% Python_3.6.14.
% Sklearn_0.20.0.
% NumPy_1.16.6.
% SciPy_1.5.4.
% Sat Aug 14 02:59:42 2021
% Created by run_flow_on_task
@RELATION openml_task_146817_predictions

@ATTRIBUTE repeat NUMERIC
@ATTRIBUTE fold NUMERIC
@ATTRIBUTE sample NUMERIC
@ATTRIBUTE row_id NUMERIC
@ATTRIBUTE confidence.Bumps NUMERIC
@ATTRIBUTE confidence.Dirtiness NUMERIC
@ATTRIBUTE confidence.K_Scratch NUMERIC
@ATTRIBUTE confidence.Other_Faults NUMERIC
@ATTRIBUTE confidence.Pastry NUMERIC
@ATTRIBUTE confidence.Stains NUMERIC
@ATTRIBUTE confidence.Z_Scratch NUMERIC
@ATTRIBUTE prediction {Bumps, Dirtiness, K_Scratch, Other_Faults, Pastry, Stains, Z_Scratch}
@ATTRIBUTE correct {Bumps, Dirtiness, K_Scratch, Other_Faults, Pastry, Stains, Z_Scratch}

@DATA
0,0,0,1136,0.3111127710587962,0.024184997181689965,0.10060564356576558,0.3539944213119465,0.09452458622056203,0.028793269923833492,0.08678431073740578,Bumps,Other_Faults
0,0,0,867,0.18858523454611756,0.013737903548989334,0.3414241515889628,0.3177044106012724,0.03481918963585062,0.020543948970889105,0.0831851611079182,Bumps,K_Scratch
0,0,0,887,0.29144338579258944,0.027898794202735715,0.10148239103519428,0.3606940369781501,0.10531029366625283,0.02414018311695551,0.0890309152081217,Bumps,Other_Faults
0,0,0,983,0.30561321091327887,0.024582341542234154,0.10369539191200212,0.36829595798755804,0.07855977365363594,0.030039539112488457,0.08921378487880201,Bumps,Other_Faults
0,0,0,959,0.3199861833424285,0.015577164117532887,0.09963653542226342,0.3569298445941039,0.06513143167613812,0.0501306261172408,0.092608214730292,Bumps,Other_Faults
0,0,0,947,0.3202936855290386,0.019781095951872538,0.10185441707114581,0.3514818781798812,0.08222139165691156,0.042284392801439454,0.08208313880971048,Bumps,Other_Faults
0,0,0,1188,0.25873508703172976,0.031294223529063914,0.08751877948593062,0.37173069455684776,0.13646369838287434,0.027672033670877144,0.08658548334267621,Bumps,Other_Faults
0,0,0,1176,0.3321912842538321,0.017324666470358675,0.10413871560498596,0.35413268763293276,0.05715901892161474,0.057276355591168296,0.0777772715251072,Bumps,Other_Faults
0,0,0,1068,0.326452683850247,0.018454034348586123,0.09270637695656866,0.35609259026209067,0.06122108234186907,0.07658219210219577,0.06849104013844261,Bumps,Other_Faults
0,0,0,976,0.23004071223389833,0.03239170991392117,0.0978538567132075,0.3587581113305338,0.14359101971976104,0.02558744606416711,0.11177714402451074,Bumps,Other_Faults
0,0,0,966,0.28395451298624047,0.022260533733861085,0.10831592641762745,0.3543667768982332,0.08617536276741858,0.038764371052761266,0.1061625161438576,Bumps,Other_Faults
0,0,0,1165,0.3330836927141153,0.020095573599407328,0.09511603815240052,0.36673221473053325,0.0642245631797097,0.051976134306411306,0.06877178331742245,Bumps,Other_Faults
0,0,0,1161,0.23061997514279864,0.021311209672715145,0.1296957285317312,0.4122072338010643,0.07292319028109001,0.016569205778619436,0.11667345679198107,Bumps,Other_Faults
0,0,0,1007,0.23806217419456616,0.044417619936420065,0.09244707357081261,0.361539644590432,0.1385717405976776,0.019898893209772194,0.10506285390031939,Bumps,Other_Faults
0,0,0,1262,0.2922044033815169,0.017845993981466614,0.10426356329304554,0.3598883794729863,0.10538403264855481,0.022625026012652344,0.09778860120977718,Bumps,Other_Faults
0,0,0,1054,0.3225738790105035,0.021418074879198876,0.09312889716471576,0.357077131187981,0.06858299801508168,0.04983041441382366,0.08738860532869513,Bumps,Other_Faults
0,0,0,1244,0.2446988237504847,0.03192093421605025,0.09261823453920655,0.37846417233358465,0.11390065621711237,0.021648394190317305,0.11674878475324389,Bumps,Other_Faults
0,0,0,1010,0.2829009896555941,0.025187067223895437,0.12554145871700595,0.3592991359932245,0.09724547884130365,0.020803782152433777,0.08902208741654234,Bumps,Other_Faults
0,0,0,1166,0.32119743396410266,0.02030626608115224,0.10730831552499297,0.36216720544920405,0.08342769703999096,0.026587573333404654,0.07900550860715189,Bumps,Other_Faults
0,0,0,1076,0.27623528455029084,0.01963223563231868,0.10928094991074072,0.3746290016388187,0.051678489608788805,0.04920527928342106,0.11933875937562076,Bumps,Other_Faults
0,0,0,928,0.2728712642595743,0.016812278854306372,0.11132874845394569,0.3555225316195099,0.06071943895469178,0.05534311571985807,0.12740262213811365,Bumps,Other_Faults
0,0,0,1223,0.2629244980571173,0.016728836749950435,0.13517295929054132,0.3854340861808814,0.043919517299375134,0.027468014337044967,0.1283520880850893,Bumps,Other_Faults
0,0,0,958,0.3152026943345142,0.025556891314385682,0.09409584513734316,0.35710488062923385,0.062479118582753485,0.08238445525867633,0.06317611474309329,Bumps,Other_Faults
0,0,0,1167,0.3125451787917209,0.01914736647862534,0.09604095381406651,0.37138318852284025,0.058925312408063535,0.04869530470872406,0.09326269527595901,Bumps,Other_Faults
0,0,0,931,0.27704839430281375,0.03429739975149511,0.09926973444388625,0.36291358696709625,0.1012252533559747,0.019759469926857284,0.1054861612518764,Bumps,Other_Faults
0,0,0,1261,0.2637182888775181,0.019798097790504992,0.12165397094018243,0.3694603608468616,0.08557530910763149,0.015625986869701326,0.12416798556759988,Bumps,Other_Faults
0,0,0,1064,0.31442196312953696,0.01888650389830637,0.10288219863656696,0.3704602835952914,0.058432363856482025,0.044584811246563924,0.09033187563725216,Bumps,Other_Faults
0,0,0,914,0.28719189634156916,0.020773031196942272,0.10426335148131302,0.3716963662607671,0.05316313342396788,0.0542470497878266,0.10866517150761362,Bumps,Other_Faults
0,0,0,1085,0.2830837244372075,0.030909437653804595,0.10712699476321445,0.35766666764975774,0.10547218348443975,0.04408553384449578,0.07165545816707972,Bumps,Other_Faults
0,0,0,1082,0.21382643029308646,0.034347416323854754,0.13947327501920787,0.38053244934286473,0.09655681853872776,0.014728471639047638,0.12053513884321036,Bumps,Other_Faults
0,0,0,1006,0.21230388597469713,0.02291542456224964,0.13131756929273233,0.3875506405487368,0.08514293716030531,0.01565342126613298,0.14511612119514547,Bumps,Other_Faults
0,0,0,977,0.17925223081259792,0.0922769084082664,0.086878030211804,0.3643213715369298,0.1478656055006833,0.028684799433298557,0.1007210540964198,Bumps,Other_Faults
0,0,0,1026,0.28072109120342903,0.03831490404446033,0.0921882803161807,0.36210373751836483,0.1043077724235571,0.027855660199935187,0.09450855429407241,Bumps,Other_Faults
0,0,0,986,0.28058858706876694,0.022598278669810044,0.10227781256936468,0.3628192368486943,0.06413920763557449,0.09343782682197192,0.0741390503858174,Bumps,Other_Faults
0,0,0,937,0.28822594565428494,0.028359484033308995,0.09376790945427013,0.36593661939999017,0.11105557355030768,0.02338182222882366,0.08927264567901404,Bumps,Other_Faults
0,0,0,1013,0.31633314267771556,0.021430252395352192,0.11155264818283048,0.35607171289022155,0.08930716112603487,0.028955795419848857,0.07634928730799605,Bumps,Other_Faults
0,0,0,1253,0.19568002700364373,0.04706215094291566,0.0961719177957789,0.3653159463281071,0.1553071175603086,0.01852681007840947,0.12193603029083627,Bumps,Other_Faults
0,0,0,1096,0.2188540979292575,0.032919514940797395,0.1383366829992471,0.3708103203813576,0.10284923717355922,0.01594940187160578,0.12028074470417514,Bumps,Other_Faults
0,0,0,965,0.2757581023481613,0.018935453252607915,0.13486286938097358,0.35830093499702625,0.09573975417386422,0.016410178056135934,0.09999270779123054,Bumps,Other_Faults
0,0,0,993,0.21328042367225555,0.02728372643564052,0.11382154948324333,0.40737736571505345,0.04302179456057791,0.04275335890371958,0.1524617812295093,Bumps,Other_Faults
0,0,0,877,0.2263308840452633,0.023447351414688313,0.1516122498477153,0.4228065692961255,0.04129517561513787,0.04483437357591082,0.0896733962051588,Bumps,Other_Faults
0,0,0,1494,0.1763326930386525,0.04033189350467783,0.09506221053371561,0.3756856923974555,0.17234902968267465,0.015383289274677369,0.12485519156814616,Other_Faults,Other_Faults
0,0,0,1651,0.25238897097758245,0.030585836143027026,0.1076182707824977,0.3699773250785612,0.11938295345256127,0.015695454843812805,0.10435118872195742,Other_Faults,Other_Faults
0,0,0,1623,0.2814106486747648,0.023627462618591295,0.10913481953982285,0.36012567983998556,0.0768560585549357,0.0342361898310082,0.1146091409408912,Other_Faults,Other_Faults
0,0,0,1588,0.23401846203515625,0.026631851766937116,0.11025960669849409,0.3986022558430136,0.11270922010357907,0.021232462127088403,0.09654614142573122,Other_Faults,Other_Faults
0,0,0,1386,0.15002899396868608,0.01884709786603468,0.2851787361698933,0.43106917258766786,0.03573506552822959,0.021747779105868593,0.05739315477361957,Other_Faults,Other_Faults
0,0,0,1901,0.23070722550902245,0.023030905388802033,0.09595495942110359,0.4164031256760375,0.04606027643871337,0.0638892035752796,0.12395430399104124,Other_Faults,Other_Faults
0,0,0,1513,0.2125063916772535,0.03073379126174209,0.11130593517587783,0.38474089425288904,0.090846822598508,0.01786367326190829,0.15200249177182074,Other_Faults,Other_Faults
0,0,0,1613,0.12910915911060447,0.024670181348714834,0.3740946596147958,0.34436402425825724,0.04488244084875321,0.018234071309604225,0.06464546350927015,Other_Faults,K_Scratch
0,0,0,1380,0.15256894655396178,0.018250889264707557,0.29942566597048725,0.4109937085817229,0.03805119188214525,0.022825202037597695,0.057884395709377055,Other_Faults,Other_Faults
0,0,0,1876,0.1472565279156966,0.031226736107291833,0.11578502023745908,0.5548120296398893,0.037339371404291874,0.054152163613811435,0.059428151081559716,Other_Faults,Other_Faults
0,0,0,1290,0.1717210139426515,0.03942801964150755,0.10889035399508597,0.38957698818109227,0.1316727484175783,0.015666626616653686,0.14304424920543027,Other_Faults,Other_Faults
0,0,0,1685,0.15236736690780717,0.04219227498392915,0.1494471595031523,0.37239742540001963,0.0950972038746464,0.013486763513506026,0.175011805816939,Other_Faults,Other_Faults
0,0,0,1478,0.30519860285767614,0.01746841196591868,0.10408848534657679,0.37321761293988237,0.05279244564384598,0.045442676895049855,0.10179176435104997,Other_Faults,Other_Faults
0,0,0,1745,0.20901151171592033,0.0143967603374596,0.2212488588413858,0.39069145567410535,0.03766827867849768,0.02605471947655496,0.10092841527607609,Other_Faults,Other_Faults
0,0,0,1321,0.24130612461946999,0.021536355183125834,0.11629816807495467,0.40850565744558137,0.04089453570030739,0.04943696218798322,0.12202219678857718,Other_Faults,Other_Faults
0,0,0,1795,0.27658184729074664,0.01692186987106258,0.12012576182169724,0.36364825956190505,0.06391400637636019,0.06956989983387643,0.08923835524435152,Other_Faults,Other_Faults
0,0,0,1285,0.1778501346118096,0.05665638127202099,0.09340652437142298,0.37491911419276575,0.1686926669075935,0.015203246271120274,0.11327193237326652,Other_Faults,Other_Faults
0,0,0,1822,0.27812416933149864,0.018850887161662284,0.09927268961500901,0.37466521752875,0.08055018077779888,0.03348565621260885,0.11505119937267182,Other_Faults,Other_Faults
0,0,0,1617,0.16175041690329617,0.017353542577687776,0.39773094782958024,0.2812618965829857,0.04365254038831834,0.018068155406432158,0.08018250031169946,Other_Faults,K_Scratch
0,0,0,1529,0.13325941818783768,0.032043832996708065,0.25005328780636155,0.3484811961412603,0.0946104973326801,0.012580893678625844,0.12897087385652622,Other_Faults,Other_Faults
0,0,0,1877,0.17548623010198344,0.030291444256730107,0.11715858428328442,0.4837231541452895,0.047228340987544665,0.07413871249595544,0.07197353372921211,Other_Faults,Other_Faults
0,0,0,1352,0.1491426228167013,0.015328609947708485,0.39113985786989885,0.29708533506167756,0.03819518568925136,0.030163422134851407,0.07894496647991117,Other_Faults,K_Scratch
0,0,0,1788,0.3028244117309751,0.01610760139901292,0.10756206755379177,0.36251826747171734,0.05878952320292913,0.05633872708753384,0.09585940155403946,Other_Faults,Other_Faults
0,0,0,1325,0.25268233265332707,0.022372481787854073,0.10934596248971779,0.4108220831072656,0.06787402140434891,0.024418228538011046,0.11248489001947513,Other_Faults,Other_Faults
0,0,0,1401,0.3033189678367889,0.017721625885787302,0.1135703714410732,0.3736968419215454,0.05188586973665329,0.03473471257577063,0.10507161060238104,Other_Faults,Other_Faults
0,0,0,1912,0.21047164811991478,0.018156742488898973,0.21666462757559132,0.386597135200248,0.045619288192356826,0.015849062605447068,0.10664149581754286,Other_Faults,Other_Faults
0,0,0,1844,0.19883522617229793,0.02281498102256288,0.19878776333445863,0.3741177865769285,0.09450022477684732,0.029507841960171876,0.08143617615673263,Other_Faults,Other_Faults
0,0,0,1603,0.21928899070188865,0.030066176108726684,0.09695686861834865,0.3701889748345257,0.1509870432646624,0.019566126896969294,0.11294581957487829,Other_Faults,Other_Faults
0,0,0,1801,0.28668270976688937,0.01921022432312305,0.10347059959593864,0.3648229216938528,0.058100560199121826,0.05046689423050604,0.11724609019056813,Other_Faults,Other_Faults
0,0,0,1737,0.16846384276816212,0.08600207940623233,0.0890035482653277,0.37339831549055064,0.15313073394395155,0.02737237753839079,0.1026291025873845,Other_Faults,Other_Faults
0,0,0,1354,0.18642235115394212,0.01648893785474841,0.2964747892175978,0.34468841932059036,0.0416857884033975,0.018677752586328134,0.09556196146339532,Other_Faults,Other_Faults
0,0,0,1851,0.196025009830643,0.03885393049888132,0.11652895457517866,0.3934902027231387,0.11693851203190984,0.022508524529596497,0.11565486581065176,Other_Faults,Other_Faults
0,0,0,1791,0.19012542285661835,0.016259417892242153,0.31211134091682147,0.33511769550570614,0.03845971377234825,0.01784153404286672,0.09008487501339665,Other_Faults,Other_Faults
0,0,0,1714,0.17205040023441437,0.04082593994678652,0.10306436058035931,0.38162032821997743,0.15180423162836354,0.015171417859582885,0.13546332153051555,Other_Faults,Other_Faults
0,0,0,1769,0.2218819001704432,0.019826137655971875,0.17547459537054116,0.4178579465482785,0.04010854721191153,0.022885253429574676,0.10196561961327863,Other_Faults,Other_Faults
0,0,0,1532,0.15787176858463958,0.03932593640589925,0.1417996826906829,0.38372098823781847,0.10665397839606464,0.01353005355679607,0.15709759212809885,Other_Faults,Other_Faults
0,0,0,1759,0.18332868497838514,0.016719123536164525,0.27615260287525367,0.3744768787561234,0.039339251486343124,0.026546340434316484,0.08343711793341349,Other_Faults,Other_Faults
0,0,0,1355,0.22635120417426072,0.02086820297081314,0.20072154751657043,0.41216439255800297,0.036723558898605034,0.03475076203453677,0.06842033184721083,Other_Faults,Other_Faults
0,0,0,1740,0.23709501387731424,0.02350103702576588,0.11838728177281378,0.4178318522945986,0.06869163983433657,0.01693300810266971,0.11756016709250088,Other_Faults,Other_Faults
0,0,0,1604,0.3112459777623582,0.01778217258637345,0.13002784789043387,0.361897170767701,0.07595216467109278,0.023389666536668866,0.07970499978537122,Other_Faults,Other_Faults
0,0,0,1481,0.17852797106155535,0.043625182944289256,0.12174738969250518,0.3579764337533533,0.15322011881380357,0.015354243093743844,0.1295486606407491,Other_Faults,Other_Faults
0,0,0,1698,0.15725290858064103,0.03287023442583978,0.17341532199309997,0.38679840573050633,0.09727030580918324,0.013598280187760716,0.13879454327296858,Other_Faults,Other_Faults
0,0,0,1793,0.14004327044888584,0.11129659223408879,0.15786865922719737,0.33445900359972813,0.14255541593347257,0.01643423278712859,0.09734282576949857,Other_Faults,Other_Faults
0,0,0,1657,0.21110323031619507,0.02405585426832978,0.2112426722193036,0.3927921619581401,0.038590666787532334,0.03365958497687751,0.0885558294736213,Other_Faults,Other_Faults
0,0,0,1620,0.3093853321503136,0.016982770850233045,0.0960206992752661,0.3657264728692952,0.06463884973288724,0.04085439719038352,0.10639147793162097,Other_Faults,Other_Faults
0,0,0,1273,0.21397727559716553,0.026750760335569126,0.09552377765514758,0.349549398268901,0.19212767398483352,0.016219582531150512,0.10585153162723242,Other_Faults,Other_Faults
0,0,0,1569,0.3090091293368072,0.015382955014486438,0.11402081436306519,0.3517068125527713,0.06945037560366134,0.05248945402108387,0.08794045910812426,Other_Faults,Other_Faults
0,0,0,1637,0.21085000273524274,0.016294542670032462,0.23543084354303492,0.34738095398628954,0.05863955555905819,0.018829358633429126,0.11257474287291287,Other_Faults,Other_Faults
0,0,0,1351,0.20403103870863723,0.034446684800135935,0.1598261798180132,0.4467911599737065,0.0359746171390993,0.03513941682623663,0.08379090273417089,Other_Faults,Other_Faults
0,0,0,1450,0.2696499341701747,0.018656430843469685,0.11299823056038306,0.37130867224697384,0.06156338625812574,0.06891858219950606,0.09690476372136649,Other_Faults,Other_Faults
0,0,0,1738,0.18672897292172663,0.03979066691745158,0.10729270065597163,0.4827285323779777,0.03647556096096758,0.06954420795612347,0.07743935820978116,Other_Faults,Other_Faults
0,0,0,1766,0.24600316769223948,0.019945057223120607,0.15704571575672474,0.37778526311468047,0.04799080877102044,0.027999953077944572,0.12323003436426946,Other_Faults,Other_Faults
0,0,0,1503,0.16110352100642544,0.041718223947485124,0.13620287701944572,0.389512740649314,0.11687661105099346,0.014455966120782433,0.1401300602055535,Other_Faults,Other_Faults
0,0,0,1277,0.10249879825927052,0.014375754424740277,0.5681021117308128,0.20463048616117033,0.03809503980175959,0.015089256930343383,0.057208552691903336,Other_Faults,K_Scratch
0,0,0,1594,0.21469674968612398,0.026852702833689554,0.15801029973157027,0.3653194068913059,0.1076799578435743,0.015368025042756188,0.11207285797097953,Other_Faults,Other_Faults
0,0,0,1492,0.1718954616704339,0.03132744355592192,0.15546825287016344,0.37940997284671724,0.092754952619776,0.013621080864988524,0.1555228355719986,Other_Faults,Other_Faults
0,0,0,1830,0.20604163019002086,0.02120776398586746,0.17936011918922815,0.3781284046518921,0.07119372414009728,0.060017109590979716,0.08405124825191396,Other_Faults,Other_Faults
0,0,0,1658,0.2470129466664042,0.04442082825078094,0.09751690426966828,0.36834339451811254,0.1260349659302914,0.019857986366990116,0.09681297399775227,Other_Faults,Other_Faults
0,0,0,1646,0.19285569706899675,0.04907212245297504,0.13564941830944918,0.3760922540367178,0.109256034023095,0.016644928207648485,0.12042954590111751,Other_Faults,Other_Faults
0,0,0,1607,0.22441378360515937,0.022392219590611665,0.1252663446966547,0.3900064798631558,0.054439297364936884,0.05639090406034418,0.12709097081913723,Other_Faults,Other_Faults
0,0,0,1460,0.2913615896068509,0.023672237824758323,0.11893058269059628,0.3515460820236727,0.10216405509273034,0.027845019071043985,0.08448043369034718,Other_Faults,Other_Faults
0,0,0,1550,0.22095862066308475,0.024771199019780157,0.16467882314752327,0.39662502006886435,0.040414476650072334,0.04605061953939425,0.10650124091128058,Other_Faults,Other_Faults
0,0,0,1711,0.22229196731532383,0.026355108350145855,0.16496558689174962,0.3748523037401508,0.04343352906682558,0.04730878693257152,0.12079271770323247,Other_Faults,Other_Faults
0,0,0,1677,0.1889604969509722,0.03324461508953436,0.1109834219059444,0.4466834131349677,0.044653717489455465,0.08734011880382125,0.08813421662530448,Other_Faults,Other_Faults
0,0,0,1350,0.13287796271602864,0.022300767559705698,0.2742684456128215,0.45887572753584116,0.0436167475821061,0.017821889694686562,0.05023845929881001,Other_Faults,Other_Faults
0,0,0,1505,0.15006242121442212,0.03182743983785795,0.22424395001547956,0.3763849743716626,0.08990793236856635,0.015055355340278074,0.11251792685173304,Other_Faults,Other_Faults
0,0,0,1518,0.2050418092168045,0.026619098084960234,0.11714518704187249,0.3688831449597844,0.15429386745212167,0.021550460041281586,0.10646643320317473,Other_Faults,Other_Faults
0,0,0,828,0.19438097187045816,0.062214241975134046,0.09454060886686515,0.3424863253017984,0.12591885921815807,0.05324632611883891,0.12721266664874667,Dirtiness,Other_Faults
0,0,0,840,0.1612578463782579,0.14639695706708603,0.10242037206334603,0.33395492992749104,0.14402604149669762,0.017874833105298308,0.09406901996182288,Dirtiness,Other_Faults
0,0,0,813,0.17345274067250546,0.05189959431212731,0.11128016896141812,0.3525413450914784,0.1668286198500949,0.014922531146880382,0.12907499996549507,Dirtiness,Other_Faults
0,0,0,827,0.17339462951029877,0.09326274868421677,0.09071469896350223,0.36677488179561424,0.14497350973184103,0.0285959769754658,0.10228355433906086,Dirtiness,Other_Faults
0,0,0,860,0.2525841700957932,0.045930324490921236,0.09214790030061178,0.3563565205415867,0.11917349935137485,0.04024262709959994,0.09356495812011194,Dirtiness,Other_Faults
0,0,0,707,0.10249349482502738,0.014043749112655284,0.5615675606095558,0.21533143824676915,0.0360119832334657,0.01465765002463289,0.055894123947894114,K_Scratch,K_Scratch
0,0,0,582,0.10745474844581418,0.014460564321767273,0.5555670144623188,0.21019193539162306,0.03815204927376985,0.01702682861013542,0.05714685949457156,K_Scratch,K_Scratch
0,0,0,417,0.11298169391530395,0.012452795459292107,0.5594244142485953,0.20883992246202468,0.03377205606954095,0.01265830568354994,0.05987081216169324,K_Scratch,K_Scratch
0,0,0,374,0.24281233860860943,0.020519399286631285,0.18921561212904783,0.35738408997540366,0.08773449367694859,0.0330103700221471,0.06932369630121162,K_Scratch,Other_Faults
0,0,0,460,0.11226707791540737,0.01404011041964282,0.5489226403220274,0.20817345030293144,0.03934082017187177,0.011619955074885065,0.06563594579323417,K_Scratch,K_Scratch
0,0,0,710,0.11683759020974971,0.014528679685935268,0.5118393349819461,0.2377057353913052,0.037737760134600944,0.0187103302936371,0.06264056930282569,K_Scratch,K_Scratch
0,0,0,467,0.10496770008302841,0.012272329491995335,0.5865563917763245,0.19087145714885423,0.033433256679375495,0.012949158988690321,0.05894970583173187,K_Scratch,K_Scratch
0,0,0,657,0.1033391554295589,0.014023260246532164,0.569172386631259,0.20555403711668105,0.03704938469696734,0.015357549613270216,0.05550422626573144,K_Scratch,K_Scratch
0,0,0,704,0.10703592510047422,0.014598311096619038,0.5553740130691122,0.21421501645697533,0.03772571080072095,0.014479761259063773,0.056571262217035,K_Scratch,K_Scratch
0,0,0,700,0.10360101445103895,0.014451512000497853,0.5562849086422778,0.21421973809638106,0.03809503980175959,0.015392287233373684,0.05795549977467132,K_Scratch,K_Scratch
0,0,0,668,0.1033391554295589,0.014023260246532164,0.5694165868754593,0.2053098368724808,0.03704938469696734,0.015357549613270216,0.05550422626573144,K_Scratch,K_Scratch
0,0,0,351,0.2203852007127164,0.02287113922049728,0.23366125809966157,0.34443812329759355,0.07917270950123781,0.04044639813680222,0.05902517103149082,K_Scratch,Other_Faults
0,0,0,373,0.25438615484111793,0.019851560006384467,0.18430929229843485,0.357962706156905,0.060706538859843936,0.05562710652297497,0.06715664131433843,K_Scratch,Other_Faults
0,0,0,726,0.10313934238168752,0.01289776632723673,0.5287085782992433,0.25346424797441736,0.0339635403655916,0.013909963817431693,0.0539165608343919,K_Scratch,K_Scratch
0,0,0,616,0.1033391554295589,0.014023260246532164,0.5695979185461527,0.20512850520178744,0.03704938469696734,0.015357549613270216,0.05550422626573144,K_Scratch,K_Scratch
0,0,0,662,0.10175005222583312,0.014043749112655284,0.5732339836723823,0.2047179815926606,0.0360119832334657,0.01465765002463289,0.05558460013837029,K_Scratch,K_Scratch
0,0,0,699,0.10273500294487546,0.014023260246532164,0.5697425023562421,0.2052034584917662,0.03704938469696734,0.015357549613270216,0.05588884165034682,K_Scratch,K_Scratch
0,0,0,577,0.1079669788563132,0.014717666966438652,0.544435147971533,0.21805385346747755,0.03895160664883783,0.017251036517964693,0.0586237095714353,K_Scratch,K_Scratch
0,0,0,522,0.11394835441055727,0.01342354751206925,0.5308576166281133,0.22592536683875541,0.037361255739082694,0.014020837650126556,0.06446302122129578,K_Scratch,K_Scratch
0,0,0,483,0.10813516322481741,0.01298794604701166,0.5677815364135944,0.19565388776569917,0.03885999254592147,0.011440421861240542,0.06514105214171555,K_Scratch,K_Scratch
0,0,0,515,0.10634144804587342,0.013788646728980525,0.5622055047730926,0.20911103328982197,0.03588596301586732,0.016091695732632704,0.056575708413731635,K_Scratch,K_Scratch
0,0,0,564,0.10745474844581418,0.014460564321767273,0.5551414825474251,0.21061746730651668,0.03815204927376985,0.01702682861013542,0.05714685949457156,K_Scratch,K_Scratch
0,0,0,549,0.11624194035294444,0.014818677067448754,0.5093326513783505,0.23979361851352518,0.03741552263787405,0.018564167831096007,0.06383342221876105,K_Scratch,K_Scratch
0,0,0,352,0.17051044285925632,0.062262935723458285,0.1511196211616351,0.3927080566159679,0.10549755749532169,0.014672132610610088,0.1032292535337503,K_Scratch,Other_Faults
0,0,0,438,0.11432268613880954,0.012539751981031237,0.5513783894293595,0.21243364157920244,0.03357239234528706,0.013096139398271527,0.06265699912803897,K_Scratch,K_Scratch
0,0,0,602,0.10269425432064837,0.014375754424740277,0.567851468062792,0.20509053206740852,0.03756872401228591,0.015089256930343383,0.057330010181781875,K_Scratch,K_Scratch
0,0,0,422,0.10532853464644924,0.012488495889941347,0.5744399298940849,0.20552773962492082,0.03236125768720519,0.012882513591379215,0.056971528666019546,K_Scratch,K_Scratch
0,0,0,465,0.10446770008302841,0.012272329491995335,0.590783593034186,0.1888664781132148,0.033433256679375495,0.012449158988690322,0.057727483609509654,K_Scratch,K_Scratch
0,0,0,594,0.1033391554295589,0.014023260246532164,0.5695979185461527,0.20512850520178744,0.03704938469696734,0.015357549613270216,0.05550422626573144,K_Scratch,K_Scratch
0,0,0,484,0.10667174859067105,0.01298794604701166,0.5702764551127814,0.19458850836190514,0.03885999254592147,0.011440421861240542,0.06517492748046894,K_Scratch,K_Scratch
0,0,0,600,0.10253082669967852,0.013871335319551837,0.5580311313644756,0.21176584360423029,0.03934531656679904,0.01444213278325358,0.060013413662011406,K_Scratch,K_Scratch
0,0,0,622,0.10265573373152803,0.014023260246532164,0.5703706873064115,0.20544401643915475,0.036523068907493655,0.015357549613270216,0.05562568375560998,K_Scratch,K_Scratch
0,0,0,559,0.1114368924350163,0.01777059261907715,0.5278859940734569,0.22396184187237025,0.04104350099615775,0.018233465447347177,0.05966771255657464,K_Scratch,K_Scratch
0,0,0,647,0.10514843389331986,0.014483474352926991,0.5614039568666273,0.20736794047587614,0.03798165040366832,0.01526879014398791,0.05834575386359378,K_Scratch,K_Scratch
0,0,0,676,0.16848041092491378,0.016995560937377766,0.36556621496155556,0.29770927939466396,0.045778338869756234,0.014259900484021024,0.09121029442771152,K_Scratch,K_Scratch
0,0,0,419,0.1034742716632636,0.012687005608140187,0.5781854052134197,0.19411450397865754,0.03782550978730077,0.011089324682557154,0.06262397906666138,K_Scratch,K_Scratch
0,0,0,567,0.1982972768224944,0.018167993928655316,0.27850711806352274,0.35308056449885394,0.04005595134891287,0.02221756268178362,0.08967353265577688,K_Scratch,Other_Faults
0,0,0,541,0.17631628388999235,0.03120582977719288,0.18802389564954428,0.42751427807424164,0.03475639121574629,0.03904631478306826,0.10313700661021402,K_Scratch,Other_Faults
0,0,0,420,0.20534382531622658,0.01978547826164452,0.13968760036135375,0.4006609206047695,0.042904123239097425,0.03949914540100885,0.15211890681589907,K_Scratch,Other_Faults
0,0,0,469,0.10359476477460924,0.012272329491995335,0.5941612592747556,0.18686580137060257,0.033433256679375495,0.012449158988690322,0.0572234294199716,K_Scratch,K_Scratch
0,0,0,95,0.25734528134757967,0.03825088069203059,0.097842206733926,0.3721005349143633,0.12034744864968999,0.018759981736440764,0.09535366592596944,Pastry,Other_Faults
0,0,0,90,0.1862755990539679,0.04392606086013392,0.11100208983240606,0.37577686679260436,0.15453559960153154,0.016257862220530064,0.11222592163882589,Pastry,Other_Faults
0,0,0,40,0.19256455330266042,0.06460713449258164,0.09488737753427731,0.3503563807548775,0.1841582767473623,0.016249068148464482,0.09717720901977617,Pastry,Other_Faults
0,0,0,149,0.19979331774446732,0.03353497188516843,0.09912636697284151,0.3581253366339382,0.17481752204688786,0.015927535574683068,0.1186749491420135,Pastry,Other_Faults
0,0,0,89,0.20587744642977474,0.03886849700595932,0.10203897517320798,0.3946634252803494,0.13270790233819407,0.015908557225301895,0.10993519654721258,Pastry,Other_Faults
0,0,0,141,0.1678399277460289,0.08416836848040112,0.08738300162477225,0.36969412291023646,0.1751029213198189,0.02459568671768642,0.09121597120105575,Pastry,Other_Faults
0,0,0,52,0.19526443453706427,0.039404220612158675,0.0905417243245044,0.3668460431082968,0.18603822090809932,0.016905058710870516,0.10500029779900581,Pastry,Other_Faults
0,0,0,128,0.14288857868971036,0.06418830953081135,0.14147692047131966,0.3531346594232083,0.15921921992450913,0.014011467975710486,0.1250808439847305,Pastry,Other_Faults
0,0,0,63,0.26584732864101496,0.0258731383979646,0.09976404339401122,0.35344471734124916,0.1219159115054413,0.03452509906768187,0.09862976165263651,Pastry,Other_Faults
0,0,0,36,0.20160082677801042,0.03268784176615147,0.10474057798520287,0.36122914589142385,0.17431650210555244,0.016828468687022466,0.10859663678663635,Pastry,Other_Faults
0,0,0,79,0.1330261695392485,0.06878359996317593,0.13223734165399223,0.36259600800259983,0.1656317615447026,0.01336234959397836,0.12436276970230238,Pastry,Other_Faults
0,0,0,55,0.22139849462266462,0.041213675020808214,0.08458216494180863,0.3659585416403432,0.15066725977219642,0.021184944432555662,0.11499491956962295,Pastry,Other_Faults
0,0,0,56,0.21856417865374658,0.025443489217671377,0.13269768972242618,0.3848075410085283,0.04663081498568651,0.10131251839319326,0.09054376801874736,Pastry,Other_Faults
0,0,0,152,0.19738836977939767,0.05120826061606742,0.0956771420012283,0.3741767897809824,0.13602707995581512,0.019412341021790503,0.12611001684471826,Pastry,Other_Faults
0,0,0,20,0.20009165286466657,0.03238372691388782,0.09760234188282546,0.3668732040080039,0.18470298225918713,0.016018545715963624,0.10232754635546529,Pastry,Other_Faults
0,0,0,210,0.15346608798635913,0.03879350053594643,0.1376923773254626,0.37405818443467054,0.0969573211703344,0.013346903373645884,0.18568562517358064,Z_Scratch,Other_Faults
0,0,0,296,0.19442952181427728,0.030365109508178036,0.1249001543086131,0.381670541304828,0.11560855198995937,0.016459421202755165,0.13656669987138847,Z_Scratch,Other_Faults
0,0,0,196,0.20140437852749024,0.02952145544504698,0.094634574015071,0.3731724975183881,0.13115931732499264,0.018036157633121042,0.1520716195358898,Z_Scratch,Other_Faults
0,0,0,175,0.1956271852423784,0.024699993914053024,0.1465706207382963,0.381249848224479,0.10011533950605385,0.014388323013478919,0.13734868936126016,Z_Scratch,Other_Faults
0,0,0,307,0.14197239779792267,0.05981886072159805,0.13837895861153574,0.36746936319522816,0.14292647483905413,0.013734157145515043,0.13569978768914595,Z_Scratch,Other_Faults
0,0,0,171,0.1801236864772895,0.03276398222530429,0.10608707326004017,0.3786994610744766,0.15679485599868076,0.016148901917110804,0.1293820390470976,Z_Scratch,Other_Faults
0,0,0,215,0.2075732293156349,0.02728629075204985,0.1893319099348142,0.36489871952299713,0.07327209762476682,0.014950869310310897,0.122686883539426,Z_Scratch,Other_Faults
0,0,0,341,0.17342871665892723,0.06357903918533114,0.09700514287056233,0.3843701664291255,0.13792176493066993,0.022245631320580887,0.12144953860480259,Z_Scratch,Other_Faults
0,0,0,264,0.24736298337989418,0.016090710948480174,0.15692230452019365,0.39198454180830494,0.05214006946878823,0.020781822994301355,0.11471756688003727,Z_Scratch,Other_Faults
0,0,0,222,0.16102761407042432,0.03955116905044485,0.13865543831169727,0.3785893669881443,0.11195810404426002,0.013368362601113697,0.15684994493391516,Z_Scratch,Other_Faults
0,0,0,277,0.2392527426126819,0.024567158154343943,0.11208675708574616,0.37365385738262114,0.1003202162350853,0.017089183049164486,0.1330300854803568,Z_Scratch,Other_Faults
0,0,0,272,0.1957326315383285,0.02335938779868961,0.22543619482882218,0.36205684851297043,0.03902859131842585,0.03709815798169376,0.11728818802106941,Z_Scratch,Other_Faults
0,0,0,221,0.2530247677717043,0.02500636416227003,0.11296084404698,0.3672606380979785,0.07188261054862152,0.026984062903253826,0.14288071246919146,Z_Scratch,Other_Faults
0,0,0,338,0.21063915888534485,0.03207933979873859,0.0947339427509654,0.3698029008228022,0.1517316124624165,0.016887490005366178,0.12412555527436606,Z_Scratch,Other_Faults
0,0,0,162,0.28937336037977507,0.02139137777278167,0.10237303165092763,0.36613721118265713,0.05313808378559503,0.04199258604723512,0.1255943491810283,Z_Scratch,Other_Faults
0,0,0,199,0.28471296372113514,0.02587639344737415,0.09989966284678306,0.3745978386497599,0.05301195918872973,0.06405195073213354,0.09784923141408428,Z_Scratch,Other_Faults
0,0,0,192,0.2159385678810715,0.0708456111734283,0.08706927588566087,0.3409118927905537,0.14587371368225743,0.038398512242975455,0.10096242634405236,Z_Scratch,Other_Faults
0,0,0,176,0.2103056246017286,0.041232056659777784,0.09726487082318959,0.3756085895449333,0.10988414515769028,0.020797264898632553,0.14490744831404748,Z_Scratch,Other_Faults
0,0,0,265,0.16456579935209922,0.040151361168493965,0.1456935240056683,0.3704598596043784,0.10216640354403272,0.013621080864988524,0.16334197146033846,Z_Scratch,Other_Faults
0,0,0,759,0.22091750346683603,0.02219505062725096,0.08933543350259557,0.303863159323728,0.055069297472023736,0.24612043815615148,0.06249911745141407,Stains,Other_Faults
0,0,0,760,0.24831280770199668,0.026321102460819902,0.08793602682821985,0.2997096866164356,0.07048336362612972,0.2028083885777821,0.06442862418861595,Stains,Other_Faults
0,0,0,764,0.18467836121230785,0.026052370585969833,0.09625673472584842,0.3220825684976485,0.04960610824864787,0.2591252392867883,0.06219861744278919,Stains,Other_Faults
0,0,0,741,0.2814983428063189,0.03922514283589628,0.09207279812217686,0.36376887097244676,0.10972725722393165,0.02760327339494061,0.08610431464428862,Stains,Other_Faults
0,0,0,766,0.16301284620169593,0.022179606627354104,0.11219704064169816,0.31504738263749243,0.04716457709204254,0.2803340429148693,0.06006450388484737,Stains,Other_Faults
0,0,0,799,0.1846846421044904,0.020570328437185405,0.10803641658344806,0.3696883824207935,0.043272890241374345,0.17062634162700224,0.10312099858570566,Stains,Other_Faults
0,0,0,752,0.19780809402158103,0.01985694352050103,0.11360718388259392,0.3012479544852255,0.05126552214834773,0.25838861073720987,0.05782569120454085,Stains,Other_Faults
0,0,0,749,0.2123575619666599,0.020475908948627986,0.09052386284213534,0.29760474238579937,0.055190261413220164,0.26391113133542965,0.059936531108127404,Stains,Other_Faults
0,1,0,871,0.22211223532948438,0.026626735132765807,0.12531782564549443,0.38068478411302836,0.0950138460172013,0.013927284875904807,0.1363172888861209,Bumps,Other_Faults
0,1,0,1252,0.27670333887127646,0.01439624020739116,0.17779414384414047,0.3686511440630254,0.049422262197564217,0.03039772713805473,0.08263514367854734,Bumps,Other_Faults
0,1,0,1213,0.2831629644109616,0.013227862961642488,0.14451765592848753,0.3963334221276576,0.039482804240173044,0.023185426882061013,0.10008986344901684,Bumps,Other_Faults
0,1,0,912,0.32528212752028124,0.016283618381446076,0.08713897877404744,0.36004744016594586,0.06694437593577879,0.06493274167926039,0.07937071754324015,Bumps,Other_Faults
0,1,0,1100,0.2503698423652329,0.029654332902455317,0.08346378731260536,0.34563821941605766,0.11113257715553608,0.024188307377853678,0.15555293347025873,Bumps,Other_Faults
0,1,0,1081,0.1984833561543729,0.05142290375332764,0.07938632814961481,0.3672573116067725,0.18358955937711963,0.015695941863713578,0.10416459909507911,Bumps,Other_Faults
0,1,0,1151,0.16265269747997751,0.01645828579127255,0.3184285793678705,0.3273874208477548,0.0531754728210658,0.011975123535443818,0.10992242015661495,Bumps,Other_Faults
0,1,0,885,0.2351537243729083,0.012898955036662975,0.19374624880678407,0.38927628540336817,0.04641527678756909,0.02967905452862777,0.09283045506407941,Bumps,Other_Faults
0,1,0,1044,0.3139605194079795,0.016885468763294834,0.08499108160096767,0.35071725561599343,0.07478473813372002,0.06422114422084152,0.09443979225720289,Bumps,Other_Faults
0,1,0,1014,0.31717423284728047,0.021382209499061354,0.09599199659219819,0.35913826954264794,0.08420556675035325,0.03853849753761187,0.08356922723084675,Bumps,Other_Faults
0,1,0,1154,0.15657828810663518,0.01396397118958723,0.30880761102648546,0.37624024163128955,0.031214265454047423,0.020531959246624713,0.0926636633453305,Bumps,Other_Faults
0,1,0,908,0.3372046398966014,0.017327286387921113,0.09502901734606756,0.3474718211805767,0.05256157501290632,0.07077232991860008,0.079633330257327,Bumps,Other_Faults
0,1,0,1079,0.2812273960828662,0.024897627900372733,0.10827299958877028,0.3330161635300323,0.09438797480138504,0.0943278049867058,0.06387003310986766,Bumps,Other_Faults
0,1,0,955,0.3258964257826458,0.023313541603273754,0.0968761921142375,0.34665353614225153,0.0929210660475587,0.040638866801943535,0.07370037150808921,Bumps,Other_Faults
0,1,0,982,0.2505294819042094,0.02660637490294355,0.09935421584783877,0.349917160071886,0.10009936019135302,0.024306389363532858,0.14918701771823642,Bumps,Other_Faults
0,1,0,1236,0.19694051392836823,0.014200292793040187,0.24859474344980112,0.3956178708860834,0.031648276801015375,0.01766038331342856,0.09533791882826317,Bumps,Other_Faults
0,1,0,918,0.2579850789404789,0.02731278927678607,0.07952591631426048,0.36136481500636314,0.1448680683661255,0.022270166305871645,0.10667316579011416,Bumps,Other_Faults
0,1,0,1028,0.2696707524338437,0.012988298123619376,0.1574513405127798,0.39384938632003896,0.04402983529731513,0.03293880113126851,0.08907158618113449,Bumps,Other_Faults
0,1,0,1036,0.3057803166447334,0.025416905560163062,0.09488967319868627,0.35397433603159795,0.09471277443757903,0.028465522234600228,0.09676047189264024,Bumps,Other_Faults
0,1,0,1118,0.311990624160237,0.017812654482148593,0.10200688526764928,0.3560165239614388,0.054252563702291444,0.052378799876531226,0.10554194854970372,Bumps,Other_Faults
0,1,0,971,0.18697853347021268,0.09895371474956245,0.08782821483482038,0.3480565849320929,0.14789469991928017,0.02593542101531069,0.10435283107872072,Bumps,Other_Faults
0,1,0,1057,0.3204867037758708,0.017733596072856503,0.09137553704732787,0.35753635350075064,0.053004618189354875,0.08585242903035477,0.07401076238348446,Bumps,Other_Faults
0,1,0,973,0.29501446330400694,0.02663813498248622,0.08406987428217949,0.356106922573596,0.10386411209597794,0.025760753516646872,0.10854573924510662,Bumps,Other_Faults
0,1,0,1127,0.2571775421361351,0.024096665869795763,0.0981443461718362,0.3637786611539328,0.0923943900031536,0.01935594543248531,0.14505244923266142,Bumps,Other_Faults
0,1,0,1227,0.2396805082053838,0.017318969490584726,0.12685423453006497,0.41056214550795095,0.0591107560244789,0.016103802429744435,0.13036958381179212,Bumps,Other_Faults
0,1,0,1267,0.24701177454991805,0.041850442694861135,0.14131454912379965,0.373381559808737,0.06915319988506426,0.018585399114348537,0.10870307482327135,Bumps,Other_Faults
0,1,0,879,0.3103657637301902,0.029378293655220492,0.09643987615300195,0.35218693195739126,0.10072135156902855,0.03155197050361799,0.07935581243154974,Bumps,Other_Faults
0,1,0,930,0.2184570006385036,0.015078766417766327,0.21309617878935877,0.3636547753726252,0.04863804493361597,0.02607096503508126,0.11500426881304866,Bumps,Other_Faults
0,1,0,1063,0.2932033397767811,0.015065853957156412,0.1296685806765083,0.35586160701728475,0.05833706894452586,0.08522747638123178,0.06263607324651164,Bumps,Other_Faults
0,1,0,963,0.31578379295137565,0.015484097147912754,0.1043553878902429,0.3535601555808681,0.06348208440050239,0.07177513590769835,0.07555934612139958,Bumps,Other_Faults
0,1,0,951,0.2646904397178085,0.023297514460910124,0.0847828425809183,0.37434249462755376,0.10145841425384416,0.028080710660626135,0.12334758369833905,Bumps,Other_Faults
0,1,0,924,0.2860119103969846,0.024115827295146105,0.08767829523243399,0.35546627794599056,0.10322489768982988,0.024651410076870744,0.11885138136274423,Bumps,Other_Faults
0,1,0,945,0.2920110317412552,0.016898620455670886,0.11074770593275035,0.3533676127830692,0.05247028033680257,0.0682902573683122,0.10621449138213959,Bumps,Other_Faults
0,1,0,1115,0.19111260760247906,0.01894578154735897,0.23886881126981996,0.4071018723020853,0.02931076046058071,0.022095509725375856,0.09256465709230018,Bumps,Other_Faults
0,1,0,910,0.33052509329938595,0.024181824911244574,0.09077157884057505,0.3439182765774859,0.09099298361847867,0.04009818699700387,0.07951205575582605,Bumps,Other_Faults
0,1,0,892,0.23690852937463527,0.053475424086753647,0.0731160247649837,0.36515096546786224,0.15807337932707832,0.026865594010463442,0.08641008296822333,Bumps,Other_Faults
0,1,0,938,0.2402723594969345,0.03203993974052156,0.08273716005065682,0.3648256851914906,0.11164927205278528,0.03137869377759357,0.1370968896900175,Bumps,Other_Faults
0,1,0,972,0.2713254556087597,0.026799327933994012,0.098074307318886,0.351928772165478,0.10794494821772758,0.03932774801844814,0.10459944073670659,Bumps,Other_Faults
0,1,0,1145,0.30372685983511805,0.020630007688621013,0.09541221999161564,0.3439535274939467,0.10063814177017873,0.01570673488211218,0.11993250833840781,Bumps,Other_Faults
0,1,0,1140,0.2969724196812082,0.018824863506009468,0.10838443082340773,0.36155033258429947,0.0906722364499502,0.01937301163868935,0.10422270531643563,Bumps,Other_Faults
0,1,0,893,0.29718572525569875,0.0181937598225098,0.09372160372239803,0.34545598045824283,0.05420885457687491,0.12340265349975468,0.06783142266452107,Bumps,Other_Faults
0,1,0,1507,0.16561164914651902,0.03376247901339965,0.13151423072178794,0.39606586692309287,0.10593737390654681,0.013520382908124568,0.15358801738052935,Other_Faults,Other_Faults
0,1,0,1424,0.31940771602047285,0.03189677757522367,0.10213277716382044,0.34267057961072345,0.09119513299296969,0.021599683440565776,0.09109733319622416,Other_Faults,Other_Faults
0,1,0,1785,0.207759143529998,0.017462892199245118,0.18645044085019477,0.3914455692527096,0.05762222749727039,0.015957808520370143,0.12330191815021184,Other_Faults,Other_Faults
0,1,0,1389,0.1653751536849221,0.03560431166086925,0.1550372421427889,0.5119599643692281,0.039527652458234204,0.034264221117846765,0.05823145456611076,Other_Faults,Other_Faults
0,1,0,1316,0.26335157902319134,0.02513632810093756,0.09952548271282052,0.3688742026351559,0.0809498611884581,0.020951661216994925,0.14121088512244165,Other_Faults,Other_Faults
0,1,0,1727,0.24555577738851833,0.02399311419347366,0.10273045567315846,0.3758924196823857,0.11074450861472256,0.018739390243411244,0.12234433420433004,Other_Faults,Other_Faults
0,1,0,1412,0.3186801324527107,0.019850599473955743,0.08952646616967894,0.3602297348480596,0.06635008591585431,0.05474098787718988,0.09062199326255067,Other_Faults,Other_Faults
0,1,0,1396,0.21702199280594228,0.04847276936046102,0.12907526822488474,0.3826715486640233,0.09517477075988923,0.015504841811309787,0.11207880837348969,Other_Faults,Other_Faults
0,1,0,1630,0.2569036566104246,0.02742597732169042,0.07968237735248937,0.36971445248343326,0.1466000721307519,0.019316290810981893,0.10035717329022864,Other_Faults,Other_Faults
0,1,0,1789,0.22966679287018935,0.0368965799537879,0.09702127667156396,0.3488792561772754,0.12670590835622675,0.03283501863899085,0.12799516733196567,Other_Faults,Other_Faults
0,1,0,1444,0.24749822837764548,0.05300253224036707,0.15163325300187203,0.3591700600050731,0.06601569993336973,0.019710186394908343,0.10297004004676433,Other_Faults,Other_Faults
0,1,0,1506,0.22834694069407802,0.02762274948849934,0.10085409856948102,0.3898603952768255,0.08741465524381262,0.0186288510537274,0.14727230967357613,Other_Faults,Other_Faults
0,1,0,1796,0.25418851285641864,0.01680932517312217,0.09957900881459865,0.3717859573890437,0.05277342836058969,0.11772557388801355,0.08713819351821367,Other_Faults,Other_Faults
0,1,0,1838,0.1956376577379183,0.023263481346034287,0.17646291324858687,0.4012488057095089,0.06855689414390628,0.020014496943228627,0.11481575087081662,Other_Faults,Other_Faults
0,1,0,1854,0.15647257759601257,0.029050121378709336,0.09253531111260813,0.562588909800513,0.033655579444903716,0.06564070957697013,0.06005679109028316,Other_Faults,Other_Faults
0,1,0,1649,0.271883387277237,0.03267220463710614,0.07741165228545234,0.3605283027188111,0.13736178971672444,0.027117792911619684,0.09302487045304937,Other_Faults,Other_Faults
0,1,0,1814,0.21556058545685267,0.047442957256398494,0.11290556330948749,0.3859941049629554,0.11029970958149493,0.01500736545403776,0.11278971397877335,Other_Faults,Other_Faults
0,1,0,1408,0.31204082749114415,0.015685817476726194,0.09283023028257509,0.35844458857497735,0.06057517334303011,0.0778899648899091,0.08253339794163791,Other_Faults,Other_Faults
0,1,0,1700,0.16238557672913548,0.09732874058176677,0.10845796379741035,0.3740556735698967,0.12751779066611793,0.01473713517190409,0.1155171194837688,Other_Faults,Other_Faults
0,1,0,1862,0.16770631914772544,0.0347111534838717,0.11101299373865964,0.4785094523724008,0.04834813372513128,0.09382803458066316,0.06588391295154797,Other_Faults,Other_Faults
0,1,0,1334,0.21922309464188822,0.028304118981769162,0.1132545116518634,0.4022394749865638,0.09908337236209898,0.015601652071291945,0.1222937753045247,Other_Faults,Other_Faults
0,1,0,1390,0.10376528815624518,0.013248311739772381,0.33990463181310326,0.4516415705064508,0.03175164050121525,0.014363987388420122,0.04532456989479295,Other_Faults,Other_Faults
0,1,0,1645,0.2175877330546767,0.08480091186961011,0.08797477158291471,0.3523717631647545,0.14511170021968126,0.018812930737760584,0.09334018937060237,Other_Faults,Other_Faults
0,1,0,1774,0.23875361703501735,0.014340053797240975,0.18015875494363445,0.40884349753073634,0.0363157360506357,0.02877486223660587,0.09281347840612923,Other_Faults,Other_Faults
0,1,0,1666,0.14247849095501455,0.014629987826843566,0.362848818939799,0.352108310237022,0.03262257941644757,0.02261436190027488,0.07269745072459867,Other_Faults,K_Scratch
0,1,0,1556,0.152388159285942,0.02566554943250408,0.13441884917842054,0.5318934253774771,0.033429443659736165,0.06568157121323649,0.056523001852683726,Other_Faults,Other_Faults
0,1,0,1268,0.3001975222176153,0.020984896797508052,0.10215976404424343,0.3640393381595961,0.09384348841218529,0.02646019065434989,0.09231479971450193,Other_Faults,Other_Faults
0,1,0,1729,0.24997507911213193,0.022759593972457,0.1102490863453046,0.38405399212887253,0.08266472938608083,0.01969993564667695,0.13059758340847613,Other_Faults,Other_Faults
0,1,0,1913,0.2131528175196175,0.023189850543636564,0.16687595114235618,0.41407501167862293,0.030857897946274956,0.050756405742706734,0.1010920654267849,Other_Faults,Other_Faults
0,1,0,1671,0.276864632836775,0.03974038856713147,0.12608728898529872,0.3718048423488793,0.06077752586513372,0.024588403594899527,0.10013691780188236,Other_Faults,Other_Faults
0,1,0,1628,0.30379712159604133,0.024223971919231698,0.08509096508185936,0.35606370434235607,0.10387185380619167,0.03841114203828429,0.08854124121603563,Other_Faults,Other_Faults
0,1,0,1605,0.24074028845938591,0.027183371440968072,0.13099318744324528,0.3752637196216477,0.0836407441636188,0.014939150646386514,0.12723953822474768,Other_Faults,Other_Faults
0,1,0,1923,0.23602210169078597,0.01494741119602608,0.1505609095690732,0.38571326250300714,0.04982912112931646,0.03022124068105108,0.13270595323073997,Other_Faults,Other_Faults
0,1,0,1311,0.21154652529740045,0.04288894264967803,0.08667938239825894,0.36825083462353964,0.16555413182701859,0.019802735536407975,0.10527744766769623,Other_Faults,Other_Faults
0,1,0,1675,0.28209078869249044,0.01610737755540324,0.12068068015142884,0.35315194090987645,0.054979940473848334,0.07146901064451049,0.1015202615724421,Other_Faults,Other_Faults
0,1,0,1293,0.22815878985507998,0.03240427762851485,0.08771013980525125,0.37070087078304004,0.14744800853848905,0.021569144629883925,0.11200876875974082,Other_Faults,Other_Faults
0,1,0,1799,0.27390393631063253,0.026082743084777937,0.08824046897220082,0.3856902092535875,0.08302108495599217,0.02316612295146833,0.11989543447134077,Other_Faults,Other_Faults
0,1,0,1479,0.17003768148146342,0.030823164215236037,0.1296855714736437,0.3823569310577221,0.10461979817284765,0.014538726621764713,0.16793812697732224,Other_Faults,Other_Faults
0,1,0,1704,0.13093858496681982,0.04682933357033434,0.13728342061419693,0.3794853472750575,0.13069892556811405,0.01321616804875976,0.1615482199567177,Other_Faults,Other_Faults
0,1,0,1653,0.2479179765229085,0.03284878794179671,0.08823103607805184,0.39310001621036045,0.11904631648418793,0.015043684331768899,0.1038121824309258,Other_Faults,Other_Faults
0,1,0,1559,0.22250102607926,0.03274500201404617,0.09674115788749632,0.3863666443973358,0.10456850510897606,0.022058792359649675,0.1350188721532362,Other_Faults,Other_Faults
0,1,0,1606,0.2503459080560129,0.0331658572102991,0.08211008911062898,0.3562335289326424,0.12640914899659594,0.027859337979317077,0.12387612971450336,Other_Faults,Other_Faults
0,1,0,1367,0.16798766670233348,0.030542647336256497,0.10092254314908285,0.5359458953405013,0.034105953029077186,0.06939778891192162,0.06109750553082715,Other_Faults,Other_Faults
0,1,0,1388,0.1675394537590442,0.04055782386632421,0.12591730082339483,0.5208850888312394,0.032255033971627496,0.048071332434645606,0.0647739663137243,Other_Faults,Other_Faults
0,1,0,1935,0.18847637995094602,0.01618736927413176,0.24448798184063952,0.39268116254856217,0.03465359078071307,0.02264944866018088,0.1008640669448264,Other_Faults,Other_Faults
0,1,0,1537,0.16419398854863182,0.04640899418668394,0.13543089719499704,0.4484651425357031,0.03588329548710274,0.07400895732607463,0.09560872472080667,Other_Faults,Other_Faults
0,1,0,1794,0.24662884924072476,0.029316177261403616,0.09270193604436613,0.3562545498616727,0.11662490740666581,0.02519196294137614,0.13328161724379076,Other_Faults,Other_Faults
0,1,0,1295,0.2398515356715043,0.023321171747110347,0.1129551041001089,0.38195507935665923,0.11013820426249608,0.0323892936010891,0.09938961126103213,Other_Faults,Other_Faults
0,1,0,1387,0.1400776912831418,0.01966217478239006,0.21932933699647947,0.5143478329090139,0.028607643846438616,0.020811365974980296,0.05716395420755596,Other_Faults,Other_Faults
0,1,0,1485,0.20614469343261882,0.03062121142791959,0.10505926800145109,0.3777462663783663,0.13945972103491386,0.013869858355866049,0.12709898136886452,Other_Faults,Other_Faults
0,1,0,1874,0.14140381662058946,0.03506829943217391,0.12632727354439682,0.5109759272358536,0.03499303174513255,0.07763162661046871,0.07360002481138515,Other_Faults,Other_Faults
0,1,0,1523,0.16830597347302093,0.04866916186495694,0.11473467123279715,0.3814250217543564,0.1348871675372864,0.015345278721747473,0.13663272541583474,Other_Faults,Other_Faults
0,1,0,1812,0.23350550436745188,0.01931894446474327,0.1498940488680682,0.4432154980134611,0.03085960510340953,0.04623943003754844,0.07696696914531759,Other_Faults,Other_Faults
0,1,0,1888,0.17644327484890115,0.043310490463663774,0.09214961536269678,0.38780302186645194,0.13943583882233604,0.015328942484723593,0.14552881615122698,Other_Faults,Other_Faults
0,1,0,1608,0.32432474349862367,0.02427210189250193,0.09893166695317598,0.349004066468666,0.08807005323955958,0.0475678918762545,0.06782947607121835,Other_Faults,Other_Faults
0,1,0,1423,0.2549284698776586,0.020975944189911968,0.12480047281146935,0.3907788817722795,0.06840473866487291,0.019812168462614035,0.12029932422119359,Other_Faults,Other_Faults
0,1,0,1755,0.24930642352369575,0.025387535972704406,0.09398884651406023,0.36520086602132323,0.08735447305211354,0.03597268539088205,0.14278916952522072,Other_Faults,Other_Faults
0,1,0,1418,0.26224989268446747,0.028471063298737814,0.08494985473812734,0.36993059673801537,0.13338127290801297,0.01932158007720757,0.10169573955543156,Other_Faults,Other_Faults
0,1,0,1308,0.2268976537719374,0.03916101454111876,0.08986745247928862,0.363214740798713,0.13739549949463906,0.02134282737892284,0.12212081153538025,Other_Faults,Other_Faults
0,1,0,1561,0.16681673220645313,0.024378214728538062,0.13527861908988392,0.4079051050631732,0.04315995890911796,0.13392889092596572,0.08853247907686791,Other_Faults,Other_Faults
0,1,0,1517,0.1775338194349728,0.06003674544241786,0.07925896287496433,0.35430176381488543,0.2146333667285797,0.014279245465437646,0.0999560962387421,Other_Faults,Other_Faults
0,1,0,1797,0.285289200165432,0.015675878381340016,0.11029549034216318,0.35244997435328046,0.05383449573102912,0.06595557250092501,0.11649938852583,Other_Faults,Other_Faults
0,1,0,1282,0.24694111852415385,0.02795930790863391,0.08901023239411415,0.35810075379314754,0.12178518609473538,0.01957020410734078,0.13663319717787425,Other_Faults,Other_Faults
0,1,0,1674,0.20072576448394638,0.04448643885451978,0.08372070754909293,0.36989730880910054,0.154695697648691,0.015802031626505716,0.13067205102814367,Other_Faults,Other_Faults
0,1,0,1680,0.12679192852995183,0.03612633313076113,0.15313124976506073,0.39457272412986655,0.09855353670076245,0.012123932233941221,0.1787002955096561,Other_Faults,Other_Faults
0,1,0,1903,0.17296779154659528,0.042211449929704346,0.15364845518844178,0.47060848932592625,0.02996104174715654,0.057250740701058934,0.07335203156111678,Other_Faults,Other_Faults
0,1,0,1409,0.2939920627834266,0.021042117061332636,0.11616652316649762,0.3504377056445829,0.08949235301970897,0.05858293275662704,0.07028630556782434,Other_Faults,Other_Faults
0,1,0,829,0.18612651399366062,0.07240003148637922,0.0937398590042653,0.3421746271190517,0.12647131125127598,0.031474209399124244,0.1476134477462429,Dirtiness,Other_Faults
0,1,0,814,0.1956695508267157,0.040666725934701616,0.09527071404092767,0.3697615175277129,0.16604483308332763,0.017103788127671687,0.11548287045894286,Dirtiness,Other_Faults
0,1,0,856,0.1584483717829546,0.1816446996096442,0.09292014234859676,0.33313515867967863,0.12906556707161804,0.016063023744769735,0.08872303676273803,Dirtiness,Other_Faults
0,1,0,862,0.23476023961406778,0.0641387401600186,0.07559819168483489,0.35826920834164483,0.1652850334984793,0.021795033465376135,0.08015355323557855,Dirtiness,Other_Faults
0,1,0,861,0.22370581345843504,0.06298331620898896,0.0789699408156589,0.360466583772948,0.14405739530742126,0.02412371469808402,0.10569323573846386,Dirtiness,Other_Faults
0,1,0,721,0.10482926944835519,0.011263310440286677,0.5530975337530842,0.22479462446297319,0.0312670608916834,0.018804486601519895,0.05594371440209755,K_Scratch,K_Scratch
0,1,0,607,0.08581468220312502,0.011868565616914685,0.6148451582091667,0.1930845464024003,0.030452027369879352,0.014569946878846052,0.04936507331966816,K_Scratch,K_Scratch
0,1,0,572,0.1815556203396419,0.02055760361933284,0.25597497554518894,0.3989684682449125,0.031121571271391524,0.022820147406535277,0.08900161357299688,K_Scratch,Other_Faults
0,1,0,530,0.10142676304233789,0.013163247418329424,0.5518917321891937,0.2297188864977514,0.03345889043538986,0.01725408734278098,0.05308639307421686,K_Scratch,K_Scratch
0,1,0,562,0.09930550330951256,0.011788223138068736,0.5681602349751996,0.21624546270034628,0.032588758946442475,0.01789422187809222,0.054017595052338274,K_Scratch,K_Scratch
0,1,0,655,0.0921034783309784,0.012043110252135763,0.5963741005225776,0.20135997203563197,0.030574483216740268,0.016261962215242638,0.051282893426693635,K_Scratch,K_Scratch
0,1,0,692,0.09215521300917615,0.01179832729547297,0.5937753829007276,0.20526647576502233,0.029753727312677985,0.014952675883548767,0.052298197833374326,K_Scratch,K_Scratch
0,1,0,490,0.09131081099755221,0.010349448968727352,0.6168351578455173,0.1852311565800768,0.02827254549140916,0.014146248331756723,0.0538546317849606,K_Scratch,K_Scratch
0,1,0,403,0.10043359652605761,0.011895892790971006,0.5267418134377547,0.27392261037226173,0.03045378770436613,0.015461387379519145,0.041090911789069685,K_Scratch,K_Scratch
0,1,0,705,0.09650585537940268,0.01293951525116054,0.570678018392805,0.21730434160431167,0.03392191072517006,0.016433141790078116,0.052217216857072174,K_Scratch,K_Scratch
0,1,0,446,0.0960464029970963,0.010128615362759939,0.6072326709862818,0.1888010562905867,0.02758686061056781,0.016023719366927074,0.05418067438578066,K_Scratch,K_Scratch
0,1,0,555,0.106426462896354,0.013550105760385183,0.5252453103033619,0.2415635681790385,0.03531843699103888,0.019497973854979547,0.05839814201484228,K_Scratch,K_Scratch
0,1,0,610,0.08877575474238528,0.011675126884152398,0.6139955026618104,0.19080291281943784,0.030137190192490722,0.015618846273213654,0.0489946664265101,K_Scratch,K_Scratch
0,1,0,658,0.08887099283762337,0.011675126884152398,0.6130449507254186,0.1916582266605913,0.030137190192490722,0.015618846273213654,0.0489946664265101,K_Scratch,K_Scratch
0,1,0,601,0.08929601348791996,0.01172694035565499,0.6063085646643155,0.19546890856035176,0.030810765322024404,0.015618846273213654,0.05076996133652004,K_Scratch,K_Scratch
0,1,0,406,0.08760951640976199,0.013081263315807487,0.5974245965374827,0.19010263766252805,0.04017966556675753,0.011053959515678386,0.0605483609919839,K_Scratch,K_Scratch
0,1,0,719,0.09958251873851769,0.011607661658619421,0.5754366719240206,0.2127934077794919,0.029671697846788216,0.01845817763139795,0.052449864421164394,K_Scratch,K_Scratch
0,1,0,731,0.11391095794564851,0.01129430391054754,0.5271851059105785,0.2358150065160717,0.03172158534920542,0.01771805995905174,0.062354980408896754,K_Scratch,K_Scratch
0,1,0,569,0.09744119670157776,0.011823188173033773,0.5775087631486527,0.2097541789146163,0.032412018048598716,0.017459439269396564,0.053601215744124395,K_Scratch,K_Scratch
0,1,0,523,0.13367549415772645,0.014456229895253294,0.4141472245616995,0.290307279901598,0.04316004990758771,0.012591920106647775,0.09166180146948771,K_Scratch,K_Scratch
0,1,0,506,0.09191735852890501,0.012290729983313153,0.6013956425066262,0.1880218288227444,0.03595787014082128,0.01062882445753157,0.05978774556005841,K_Scratch,K_Scratch
0,1,0,639,0.08933354117762157,0.011691975320689956,0.6071143905365606,0.19457517060019464,0.03102815662637223,0.016053628881909306,0.05020313685665208,K_Scratch,K_Scratch
0,1,0,663,0.09001811243285603,0.012343456465906254,0.595289263910717,0.20236747103033803,0.03200286434157964,0.014778280212179385,0.05320055160642374,K_Scratch,K_Scratch
0,1,0,462,0.09600136508664997,0.013359568186142718,0.571200486835997,0.19835698136949284,0.041204333498446336,0.011446116378423486,0.06843114864484771,K_Scratch,K_Scratch
0,1,0,702,0.08689730666607057,0.011920379088417277,0.6091454518607071,0.19586692131241,0.031125602499413034,0.014569946878846052,0.05047439169413634,K_Scratch,K_Scratch
0,1,0,625,0.08863082720615338,0.011675126884152398,0.6114282148771312,0.1928008424260631,0.030137190192490722,0.015618846273213654,0.04970895214079581,K_Scratch,K_Scratch
0,1,0,722,0.10180091913224965,0.01207271947661842,0.5597109866490411,0.22341389193551653,0.031079440431001394,0.017561695254185352,0.05436034712138768,K_Scratch,K_Scratch
0,1,0,634,0.09401735691162205,0.013137524656264863,0.5747601534736195,0.2151053579467616,0.03406458524464228,0.01569237568497836,0.05322264608211147,K_Scratch,K_Scratch
0,1,0,408,0.09809416009712589,0.011921463679729995,0.5285164947651537,0.27180990089240725,0.02948117220819368,0.013978590357367116,0.04619821800002244,K_Scratch,K_Scratch
0,1,0,443,0.09284529501737189,0.009874832379177367,0.609137708438817,0.18752156196879585,0.0266766880942085,0.015056383284819405,0.058887530816810155,K_Scratch,K_Scratch
0,1,0,683,0.08399570276399146,0.01180425693524266,0.6120782539391406,0.1976041498705278,0.030435950199461347,0.01358923948334766,0.050492446808288696,K_Scratch,K_Scratch
0,1,0,493,0.09787000563939514,0.010210608513880415,0.6051682486679738,0.19027571383003966,0.027362372975049846,0.014328337537005378,0.054784712836655834,K_Scratch,K_Scratch
0,1,0,501,0.0993367042281461,0.014540721615562862,0.5511578154699198,0.22653799872717922,0.03736174181714917,0.01753296868116127,0.053532049460881886,K_Scratch,K_Scratch
0,1,0,671,0.09258169543771531,0.012505627732237672,0.585084435033173,0.20993294056229853,0.03171986665945778,0.014778280212179385,0.05339715436293847,K_Scratch,K_Scratch
0,1,0,450,0.09508751621527083,0.010273226079942428,0.5975668416115025,0.20000417039843693,0.02723674392524808,0.014403322769755924,0.05542817899984334,K_Scratch,K_Scratch
0,1,0,495,0.09254218262560848,0.012535302090431433,0.5933250496544396,0.1921504466602627,0.03824851396930003,0.01103722585776494,0.06016127914219298,K_Scratch,K_Scratch
0,1,0,519,0.09900904495506346,0.012885092476490011,0.553372307163184,0.22923752651333187,0.034315384201255135,0.01753296868116127,0.05364767600951458,K_Scratch,K_Scratch
0,1,0,496,0.09242738064870983,0.01247240900867043,0.5975631873646114,0.18992674937940263,0.0367635976490783,0.01273214111200223,0.05811453483752532,K_Scratch,K_Scratch
0,1,0,520,0.09082906943337661,0.011551581787999376,0.6116548445991052,0.18445796443165363,0.033670417013992406,0.012689360363339126,0.055146762370533696,K_Scratch,K_Scratch
0,1,0,109,0.2519022295825507,0.029438216250279422,0.08642546303787169,0.35807072624050923,0.13321350534099452,0.01904677755153042,0.12190308199626396,Pastry,Other_Faults
0,1,0,45,0.17928790352058496,0.06265615634461436,0.08430296854970268,0.35817371533275766,0.1852751889654078,0.014935382257963238,0.11536868502896926,Pastry,Other_Faults
0,1,0,44,0.22716269912362777,0.042418307105521566,0.07983797240621802,0.3626750900165021,0.15315653646802466,0.023168510402039003,0.11158088447806681,Pastry,Other_Faults
0,1,0,15,0.1627673782867708,0.11482785871172622,0.1142282258792709,0.35970766901008666,0.1298593931996911,0.014481181811635244,0.10412829310081925,Pastry,Other_Faults
0,1,0,139,0.21410765860002054,0.08119121170848102,0.0747493548783594,0.35072272839976554,0.15710104454989646,0.03126261331807579,0.09086538854540128,Pastry,Other_Faults
0,1,0,23,0.20662440826488448,0.04480182834075152,0.08978767301074965,0.36083306432293527,0.17050029503274,0.01741072424725124,0.11004200678068779,Pastry,Other_Faults
0,1,0,144,0.3062532159767776,0.02722792415853416,0.09538995903453643,0.3509260460188701,0.10503879101194767,0.02720094083608112,0.08796312296325301,Pastry,Other_Faults
0,1,0,41,0.1971620091434251,0.03689682735319109,0.08938835637205617,0.35425392815920625,0.19433359892104674,0.015455923313268314,0.11250935673780646,Pastry,Other_Faults
0,1,0,87,0.22205629975841393,0.03370524634707002,0.08723845927261058,0.35567515026366614,0.1745128209979044,0.01769042768754347,0.10912159567279148,Pastry,Other_Faults
0,1,0,83,0.12054429332786923,0.04614879017326411,0.16007192733440825,0.3730375285870563,0.15383438731256385,0.012169314752512211,0.13419375851232618,Pastry,Other_Faults
0,1,0,11,0.16849603831910898,0.07378776303373842,0.10457933290557607,0.3680132075571892,0.15516827280147785,0.015708669191431573,0.11424671619147792,Pastry,Other_Faults
0,1,0,122,0.19987240702820178,0.039352869340470116,0.08963113588631527,0.3558279680368917,0.185476828235669,0.01611571663351013,0.113723074838942,Pastry,Other_Faults
0,1,0,77,0.22853763060135035,0.02993788237636633,0.08268629342324302,0.36368094063502787,0.16479247307405145,0.018720079184725714,0.11164470070523526,Pastry,Other_Faults
0,1,0,35,0.2424511100910059,0.06289769742555305,0.08297308995165696,0.355246302943895,0.15533125084174496,0.01912900974065911,0.08197153900548514,Pastry,Other_Faults
0,1,0,13,0.1932217306818966,0.07265857902952327,0.08501884121725085,0.36227233011690513,0.18703686849585197,0.016630492355703335,0.08316115810286885,Pastry,Other_Faults
0,1,0,112,0.19431915332925015,0.03736746233711485,0.07836177674834527,0.3769563484405562,0.17306721509849216,0.01617231196542576,0.12375573208081564,Pastry,Other_Faults
0,1,0,321,0.17464835308829596,0.030692489174906093,0.12130608361988308,0.37947376724797954,0.13730079205484988,0.01338649145158063,0.14319202336250492,Z_Scratch,Other_Faults
0,1,0,303,0.25328880838471746,0.025367995768864286,0.10003681333621309,0.3673704056288566,0.08985359003616765,0.023099066790136614,0.14098332005504433,Z_Scratch,Other_Faults
0,1,0,217,0.1277389740046705,0.03542717691539099,0.17910937366014967,0.3847113455918304,0.09565134979257797,0.012351947539054487,0.16500983249632595,Z_Scratch,Other_Faults
0,1,0,337,0.2057287889776581,0.01063585875688098,0.2176559953874905,0.41802857260858794,0.028908670509281496,0.02076217452868136,0.0982799392314196,Z_Scratch,Other_Faults
0,1,0,228,0.2797579264713985,0.017222176686887046,0.11382261810642091,0.37344054141536853,0.05425226894650182,0.03834349965839402,0.1231609687150289,Z_Scratch,Other_Faults
0,1,0,249,0.26842708448634933,0.026238696507459355,0.09302713297391092,0.35855889636221994,0.09860770471512692,0.022516735102436288,0.13262374985249709,Z_Scratch,Other_Faults
0,1,0,184,0.10036876904153127,0.01167851982774916,0.5354577117996298,0.23098083133884,0.03620483559385884,0.010619067084176238,0.07469026531421488,Z_Scratch,K_Scratch
0,1,0,274,0.24214386035193733,0.018151585072057268,0.11379082699281282,0.3888920761487241,0.046979292005129236,0.06211670238852046,0.12792565704081876,Z_Scratch,Other_Faults
0,1,0,207,0.16907608095676796,0.04382076011145235,0.12099170591218489,0.39110521269419407,0.11161159519987969,0.013927279881838681,0.1494673652436824,Z_Scratch,Other_Faults
0,1,0,285,0.2701984529275137,0.02310199051896501,0.1027314735692341,0.36472323672609747,0.08710475958978037,0.032271804268766274,0.11986828239964316,Z_Scratch,Other_Faults
0,1,0,293,0.27922192662413287,0.019675945521099854,0.10085949323362998,0.35641380215701574,0.10241373766137878,0.031102354227351046,0.11031274057539173,Z_Scratch,Other_Faults
0,1,0,255,0.2571376152076542,0.029905192969829228,0.08996133401617432,0.38326660175777183,0.09503038951968973,0.021696040001167857,0.1230028265277128,Z_Scratch,Other_Faults
0,1,0,251,0.27342347979847825,0.026240237757672702,0.09626963631930037,0.36748120415274016,0.08255703322531092,0.02917764308756963,0.12485076565892804,Z_Scratch,Other_Faults
0,1,0,331,0.22687568863713176,0.01687409932620137,0.1543226459991448,0.3932933556907077,0.03675795229966872,0.03214786137961329,0.13972839666753217,Z_Scratch,Other_Faults
0,1,0,329,0.2305936018504569,0.03289280190288247,0.08865049352219483,0.36512849305841266,0.10858392929707021,0.0401111298804235,0.13403955048855937,Z_Scratch,Other_Faults
0,1,0,245,0.1907129749961759,0.023942323691571676,0.15426238957925573,0.42048795962784863,0.03860009354919194,0.06258066067886117,0.1094135978770948,Z_Scratch,Other_Faults
0,1,0,254,0.25126678834728167,0.018789925008193403,0.1298311354272659,0.35570824220127706,0.04631464196522751,0.054478098604672016,0.14361116844608238,Z_Scratch,Other_Faults
0,1,0,177,0.2598396524888511,0.026824237018090672,0.09990212539667159,0.3535423010917238,0.09896410059661717,0.02950110067091215,0.13142648273713342,Z_Scratch,Other_Faults
0,1,0,275,0.1851017506039687,0.018331183652108066,0.22017168789684072,0.39563344841754067,0.04131479773247089,0.027718880340532773,0.11172825135653813,Z_Scratch,Other_Faults
0,1,0,761,0.16871144400642435,0.018232321258044984,0.12016688015708539,0.31828252105590626,0.04329799280735524,0.26469641420112744,0.0666124265140563,Stains,Other_Faults
0,1,0,804,0.20994028412529267,0.0202682961204063,0.11060833317791324,0.37305164018120934,0.040693680305678555,0.14913458267632748,0.09630318341317234,Stains,Other_Faults
0,1,0,782,0.23962558192968822,0.019899154566868103,0.09754095887415996,0.30387426138131013,0.0510661229924937,0.22921321777900225,0.05878070247647779,Stains,Other_Faults
0,1,0,791,0.2262168377652238,0.021580325895253483,0.11364582964568892,0.31269865139316616,0.05663933234530855,0.19267596394709127,0.07654305900826759,Stains,Other_Faults
0,1,0,758,0.26002992898815364,0.019036209039936577,0.09211532179432576,0.3051742573346264,0.056049881349872877,0.1977324884816457,0.06986191301143913,Stains,Other_Faults
0,1,0,790,0.22384299582560754,0.02152328993341404,0.0930198368920785,0.29029209915398896,0.04898692273449704,0.263055674302336,0.05927918115807799,Stains,Other_Faults
0,1,0,742,0.19777017435955063,0.02248056596963567,0.14157384383025312,0.38069976057647836,0.04733562123724371,0.11574903483694785,0.09439099918989056,Stains,Other_Faults
0,2,0,902,0.300938584473194,0.017678350810302917,0.08827893815500414,0.348184987031369,0.0669204733047875,0.062104638713625294,0.11589402751171696,Bumps,Other_Faults
0,2,0,1015,0.3211254303003803,0.032584902838258635,0.09349871576772256,0.3322337492192047,0.10941537599809745,0.03978972656287872,0.07135209931345778,Bumps,Other_Faults
0,2,0,1037,0.2738255036060479,0.04093203169868062,0.08962343169102535,0.3567629559546676,0.09870786799456574,0.04404796335795253,0.09610024569706013,Bumps,Other_Faults
0,2,0,878,0.23085715839118645,0.05009115859277241,0.07997057050572923,0.36478865853234355,0.1740866257866283,0.020105451645625178,0.08010037654571477,Bumps,Other_Faults
0,2,0,921,0.3152733901625768,0.012727233204423382,0.12495218495482825,0.3918411319951157,0.043440184893330916,0.036910509451756474,0.0748553653379682,Bumps,Other_Faults
0,2,0,1199,0.1714934526422898,0.018588387578613624,0.2402887525554739,0.4333864716894501,0.03277997049599743,0.02095200938704184,0.08251095565113324,Bumps,Other_Faults
0,2,0,1034,0.2425247035163364,0.0423607690904319,0.08365710092444453,0.3576363718914689,0.09555043292864393,0.05669656921510123,0.12157405243357308,Bumps,Other_Faults
0,2,0,1105,0.23679751629072102,0.04029028724133298,0.08048065849493227,0.37478993978471187,0.13578978361638036,0.02445611562270371,0.10739569894921769,Bumps,Other_Faults
0,2,0,1000,0.15078016178330045,0.024539040539034117,0.21278694749411098,0.3916721700605644,0.07082483165209916,0.011323182621407057,0.13807366584948372,Bumps,Other_Faults
0,2,0,987,0.20034089932332616,0.03948414278944884,0.09299463164670346,0.36014438866052123,0.18414683579160285,0.015514911624384307,0.1073741901640128,Bumps,Other_Faults
0,2,0,890,0.32778025535739713,0.022384061711562438,0.07762138623668362,0.35752506932280276,0.08787588611661529,0.023501930464971094,0.10331141078996758,Bumps,Other_Faults
0,2,0,1069,0.32677002513992387,0.021830554757612784,0.09675352134871262,0.3430207117849594,0.04925596489161232,0.09470011875092459,0.06766910332625417,Bumps,Other_Faults
0,2,0,990,0.21702910162103617,0.045334400546351426,0.07595708073418947,0.36594502084786024,0.16266203326506198,0.019996989084498498,0.11307537390100203,Bumps,Other_Faults
0,2,0,1226,0.2771050916296544,0.01825128621985266,0.0955531990005591,0.4133957074804998,0.05781458266507748,0.01724952817299451,0.12063060483136219,Bumps,Other_Faults
0,2,0,1060,0.3105114179316742,0.015088555256616202,0.0921124792892399,0.3558361937361644,0.05263928760738534,0.10694484263073724,0.06686722354818264,Bumps,Other_Faults
0,2,0,1039,0.3207609200653898,0.020827852084779507,0.08405480357893538,0.3379469632758297,0.05917789627949955,0.10581168577613917,0.07141987893942671,Bumps,Other_Faults
0,2,0,876,0.21706316621446115,0.03698566598391829,0.08356233847295032,0.3614944860512604,0.1844254096240787,0.01877818365210618,0.09769075000122486,Bumps,Other_Faults
0,2,0,1003,0.29898627052669674,0.016158219910645696,0.09713179855180674,0.36218189004344004,0.055401934935576776,0.08302263852741872,0.08711724750441502,Bumps,Other_Faults
0,2,0,1053,0.29674305866389294,0.01668315534056909,0.09275092740366636,0.37057508373117265,0.05231460842706271,0.05642303631773069,0.11451013011590536,Bumps,Other_Faults
0,2,0,1143,0.3025751407253343,0.025413977336369617,0.08303933354868447,0.3447147934098397,0.11171457788482574,0.02447111574969666,0.10807106134524957,Bumps,Other_Faults
0,2,0,898,0.3205528903848443,0.016583829532192652,0.09304855865470539,0.3426695061121179,0.06790629432661874,0.08633619993914696,0.07290272105037413,Bumps,Other_Faults
0,2,0,1152,0.11097646260686844,0.013710577044286661,0.49660762089341903,0.26092700326178236,0.02952235338129467,0.013480098025574727,0.07477588478677447,Bumps,K_Scratch
0,2,0,961,0.3084240205796892,0.017637761353454292,0.08920409650730264,0.34252566240419335,0.07282821588170467,0.0697696759146708,0.09961056735898514,Bumps,Other_Faults
0,2,0,1170,0.3155181348947208,0.014712002048615825,0.11078525168059505,0.3697447752503083,0.05126248578511581,0.0693630056203996,0.06861434472024451,Bumps,Other_Faults
0,2,0,1009,0.3224811045524134,0.017607476952614574,0.08634378468455563,0.3531410611596795,0.07049493088355076,0.03550104935960359,0.1144305924075824,Bumps,Other_Faults
0,2,0,953,0.1423960664790972,0.04156392117737948,0.16545302999868755,0.3553240328502432,0.13518630172428886,0.011767883045711264,0.1483087647245921,Bumps,Other_Faults
0,2,0,1189,0.2570550190627546,0.03988680937980604,0.08066302374243257,0.37367018051001966,0.11757566480588684,0.028742204825538735,0.10240709767356147,Bumps,Other_Faults
0,2,0,1055,0.32493136413484336,0.022880785121697982,0.08719635680870763,0.35467136002836985,0.09215109667375863,0.02382473081539601,0.09434430641722648,Bumps,Other_Faults
0,2,0,1204,0.31243309491262283,0.01632686345837957,0.09540891041688247,0.3607968810943783,0.051462315574322445,0.04756551650387208,0.11600641803954206,Bumps,Other_Faults
0,2,0,1206,0.29187897050876904,0.014339390726501658,0.11591432217126028,0.38216935303483823,0.035754074348380974,0.030584050205146807,0.12935983900510295,Bumps,Other_Faults
0,2,0,1207,0.27007533306709997,0.014182950136798864,0.10865799901825442,0.36247130292263413,0.03854659539715146,0.044154230607065185,0.161911588850996,Bumps,Other_Faults
0,2,0,964,0.3181159813616062,0.02519442157608304,0.08812163725835952,0.34683063317769447,0.11092231966784405,0.028023748366067792,0.08279125859234483,Bumps,Other_Faults
0,2,0,1090,0.3179748680705993,0.023655454006764106,0.08563827645589939,0.34771610831102157,0.10128365497800842,0.029217990103408708,0.09451364807429848,Bumps,Other_Faults
0,2,0,996,0.15766881555363357,0.033613996356666356,0.12314591532406358,0.4805252643018126,0.03992213267290933,0.0822124872618852,0.08291138852902925,Bumps,Other_Faults
0,2,0,886,0.20626682569397306,0.019546023272037413,0.11175003396938266,0.45872603022615704,0.03785278798685461,0.07050242934403689,0.0953558695075582,Bumps,Other_Faults
0,2,0,1148,0.17452061025151558,0.011935915015572111,0.2955662270875502,0.3585299263939614,0.028696648362786816,0.01737793080189433,0.11337274208671948,Bumps,Other_Faults
0,2,0,1130,0.27901384823703224,0.01876137076140575,0.08967640960304622,0.34873058496329984,0.06723585862730365,0.0481447974563046,0.14843713035160747,Bumps,Other_Faults
0,2,0,1045,0.32643670868197916,0.021060694550037642,0.08956692709621823,0.3601784472482972,0.0796124108768033,0.02940650015142675,0.09373831139523753,Bumps,Other_Faults
0,2,0,1231,0.18512154743293943,0.017024651699724738,0.24559996570128598,0.406132483594371,0.03130548642165467,0.023181389551450403,0.09163447559857373,Bumps,Other_Faults
0,2,0,1242,0.30368841682871844,0.02865857998968319,0.10317734003275796,0.38028713192397917,0.08239406661236752,0.020008806162621903,0.08178565844987169,Bumps,Other_Faults
0,2,0,1466,0.3201104589115042,0.018956396952721624,0.09482507088671661,0.3469181389803168,0.06581317347065614,0.04750937729392762,0.10586738350415689,Other_Faults,Other_Faults
0,2,0,1470,0.3035007517382333,0.03027620071015482,0.08939574621176039,0.3504520840721622,0.10985465303980713,0.03167264630521642,0.08484791792266569,Other_Faults,Other_Faults
0,2,0,1786,0.24465015571386545,0.016080532337956446,0.11698200118946273,0.3940958560201564,0.035819520356151345,0.04138350272428768,0.1509884316581196,Other_Faults,Other_Faults
0,2,0,1590,0.2180108167157207,0.04463997457606303,0.07774043236001732,0.366090191166547,0.18810825335075707,0.01858907761533658,0.0868212542155583,Other_Faults,Other_Faults
0,2,0,1756,0.23275152398796958,0.04826160981938081,0.08433569810418139,0.347679073629494,0.1323235578854777,0.03459142671706437,0.12005710985643224,Other_Faults,Other_Faults
0,2,0,1438,0.3293522013342837,0.017584595820788224,0.10288605818827622,0.35532526958611976,0.05047552921618964,0.042228894033784596,0.10214745182055773,Other_Faults,Other_Faults
0,2,0,1319,0.2571054340471381,0.042178786862505806,0.08648221171333673,0.3662087079340403,0.13929163371958128,0.02225527791433843,0.08647794780905939,Other_Faults,Other_Faults
0,2,0,1809,0.26955894038032235,0.02383298117735006,0.0856353425299773,0.35552376711247774,0.12986440425970222,0.018775619981067138,0.11680894455910307,Other_Faults,Other_Faults
0,2,0,1726,0.23456435532758962,0.033374957485177645,0.0888355584837575,0.3612490891025982,0.15242575152800492,0.01943736739328173,0.11011292067959028,Other_Faults,Other_Faults
0,2,0,1425,0.31058434595967355,0.022735536608860456,0.09509860048682896,0.35295434943179027,0.09149786190732973,0.04695175858765099,0.08017754701786614,Other_Faults,Other_Faults
0,2,0,1781,0.2449794911418847,0.01299981269126762,0.16274568557138522,0.3791709303549625,0.04667664313503849,0.025075193725224713,0.12835224338023665,Other_Faults,Other_Faults
0,2,0,1357,0.2615507549389915,0.018069422074145244,0.1441037888106447,0.39772715073179016,0.048135511166541495,0.031667315318276844,0.09874605695960997,Other_Faults,Other_Faults
0,2,0,1356,0.12130031371562135,0.01992173709996175,0.2827735672911922,0.46906593306344574,0.03699519554266591,0.017795349352075683,0.052147903935037515,Other_Faults,Other_Faults
0,2,0,1304,0.1695422797229794,0.08127601609365998,0.09392157553165266,0.36601112930859586,0.15302375514638347,0.023506084163650343,0.11271916003307825,Other_Faults,Other_Faults
0,2,0,1624,0.15484510681420374,0.033396264931418874,0.1346350069646889,0.3908482972551507,0.12206508198232706,0.012316366682282762,0.15189387536992782,Other_Faults,Other_Faults
0,2,0,1914,0.2154718496942632,0.018935180059350736,0.10548597892741686,0.44758349597514757,0.033311546077202145,0.060867854878711034,0.11834409438790823,Other_Faults,Other_Faults
0,2,0,1353,0.2585167268663656,0.015656305535111652,0.10574220445839297,0.35703609085579613,0.06502492626160566,0.11940401261723982,0.07861973340548813,Other_Faults,Other_Faults
0,2,0,1833,0.23500248886084388,0.03765813310173376,0.19634490020571702,0.35263727073055606,0.07129416514194874,0.03604229274722028,0.07102074921198019,Other_Faults,Other_Faults
0,2,0,1599,0.23784311189476492,0.02680798718930912,0.08521676605719174,0.3746810640672502,0.13739995546384445,0.018627371458075945,0.11942374386956357,Other_Faults,Other_Faults
0,2,0,1496,0.2838799545284396,0.025954848682055612,0.08429100141885341,0.348884921269295,0.11024346317451336,0.02033304119422926,0.12641276973261362,Other_Faults,Other_Faults
0,2,0,1275,0.2070362086998189,0.01600479360636614,0.0966339839932472,0.29483399706867935,0.053935550844086244,0.2692789163925184,0.06227654939528384,Other_Faults,Other_Faults
0,2,0,1852,0.18809828123584393,0.01987120658016631,0.17738408172532222,0.4434446941484429,0.03182488324632274,0.041627965360312526,0.09774888770358936,Other_Faults,Other_Faults
0,2,0,1638,0.2925261642983713,0.014617765830533494,0.11160890112432371,0.35879340972553736,0.05631471975733397,0.09886859420383107,0.06727044506006902,Other_Faults,Other_Faults
0,2,0,1778,0.2209031371480044,0.014147586332074587,0.21055783264457262,0.38155296361635616,0.03517958709723295,0.020412019290110335,0.11724687387164888,Other_Faults,Other_Faults
0,2,0,1845,0.19765568489577384,0.026310654227247824,0.11883904872453296,0.4020479262665813,0.11402266883086247,0.016045281213726503,0.12507873584127494,Other_Faults,Other_Faults
0,2,0,1497,0.22958792621252946,0.033995605633942896,0.0862272172157115,0.360897372138394,0.1635546819511288,0.015730010085526058,0.11000718676276716,Other_Faults,Other_Faults
0,2,0,1551,0.26154851240364413,0.03552280969803292,0.08697581214557479,0.34723264224415723,0.11863323135741843,0.03177254997858984,0.11831444217258269,Other_Faults,Other_Faults
0,2,0,1586,0.21636476301952967,0.015228919310405367,0.12080902942984077,0.3996418022718874,0.03495571665587412,0.04454310096016067,0.16845666835230183,Other_Faults,Other_Faults
0,2,0,1895,0.2375332787112313,0.020610710690398742,0.12519014094212122,0.45011760745228274,0.03939486000240507,0.04885770370600971,0.07829569849555122,Other_Faults,Other_Faults
0,2,0,1773,0.23743689069736962,0.012663832987279258,0.1452830389704335,0.43124891930577297,0.03974183298714789,0.02415680727701391,0.10946867777498286,Other_Faults,Other_Faults
0,2,0,1346,0.2935274482011906,0.02047402422392529,0.09420582253328615,0.35802215389517417,0.11678768665011757,0.01684567525129964,0.10013718924500654,Other_Faults,Other_Faults
0,2,0,1733,0.25319958652291025,0.016684871650593142,0.11622841189575904,0.39036384037518124,0.0486989315371743,0.03712832873129332,0.1376960292870885,Other_Faults,Other_Faults
0,2,0,1343,0.2886344013201319,0.027611934408094275,0.0853491066639839,0.3521118016022038,0.10596269725015102,0.024012013720975566,0.11631804503445942,Other_Faults,Other_Faults
0,2,0,1707,0.11977000456935556,0.045936564170587696,0.14419509918755646,0.4071124415940826,0.1132494038242188,0.012242784053979832,0.15749370260021867,Other_Faults,Other_Faults
0,2,0,1331,0.24780273587657356,0.03643914279152539,0.07645670832049795,0.3799693749068165,0.12609490220092476,0.020923381397799957,0.11231375450586178,Other_Faults,Other_Faults
0,2,0,1421,0.3081943208305064,0.023222085144609213,0.09165985983699253,0.3689015158612586,0.08459852812943178,0.02704445580652818,0.09637923439067318,Other_Faults,Other_Faults
0,2,0,1741,0.213970072966027,0.018958977635035294,0.2037103412387564,0.3856130224301635,0.04030589167834777,0.02393441810801925,0.11350727594365057,Other_Faults,Other_Faults
0,2,0,1627,0.2886691768064413,0.013253539827754322,0.12703414587791884,0.3880945250729262,0.03794578520021272,0.04059588595414326,0.10440694126060328,Other_Faults,Other_Faults
0,2,0,1701,0.2283558699124859,0.02340293267161876,0.12911559828822797,0.3957938516921409,0.07912559568415957,0.013815811876939808,0.1303903398744272,Other_Faults,Other_Faults
0,2,0,1890,0.27282874059825635,0.014410222888318207,0.1301787757023003,0.40173896749748833,0.03917685407708644,0.03555974810674835,0.10610669112980181,Other_Faults,Other_Faults
0,2,0,1699,0.1698011872217296,0.08571025886329324,0.10066377055042927,0.3732984263802498,0.154300756998983,0.015241906771363974,0.10098369321395123,Other_Faults,Other_Faults
0,2,0,1545,0.3030129647813285,0.027957982330288157,0.10627176206256606,0.3499504469944325,0.08338848693266833,0.039314484395400535,0.0901038725033158,Other_Faults,Other_Faults
0,2,0,1317,0.2368500879189003,0.03567237768191084,0.08771095023396903,0.41765695842597184,0.09610921357860823,0.027450664061884344,0.09854974809875541,Other_Faults,Other_Faults
0,2,0,1454,0.3014101883551727,0.02545756410581365,0.08549374320042556,0.3567999641429031,0.10918855916676502,0.026010896227015783,0.0956390848019041,Other_Faults,Other_Faults
0,2,0,1811,0.24414004336427983,0.04119022342441957,0.07636635478818468,0.3624573842342877,0.16660656637216864,0.018224655728619567,0.09101477208803997,Other_Faults,Other_Faults
0,2,0,1313,0.14094425569297653,0.06631034507250509,0.11851354580258715,0.3592321051699811,0.1911420214644961,0.012793774546140238,0.11106395225131355,Other_Faults,Other_Faults
0,2,0,1315,0.18093630503332928,0.06188917612864484,0.08904572606932748,0.3480361664066992,0.19524203955279262,0.01536714062048387,0.10948344618872267,Other_Faults,Other_Faults
0,2,0,1782,0.11475738461817384,0.011910751004388454,0.5148909433741178,0.2467342314984341,0.031062329790910462,0.013850456565954154,0.06679390314802126,Other_Faults,K_Scratch
0,2,0,1652,0.26345598431044626,0.02392086516954566,0.08455709903388998,0.3525890392960927,0.13936174527185416,0.019914230578016782,0.11620103634015438,Other_Faults,Other_Faults
0,2,0,1846,0.20776966272239586,0.03326620852762517,0.10646046680181998,0.3952555572807789,0.13523002847087492,0.0187908262874361,0.10322724990906895,Other_Faults,Other_Faults
0,2,0,1272,0.11988059290399107,0.05212426241373847,0.16501284877496608,0.3768314307347773,0.12580103582406227,0.01138588588429895,0.1489639434641656,Other_Faults,Other_Faults
0,2,0,1362,0.15433032988791903,0.02490577014037025,0.21700632350169882,0.4834690407394465,0.03840956546942886,0.021638622968006404,0.06024034729313004,Other_Faults,Other_Faults
0,2,0,1582,0.14005389591346548,0.0555042501490159,0.1393318062914872,0.3683938345947179,0.1583538232625341,0.01234067036430301,0.12602171942447618,Other_Faults,Other_Faults
0,2,0,1372,0.20307586341206993,0.019220066062407327,0.13381653485423772,0.4048118270900209,0.03513637816183042,0.05048948938222253,0.15344984103721093,Other_Faults,Other_Faults
0,2,0,1329,0.21460000732983686,0.03113824044259136,0.08854653883454155,0.3947707482968804,0.13434804365497988,0.015111191786171922,0.12148522965499792,Other_Faults,Other_Faults
0,2,0,1934,0.2035398735912772,0.013762036217040037,0.19924198296935328,0.408347415183704,0.03541764878086503,0.023028761723156675,0.11666228153460373,Other_Faults,Other_Faults
0,2,0,1410,0.2984287314560446,0.022026259028247046,0.08114314527053847,0.3331963238971232,0.05860598739245544,0.13946439758842444,0.06713515536716674,Other_Faults,Other_Faults
0,2,0,1442,0.3186032248851479,0.017815680694675966,0.11265148322872767,0.3610316599801237,0.07241358612653144,0.036875618052124415,0.08060874703266876,Other_Faults,Other_Faults
0,2,0,1534,0.27557086256997815,0.024285367469646865,0.07698134394169746,0.35715620499312256,0.11087369708251839,0.022908357814298314,0.13222416612873808,Other_Faults,Other_Faults
0,2,0,1573,0.13141140804766718,0.08511889331568573,0.12950951229707042,0.36532010463927184,0.1659766355403481,0.01233098878326599,0.11033245737669066,Other_Faults,Other_Faults
0,2,0,1402,0.30915816467641144,0.019674016513093962,0.10984406304701425,0.3535573459830246,0.0811645945084636,0.034297069711540173,0.09230474556045186,Other_Faults,Other_Faults
0,2,0,1349,0.272771217918604,0.024996190722033063,0.08669500255189735,0.35996489114251373,0.13470023971548048,0.01899851135604373,0.10187394659342745,Other_Faults,Other_Faults
0,2,0,1509,0.22644575535816405,0.02987380924079814,0.11624834891998825,0.38980936145454115,0.07878824764230762,0.022324614663328024,0.1365098627208728,Other_Faults,Other_Faults
0,2,0,1763,0.14682380165650394,0.013849775009188072,0.3820983888697137,0.32740584291781005,0.03184894646369922,0.016393861081977816,0.08157938400110734,Other_Faults,K_Scratch
0,2,0,1732,0.26597692029254766,0.024982881249128522,0.09729055706892059,0.3751341564339104,0.10645989742544679,0.023719050218639414,0.10643653731140652,Other_Faults,Other_Faults
0,2,0,1644,0.2566794675112494,0.04296076852182086,0.08341867256648763,0.3519429297886326,0.1200277404514976,0.04534387526526672,0.09962654589504502,Other_Faults,Other_Faults
0,2,0,1377,0.09842873050027613,0.012067107432749413,0.3614182256270951,0.4443400526176278,0.029453765708964217,0.01760078042357869,0.036691337689708836,Other_Faults,Other_Faults
0,2,0,1691,0.1648146513601601,0.024919067738737147,0.13557852079941254,0.44372554110712875,0.03613035073515611,0.07349377257977002,0.12133809567963531,Other_Faults,Other_Faults
0,2,0,833,0.14669245180993543,0.025749811672755047,0.1219153200997793,0.5296541888784545,0.038814654273018945,0.06495164790695777,0.07222192535909917,Dirtiness,Other_Faults
0,2,0,815,0.15183822677588651,0.07812640118138252,0.11884947677471963,0.34733180358409405,0.17977274571731908,0.013782044650483485,0.1102993013161146,Dirtiness,Other_Faults
0,2,0,819,0.19339438068698553,0.07041832150807363,0.09208104943869516,0.36056739499953155,0.1451008314813346,0.01926409610198639,0.11917392578339302,Dirtiness,Other_Faults
0,2,0,849,0.15631508700887045,0.16242984241714478,0.1026975862645137,0.3341421014296842,0.14300973448562052,0.016549168349022706,0.08485648004514358,Dirtiness,Other_Faults
0,2,0,832,0.18196313778522313,0.025032698086922576,0.12359930242446218,0.4775566110199532,0.03462211191455263,0.05286792957487701,0.10435820919400922,Dirtiness,Other_Faults
0,2,0,409,0.09201801765622773,0.01298791607167088,0.588111233637308,0.1948709442236072,0.04012774935727261,0.009905673860214374,0.061978465193699185,K_Scratch,K_Scratch
0,2,0,379,0.25502341325554156,0.018322084168055128,0.23519034346691808,0.3345619849314931,0.07326489117337587,0.02082732399654787,0.06280995900806824,K_Scratch,Other_Faults
0,2,0,402,0.09096254539235966,0.012918950554429503,0.5965984065214931,0.19118571641454998,0.038196714874513996,0.009905673860214374,0.06023199238243934,K_Scratch,K_Scratch
0,2,0,544,0.09654334190374293,0.015021182143721825,0.555943011186287,0.22678777085388016,0.03792597325789644,0.015071130278469274,0.05270759037600242,K_Scratch,K_Scratch
0,2,0,499,0.09778812322219148,0.013968094642692918,0.5620617596320996,0.20383144167281153,0.043934536578667555,0.010322299592200884,0.0680937446593361,K_Scratch,K_Scratch
0,2,0,442,0.09433757033425551,0.011378871169869789,0.6025941004916227,0.189159835912373,0.03046617172966117,0.012370175535444268,0.05969327482677362,K_Scratch,K_Scratch
0,2,0,534,0.22928550268077244,0.014420477790413382,0.17950247024812005,0.39513938296337414,0.03839683389740983,0.029315891600249673,0.11393944081966044,K_Scratch,Other_Faults
0,2,0,392,0.09459305088904126,0.011378871169869789,0.5944783470234036,0.19845312957216454,0.03046617172966117,0.01162390687872785,0.05900652273713195,K_Scratch,K_Scratch
0,2,0,525,0.10825263095322116,0.011465735625953924,0.5481343549975758,0.2184040872687314,0.030965967426596488,0.014277669196102603,0.06849955453181886,K_Scratch,K_Scratch
0,2,0,684,0.18881296401337874,0.01596632418931089,0.2226871046224188,0.4086756128539525,0.033746971963725364,0.032894902922114826,0.09721611943509899,K_Scratch,Other_Faults
0,2,0,400,0.0979058525308608,0.01050112868163065,0.5616231941827887,0.22430714644053606,0.029065928561790327,0.012875590936407158,0.06372115866598667,K_Scratch,K_Scratch
0,2,0,468,0.09881377627437767,0.013448765277379702,0.5655185792527783,0.20318613876355326,0.042624549739922406,0.010954334479348033,0.06545385621264072,K_Scratch,K_Scratch
0,2,0,629,0.0850058598402919,0.012370585457582206,0.6103217604826154,0.19589884662245102,0.03278068117358358,0.011753421471152794,0.051868844952323065,K_Scratch,K_Scratch
0,2,0,554,0.09808725592814772,0.013333640056179739,0.5680153301351335,0.21756246613374125,0.034752235884159065,0.015071130278469274,0.053177941584169615,K_Scratch,K_Scratch
0,2,0,733,0.10774800543355705,0.012299994297944223,0.524890911373876,0.24923095887029004,0.03417728455898635,0.014256077705153128,0.057396767760193285,K_Scratch,K_Scratch
0,2,0,354,0.2542191714634794,0.015243580792159326,0.21164323821174663,0.35510924561867946,0.07104047997392987,0.028784472049712292,0.06395981189029293,K_Scratch,Other_Faults
0,2,0,509,0.09741743356701907,0.013899129125451541,0.5675547986663324,0.20307435530883958,0.042003502095908946,0.010322299592200884,0.06572848164424769,K_Scratch,K_Scratch
0,2,0,653,0.08702068049899929,0.011970158715050201,0.6172052903132539,0.18992770329239972,0.0316235979770267,0.01191665048964497,0.05033591871362529,K_Scratch,K_Scratch
0,2,0,579,0.09438525465789946,0.011974140118773593,0.5849487289567308,0.2084211254922929,0.032944681768022,0.01671155276621601,0.050614516240065396,K_Scratch,K_Scratch
0,2,0,364,0.24297917330954596,0.016773774517304985,0.19484291902347364,0.3373816540463266,0.07645916617796533,0.04727623975599194,0.08428707316939141,K_Scratch,Other_Faults
0,2,0,563,0.09225842581467633,0.012231962316946557,0.5865454788331532,0.20775354977402258,0.03336648304660463,0.0167266780903301,0.05111742212426676,K_Scratch,K_Scratch
0,2,0,673,0.08498418159119278,0.011694352914439004,0.623748343139318,0.18757815208572864,0.03220208943409303,0.011865837481514888,0.04792704335371362,K_Scratch,K_Scratch
0,2,0,405,0.09457014140523512,0.012830931687720738,0.5801558008610068,0.20369372244270603,0.037787549571731666,0.009853481120804346,0.06110837291079529,K_Scratch,K_Scratch
0,2,0,466,0.09769014080188418,0.011407483343633546,0.5879373105206431,0.1970065363032619,0.03028421003483851,0.012975269436315969,0.06269904955942293,K_Scratch,K_Scratch
0,2,0,578,0.09397877488394,0.012199654490302787,0.5909087707154389,0.200220480363781,0.034971792358830196,0.016857610987220443,0.05086291620048674,K_Scratch,K_Scratch
0,2,0,588,0.09468576286306529,0.0122513239372439,0.5841689207284524,0.20869675448221836,0.03245051444440945,0.015000707743258006,0.05274601580135269,K_Scratch,K_Scratch
0,2,0,528,0.09811601818952022,0.011443622650640618,0.5729030097974789,0.20711320400258984,0.033301970654268966,0.014539902351515269,0.06258227235398638,K_Scratch,K_Scratch
0,2,0,573,0.09702769125682094,0.011757249211511245,0.5785052305443067,0.21303668774390203,0.03373929614075395,0.016827159702632197,0.04910668540007296,K_Scratch,K_Scratch
0,2,0,449,0.1658369611815575,0.01780446138830607,0.3293423374109685,0.31044925036716164,0.0562058512312119,0.011499558468072484,0.10886157995272189,K_Scratch,K_Scratch
0,2,0,456,0.09696680134413992,0.013899129125451541,0.5731386138779082,0.19882761614286132,0.042003502095908946,0.010322299592200884,0.06484203782152936,K_Scratch,K_Scratch
0,2,0,350,0.21232897012307322,0.023147239469779764,0.14377984237110664,0.3935902495850491,0.08269733718557296,0.029494519262620117,0.11496184200279803,K_Scratch,Other_Faults
0,2,0,445,0.10184460618725208,0.011417834684470133,0.5749675539556428,0.19892291154747846,0.03090172545773134,0.013219047196202802,0.06872632097122272,K_Scratch,K_Scratch
0,2,0,561,0.09621154783971622,0.012731514203824712,0.5737528454383835,0.2141053762096887,0.036536856090534,0.01635111044550863,0.05031074977234437,K_Scratch,K_Scratch
0,2,0,517,0.09954463395225352,0.011166995569189389,0.578862385245606,0.2050513744471073,0.032097245427976935,0.01580932606027293,0.057468039297594135,K_Scratch,K_Scratch
0,2,0,510,0.10211444835869556,0.013935863781562958,0.5540625725179364,0.2073781522665276,0.043776417300989835,0.010925615918341762,0.06780692985594579,K_Scratch,K_Scratch
0,2,0,558,0.09708179225178058,0.011922326647271003,0.5799698843221067,0.21180587206520216,0.032892868296519405,0.014949894735127924,0.05137736168199232,K_Scratch,K_Scratch
0,2,0,644,0.11966709862639753,0.010887960456893503,0.5191116101098083,0.23121339715891068,0.029951177876185557,0.013629801309904741,0.07553895446189976,K_Scratch,K_Scratch
0,2,0,464,0.10041843915065451,0.013899129125451541,0.5614506742397075,0.20621521637229087,0.042003502095908946,0.010322299592200884,0.0656907394237858,K_Scratch,K_Scratch
0,2,0,590,0.13142823713160232,0.013903832562990999,0.4358782305804047,0.2720115096646553,0.04364732910671809,0.011188773813078604,0.09194208714055024,K_Scratch,K_Scratch
0,2,0,46,0.24565664286732697,0.03586539264398289,0.08458099565306673,0.35769493782657513,0.11200006982886024,0.03601726674906926,0.12818469443111877,Pastry,Other_Faults
0,2,0,16,0.1282245415980021,0.03637689445305169,0.1680750333907333,0.3970108605949099,0.12251462511441213,0.011209667175471547,0.13658837767341908,Pastry,Other_Faults
0,2,0,67,0.23090708942240382,0.04856506339799092,0.09013240061878347,0.35018385914874417,0.12423475235107775,0.03894790135738218,0.1170289337036177,Pastry,Other_Faults
0,2,0,151,0.23147825752646092,0.03297085007762,0.09278280733900016,0.36502768325461515,0.14550842836339245,0.018519930091473333,0.11371204334743798,Pastry,Other_Faults
0,2,0,71,0.2045614571354072,0.04013271513975456,0.08502748841783041,0.3544617684403088,0.1986769723721005,0.016156925289295746,0.10098267320530269,Pastry,Other_Faults
0,2,0,39,0.22837068354768664,0.03172857340692603,0.09323006320938067,0.37111411784410153,0.15399718649154023,0.01746966604329207,0.10408970945707281,Pastry,Other_Faults
0,2,0,85,0.29225045080836287,0.03383386931117239,0.08768776496787281,0.36076917490738686,0.1159174215803919,0.025992776154128813,0.08354854227068412,Pastry,Other_Faults
0,2,0,99,0.26345353704239693,0.03097461733646015,0.07513492234162847,0.36632034661223506,0.14432721789383499,0.0261579919848427,0.0936313667886015,Pastry,Other_Faults
0,2,0,29,0.200520073363779,0.035380688880674575,0.10820977224816355,0.3422332209804797,0.1952793003257023,0.015503327344410822,0.10287361685678988,Pastry,Other_Faults
0,2,0,86,0.23490390949905202,0.06604988582621242,0.07869819715736297,0.36329233926571264,0.13793770348536386,0.02689961254788786,0.09221835221840795,Pastry,Other_Faults
0,2,0,106,0.13075003820660228,0.0653827319082123,0.1435267584034718,0.3581761516866234,0.15497099380027207,0.01216141728005947,0.1350319087147586,Pastry,Other_Faults
0,2,0,58,0.30824562609438877,0.028784558918435475,0.09538353782916877,0.34755002659200374,0.10276537918822434,0.04164024668149206,0.07563062469628687,Pastry,Other_Faults
0,2,0,17,0.1579962560880733,0.04597154887038469,0.12277720813888675,0.3750518226205959,0.15625762271559426,0.013411119204672313,0.12853442236179263,Pastry,Other_Faults
0,2,0,54,0.23071307023256032,0.07613119382916948,0.07950815117290246,0.352110852407892,0.15668794774335013,0.022586505093149106,0.08226227952097634,Pastry,Other_Faults
0,2,0,50,0.2770460333854907,0.03511788468749584,0.08063966225713269,0.363734652963908,0.1118378310171149,0.03774562123357857,0.09387831445527917,Pastry,Other_Faults
0,2,0,142,0.22217867188134172,0.036893449703209534,0.08813747145655151,0.3591336174655726,0.16297043446430196,0.01608525718828201,0.11460109784074059,Pastry,Other_Faults
0,2,0,311,0.20578304833074756,0.04181271926958132,0.09214985285513728,0.38746082530448883,0.14319679513228403,0.017052271554959718,0.11254448755280119,Z_Scratch,Other_Faults
0,2,0,326,0.24563414891580573,0.028531063678843154,0.10472957157207734,0.36340796197291886,0.12049762418645722,0.016508006095250646,0.12069162357864686,Z_Scratch,Other_Faults
0,2,0,270,0.24983002290565082,0.026426614858724915,0.09603233605466208,0.3544177246703275,0.07652414851332319,0.028824260699491285,0.1679448922978201,Z_Scratch,Other_Faults
0,2,0,335,0.23734062502801107,0.01637178611146013,0.14356532053625526,0.4032734491082263,0.039752828138874576,0.025506311102050358,0.13418967997512202,Z_Scratch,Other_Faults
0,2,0,201,0.13580876245360277,0.07342928142280805,0.12776550226217553,0.3726079904170176,0.1574784307405176,0.012177821102123444,0.12073221160175489,Z_Scratch,Other_Faults
0,2,0,195,0.13986123980048376,0.03383460344595204,0.19219235138478738,0.3743708258338671,0.10566386792476211,0.012154036081495997,0.14192307552865135,Z_Scratch,Other_Faults
0,2,0,188,0.25171251818691176,0.019371266747155627,0.09968561269916662,0.37150481902674043,0.05491220984366541,0.11582064216055409,0.08699293133580596,Z_Scratch,Other_Faults
0,2,0,241,0.2594471988075597,0.024841196814981873,0.09444602401602058,0.38755685713312693,0.0823550392138493,0.017618248856433264,0.1337354351580283,Z_Scratch,Other_Faults
0,2,0,323,0.13226927786489243,0.03713378054659046,0.17518875860959537,0.38225476336155007,0.0978990521054354,0.011484523502057132,0.16376984400987898,Z_Scratch,Other_Faults
0,2,0,318,0.22806035086141385,0.028983041107973763,0.0989242338174077,0.3688552526403555,0.12365498592582677,0.018902501341669334,0.1326196343053531,Z_Scratch,Other_Faults
0,2,0,300,0.25359348478136823,0.027538617237955604,0.08466211392352678,0.34531754604093706,0.1017426177582239,0.028236699909681428,0.158908920348307,Z_Scratch,Other_Faults
0,2,0,346,0.12371851745412667,0.050912285795969535,0.14277238153594138,0.383767123849802,0.13691564404409579,0.011209667175471547,0.1507043801445929,Z_Scratch,Other_Faults
0,2,0,289,0.21682141093824625,0.023894375745617334,0.13824482565477594,0.3846779191028215,0.08900248383559958,0.013451929869020744,0.13390705485391863,Z_Scratch,Other_Faults
0,2,0,212,0.15872925174744335,0.03069036014208442,0.13586695506309954,0.3914270565329433,0.103853814042232,0.012744830690149261,0.16668773178204804,Z_Scratch,Other_Faults
0,2,0,203,0.13639360588479368,0.03843313028734965,0.14960571962606858,0.37337401415357746,0.11623875555734241,0.010996347914944839,0.1749584265759232,Z_Scratch,Other_Faults
0,2,0,345,0.21400554122440088,0.04924508866780874,0.07813866571053757,0.3751983762913209,0.13649957450763645,0.01904514928360912,0.1278676043146862,Z_Scratch,Other_Faults
0,2,0,297,0.273098101683109,0.029412676782972613,0.07775665582969803,0.34848403512524684,0.13062609237560327,0.02292588645396611,0.11769655174940401,Z_Scratch,Other_Faults
0,2,0,193,0.24984692714604428,0.02847857195205995,0.0880037294455682,0.3896124373503269,0.11764736935080763,0.018654232918121162,0.10775673183707168,Z_Scratch,Other_Faults
0,2,0,189,0.15238177025303606,0.039426572417671606,0.11805962025178526,0.3759520403688547,0.15080416874907843,0.012221194275543029,0.15115463368403084,Z_Scratch,Other_Faults
0,2,0,767,0.18529596246792335,0.015574262394764617,0.10857082978115727,0.29636215623151047,0.04666185810538017,0.26478166363131206,0.08275326738795213,Stains,Other_Faults
0,2,0,773,0.20059471712722776,0.01793665033613511,0.08711247820974646,0.2844553790912931,0.04525446092806511,0.31056761181289283,0.05407870249463958,Stains,Stains
0,2,0,775,0.2283279339454473,0.021759707977557944,0.07764333092513634,0.33160279634223316,0.054137846109368,0.19878890266469704,0.08773948203556017,Stains,Other_Faults
0,2,0,787,0.22356131987049999,0.019280964371976336,0.07794929137344483,0.3194533350559401,0.048588883273015714,0.22291725457115422,0.08824895148396875,Stains,Other_Faults
0,2,0,762,0.21907234540447143,0.02275786089398122,0.10525073460396842,0.2998796774822644,0.07361170246908517,0.20483006847454102,0.0745976106716884,Stains,Other_Faults
0,2,0,777,0.15047155173438198,0.016302338541369376,0.11002109258570644,0.3386209956516054,0.04397754041880477,0.2562194606544942,0.084387020413638,Stains,Other_Faults
0,2,0,808,0.19572448164154038,0.020242140611322283,0.09419779693427943,0.3234426601694704,0.046125890828933765,0.2253627198804138,0.09490430993403995,Stains,Other_Faults
0,3,0,913,0.31802713578462366,0.023817496408064246,0.08848076793881439,0.3615131910000504,0.0890935943257612,0.025472490489486868,0.09359532405319917,Bumps,Other_Faults
0,3,0,1180,0.2811282064602189,0.02186528508246605,0.1065242192913946,0.36573654658486865,0.08965018320898324,0.013676863610021244,0.12141869576204738,Bumps,Other_Faults
0,3,0,1005,0.18475105403471553,0.051235271483639586,0.08721224396521739,0.3716959679998346,0.18130499135257078,0.01726565925663134,0.10653481190739077,Bumps,Other_Faults
0,3,0,1239,0.2730264224296832,0.021609504011797648,0.13986746569255146,0.35046937144513524,0.08546147875841462,0.013852759744295536,0.1157129979181223,Bumps,Other_Faults
0,3,0,888,0.2563752892431566,0.025586741201683156,0.09920312262235022,0.366098705141076,0.12137737558775327,0.014175280282649461,0.11718348592133118,Bumps,Other_Faults
0,3,0,1216,0.2600854866736321,0.010775222440486258,0.1718180485312871,0.3933344563021797,0.03145338975501659,0.02332278113434176,0.10921061516305644,Bumps,Other_Faults
0,3,0,942,0.26586493315144577,0.029652698706163324,0.08003441631566917,0.3666601435980798,0.12612682935448344,0.023414569925376858,0.10824640894878149,Bumps,Other_Faults
0,3,0,922,0.24673560964118305,0.04987105157331659,0.08294636897619227,0.3473020886741768,0.1454402013701791,0.048589605920253603,0.07911507384469851,Bumps,Other_Faults
0,3,0,1191,0.350985782119651,0.018929908093067608,0.09383232544720607,0.34454429884513416,0.04615030918860634,0.0651042118397171,0.08045316446661781,Bumps,Bumps
0,3,0,1192,0.23237032645715974,0.03527008339389208,0.08286511307947947,0.3617435093775424,0.1626345739048212,0.02009634516831865,0.10502004861878643,Bumps,Other_Faults
0,3,0,1089,0.25764749517202984,0.04462393174153153,0.07923160459513026,0.345467217199876,0.13719699968392898,0.04750019547122127,0.08833255613628195,Bumps,Other_Faults
0,3,0,1171,0.3374424650507104,0.0158423501526152,0.09010047350759313,0.3641661669139037,0.04572361521075151,0.05242137941322384,0.0943035497512024,Bumps,Other_Faults
0,3,0,970,0.3152420135628557,0.02063684482762155,0.09022239740583769,0.3596416884875755,0.0914561205682975,0.05223732022820537,0.07056361491960664,Bumps,Other_Faults
0,3,0,1102,0.31055866614303457,0.018844434007626712,0.09975752324194248,0.3542924457859449,0.06474680449109001,0.041044381231193465,0.11075574509916798,Bumps,Other_Faults
0,3,0,1113,0.19781437811307104,0.014283683054077304,0.20574123112511572,0.41334450165243486,0.03361312946559658,0.02197915366547963,0.11322392292422466,Bumps,Other_Faults
0,3,0,1071,0.33495475718210194,0.015534583949666326,0.09550915077010551,0.34853432342540863,0.06189308706152552,0.07014541536500597,0.07342868224618604,Bumps,Other_Faults
0,3,0,1052,0.3149910726697611,0.02116691427600142,0.0871173991603379,0.3621777224071965,0.08803290820433046,0.05238785933723353,0.07412612394513911,Bumps,Other_Faults
0,3,0,1065,0.308257759519058,0.03201973344317121,0.09307843579882606,0.35345558236499763,0.1072220394450998,0.03804619092718858,0.06792025850165863,Bumps,Other_Faults
0,3,0,1255,0.31410644150462363,0.016066785327615643,0.10030789070028678,0.36323134528934387,0.06768690613695964,0.03978217978624704,0.09881845125492339,Bumps,Other_Faults
0,3,0,984,0.27680285958672163,0.018911483114996873,0.0910141629821904,0.3667207543791099,0.05666343207890045,0.07425724795759168,0.1156300599004889,Bumps,Other_Faults
0,3,0,1193,0.21612307128257402,0.04436232495961619,0.0894333038623994,0.3556607832056084,0.10496440462237988,0.03525582723372643,0.15420028483369563,Bumps,Other_Faults
0,3,0,1110,0.16047825073263225,0.019760526405367712,0.3095458557493617,0.37250257150180777,0.04412326658578317,0.01979711514119868,0.0737924138838486,Bumps,Other_Faults
0,3,0,1202,0.18970839496262343,0.02348282035949235,0.21991232771480282,0.4277164041235812,0.03329188166569862,0.02538240896089018,0.08050576221291139,Bumps,Other_Faults
0,3,0,906,0.28748521384937314,0.02552259440009971,0.08564836013231343,0.35705408736382865,0.12427383785300979,0.026979957133670598,0.09303594926770462,Bumps,Other_Faults
0,3,0,1187,0.28259674553216724,0.015944297570549593,0.1599285057533165,0.36907467638342695,0.05117208427426354,0.033590372028786876,0.08769331845748934,Bumps,Other_Faults
0,3,0,1086,0.32775190348986016,0.022022764834134474,0.0947050689248068,0.37418674815500824,0.07989704354904571,0.016149906161777708,0.08528656488536701,Bumps,Other_Faults
0,3,0,1146,0.3174993197306457,0.021145344685629022,0.08273405208633398,0.37093907730236303,0.07759871687702465,0.022367005480224668,0.10771648383777872,Bumps,Other_Faults
0,3,0,1049,0.32307080276286565,0.01654937190137088,0.09683245318104061,0.3599326356462849,0.050634445784131635,0.061932791978470805,0.09104749874583558,Bumps,Other_Faults
0,3,0,866,0.27401302436820724,0.01924658850016821,0.13173726257852253,0.3774653123593603,0.09002293932738036,0.025941341033688323,0.08157353183267296,Bumps,Other_Faults
0,3,0,948,0.19872833224954042,0.016907658212120973,0.2539757273755579,0.3241031373960006,0.0629538660469017,0.011881562952500145,0.1314497157673779,Bumps,Other_Faults
0,3,0,1233,0.19546016313546782,0.03140811525384956,0.11707066897927719,0.4087213087099024,0.09693861118262402,0.013895724723176262,0.13650540801570268,Bumps,Other_Faults
0,3,0,1120,0.22974487476032254,0.022143656395139294,0.12969489683641278,0.40231125033165793,0.06196308254674948,0.015393212698835543,0.13874902643088213,Bumps,Other_Faults
0,3,0,1169,0.3198211913365551,0.027036282996161214,0.10242722405492531,0.3660963567025252,0.0864638892802438,0.03104325093068052,0.0671118046989086,Bumps,Other_Faults
0,3,0,1230,0.21978888050250686,0.017586323440792813,0.18232808365108963,0.4065596117511585,0.03055989514723547,0.03779956625756014,0.10537763924965622,Bumps,Other_Faults
0,3,0,1103,0.2318650751900931,0.0487240812968404,0.08369108564592459,0.3797638723311383,0.12712926142998682,0.01785554030841388,0.11097108379760293,Bumps,Other_Faults
0,3,0,920,0.3417215917489775,0.01830986678176965,0.09080896226069213,0.35908415459678156,0.060760644747399235,0.048831085056907274,0.08048369480747272,Bumps,Other_Faults
0,3,0,1098,0.08847705929277913,0.013685108134447873,0.44642785133031504,0.3663811278101727,0.033487302540602705,0.011699154063683992,0.039842396827998734,Bumps,K_Scratch
0,3,0,1011,0.3200742025293723,0.01677720700332579,0.10320971683886557,0.3570339323116022,0.06410923231610598,0.04356819341530198,0.09522751558542623,Bumps,Other_Faults
0,3,0,1219,0.25168240953003285,0.01856555295895188,0.13363848650015497,0.4034537020845535,0.03712845220013935,0.05020315070303513,0.10532824602313229,Bumps,Other_Faults
0,3,0,1232,0.21706492105442973,0.010607839947969823,0.20724961835307945,0.40090863335512844,0.028149295358607287,0.01736438245557865,0.1186553094752065,Bumps,Other_Faults
0,3,0,1772,0.18723637877592797,0.017985448699379944,0.2228809822225024,0.43223312327555374,0.029587626081294303,0.02897299365553603,0.08110344728980566,Other_Faults,Other_Faults
0,3,0,1839,0.21800423366222182,0.016707395078306327,0.1794475164624246,0.3894293057509436,0.04483901219340181,0.05447642502568756,0.09709611182701428,Other_Faults,Other_Faults
0,3,0,1278,0.25905187598018253,0.02408066869099426,0.07987901679309173,0.3701045024937411,0.10159135233410131,0.02800128447849942,0.13729129922938957,Other_Faults,Other_Faults
0,3,0,1716,0.23548776819162934,0.013416162175891932,0.1287678827043889,0.4451127405846817,0.03246460393851597,0.027778459046251487,0.11697238335864048,Other_Faults,Other_Faults
0,3,0,1328,0.2119537557015834,0.029432547251285416,0.10221517999901908,0.41152331279200255,0.11231684850473654,0.017403764619087346,0.11515459113228564,Other_Faults,Other_Faults
0,3,0,1927,0.21285954729335996,0.03756051104090967,0.09075247882030574,0.38432982899176293,0.10293220338721827,0.03003274758774064,0.1415326828787027,Other_Faults,Other_Faults
0,3,0,1777,0.20346907466918573,0.018353915260416905,0.21015474046090346,0.3334842284795563,0.06373083191083916,0.012219478215575928,0.15858773100352241,Other_Faults,Other_Faults
0,3,0,1633,0.24908552944085666,0.022400654960347398,0.11114186979341596,0.39399557161118937,0.059704506641621295,0.03156398947399857,0.13210787807857063,Other_Faults,Other_Faults
0,3,0,1765,0.19035862616905547,0.011548923369854643,0.2640727899051105,0.3826199376602123,0.031296978431471084,0.02162119712716637,0.09848154733712952,Other_Faults,Other_Faults
0,3,0,1683,0.13433517893222555,0.03312831076767105,0.20270027374260835,0.37011863877530227,0.10372210223869167,0.012098706688760497,0.14389678885474053,Other_Faults,Other_Faults
0,3,0,1483,0.16191133184682652,0.03685322185019527,0.1289560841711647,0.4061161339963998,0.09023868594598078,0.01268022965271061,0.16324431253672222,Other_Faults,Other_Faults
0,3,0,1332,0.2281373941493136,0.03716416814821708,0.08101992940361885,0.3767664675809691,0.14898226586872285,0.017066514851876727,0.11086325999728182,Other_Faults,Other_Faults
0,3,0,1694,0.1456895177537387,0.02257575580311356,0.2940583179820233,0.323282972064842,0.07768273777382119,0.012800624758636643,0.12391007386382463,Other_Faults,Other_Faults
0,3,0,1528,0.17432066571115526,0.03922891150897791,0.1165723943294866,0.3798882735689086,0.1339029116972148,0.01468623114936069,0.14140061203489615,Other_Faults,Other_Faults
0,3,0,1828,0.1771385622555108,0.016636659721058836,0.1792141705544707,0.4091546758677987,0.04175968731399771,0.08870162741767837,0.08739461686948466,Other_Faults,Other_Faults
0,3,0,1364,0.12970443932970696,0.019070501587870204,0.30181575667387067,0.44241454347252074,0.037802419379511794,0.01746317604364592,0.051729163512873794,Other_Faults,Other_Faults
0,3,0,1375,0.10410185488682897,0.016614963237444894,0.3354234050505422,0.44828054172806825,0.04031383045066099,0.01500705024941037,0.04025835439704459,Other_Faults,Other_Faults
0,3,0,1270,0.12947807962164584,0.0546793148097552,0.14627875690500067,0.3733003991283511,0.13372489784457428,0.012390154846847391,0.1501483968438256,Other_Faults,Other_Faults
0,3,0,1595,0.1566998932452561,0.04285886973812429,0.15383047986663212,0.3655965482736723,0.10431675899480534,0.013708510983755801,0.16298893889775415,Other_Faults,Other_Faults
0,3,0,1337,0.24165939048851445,0.02027251023931277,0.1432284688217028,0.3867511403120472,0.06447271520111547,0.014476304373264883,0.12913947056404215,Other_Faults,Other_Faults
0,3,0,1721,0.22605970606529233,0.03557705271201475,0.07838508905653746,0.37259929849089973,0.15311872821166322,0.021103844725180138,0.11315628073841232,Other_Faults,Other_Faults
0,3,0,1640,0.27839547542031773,0.030750163838215647,0.08175939169503427,0.36594260422781133,0.12816383463184577,0.01961394508586147,0.09537458510091383,Other_Faults,Other_Faults
0,3,0,1884,0.206797219557325,0.021670459981656863,0.16244692554808787,0.40974390934455107,0.03940341013544881,0.059898632544133024,0.10003944288879708,Other_Faults,Other_Faults
0,3,0,1872,0.2872249729437737,0.01641126862891441,0.10437484352943778,0.36449974999542784,0.05240150240120957,0.07221284134615295,0.10287482115508388,Other_Faults,Other_Faults
0,3,0,1284,0.2675024377236523,0.03331571028719763,0.09109016352838484,0.36396586467654657,0.14138099776025487,0.027664368026441757,0.07508045799752175,Other_Faults,Other_Faults
0,3,0,1610,0.2645831654970925,0.04430805523237986,0.07448162551156097,0.3567761560888066,0.14241234785032356,0.026822395856330856,0.09061625396350553,Other_Faults,Other_Faults
0,3,0,1832,0.1819635861083486,0.030447427350491673,0.14850465541645036,0.4036455179412302,0.08732512972884057,0.036913053672079,0.11120062978255957,Other_Faults,Other_Faults
0,3,0,1557,0.1533828970975799,0.040943524340901635,0.11561651838190137,0.5026834016013787,0.039093247188476725,0.06747491449626039,0.08080549689350126,Other_Faults,Other_Faults
0,3,0,1856,0.15232426682674408,0.03552121557964712,0.12431476906937783,0.5254862960105224,0.03736330917425927,0.05234564354431167,0.07264449979513758,Other_Faults,Other_Faults
0,3,0,1395,0.21447377860388223,0.04169430798392458,0.16510424684678196,0.3597923401916232,0.10909086349945499,0.03188684985484517,0.07795761301948766,Other_Faults,Other_Faults
0,3,0,1499,0.27552186096306946,0.021343608775024402,0.10326060213178241,0.3759665835525624,0.07298307641807134,0.01449555830024736,0.13642870985924258,Other_Faults,Other_Faults
0,3,0,1521,0.13014402154046623,0.06377081463962492,0.11952344748351487,0.3558882090812079,0.1770945598662881,0.013134241139950922,0.14044470624894698,Other_Faults,Other_Faults
0,3,0,1417,0.24811657896817604,0.015531629624956488,0.10624546725583822,0.3879600547504417,0.06445815431921803,0.07619620871933475,0.10149190636203466,Other_Faults,Other_Faults
0,3,0,1411,0.3287085062466044,0.02256771043908972,0.09720319958550648,0.34865094486490855,0.09263354827887971,0.04451931666085606,0.06571677392415487,Other_Faults,Other_Faults
0,3,0,1369,0.2050020842333245,0.02737708625848558,0.11137436495395855,0.3963849831167613,0.04534915573550689,0.12884922013989447,0.08566310556206881,Other_Faults,Other_Faults
0,3,0,1448,0.20530825237381503,0.023927310672114795,0.1730308616149584,0.3447408456229799,0.09202586819078219,0.012611598221226063,0.14835526330412363,Other_Faults,Other_Faults
0,3,0,1340,0.20539955413862054,0.029627318081700955,0.09985021682726945,0.3991300845849626,0.10876057368790931,0.014460816137919146,0.14277143654161806,Other_Faults,Other_Faults
0,3,0,1301,0.2098888950612837,0.04779958804917982,0.08126771132184771,0.3743167909877335,0.17214568902935384,0.018854211422910806,0.09572711412769049,Other_Faults,Other_Faults
0,3,0,1843,0.16672567593555723,0.059416077013492996,0.1256691193187934,0.38950263156539483,0.1284997436839077,0.020607179283993932,0.10957957319886003,Other_Faults,Other_Faults
0,3,0,1347,0.2038205812084705,0.03443603658004438,0.10399762022947527,0.3775868984867008,0.14693272447938058,0.013627391286795179,0.11959874772913326,Other_Faults,Other_Faults
0,3,0,1524,0.13123334895848293,0.04365375339106874,0.14762601019689314,0.37949901697976807,0.12259618665255177,0.012892211255428982,0.16249947256580652,Other_Faults,Other_Faults
0,3,0,1473,0.28509950077780216,0.024852985472430044,0.08390805632739268,0.3676000062815159,0.10518609077353559,0.02056111553765841,0.11279224482966503,Other_Faults,Other_Faults
0,3,0,1695,0.24693280575507764,0.021258851781896994,0.11114332012195774,0.4014369649352757,0.059139252873166924,0.021455453056916464,0.13863335147570835,Other_Faults,Other_Faults
0,3,0,1371,0.169718286527677,0.02363275891052519,0.10362927655536477,0.5078558972377125,0.03752980655073378,0.09086373899467114,0.06677023522331572,Other_Faults,Other_Faults
0,3,0,1656,0.2037602872163678,0.03388721937579361,0.09645200473326586,0.3931483593098253,0.1321380637104894,0.015146224070158263,0.12546784158409996,Other_Faults,Other_Faults
0,3,0,1500,0.20839336287311486,0.028488606794665076,0.13878735453817026,0.3838871095102856,0.06875319174066592,0.013261571833190721,0.15842880270990733,Other_Faults,Other_Faults
0,3,0,1930,0.25243627336767455,0.014460337678724167,0.1470351071734459,0.402505993878168,0.039113266067893206,0.03363336456150926,0.11081565727258502,Other_Faults,Other_Faults
0,3,0,1619,0.35703514289041716,0.016972810484507217,0.09307148458821374,0.3362860149654932,0.05257515803885503,0.0702270133905184,0.07383237564199532,Other_Faults,Bumps
0,3,0,1563,0.23621846887382902,0.01735471095334705,0.11624687231631162,0.4407770535886216,0.03096488216536916,0.04876696657278929,0.10967104552973224,Other_Faults,Other_Faults
0,3,0,1821,0.13275808770853798,0.0923572075638017,0.1061403426439076,0.3450717625628474,0.1931762720542341,0.014842949424666988,0.1156533780420042,Other_Faults,Other_Faults
0,3,0,1562,0.19212620440286612,0.0249203388272481,0.2220772955885396,0.42032998809217303,0.03166247908556841,0.02877284183666514,0.08011085216693932,Other_Faults,Other_Faults
0,3,0,1443,0.3287160499538407,0.02399604953155115,0.08702669507327818,0.3678027840117634,0.08182430745190382,0.02184150233508003,0.08879261164258268,Other_Faults,Other_Faults
0,3,0,1533,0.19200493220156653,0.027350519851941136,0.14244598915079,0.3654970101665913,0.10934730069450872,0.012780548166842124,0.15057369976776017,Other_Faults,Other_Faults
0,3,0,1815,0.2628263951870305,0.03963399610918697,0.08282327490969536,0.35177393746508784,0.15609034532556407,0.02754531953064595,0.07930673147278916,Other_Faults,Other_Faults
0,3,0,1880,0.16913013815401684,0.03335310888436915,0.12117125931243793,0.4176882709666655,0.047132724152048014,0.12060829818434801,0.09091620034611457,Other_Faults,Other_Faults
0,3,0,1863,0.11073414079621774,0.018220233167352707,0.31401743746607297,0.43297286139360547,0.04211586684777183,0.03670085638926643,0.0452386039397129,Other_Faults,Other_Faults
0,3,0,1932,0.21454472871919195,0.01571375039729085,0.1566549770618497,0.43219982048233874,0.04278670321240605,0.030222436234432718,0.1078775838924901,Other_Faults,Other_Faults
0,3,0,1564,0.19034576130872058,0.014672907447549495,0.2702173159133222,0.372003695311944,0.03502270296283738,0.01824403932572747,0.09949357772989903,Other_Faults,Other_Faults
0,3,0,1859,0.25382596419395664,0.02087457268093881,0.09519721834696133,0.37332672288772817,0.06920967349329682,0.025350632638811845,0.16221521575830636,Other_Faults,Other_Faults
0,3,0,1831,0.1813674412284142,0.06884136300756319,0.12160137936978103,0.35844375299584597,0.12363527831765019,0.03184138972790386,0.11426939535284145,Other_Faults,Other_Faults
0,3,0,1598,0.1708228838471777,0.04125960508966828,0.10284224618580375,0.38961309734506194,0.13790736261268038,0.014354573725564595,0.14320023119404335,Other_Faults,Other_Faults
0,3,0,1486,0.21449845983512364,0.02508211265639475,0.12135880869669345,0.39152930343544445,0.07753680192562193,0.014506599638480394,0.15548791381224145,Other_Faults,Other_Faults
0,3,0,1449,0.3358527800062683,0.01725549143161916,0.08844885838334918,0.3617871416243388,0.06182408479511801,0.05450151291912752,0.08033013084017915,Other_Faults,Other_Faults
0,3,0,1583,0.13957062173323748,0.053692070971372886,0.121709987010757,0.36382065007818115,0.17241750727555044,0.013515743243330438,0.13527341968757065,Other_Faults,Other_Faults
0,3,0,1576,0.1431244727283653,0.045012442235834664,0.13366455474310082,0.3717063245453422,0.14417931192710418,0.012611216847700115,0.14970167697255285,Other_Faults,Other_Faults
0,3,0,1515,0.26158057189579065,0.022716478151994443,0.1077579138314033,0.36718066462490684,0.09553960642932928,0.015122210160448575,0.13010255490612674,Other_Faults,Other_Faults
0,3,0,1612,0.33949533852410757,0.028722846278419933,0.08827911766810013,0.34883734073703915,0.08815090487570844,0.028206453237068566,0.07830799867955601,Other_Faults,Other_Faults
0,3,0,1379,0.09843425581127095,0.01485563439268252,0.3729018691546,0.425546285996026,0.03358980573784991,0.013257037519540186,0.041415111388030675,Other_Faults,Other_Faults
0,3,0,839,0.20005394900932072,0.11412844116044864,0.07436441160481735,0.34691725858689876,0.15549967001369933,0.030669874141112566,0.07836639548370257,Dirtiness,Other_Faults
0,3,0,848,0.15440790116550576,0.17156718923782208,0.0959737052779845,0.3276261057101818,0.13896615549128113,0.014293848355250946,0.09716509476197373,Dirtiness,Other_Faults
0,3,0,850,0.1543929748775578,0.16193417889914677,0.09593790063994319,0.3288081409871837,0.1543037744794893,0.015572257409920125,0.08905077270675908,Dirtiness,Other_Faults
0,3,0,834,0.18535766955638874,0.037345376406194244,0.12778773324067397,0.438502520548434,0.04585994769691211,0.08160495472155245,0.08354179782984442,Dirtiness,Other_Faults
0,3,0,864,0.2248106708251198,0.08939309550914624,0.07731926413386175,0.3440336848746558,0.15506232446208718,0.0333376855192685,0.07604327467586056,Dirtiness,Other_Faults
0,3,0,527,0.10483048422946574,0.013724518394881478,0.5529315915919113,0.21225858255727612,0.03689062873379542,0.010006449372081512,0.06935774512058805,K_Scratch,K_Scratch
0,3,0,703,0.09350675851173305,0.013658311933299631,0.5852353997584799,0.21080195599795157,0.03341201600495443,0.014243994235508282,0.049141563558073115,K_Scratch,K_Scratch
0,3,0,533,0.17609350665479448,0.012726254922373665,0.2838790305046063,0.38111726054761946,0.03400387784588148,0.019688069381647147,0.0924920001430775,K_Scratch,Other_Faults
0,3,0,677,0.08923794455295006,0.013096331197237165,0.6064240459091015,0.19783252317195063,0.03055585892367245,0.01614616307290115,0.04670713317218697,K_Scratch,K_Scratch
0,3,0,737,0.1388174313994104,0.06318395652557876,0.1521459161693289,0.38021692371681537,0.12794515058174522,0.011890292209585882,0.12580032939753572,K_Scratch,Other_Faults
0,3,0,617,0.09094145348367239,0.012621925323218713,0.5945266228004444,0.20599147867948603,0.031280860126322245,0.013999644724896424,0.0506380148619596,K_Scratch,K_Scratch
0,3,0,591,0.09639820045427681,0.012676681690654092,0.5812083075065761,0.20576266252845346,0.03499166129615791,0.01672717538704486,0.052235311136836673,K_Scratch,K_Scratch
0,3,0,454,0.09210905434029681,0.011190255472137717,0.6208591071060144,0.18241926706023878,0.029615069366358354,0.012649306016078115,0.051157940638875854,K_Scratch,K_Scratch
0,3,0,595,0.08920163991695765,0.013011585434525302,0.6064600837666181,0.19738363003273063,0.03091046885275046,0.01614616307290115,0.04688642892351662,K_Scratch,K_Scratch
0,3,0,353,0.2467950301846131,0.013088104530921837,0.22652347897382072,0.34766670463854177,0.04300708513349236,0.04981373825879134,0.07310585827981873,K_Scratch,Other_Faults
0,3,0,512,0.09980329028636037,0.013502296172659255,0.5729650917666741,0.2014370416297834,0.03693558208409228,0.01003693717695956,0.0653197608834708,K_Scratch,K_Scratch
0,3,0,648,0.0902017673356463,0.01284797054356674,0.5999026534782047,0.20149320294370288,0.031164881820106145,0.015462229758910031,0.0489272941198631,K_Scratch,K_Scratch
0,3,0,560,0.10251007845351888,0.012703114877871697,0.5699851143117449,0.21331393623881836,0.03179956038321242,0.01740742861500163,0.05228076711983202,K_Scratch,K_Scratch
0,3,0,575,0.10071291039505384,0.012355648902562572,0.5844627260885201,0.20461658336185057,0.03199795112662468,0.018101369528016463,0.047752810597371693,K_Scratch,K_Scratch
0,3,0,461,0.096476122815288,0.013730960605163389,0.5783758409607251,0.19528702287722496,0.0406773736637275,0.010438072284555204,0.0650146067933156,K_Scratch,K_Scratch
0,3,0,348,0.25091071706608176,0.022014604390893266,0.18632435270100192,0.37035201264362505,0.06717046071821844,0.02528672784065362,0.07794112463952589,K_Scratch,Other_Faults
0,3,0,401,0.08813568042944107,0.012888496256153936,0.6208603219770099,0.17873378522139777,0.03550900821607766,0.009677952007298408,0.0541947558926212,K_Scratch,K_Scratch
0,3,0,701,0.09056071062995669,0.0123913255584469,0.6017157429467921,0.20208715085391094,0.029758092544051092,0.015635958991268496,0.04785101847557369,K_Scratch,K_Scratch
0,3,0,643,0.09238578975655583,0.012519072889856693,0.5978418648497911,0.20455705899684756,0.029974482557057786,0.015919987001805216,0.04680174394808584,K_Scratch,K_Scratch
0,3,0,626,0.08906294859405581,0.013011585434525302,0.6070846974765266,0.1966229823709988,0.03091046885275046,0.01614616307290115,0.04716115419824189,K_Scratch,K_Scratch
0,3,0,695,0.08906294859405581,0.013011585434525302,0.6076971434851652,0.19636514629143817,0.03055585892367245,0.01614616307290115,0.04716115419824189,K_Scratch,K_Scratch
0,3,0,411,0.08662555703280572,0.01337176763161862,0.6210966140443028,0.1792521061859132,0.036475550967007025,0.00964746420242036,0.053530939935932144,K_Scratch,K_Scratch
0,3,0,358,0.22736608198989852,0.0133381109794286,0.19593527748490264,0.38179521459324106,0.04428943734165058,0.0470400156417877,0.09023586196909088,K_Scratch,Other_Faults
0,3,0,384,0.3027340544202282,0.01792735498558733,0.11958284647282678,0.37998361591029206,0.07514477723910129,0.02421447662993136,0.08041287434203287,K_Scratch,Other_Faults
0,3,0,389,0.19388543443409872,0.03445882323265411,0.11856663054780052,0.3661651765113283,0.14177723140223722,0.012862478701661779,0.13228422517021932,K_Scratch,Other_Faults
0,3,0,711,0.13241926888053285,0.013255386512226077,0.4880977613172084,0.24358447186046361,0.03756146229277912,0.024917599262885143,0.06016404987390486,K_Scratch,K_Scratch
0,3,0,387,0.3277970801893334,0.020598013042563954,0.0976882370852503,0.35563646253799946,0.09107930378573328,0.015436629673466104,0.09176427368565353,K_Scratch,Other_Faults
0,3,0,650,0.08906294859405581,0.013011585434525302,0.6083114983332156,0.1959293628719591,0.03055585892367245,0.01614616307290115,0.04698258276967046,K_Scratch,K_Scratch
0,3,0,431,0.08956457638582455,0.012888496256153936,0.6189934532256458,0.17866828527093348,0.035863618145155665,0.009677952007298408,0.0543436187089881,K_Scratch,K_Scratch
0,3,0,587,0.13274008899752046,0.01719042174207622,0.4282579060192052,0.2740627912120382,0.04702825764114534,0.01101949532471171,0.08970103906330266,K_Scratch,K_Scratch
0,3,0,599,0.08884100292448133,0.012790208748257571,0.6071579051938721,0.1977944200016553,0.03055585892367245,0.015635958991268496,0.047224645216792614,K_Scratch,K_Scratch
0,3,0,614,0.09393465345124978,0.013423404254714378,0.5936794341836206,0.20294819945446413,0.03217543949485683,0.015991757336733442,0.04784711182436077,K_Scratch,K_Scratch
0,3,0,638,0.09160832419110312,0.012790569368524433,0.6042906302415699,0.19635741724237174,0.030726071689629895,0.01669978877850254,0.04752719848829833,K_Scratch,K_Scratch
0,3,0,451,0.09504167275700165,0.011292423538527671,0.6004947353960592,0.19461042569823758,0.02965907565696738,0.012399052566109531,0.05650261438709685,K_Scratch,K_Scratch
0,3,0,592,0.09895545280597019,0.012726108950988722,0.5817850429671381,0.20783072329429136,0.031445319547677306,0.018131981772914422,0.04912537066101987,K_Scratch,K_Scratch
0,3,0,642,0.09181516436980097,0.01241117799882375,0.6042508267785544,0.1980141354713097,0.02964681894404423,0.016665694521844365,0.04719618191562255,K_Scratch,K_Scratch
0,3,0,375,0.2603303541878621,0.020584462866904792,0.18499006984103017,0.3273540236333228,0.0973366002304341,0.04740830212729996,0.06199618711314593,K_Scratch,Other_Faults
0,3,0,518,0.10169802819715143,0.01367347427665977,0.5518972365563174,0.22617323158629304,0.03734625155576799,0.016392147378215996,0.052819630449594354,K_Scratch,K_Scratch
0,3,0,535,0.10270779226106481,0.01229553844506838,0.5644584950152055,0.21747838362891797,0.032162560990686616,0.01778752536817815,0.05310970429087848,K_Scratch,K_Scratch
0,3,0,27,0.22333369588509336,0.05175625065399316,0.0842899886619556,0.3483075728988294,0.16977460598556993,0.03080353009041501,0.09173435582414341,Pastry,Other_Faults
0,3,0,33,0.22058256281529812,0.025214921791174138,0.09691638905530796,0.37849536702219416,0.16559383500037334,0.01800150624887719,0.09519541806677481,Pastry,Other_Faults
0,3,0,137,0.22180442469574985,0.036981367628098026,0.08686769435257519,0.3472178652814371,0.1847031150487069,0.020822695200897835,0.10160283779253483,Pastry,Other_Faults
0,3,0,47,0.2413420169515057,0.06485048472667607,0.0782709799389468,0.3419466834328976,0.1578061132375793,0.039183653020415814,0.07660006869197865,Pastry,Other_Faults
0,3,0,132,0.16405877513528344,0.04779071695741737,0.0968893098767783,0.34316284703111,0.19249414120563757,0.013946576220694689,0.1416576335730784,Pastry,Other_Faults
0,3,0,88,0.1916704033482306,0.033970643537068364,0.09012441010764244,0.34707296241546737,0.21265920568250832,0.015772456281084677,0.1087299186279982,Pastry,Other_Faults
0,3,0,68,0.23840629433268468,0.03212276965085595,0.0792951168140039,0.36254780220750066,0.11463006783649302,0.02611801601708968,0.1468799331413722,Pastry,Other_Faults
0,3,0,73,0.2140759552785054,0.06337291258711625,0.07738099607893964,0.34664745648288664,0.14962043905576958,0.0342133884246474,0.114688852092135,Pastry,Other_Faults
0,3,0,93,0.27259814231663104,0.022353421059865642,0.08654725528501704,0.35338574794022504,0.12927800638170142,0.01744559414360113,0.11839183287295858,Pastry,Other_Faults
0,3,0,21,0.20286987304689086,0.052927354587065885,0.08483831029898084,0.36959155819430484,0.16182543241910716,0.018936398088142646,0.10901107336550776,Pastry,Other_Faults
0,3,0,59,0.22583633480283258,0.05039824345347799,0.08416849474962407,0.34800424579045847,0.14713695610163943,0.03583674025190872,0.10861898485005868,Pastry,Other_Faults
0,3,0,24,0.19606515288179757,0.05360991823689718,0.0879768824487378,0.3777869118572353,0.1492028577111737,0.017828582233825375,0.11752969463033296,Pastry,Other_Faults
0,3,0,127,0.17772870370676233,0.04340144043891498,0.09280455704551184,0.36242753836338104,0.1827621939307604,0.015642693579726617,0.12523287293494265,Pastry,Other_Faults
0,3,0,26,0.1914980449909541,0.03273285429370589,0.09593392280309752,0.36096223623847357,0.1857949333782013,0.013360420815849936,0.1197175874797175,Pastry,Other_Faults
0,3,0,94,0.25692884935040167,0.01435905015639274,0.10713349527848745,0.37524326633510524,0.058977657051491654,0.08864016111261334,0.09871752071550781,Pastry,Other_Faults
0,3,0,104,0.16718895763092922,0.04856370685662032,0.09966630979856285,0.3461393782274937,0.19238756777607421,0.01402104735616047,0.13203303235415917,Pastry,Other_Faults
0,3,0,320,0.21373336053428185,0.01879705414177333,0.12907608928193642,0.3974621111799157,0.040768170494979356,0.04892758019674263,0.1512356341703706,Z_Scratch,Other_Faults
0,3,0,308,0.26652066807542396,0.029913934901609377,0.07482884247785339,0.3625805974512013,0.13257249479549918,0.023003728536437715,0.11057973376197497,Z_Scratch,Other_Faults
0,3,0,261,0.1783285873284543,0.02436002028734251,0.18582970379520944,0.3591160044131898,0.08498116205200514,0.012455240949575579,0.1549292811742232,Z_Scratch,Other_Faults
0,3,0,194,0.2540055157652007,0.028000636678668332,0.08204261575706752,0.3621632292764419,0.1085648069377938,0.022535828265908477,0.1426873673189192,Z_Scratch,Other_Faults
0,3,0,328,0.19388620441541746,0.0729467008518915,0.086828058957175,0.35500263288070544,0.12527965647609166,0.032434657435073906,0.13362208898364494,Z_Scratch,Other_Faults
0,3,0,174,0.2338014446446106,0.02888912950544255,0.09673809512146192,0.3658756314527984,0.08652620080733532,0.03906623616753966,0.14910326230081158,Z_Scratch,Other_Faults
0,3,0,258,0.2111807354970484,0.03811155617342091,0.0867304972917365,0.35229097922826996,0.15965576993914035,0.01848183403713306,0.13354862783325075,Z_Scratch,Other_Faults
0,3,0,333,0.22475803537824973,0.020599018624909066,0.14008800200977947,0.3906052437345847,0.04393259039969528,0.04746057412586506,0.1325565357269168,Z_Scratch,Other_Faults
0,3,0,298,0.19330149912448338,0.03258745228215607,0.09698151145138696,0.38283292675407693,0.11054782180717553,0.015363659554376678,0.16838512902634456,Z_Scratch,Other_Faults
0,3,0,336,0.2046665732235077,0.019769708955485136,0.20904690749823682,0.3966340176308478,0.03574612947763575,0.03128293171376832,0.10285373150051819,Z_Scratch,Other_Faults
0,3,0,190,0.2383134973735843,0.02024462025267563,0.13525482919038231,0.40108531920359625,0.037261085867465446,0.04478230529223092,0.12305834282006492,Z_Scratch,Other_Faults
0,3,0,315,0.20349380820467008,0.01921859664579954,0.12693802087247616,0.4088699165310243,0.0467401595174112,0.05964149012219892,0.13509800810641975,Z_Scratch,Other_Faults
0,3,0,310,0.25809821685079826,0.020308003218448452,0.08334697434719576,0.37228566251203804,0.07333861087088052,0.022290530290375914,0.17033200191026304,Z_Scratch,Other_Faults
0,3,0,202,0.1243139137057845,0.05491836816892315,0.1407412137532958,0.37734194926925296,0.13680993089853724,0.011829387308794164,0.15404523689541225,Z_Scratch,Other_Faults
0,3,0,317,0.24982596219917483,0.01708829265918696,0.11175374638673398,0.36366370083123734,0.05489606971099542,0.06505483416497809,0.13771739404769343,Z_Scratch,Other_Faults
0,3,0,244,0.22267831054012974,0.03205857134444323,0.0908058584581389,0.3882867942345576,0.13060252453923474,0.016762137153708435,0.1188058037297873,Z_Scratch,Other_Faults
0,3,0,206,0.11404046634414967,0.027057129402281402,0.3056302801635876,0.3299537707825915,0.07265197981904435,0.011561972805860195,0.13910440068248506,Z_Scratch,Other_Faults
0,3,0,288,0.18895577638618552,0.03454121477170068,0.11138734803488105,0.3603979369292839,0.1624744551034472,0.013432025956069009,0.12881124281843248,Z_Scratch,Other_Faults
0,3,0,301,0.19714962097618002,0.025681809205594444,0.17241906041768487,0.4296838183811144,0.0331055833891602,0.04696619213863209,0.09499391549163361,Z_Scratch,Other_Faults
0,3,0,798,0.18634036772156512,0.01652713342951778,0.10717230887505566,0.348699147110728,0.04358103292663574,0.2093073232044362,0.08837268673206145,Stains,Other_Faults
0,3,0,769,0.17609316249179702,0.015496568885107755,0.10029665007862368,0.2998636124541419,0.04281905142543938,0.2992608123461023,0.06617014231878793,Stains,Other_Faults
0,3,0,771,0.1933629065722403,0.017652206113183688,0.09028803661556978,0.30550805155960675,0.04353287829067298,0.2906118729816532,0.05904404786707326,Stains,Other_Faults
0,3,0,768,0.19585057636730727,0.017798294248498464,0.09171582398233857,0.3241527385406206,0.04315831342768374,0.26143727972888864,0.06588697370466258,Stains,Other_Faults
0,3,0,796,0.22333484003286683,0.02005686585936279,0.11375197078023394,0.4066671079345302,0.04401377948343955,0.07765692007000982,0.11451851583955668,Stains,Other_Faults
0,3,0,784,0.22857093712068813,0.018615007458121745,0.08027503353098515,0.31721510977219347,0.048503255458041565,0.24892452968290418,0.05789612697706566,Stains,Other_Faults
0,3,0,793,0.18102383520751975,0.016200422630275393,0.11210745776337734,0.34486091984821376,0.04617154576528745,0.22972956043940918,0.06990625834591706,Stains,Other_Faults
0,4,0,1048,0.3261421232939432,0.026707314462243125,0.08759535494363019,0.3510446016681279,0.08537857877817867,0.05177403283925401,0.07135799401462291,Bumps,Other_Faults
0,4,0,1237,0.21464795060830283,0.02144674242714184,0.1398111182360449,0.4633963329553755,0.034828066005140434,0.029708056669653312,0.09616173309834115,Bumps,Other_Faults
0,4,0,1181,0.20195286692241157,0.05158996658910854,0.078918511497276,0.3627473107420291,0.1842303763102251,0.019045744465210148,0.10151522347373959,Bumps,Other_Faults
0,4,0,915,0.33570194576173185,0.015786680663194975,0.08689845472868654,0.35064302589440105,0.05672630448197045,0.08162044585817659,0.07262314261183855,Bumps,Other_Faults
0,4,0,1116,0.19709959021000656,0.01467762650194989,0.246127901926472,0.4120093707206772,0.028950127917837475,0.017965125256577816,0.08317025746647891,Bumps,Other_Faults
0,4,0,1184,0.30243779853447295,0.022073574823666998,0.0870537076038524,0.3558470746725984,0.08803899780864322,0.026265652806826897,0.11828319374993912,Bumps,Other_Faults
0,4,0,1164,0.3266888820263704,0.022813779240268818,0.09020375413047191,0.3657522421601213,0.08144919855167014,0.019959853874279246,0.09313229001681801,Bumps,Other_Faults
0,4,0,1208,0.27171090672570997,0.014133630602351465,0.12124599950807817,0.37865208448010124,0.038598560578218734,0.03498572436905085,0.14067309373648948,Bumps,Other_Faults
0,4,0,1217,0.24690029354613238,0.015764041027388865,0.1560431962363433,0.40089125874512704,0.038186582660092026,0.031419192070798664,0.11079543571411757,Bumps,Other_Faults
0,4,0,882,0.3294691587836148,0.022199762515784496,0.08990398700509643,0.3522482915431226,0.09346028831894629,0.02833451088772157,0.08438400094571376,Bumps,Other_Faults
0,4,0,1215,0.29134388437253267,0.016189755407872895,0.11258516872928528,0.37394406688762166,0.03659062670901828,0.05183480181054523,0.11751169608312408,Bumps,Other_Faults
0,4,0,1185,0.3147560028928897,0.015527013762685705,0.10943609470336611,0.3492669092421404,0.05064234248520645,0.0453708853947708,0.11500075151894071,Bumps,Other_Faults
0,4,0,989,0.2797697664021858,0.028629402613616177,0.07945201522144385,0.3677301677917842,0.11567271464122555,0.027527290484954666,0.10121864284478978,Bumps,Other_Faults
0,4,0,870,0.2864366595139596,0.02015970210473554,0.11052593983460937,0.3785398561891126,0.08393401904588586,0.039104915877676935,0.08129890743402028,Bumps,Other_Faults
0,4,0,1212,0.27825647342646037,0.013904215875859334,0.12247671205966577,0.3901684650942272,0.042307338934489354,0.03364563372899966,0.11924116088029833,Bumps,Other_Faults
0,4,0,940,0.2758669165737547,0.02454752130030281,0.0874956685177507,0.367749144251205,0.10712050191532231,0.019307707830116063,0.11791253961154867,Bumps,Other_Faults
0,4,0,941,0.23965968106324462,0.018277165620195098,0.11775641843067643,0.4428665986219832,0.04281970482535603,0.048025337501949775,0.090595093936595,Bumps,Other_Faults
0,4,0,935,0.21523241996205228,0.03368758455265761,0.08985615086800096,0.3798078606632654,0.1381563617242344,0.020084099566511443,0.12317552266327797,Bumps,Other_Faults
0,4,0,991,0.2678988991241447,0.02748498638739806,0.09746078252588215,0.3501280831536693,0.0970064555967134,0.026488487054252673,0.13353230615793968,Bumps,Other_Faults
0,4,0,900,0.26219588623082435,0.02213577638066041,0.09231025123113853,0.3412253359583765,0.09913251839198552,0.07791409540170256,0.10508613640531213,Bumps,Other_Faults
0,4,0,926,0.2520667585983136,0.033743952536504127,0.0896990179827507,0.35323648511783196,0.12782333651430805,0.04163904453867033,0.10179140471162114,Bumps,Other_Faults
0,4,0,897,0.3173017694454875,0.01883366416914235,0.09077413750186306,0.3494921053430865,0.051574081425173154,0.08486421160901593,0.08716003050623165,Bumps,Other_Faults
0,4,0,1245,0.3412841115128051,0.024847820186546476,0.08356156586410009,0.3430321033229803,0.0974410074840988,0.029228198387023858,0.08060519324244542,Bumps,Other_Faults
0,4,0,1243,0.34467746128432225,0.01565917899850693,0.09740547291852901,0.3588215686195597,0.057789942952811986,0.043349830856458625,0.0822965443698115,Bumps,Other_Faults
0,4,0,1221,0.1824290360550357,0.027964581816736573,0.12370342980733265,0.3938410295312694,0.10656025531140507,0.014791934478371271,0.15070973299984922,Bumps,Other_Faults
0,4,0,1019,0.28783944371696574,0.020207788094999835,0.10700517295264098,0.3683654241640889,0.0838528954245436,0.03965916526813322,0.09307011037862774,Bumps,Other_Faults
0,4,0,1264,0.21379824568513203,0.03254395792573034,0.08482992024291905,0.39258289405981467,0.1313532449873244,0.023081793127638032,0.12180994397144175,Bumps,Other_Faults
0,4,0,1190,0.26491202390457547,0.04128633228706519,0.08024128757786567,0.3589815348710605,0.11459300594497765,0.03687608534015574,0.10310973007429974,Bumps,Other_Faults
0,4,0,1095,0.22197188324946335,0.029570247614605943,0.1042444167297598,0.4031174691156415,0.1045868640892451,0.015211161123124367,0.1212979580781602,Bumps,Other_Faults
0,4,0,950,0.24868285789353398,0.02382312820236786,0.0929606844834573,0.3607997524926407,0.0947063773954938,0.035682764308509876,0.14334443522399642,Bumps,Other_Faults
0,4,0,1097,0.1970216437604238,0.02585056527848884,0.11903140715200727,0.4027829401681418,0.09380851444991416,0.013141162903863657,0.14836376628716047,Bumps,Other_Faults
0,4,0,1172,0.3614500195365112,0.015173576231982304,0.09432140936718998,0.3415490769566991,0.049466120063025726,0.05982481965015043,0.07821497819444104,Bumps,Bumps
0,4,0,1240,0.2831372743438785,0.02646771331834282,0.08946980640717225,0.3935536645189299,0.07865451959617988,0.020637299096963546,0.10807972271853329,Bumps,Other_Faults
0,4,0,1156,0.1644304738988587,0.02488287588860959,0.20086196242452536,0.39122369055806905,0.0765947989823705,0.012244841770781174,0.12976135647678583,Bumps,Other_Faults
0,4,0,1155,0.22614541660008514,0.014183975803555644,0.23802611153015138,0.35251699816862714,0.03916744656380884,0.026161716767398317,0.10379833456637318,Bumps,Other_Faults
0,4,0,1249,0.3363501356375999,0.020258468060227987,0.08711961123873227,0.35890611887353707,0.08255911157608642,0.024493719500941404,0.09031283511287491,Bumps,Other_Faults
0,4,0,1022,0.279130992091807,0.021174031567862718,0.10404413764761009,0.3550653692773742,0.09754887393933999,0.01922090625264333,0.12381568922336277,Bumps,Other_Faults
0,4,0,1258,0.2842953796958373,0.037157084543476354,0.08055923266663921,0.3789254125394272,0.11074698631555341,0.01801202376316878,0.09030388047589812,Bumps,Other_Faults
0,4,0,1091,0.36305094563656726,0.015517530415103882,0.10262725375012463,0.3346956094623248,0.05216388137255326,0.06313207280116197,0.06881270656216412,Bumps,Bumps
0,4,0,1260,0.23453844319819311,0.02492779130788239,0.104655539508172,0.3822062608477782,0.1059814955774989,0.015392286600042975,0.13229818296043266,Bumps,Other_Faults
0,4,0,1885,0.22785531450288599,0.02943702930374081,0.08492147903477523,0.3865644523070337,0.11133949965317529,0.02455214080503736,0.1353300843933517,Other_Faults,Other_Faults
0,4,0,1669,0.2580048158539713,0.04735253735243854,0.08520937323282608,0.3925450032262178,0.08775177292853517,0.017828582153707327,0.11130791525230394,Other_Faults,Other_Faults
0,4,0,1468,0.3383924579055243,0.019912613363849998,0.09174730778136128,0.3375861207980948,0.05106387342940656,0.089748772863876,0.07154885385788697,Other_Faults,Bumps
0,4,0,1639,0.26112613547596353,0.019966639760572176,0.11867541219933513,0.3673167185873219,0.045033053774050036,0.07484613386685957,0.11303590633589758,Other_Faults,Other_Faults
0,4,0,1522,0.17094916052671585,0.07673248271830291,0.09494622826677615,0.3584023901952471,0.17230134777087738,0.030176209773193925,0.09649218074888676,Other_Faults,Other_Faults
0,4,0,1327,0.17287326360063568,0.04851025444681659,0.08760218856234622,0.4286248432154243,0.12414510535917136,0.014839806001451308,0.12340453881415471,Other_Faults,Other_Faults
0,4,0,1621,0.22082197271933993,0.03244922911987484,0.08604784873048682,0.402758869399994,0.13288568065766138,0.01512981259054119,0.10990658678210191,Other_Faults,Other_Faults
0,4,0,1430,0.30359734399964156,0.01719513930446565,0.09566689111025392,0.35879709067847787,0.050180775752550436,0.07680213504893757,0.09776062410567299,Other_Faults,Other_Faults
0,4,0,1323,0.23387374986510623,0.04473004696804171,0.07449416299964132,0.3648977316214927,0.15993357141265055,0.02225176359534693,0.09981897353772064,Other_Faults,Other_Faults
0,4,0,1818,0.2500792626252721,0.05495277694662839,0.07790666898876736,0.3402778043086792,0.15421429907103523,0.035317652948837736,0.08725153511078004,Other_Faults,Other_Faults
0,4,0,1516,0.12714227732780728,0.04200831518797677,0.17971107368598158,0.3584539701739342,0.12785576263450038,0.011448034351275312,0.15338056663852448,Other_Faults,Other_Faults
0,4,0,1750,0.19621297353510989,0.02349410583314303,0.13043631571680767,0.40140102886941015,0.033539833460918204,0.06379896176212285,0.1511167808224879,Other_Faults,Other_Faults
0,4,0,1597,0.1306906370187804,0.04898904671637469,0.12103240700669181,0.3786136075342394,0.1525513081586931,0.014224697211273911,0.15389829635394683,Other_Faults,Other_Faults
0,4,0,1764,0.20393765923307206,0.013697949664674145,0.22932237820925852,0.38765914017902126,0.03392791475101197,0.019197620552666692,0.11225733741029527,Other_Faults,Other_Faults
0,4,0,1508,0.17284312235655702,0.028584800876209928,0.13089186259498442,0.4137418409444582,0.08552576034377295,0.013698646515900602,0.15471396636811713,Other_Faults,Other_Faults
0,4,0,1544,0.19193860113917108,0.018513899159834642,0.2616777074343625,0.3709936178487107,0.03330280088261769,0.02123271636825294,0.10234065716705024,Other_Faults,Other_Faults
0,4,0,1403,0.2874880076798346,0.018584492613173978,0.11018358074613518,0.3730530064594354,0.08716581708841897,0.0326313704886861,0.09089372492431595,Other_Faults,Other_Faults
0,4,0,1330,0.2616325753924825,0.01466751592097699,0.1317131236677916,0.4035804003602279,0.04301748102356602,0.027969610769675336,0.11741929286527952,Other_Faults,Other_Faults
0,4,0,1836,0.1891769619658157,0.01618498657473418,0.22075551950155536,0.41417257840337673,0.032553133362069005,0.021727170173360705,0.10542965001908813,Other_Faults,Other_Faults
0,4,0,1539,0.3182855734842771,0.017001721599481334,0.10177337182721169,0.37948946004487283,0.04114951565400908,0.05018604605983854,0.09211431133030942,Other_Faults,Other_Faults
0,4,0,1835,0.23559728833467874,0.02319774818704417,0.15103563230859385,0.3626872943692072,0.08207414436975792,0.05735493870856003,0.088052953722158,Other_Faults,Other_Faults
0,4,0,1572,0.24193243553298693,0.040518388360989574,0.09640807712572146,0.347112749759286,0.17504708102217048,0.02868311137805769,0.0702981568207877,Other_Faults,Other_Faults
0,4,0,1790,0.22425213997632779,0.024366692928302784,0.11971136364275797,0.3794477670825272,0.05011302745858291,0.08744116486295642,0.11466784404854488,Other_Faults,Other_Faults
0,4,0,1581,0.13660534066189864,0.04527194984779179,0.12638817733820545,0.35264755000169457,0.18467351440077817,0.012333806346826943,0.1420796614028044,Other_Faults,Other_Faults
0,4,0,1898,0.19261273598662362,0.02666661892607908,0.0910734874896521,0.479733847301244,0.04205831562539701,0.10050122649027404,0.06735376818073024,Other_Faults,Other_Faults
0,4,0,1780,0.18304080732691685,0.01124804804615507,0.3047611801309724,0.3527142299764528,0.02926877384872563,0.019841180933373483,0.09912577973740365,Other_Faults,Other_Faults
0,4,0,1690,0.14193436310027396,0.024572566742606886,0.23033915822488743,0.3535943390792939,0.09746421017710777,0.01192228634616891,0.1401730763296611,Other_Faults,Other_Faults
0,4,0,1475,0.31387685361736817,0.015224242545010142,0.11160656259848496,0.38014981811021675,0.042529882912830004,0.04155810514991323,0.09505453506617673,Other_Faults,Other_Faults
0,4,0,1823,0.3283262843556034,0.014334899775135143,0.10851354389531907,0.35210689987865323,0.05162432776232382,0.047872401795138304,0.09722164253782686,Other_Faults,Other_Faults
0,4,0,1922,0.21927617177627623,0.015248848612284349,0.18886629824447926,0.3656735338012878,0.04815451397369925,0.02768334679312641,0.13509728679884644,Other_Faults,Other_Faults
0,4,0,1713,0.31985577086318273,0.027548824195991934,0.08507185247565527,0.3589719191628156,0.0751314600944048,0.023548857037994787,0.10987131616995488,Other_Faults,Other_Faults
0,4,0,1552,0.26419447410744407,0.023334699866009334,0.10444836339120345,0.35538049506165703,0.09310918800417962,0.036204310308310506,0.12332846926119588,Other_Faults,Other_Faults
0,4,0,1276,0.0821765118524817,0.012810000128664963,0.6300363459856386,0.18419590301233993,0.031526953509740586,0.012525926139813499,0.04672835937132059,Other_Faults,K_Scratch
0,4,0,1419,0.2553895202952274,0.026215749754550724,0.09697901037031034,0.3699513483996066,0.12140165670489625,0.014205405907433206,0.11585730856797584,Other_Faults,Other_Faults
0,4,0,1662,0.23998884824123676,0.057016970739585504,0.07807748021628362,0.35748201059798146,0.15502504654259774,0.033567870010556014,0.07884177365175889,Other_Faults,Other_Faults
0,4,0,1827,0.19172099804974732,0.019512417053050277,0.18019719795237635,0.3609197749659752,0.04965319559145301,0.1296481760990888,0.06834824028830892,Other_Faults,Other_Faults
0,4,0,1469,0.3084167780509705,0.021098656220692086,0.08264938284114282,0.30975184384836935,0.0647708792704775,0.14750016472654343,0.06581229504180419,Other_Faults,Other_Faults
0,4,0,1744,0.2502709219592701,0.01805482168863089,0.13563021176544993,0.4134986849275707,0.03977493005563217,0.028710357066886617,0.11406007253655953,Other_Faults,Other_Faults
0,4,0,1489,0.19843407636424526,0.03026264198621372,0.10565726063051058,0.38491645508574296,0.11828778715278247,0.018791151019764765,0.1436506277607403,Other_Faults,Other_Faults
0,4,0,1918,0.24975028063481383,0.016812768925513213,0.1736522042436131,0.38899570720911825,0.039346384099015065,0.02416335999362377,0.10727929489430268,Other_Faults,Other_Faults
0,4,0,1900,0.21635025998794138,0.02448558752270492,0.0962825152954928,0.4317553854171844,0.04182335418277334,0.1052496737638301,0.08405322383007309,Other_Faults,Other_Faults
0,4,0,1670,0.22303403345996614,0.01762368184726522,0.1576283799481121,0.44189342631784767,0.036026271278772136,0.027706308946826765,0.09608789820120991,Other_Faults,Other_Faults
0,4,0,1579,0.13527200732856529,0.044938616514458456,0.12638817733820545,0.353076121430266,0.1858163715436353,0.012333806346826943,0.1421748994980425,Other_Faults,Other_Faults
0,4,0,1269,0.17049673142402924,0.07958214890377659,0.09199508273908087,0.378420113092624,0.16435248008658138,0.015696409617855015,0.09945703413605304,Other_Faults,Other_Faults
0,4,0,1525,0.165342334986902,0.04676963426645865,0.09955568327137061,0.37876764266488466,0.1702621947356942,0.015772137149563804,0.12353037292512611,Other_Faults,Other_Faults
0,4,0,1358,0.14418874558665273,0.03408145772224329,0.1543387201880554,0.5216562026099905,0.04356472032884543,0.04171597194978857,0.06045418161442413,Other_Faults,Other_Faults
0,4,0,1433,0.36075861930848846,0.014749737975299009,0.09367687445516819,0.34676845554178337,0.058270862398548624,0.04773001319447273,0.07804543712623958,Other_Faults,Bumps
0,4,0,1560,0.24119629255472388,0.02267148951400073,0.10593930639582062,0.3055553546646405,0.08241021511137463,0.1778040997583548,0.06442324200108486,Other_Faults,Other_Faults
0,4,0,1847,0.191273924476738,0.05119321042178058,0.08800819590939206,0.3880234761407248,0.16025321523509065,0.016343372242326317,0.104904605573948,Other_Faults,Other_Faults
0,4,0,1723,0.26354875285918533,0.017651476445929817,0.1141636555510197,0.37730639857695925,0.06942508662633293,0.028235150113033042,0.12966947982753985,Other_Faults,Other_Faults
0,4,0,1926,0.21782129735724962,0.037424812494917734,0.0846554260351465,0.38784657430557273,0.09643025823426452,0.03479828386491796,0.14102334770793107,Other_Faults,Other_Faults
0,4,0,1933,0.18024360682836846,0.015685616927985323,0.24791892825281261,0.4334831591667777,0.033185725787848945,0.013383703877421353,0.07609925915878547,Other_Faults,Other_Faults
0,4,0,1426,0.3539015523261909,0.019700201171358192,0.09626479729297305,0.33923546544804545,0.0550523508579089,0.05206484582396342,0.08378078707955997,Other_Faults,Bumps
0,4,0,1875,0.15553701968202863,0.021548647823653885,0.09769463341467749,0.5796280940948997,0.029410559870445385,0.059293179830151296,0.05688786528414358,Other_Faults,Other_Faults
0,4,0,1568,0.23687548466590902,0.021914826354670333,0.09509684465397421,0.39408265281773935,0.097788224468238,0.02219539221580556,0.1320465748236636,Other_Faults,Other_Faults
0,4,0,1631,0.3208637173418742,0.023949203944768335,0.09168491979378328,0.3564480590217076,0.0931642264886435,0.03238183699600919,0.08150803641321393,Other_Faults,Other_Faults
0,4,0,1488,0.22906667626698307,0.020231104061430746,0.13440108900829287,0.38439438384991037,0.07532649692455522,0.016930275815660225,0.13964997407316745,Other_Faults,Other_Faults
0,4,0,1548,0.25512083703769567,0.028043020497109782,0.09098620071722557,0.34891645391475434,0.10279689996027173,0.031672525462409486,0.14246406241053342,Other_Faults,Other_Faults
0,4,0,1894,0.24258645004366666,0.018005836359533737,0.12172096339394585,0.3857407447293354,0.0395653013314801,0.03741107895397176,0.15496962518806648,Other_Faults,Other_Faults
0,4,0,1474,0.3424241104155689,0.014909762000632409,0.09533138110268805,0.36175014542789863,0.057154568577177864,0.03365673868610609,0.09477329378992821,Other_Faults,Other_Faults
0,4,0,1672,0.27089755286602357,0.023378460198438894,0.11002823869528175,0.38716577375443223,0.07491068829628321,0.018935816046187916,0.11468347014335262,Other_Faults,Other_Faults
0,4,0,1289,0.12574578538909528,0.04244269273995204,0.1724719829918987,0.36411933998618495,0.1328780723007284,0.011687812529970169,0.15065431406217056,Other_Faults,Other_Faults
0,4,0,1655,0.2190805802497773,0.08870956839075063,0.0770816693372062,0.35088917835833333,0.134619831573567,0.03992568335916137,0.08969348873120424,Other_Faults,Other_Faults
0,4,0,1909,0.24410900016461162,0.02517873083246444,0.11636375779838094,0.383662091241997,0.06514255064748559,0.01968182670186193,0.14586204261319832,Other_Faults,Other_Faults
0,4,0,1693,0.12821480385592923,0.054044549551221746,0.10333655841792938,0.36012912725150137,0.20932318605825692,0.01219234789801651,0.13275942696714477,Other_Faults,Other_Faults
0,4,0,1482,0.19735654827113464,0.038926793452448316,0.08254995863006906,0.3866665420042337,0.1573358029220785,0.01687489788507399,0.12028945683496188,Other_Faults,Other_Faults
0,4,0,1493,0.20902478791875917,0.0312132562340354,0.1132777878076795,0.3886465712585553,0.10061377140915458,0.0147503468628278,0.14247347850898828,Other_Faults,Other_Faults
0,4,0,1728,0.25612506319146994,0.017426207874528598,0.13458114781536687,0.384419687931488,0.042732713686538804,0.048139687564670935,0.11657549193593672,Other_Faults,Other_Faults
0,4,0,851,0.1473454395670263,0.16351019738064637,0.0930398573774431,0.3466601692811608,0.1357552569893914,0.014761157917646548,0.09892792148668572,Dirtiness,Other_Faults
0,4,0,811,0.19094660400623503,0.0320220316938805,0.10750096827276133,0.3694999722320066,0.15475922622870247,0.014898219987236234,0.1303729775791779,Dirtiness,Other_Faults
0,4,0,843,0.1487981787855386,0.17802078961990417,0.09115473144930637,0.3345292723303978,0.14216560440439063,0.013562791413237796,0.09176863199722478,Dirtiness,Other_Faults
0,4,0,845,0.14588586973970222,0.16756144321623817,0.09591920494566807,0.3446604480120968,0.13288801645203444,0.014923366249362198,0.0981616513848984,Dirtiness,Other_Faults
0,4,0,844,0.1495115431370528,0.14902337084701375,0.11063733472434635,0.34684288416960873,0.13354242867293273,0.012162923717578253,0.09827951473146752,Dirtiness,Other_Faults
0,4,0,713,0.10415200631730173,0.012685112462979318,0.5617876328553538,0.22096298302450124,0.03182033754918267,0.017766860260535873,0.05082506753014516,K_Scratch,K_Scratch
0,4,0,521,0.09690526787175656,0.012438999069815583,0.5900419652644766,0.20057991315200904,0.031825141571903165,0.01625279783298814,0.05195591523705081,K_Scratch,K_Scratch
0,4,0,687,0.0827696449241094,0.012810000128664963,0.6246319369923519,0.18770303146856113,0.03191405028393414,0.012525926139813499,0.047645410062564834,K_Scratch,K_Scratch
0,4,0,511,0.10193498606502956,0.011007885173432477,0.5972220487691643,0.18911676969518218,0.028472612378813558,0.012620626693688181,0.059625071224689644,K_Scratch,K_Scratch
0,4,0,372,0.2411777468961132,0.020606566728393255,0.2228713913291645,0.33574723059548006,0.07582260216250887,0.0429603066432674,0.06081415564507256,K_Scratch,Other_Faults
0,4,0,487,0.09764968459671065,0.013135247963256397,0.5950123193509975,0.1846664255943188,0.03794335269663521,0.010055641273488087,0.06153732852459317,K_Scratch,K_Scratch
0,4,0,604,0.08662744905710702,0.011867207121611167,0.6240865286350454,0.18350049618828657,0.03044867158127737,0.01389004198904107,0.04957960542763117,K_Scratch,K_Scratch
0,4,0,432,0.0816416891905204,0.011683953085506021,0.6411651070475888,0.16857681428709853,0.03475447936960048,0.009011232964685537,0.05316672405499988,K_Scratch,K_Scratch
0,4,0,478,0.09771232106077181,0.013052407423615305,0.5810471271996281,0.19695527703498109,0.03781131376388973,0.01016432817320486,0.06325722534390894,K_Scratch,K_Scratch
0,4,0,524,0.1428306317080943,0.016983708256916086,0.4083871026780976,0.27117529206046165,0.04893935714227399,0.011395425601397445,0.10028848255275875,K_Scratch,K_Scratch
0,4,0,672,0.08121491325540227,0.012594053558744116,0.6360064878138417,0.18239351056628475,0.029984737150901535,0.013304290255908489,0.04450200739891694,K_Scratch,K_Scratch
0,4,0,399,0.08349571448802064,0.010453744266650532,0.6415836374906176,0.17488734461278932,0.026878846739154593,0.010726851380479272,0.051973861022287925,K_Scratch,K_Scratch
0,4,0,361,0.22908449468403777,0.02115139553577344,0.23343152817805093,0.33620613672890537,0.07675817175079287,0.04429670849812477,0.05907156462431473,K_Scratch,Other_Faults
0,4,0,444,0.10009749440939887,0.010228278057259415,0.6013134508864021,0.18558761508916244,0.028187776096789793,0.012883418530501099,0.06170196693048617,K_Scratch,K_Scratch
0,4,0,452,0.15725418652708212,0.027819423380116802,0.22680790421845326,0.3739913142009521,0.07455168135391628,0.011331310274317082,0.1282441800451625,K_Scratch,Other_Faults
0,4,0,620,0.08472684764638874,0.011858882162207587,0.6246054738812501,0.18483777156784276,0.030778193062610853,0.012614276239686988,0.050578555440012926,K_Scratch,K_Scratch
0,4,0,390,0.25351609056459223,0.020895851216361817,0.12257677872735562,0.34708131888681876,0.121604875419858,0.014110035271091066,0.12021504991392233,K_Scratch,Other_Faults
0,4,0,378,0.23146584423403813,0.02161112498192419,0.21563801563231133,0.3445027863690165,0.0733070282076262,0.04477898839953341,0.06869621217555005,K_Scratch,Other_Faults
0,4,0,714,0.0994822212072179,0.012447349620779773,0.5769864431598656,0.20972396714313826,0.032555513472729614,0.015368500312326982,0.05343600508394176,K_Scratch,K_Scratch
0,4,0,407,0.10185130225448046,0.00984365018228986,0.5911477376856957,0.20947703488908284,0.02522942305921892,0.012072801389771707,0.050378050539460324,K_Scratch,K_Scratch
0,4,0,479,0.09986864945357102,0.013637775756398065,0.5737252541720799,0.19805003191042278,0.04004290521007726,0.010628160049167334,0.06404722344828358,K_Scratch,K_Scratch
0,4,0,365,0.26264592101050005,0.021144678290911566,0.11192102983486601,0.4035948367360298,0.09648716076774339,0.023045320776198013,0.08116105258375135,K_Scratch,Other_Faults
0,4,0,678,0.08574237930708169,0.011858882162207587,0.6251237778150623,0.1836378609617617,0.031165289836804402,0.012614276239686988,0.04985753367739524,K_Scratch,K_Scratch
0,4,0,656,0.08212448363378683,0.012810000128664963,0.6302312313471906,0.18391018872662562,0.031526953509740586,0.012525926139813499,0.046871216514177735,K_Scratch,K_Scratch
0,4,0,492,0.0973245197000172,0.013135247963256397,0.586341028576811,0.18879513642139023,0.03794335269663521,0.010055641273488087,0.06640507336840183,K_Scratch,K_Scratch
0,4,0,596,0.08682162381438857,0.011867207121611167,0.6237952664991231,0.18359758356692735,0.03044867158127737,0.01389004198904107,0.04957960542763117,K_Scratch,K_Scratch
0,4,0,627,0.09438785828233813,0.011715641965445597,0.5945389312840819,0.1962350559142758,0.031435421918787995,0.013509955518716478,0.05817713511635406,K_Scratch,K_Scratch
0,4,0,475,0.10010654086334636,0.013328269492580822,0.5799326064749512,0.19354998656999176,0.03882698774508095,0.010553042906747181,0.06370256594730166,K_Scratch,K_Scratch
0,4,0,494,0.10134943397014425,0.013135247963256397,0.5899215981449974,0.18598120695069487,0.03794335269663521,0.010055641273488087,0.06161351900078364,K_Scratch,K_Scratch
0,4,0,659,0.08585516627183283,0.011858882162207587,0.6201221109458581,0.1864797312657107,0.031336230007744575,0.012614276239686988,0.05173360310695906,K_Scratch,K_Scratch
0,4,0,691,0.08997797761590366,0.011867207121611167,0.6108812964614456,0.19125405985644892,0.030835768355470923,0.01400908960808869,0.0511746009810308,K_Scratch,K_Scratch
0,4,0,472,0.09607507764001567,0.013013915993173942,0.5892067201351658,0.19277324221084122,0.03796696402028854,0.0102386894073403,0.06072539059317423,K_Scratch,K_Scratch
0,4,0,412,0.08286670831971155,0.010677808109498907,0.6467829174491386,0.1693815507107399,0.026768349501585534,0.010804824090030928,0.052717841819294536,K_Scratch,K_Scratch
0,4,0,584,0.09482239389788465,0.012295668461640158,0.5997581102307277,0.19635307169638477,0.0319060022534432,0.015248545242220852,0.04961620821769858,K_Scratch,K_Scratch
0,4,0,641,0.09609446831840752,0.011620342039965481,0.6065974442697564,0.1897907957560684,0.030366413851700316,0.014691000266751525,0.05083953549735025,K_Scratch,K_Scratch
0,4,0,628,0.0866364386292034,0.011867207121611167,0.6233922163901906,0.18418581886104501,0.03044867158127737,0.01389004198904107,0.04957960542763117,K_Scratch,K_Scratch
0,4,0,608,0.08662744905710702,0.011867207121611167,0.6240865286350454,0.18350049618828657,0.03044867158127737,0.01389004198904107,0.04957960542763117,K_Scratch,K_Scratch
0,4,0,424,0.08690195679774923,0.010504313166776955,0.6417315885940347,0.1709119430333505,0.027043195664565468,0.01114616416588428,0.05176083857763868,K_Scratch,K_Scratch
0,4,0,613,0.08660159231119781,0.011409890048440436,0.6242089795214464,0.18523317034047782,0.029869403288594446,0.01389004198904107,0.048786922500801896,K_Scratch,K_Scratch
0,4,0,48,0.30980740774143045,0.017550671541034225,0.09361982819968294,0.34823203587251605,0.059791635609455177,0.05707980427967822,0.1139186167562028,Pastry,Other_Faults
0,4,0,75,0.2919673445446206,0.018917318290704376,0.08593123269301058,0.32943173301921386,0.063181872352695,0.14096279277935095,0.0696077063204045,Pastry,Other_Faults
0,4,0,113,0.20281855639939916,0.05220293496029238,0.07772287234507633,0.36181662837431167,0.18608666101651902,0.019181286106060364,0.10017106079834105,Pastry,Other_Faults
0,4,0,157,0.22117909998288943,0.031520354168793646,0.08836017777473833,0.37490169534044143,0.1580660061395384,0.020500811298466416,0.10547185529513228,Pastry,Other_Faults
0,4,0,34,0.19524471329715096,0.03072915172949688,0.11870562714226353,0.3791398399311668,0.13978350425836797,0.012721272017764618,0.12367589162378956,Pastry,Other_Faults
0,4,0,133,0.21190022157755814,0.02801092600312169,0.10548836408123449,0.36958255464219286,0.14839935162692722,0.014511242347880551,0.12210733972108534,Pastry,Other_Faults
0,4,0,0,0.19272685533619138,0.05296533672673513,0.08795472713024384,0.35260290095288754,0.19967397389372607,0.01635159101023488,0.09772461494998108,Pastry,Other_Faults
0,4,0,76,0.21154239200521727,0.054272957956183754,0.07495188412987318,0.35812917619376605,0.18300606024989002,0.025648904247047008,0.09244862521802273,Pastry,Other_Faults
0,4,0,136,0.21551930168067798,0.08252351071164743,0.08407054168344028,0.3431664725023799,0.13675246283610978,0.04150007199009711,0.09646763859564747,Pastry,Other_Faults
0,4,0,82,0.28298285469047196,0.021079338852296466,0.09713019414509963,0.3336418522813443,0.06089863343613986,0.0988043418743812,0.10546278472026643,Pastry,Other_Faults
0,4,0,22,0.22514872422302581,0.03063811887596129,0.09924686587650154,0.37830764210579204,0.14212806300206737,0.02491795111280266,0.09961263480384933,Pastry,Other_Faults
0,4,0,155,0.1913157007539622,0.05172459130434701,0.08953348320034853,0.37290407323946584,0.1501408796776381,0.02541388988489877,0.11896738193933962,Pastry,Other_Faults
0,4,0,38,0.15446821889818327,0.047876955141453514,0.09806958327488757,0.37152118321324373,0.17779320718531735,0.015704826759365128,0.13456602552754954,Pastry,Other_Faults
0,4,0,140,0.1231510029147962,0.07923884531989507,0.11294259987141682,0.3963078860091528,0.15884040192331203,0.011784203590707063,0.11773506037071996,Pastry,Other_Faults
0,4,0,120,0.13944022944446136,0.06077816971973595,0.12030391889981878,0.33844896381431977,0.18890093436576538,0.012519192963976262,0.1396085907919224,Pastry,Other_Faults
0,4,0,28,0.1274433950188416,0.05113993242199027,0.1358333383634867,0.3584673254943581,0.16371965626607557,0.011752328659002427,0.1516440237762453,Pastry,Other_Faults
0,4,0,211,0.16584536259015056,0.03443324423718996,0.16353627428431358,0.36524543758344136,0.12057200445760037,0.013075699761460944,0.1372919770858432,Z_Scratch,Other_Faults
0,4,0,235,0.18920242829194556,0.06713790174528808,0.08295041009744404,0.3761704453757875,0.14050112050695943,0.023397921331377036,0.12063977265119848,Z_Scratch,Other_Faults
0,4,0,304,0.21235301310391924,0.021126939419715055,0.1371244002152384,0.3885039164802432,0.035492949692293385,0.03916842406768748,0.1662303570209033,Z_Scratch,Other_Faults
0,4,0,268,0.21037876942508002,0.03538491205981585,0.0795423368565126,0.39940091081458845,0.09087490095839643,0.03272328301370545,0.15169488687190122,Z_Scratch,Other_Faults
0,4,0,313,0.26140684417974536,0.019196934980489504,0.07810551773363686,0.37390814054588745,0.09092676118400625,0.032303175138590746,0.14415262623764388,Z_Scratch,Other_Faults
0,4,0,161,0.15482773608133155,0.05032897001590698,0.10236777609263453,0.34769827494330535,0.20019404443971778,0.013272460762817462,0.13131073766428647,Z_Scratch,Other_Faults
0,4,0,239,0.22607378535050648,0.026595563061977176,0.107379111682545,0.41959789058600433,0.08810943173241075,0.014697788183234086,0.117546429403322,Z_Scratch,Other_Faults
0,4,0,230,0.26385204405881824,0.027929147210316224,0.09487767670341246,0.35530473828804676,0.09122137752579292,0.034239166739843035,0.13257584947377027,Z_Scratch,Other_Faults
0,4,0,252,0.1510455613298608,0.04016149818031236,0.1406036499470588,0.36759282948891375,0.12574788715099747,0.012671017506145714,0.16217755639671125,Z_Scratch,Other_Faults
0,4,0,332,0.15360538832476733,0.014570226016540573,0.3721939430533007,0.3317160491216024,0.03225975024325217,0.01696513383017227,0.07868950941036437,Z_Scratch,K_Scratch
0,4,0,257,0.20430146831930363,0.037115968205659135,0.09446396257692095,0.35675549114087673,0.16724208017494152,0.017311089336078778,0.12280994024621932,Z_Scratch,Other_Faults
0,4,0,316,0.18592598594770526,0.023268202479390168,0.18184859221792124,0.3780316424189218,0.07451712095875435,0.012826925523453062,0.14358153045385408,Z_Scratch,Other_Faults
0,4,0,306,0.21292058157827967,0.03175031900273962,0.08938319596129142,0.3892732392189152,0.1253417081141706,0.020915812075305188,0.13041514404929838,Z_Scratch,Other_Faults
0,4,0,302,0.31354147436719193,0.016850376500558133,0.10388294840424239,0.33786445462853965,0.05726047514113948,0.05033730113801052,0.12026296982031778,Z_Scratch,Other_Faults
0,4,0,200,0.2028925328625253,0.049762936341725406,0.08645541407880984,0.3755391854009056,0.13724246828160797,0.027152684859087978,0.12095477817533806,Z_Scratch,Other_Faults
0,4,0,273,0.22594272614222774,0.01340637368780618,0.17190512559867296,0.42022243218903,0.03920357449178775,0.01938743017843331,0.10993233771204204,Z_Scratch,Other_Faults
0,4,0,183,0.1401912744083884,0.04926487310770849,0.13324310589687158,0.3859277189156965,0.11853475095447229,0.012217712438026997,0.1606205642788359,Z_Scratch,Other_Faults
0,4,0,267,0.2830681311289461,0.01690520548098223,0.11213767886951176,0.36161445359292976,0.04257151438518963,0.05291683866966448,0.13078617787277586,Z_Scratch,Other_Faults
0,4,0,266,0.20164672855493618,0.028400972188384957,0.09535030476929439,0.41288643817494936,0.11284081329718525,0.016894388901414613,0.13198035411383532,Z_Scratch,Other_Faults
0,4,0,750,0.16009142837403129,0.027271575503096338,0.12471186474028016,0.36516287053032287,0.04302727849358026,0.19223146142361142,0.08750352093507752,Stains,Other_Faults
0,4,0,803,0.21152248803098658,0.02467541407677508,0.09853847540782283,0.3345017554355453,0.04623241738582293,0.18790118848629514,0.09662826117675197,Stains,Other_Faults
0,4,0,781,0.24372189779923267,0.02309860526308241,0.08693803490563592,0.3173828711401063,0.05179836728802465,0.19606088436070002,0.08099933924321803,Stains,Other_Faults
0,4,0,757,0.1982857093383752,0.019049922142343592,0.10246496299020484,0.28212476837353884,0.049031111367870715,0.2938611150152299,0.05518241077243679,Stains,Stains
0,4,0,748,0.23636081032093967,0.020654217623545832,0.09853434150378107,0.3153078939689655,0.05214393890429399,0.1965448152359792,0.08045398244249471,Stains,Other_Faults
0,4,0,744,0.20608174873769408,0.02073289690441024,0.10056221305026096,0.3461957584555082,0.04291161695989399,0.21035327199615697,0.07316249389607558,Stains,Other_Faults
0,4,0,802,0.1928695735310314,0.022398417162453242,0.10600326631864586,0.31641630015708716,0.049850091598631574,0.2417956112650679,0.0706667399670827,Stains,Other_Faults
0,5,0,1241,0.24386196205294566,0.03182553643434216,0.12728913971385356,0.3799531118521688,0.09109956081982305,0.017632181059165565,0.10833850806770151,Bumps,Other_Faults
0,5,0,1119,0.28664597094778643,0.027969161308792612,0.08730932601599577,0.3561561992219029,0.1272477925934335,0.021846339210364406,0.09282521070172461,Bumps,Other_Faults
0,5,0,1248,0.3354907592503033,0.022171328652059365,0.10932967210345203,0.352656736385342,0.05006989206044777,0.051652808954376205,0.07862880259401953,Bumps,Other_Faults
0,5,0,1174,0.34845892611049606,0.015860438561294377,0.10379337569476309,0.3527592202395613,0.05057098268582923,0.05564335715094902,0.07291369955710704,Bumps,Other_Faults
0,5,0,956,0.22678385641878385,0.028224865359712473,0.10850417776000361,0.3607212689163087,0.13987725919803934,0.01695334184736744,0.11893523049978479,Bumps,Other_Faults
0,5,0,919,0.27522219158327454,0.031176420810132027,0.09389103332092541,0.3718945202250753,0.09593927971295281,0.026292355649707565,0.10558419869793254,Bumps,Other_Faults
0,5,0,1150,0.27189094836333827,0.015152091141467088,0.10517811253860909,0.3941507435931544,0.05144699559975529,0.039461625720019926,0.12271948304365612,Bumps,Other_Faults
0,5,0,1139,0.305555933932407,0.02147614693764977,0.09854761870792257,0.3668399178668588,0.09840086512963503,0.021320072294768358,0.08785944513075887,Bumps,Other_Faults
0,5,0,1133,0.24896392415427906,0.028598881734811076,0.11959207547428932,0.3904419347707854,0.0907981123919181,0.017079468655431928,0.10452560281848536,Bumps,Other_Faults
0,5,0,1141,0.2532876494449506,0.01477806761072386,0.12828640816353556,0.3799336149413735,0.052082627837121365,0.045995776914799114,0.12563585508749595,Bumps,Other_Faults
0,5,0,923,0.2861457419176918,0.02091302049129959,0.1071047630011603,0.36919829043132907,0.0900812525000311,0.02325937817023796,0.10329755348825033,Bumps,Other_Faults
0,5,0,1024,0.25421381474719984,0.03581260812686765,0.09004929334136523,0.3562702357146273,0.12539343306489134,0.027563946250978563,0.11069666875407012,Bumps,Other_Faults
0,5,0,933,0.3595790771675529,0.01796799614841476,0.10086979151844157,0.34358942368175904,0.05639214543715165,0.04915036013699302,0.07245120590968714,Bumps,Bumps
0,5,0,1124,0.2894859440368542,0.027877940495666366,0.11116446828352151,0.3596116956486718,0.10086474705941727,0.022953205531004172,0.08804199894486509,Bumps,Other_Faults
0,5,0,1114,0.22701961471423016,0.022553871581841082,0.14498649740445008,0.37828093077459246,0.04503031781461374,0.045284220513362027,0.13684454719691058,Bumps,Other_Faults
0,5,0,1088,0.2024944520218072,0.06777856414530277,0.10237904541423865,0.3729484516807712,0.14382307951870468,0.020437308651960143,0.09013909856721553,Bumps,Other_Faults
0,5,0,1144,0.31165269247793687,0.016243905659281535,0.11057264595219292,0.35752195279706617,0.06117885555359626,0.043486866156700096,0.09934308140322633,Bumps,Other_Faults
0,5,0,1027,0.33222087446349596,0.01716666067467505,0.09921635656767264,0.3439881006668828,0.06397380301228309,0.05518574688686439,0.08824845772812624,Bumps,Other_Faults
0,5,0,1160,0.22110841156193278,0.014049385179993146,0.17362617055842045,0.3889466175134863,0.04534693680197141,0.034256387171640784,0.12266609121255508,Bumps,Other_Faults
0,5,0,875,0.1946371039038268,0.04249062510866252,0.10248389979614309,0.36648004197348016,0.17109601108264808,0.01847519886790968,0.10433711926732983,Bumps,Other_Faults
0,5,0,868,0.2658404442248039,0.023357860066011434,0.09783467984930351,0.35918481655781953,0.10881559190245983,0.05620535598813309,0.08876125141146886,Bumps,Other_Faults
0,5,0,1047,0.29031016960479106,0.035674782967558,0.09005192389817733,0.35683495672536986,0.09451252717660015,0.024132143237372713,0.10848349639013127,Bumps,Other_Faults
0,5,0,1073,0.34295971450756746,0.018896363408897693,0.09310635585172794,0.3360884933551157,0.08621617171604959,0.03837491083743001,0.08435799032321173,Bumps,Bumps
0,5,0,1021,0.19772081293401736,0.04694775433849257,0.09510722789394091,0.35643666193072965,0.15347819005790697,0.01930579415835951,0.13100355868655295,Bumps,Other_Faults
0,5,0,1186,0.24155889829246774,0.021950249637714688,0.13597942360117166,0.3557210301331862,0.11268447154293625,0.016501607014793085,0.11560431977773082,Bumps,Other_Faults
0,5,0,927,0.2168145341536211,0.023009989823127457,0.16433050821740813,0.35976436489437447,0.10360925133280191,0.014318049244434347,0.11815330233423285,Bumps,Other_Faults
0,5,0,1163,0.27804594779301656,0.015442180395927298,0.11869864725117786,0.3797408829461692,0.049468879711005054,0.0610735916878387,0.09752987021486545,Bumps,Other_Faults
0,5,0,1025,0.33100876391188494,0.024394536023998104,0.09627207540326412,0.3328152262100088,0.0679162316844213,0.06712196009062615,0.0804712066757967,Bumps,Other_Faults
0,5,0,1175,0.3363715505214165,0.017044548405766413,0.10033631907669653,0.3526140487912492,0.06694431073108223,0.043559816100423115,0.08312940637336627,Bumps,Other_Faults
0,5,0,899,0.2811149814847024,0.01668767681315284,0.09283805882802039,0.3639162726612905,0.051771000695648245,0.09235401399459604,0.10131799552258985,Bumps,Other_Faults
0,5,0,1125,0.2588191601718085,0.020180450321511754,0.10262245628840158,0.41005070667780613,0.07390166538658546,0.02109519871217017,0.11333036244171645,Bumps,Other_Faults
0,5,0,1101,0.27968936246672593,0.023075147797142218,0.09643263913881839,0.34071589881113157,0.12091010545826754,0.041075327992802856,0.09810151833511167,Bumps,Other_Faults
0,5,0,881,0.27895106492630345,0.022778558736594626,0.10809532149430953,0.36998325672001486,0.10726463586390109,0.018823853294286173,0.09410330896459035,Bumps,Other_Faults
0,5,0,1099,0.22501324295292074,0.01219403549743925,0.1673223577252092,0.4231280655874536,0.046401207611532706,0.017284577693241824,0.10865651293220299,Bumps,Other_Faults
0,5,0,1183,0.27468069745354223,0.017423246657887692,0.13036353557865124,0.3610877420936949,0.09514319204233634,0.023222391779788083,0.09807919439409982,Bumps,Other_Faults
0,5,0,1222,0.2216658792722269,0.015293157246257435,0.18855111885510126,0.40836529187405324,0.03881658930238862,0.03228192941406168,0.09502603403591081,Bumps,Other_Faults
0,5,0,1038,0.28128444096614286,0.017418934428510516,0.12406790219692106,0.3621112363503369,0.04677093566978061,0.0527339734616021,0.11561257692670614,Bumps,Other_Faults
0,5,0,911,0.21018273866503395,0.05637308165078202,0.08963735816396708,0.3729829365425052,0.14727395476958963,0.021825133991372946,0.10172479621674908,Bumps,Other_Faults
0,5,0,1251,0.2675007994760664,0.016015073923646973,0.16954548230398328,0.38824143425205226,0.04961643829930971,0.027157892628455693,0.08192287911648558,Bumps,Other_Faults
0,5,0,1238,0.30965132541704843,0.02565539320602281,0.0992853914285816,0.3390805227023568,0.09531461224936781,0.02526388030654657,0.10574887469007618,Bumps,Other_Faults
0,5,0,1567,0.15032119879950584,0.04846848938221213,0.1347513279714679,0.35586287027763963,0.15195985723931524,0.013952892407366501,0.14468336392249287,Other_Faults,Other_Faults
0,5,0,1648,0.27302735832580666,0.02970344010848132,0.0918856126254385,0.319263640411355,0.10279423534361236,0.1160159128925906,0.06730980029271551,Other_Faults,Other_Faults
0,5,0,1300,0.18640872424703242,0.05256456396808835,0.09648220665607184,0.3455361453921678,0.18806868730767456,0.02021688909293754,0.1107227833360275,Other_Faults,Other_Faults
0,5,0,1840,0.1717397694589991,0.0238042242624835,0.1743922113367076,0.4006295054665472,0.08206218110010029,0.014601580383115605,0.13277052799204678,Other_Faults,Other_Faults
0,5,0,1687,0.18550427835533476,0.026706039824143032,0.13275736910861136,0.4031248737563139,0.044806550680114805,0.06883939115125831,0.13826149712422375,Other_Faults,Other_Faults
0,5,0,1441,0.32271854547707035,0.022842374917088643,0.09929426368163545,0.3474078552853178,0.1010727428855012,0.035006783074231655,0.07165743467915506,Other_Faults,Other_Faults
0,5,0,1502,0.1504604507732484,0.0263783804720807,0.21953328694287041,0.362590525168647,0.07742184471293481,0.014074518315394057,0.14954099361482442,Other_Faults,Other_Faults
0,5,0,1861,0.26882066364987983,0.017295820560388628,0.0884163594070478,0.3695620252400164,0.08400778415454446,0.022148251268237062,0.1497490957198861,Other_Faults,Other_Faults
0,5,0,1306,0.1833954215564425,0.05991721591454901,0.09018886360465057,0.3477409306913012,0.19456499155327556,0.017398871631712033,0.10679370504806922,Other_Faults,Other_Faults
0,5,0,1622,0.1743042487383902,0.0350464409037938,0.1564427097268587,0.45438314713453903,0.037618578759771974,0.05599640054419198,0.08620847419245443,Other_Faults,Other_Faults
0,5,0,1404,0.3080790369630837,0.016167094785150632,0.11390942607429104,0.37453645456461243,0.055300399281164044,0.061246319557370976,0.07076126877432755,Other_Faults,Other_Faults
0,5,0,1826,0.18259887570467512,0.025198170952189965,0.13560263427084265,0.39936044336649323,0.04955593231972743,0.11578174553977258,0.09190219784629919,Other_Faults,Other_Faults
0,5,0,1911,0.20292623118237574,0.015370830876489027,0.20262216107334588,0.3962244223103464,0.034087658015242106,0.028345374050330604,0.12042332249187022,Other_Faults,Other_Faults
0,5,0,1527,0.2568470068204196,0.02379596663986651,0.09814430715720021,0.36532599039841734,0.13298277662092908,0.024617435587516764,0.0982865167756507,Other_Faults,Other_Faults
0,5,0,1829,0.1926156639476579,0.02254018535748414,0.1707882492521659,0.39955142678205574,0.08889171930842131,0.019692539035094707,0.10592021631712034,Other_Faults,Other_Faults
0,5,0,1378,0.18033871838405,0.016626903272280294,0.26226360769650464,0.3906978225508786,0.03714183162985373,0.02164605966397221,0.09128505680246043,Other_Faults,Other_Faults
0,5,0,1808,0.2499477280952592,0.017615253356805943,0.13868387676029695,0.38567707890660574,0.08376076776260144,0.019604252240809146,0.10471104287762178,Other_Faults,Other_Faults
0,5,0,1436,0.3216753258493163,0.022233709250136468,0.08866285084673312,0.34544522608126194,0.10015285242266268,0.026931075436601278,0.0948989601132885,Other_Faults,Other_Faults
0,5,0,1709,0.13436104379812652,0.03088736803087972,0.24453699928437733,0.3603804772580728,0.08271483195400707,0.012653525738300149,0.13446575393623644,Other_Faults,Other_Faults
0,5,0,1917,0.22511008896730303,0.018381465096475695,0.12917900039317234,0.3927948299104551,0.0412055378954733,0.0432950088840333,0.1500340688530871,Other_Faults,Other_Faults
0,5,0,1341,0.29646152649810914,0.03093110337344148,0.0920312395319981,0.3358589739173686,0.11683513986086011,0.04587951737983989,0.08200249943838286,Other_Faults,Other_Faults
0,5,0,1580,0.12838216167651298,0.05383511485824073,0.1374063870252619,0.3754389191211226,0.1387383927217602,0.013746307772875338,0.15245271682422637,Other_Faults,Other_Faults
0,5,0,1422,0.2902120798918052,0.014919248812459405,0.10033815301026891,0.3773796221833922,0.05027810604987417,0.06984045446056153,0.09703233559163867,Other_Faults,Other_Faults
0,5,0,1905,0.22899411941723066,0.017064302357652415,0.09956035625692204,0.34282571795247285,0.0566334457856094,0.17603041908601597,0.07889163914409647,Other_Faults,Other_Faults
0,5,0,1303,0.24429020468476959,0.027903037205289548,0.10060655275567186,0.37444299338601056,0.13507204311646678,0.020308700046310423,0.09737646880548162,Other_Faults,Other_Faults
0,5,0,1578,0.14038570419090818,0.07576021314380425,0.10801560779982734,0.3490279327204796,0.19849316226607083,0.014548910318691311,0.11376846956021863,Other_Faults,Other_Faults
0,5,0,1664,0.28609944543889065,0.022924600764296362,0.10095037697227534,0.3473745333657216,0.11198059051436304,0.020200580120174224,0.11046987282427904,Other_Faults,Other_Faults
0,5,0,1310,0.17328361580084345,0.08998623031038341,0.08429453527298697,0.3501435185674101,0.14959648019476285,0.039880761531451904,0.1128148583221614,Other_Faults,Other_Faults
0,5,0,1688,0.15118604849359968,0.032884509857848764,0.1646163722620956,0.3599712962264362,0.13222585920207508,0.013109058833559757,0.14600685512438505,Other_Faults,Other_Faults
0,5,0,1491,0.18257972903365605,0.03160629762852717,0.12392387424147752,0.3751853372351212,0.1298315989695496,0.014363162193629368,0.14251000069803915,Other_Faults,Other_Faults
0,5,0,1280,0.23679611124667008,0.033691873485142784,0.08879900736563583,0.3553066590947016,0.14873963963406914,0.019100049958615032,0.11756665921516564,Other_Faults,Other_Faults
0,5,0,1504,0.13165439134872134,0.06049984962609068,0.16282474802622104,0.3884559762689067,0.10534233688808113,0.013606516019170251,0.13761618182280905,Other_Faults,Other_Faults
0,5,0,1718,0.21554298155422597,0.021094147069791312,0.15661004706682163,0.38091114575703555,0.043709551734581895,0.04079534343989616,0.14133678337764738,Other_Faults,Other_Faults
0,5,0,1322,0.1967307858741543,0.042001688390885104,0.09279647912832586,0.4045912396688104,0.13090342170557526,0.021031499799082212,0.11194488543316689,Other_Faults,Other_Faults
0,5,0,1324,0.22861233714592977,0.025940392417354016,0.10261506817009879,0.4320980071153896,0.07691448500661019,0.018342703247576246,0.11547700689704148,Other_Faults,Other_Faults
0,5,0,1305,0.191381847432662,0.05819799872809945,0.09170055778598118,0.36010078370995474,0.16749663859960912,0.01995287188596778,0.11116930185772578,Other_Faults,Other_Faults
0,5,0,1706,0.1450503258144389,0.06580147812693807,0.12920628374590595,0.37934312544554233,0.12739274884074225,0.01392872979604756,0.139277308230385,Other_Faults,Other_Faults
0,5,0,1921,0.19823537509442285,0.016519648071703242,0.20936781411599004,0.40475020386175375,0.03982385256633722,0.022395334446307435,0.10890777184348538,Other_Faults,Other_Faults
0,5,0,1746,0.29776586320689713,0.01897355042040405,0.1008585093337682,0.3581305985057657,0.07408281803942583,0.045578533085718895,0.10461012740802055,Other_Faults,Other_Faults
0,5,0,1571,0.27660650446617346,0.02442311059610486,0.11774893181429658,0.37299032162542617,0.11580062381069497,0.024960194194087557,0.06747031349321672,Other_Faults,Other_Faults
0,5,0,1480,0.17459096131820764,0.0347326216120161,0.22202852475562168,0.34800188954160793,0.07108383783387788,0.01405201087684888,0.13551015406181988,Other_Faults,Other_Faults
0,5,0,1467,0.3086410438410574,0.013941975643224871,0.10728681875372381,0.3712605366205766,0.0635329970740642,0.05388041037344479,0.08145621769390847,Other_Faults,Other_Faults
0,5,0,1924,0.1734104055379932,0.024908046991748894,0.2101960194459048,0.3706395650796436,0.07463968836071762,0.014111386151708953,0.13209488843228323,Other_Faults,Other_Faults
0,5,0,1686,0.18845282138977104,0.023601622219838775,0.14221976268288403,0.39344496207871493,0.044690817532480234,0.07146483910480703,0.13612517499150387,Other_Faults,Other_Faults
0,5,0,1615,0.2722805887793165,0.028657629113194794,0.09784583948917938,0.3660050304454024,0.07905443085272845,0.03678505393451144,0.11937142738566722,Other_Faults,Other_Faults
0,5,0,1536,0.2456479385125395,0.01383609289218968,0.1760770315097275,0.37941093690720007,0.04908983596650658,0.029638611929864712,0.10629955228197213,Other_Faults,Other_Faults
0,5,0,1455,0.35079496720059206,0.02328190815917069,0.10005584679309278,0.337519964667955,0.0828344897468955,0.04065693288740624,0.06485589054488798,Other_Faults,Bumps
0,5,0,1940,0.2643048224539626,0.012858931576894954,0.14213545304997963,0.38094297463137244,0.036011221678690336,0.0365149662119668,0.1272316303971334,Other_Faults,Other_Faults
0,5,0,1538,0.20940754854367769,0.028762220797145008,0.13184516680962177,0.445683897040723,0.04238250130472101,0.06332698847727061,0.07859167702684104,Other_Faults,Other_Faults
0,5,0,1368,0.235035344824907,0.018556993603874763,0.1355372611922731,0.4058477436869316,0.03712334177200369,0.05463182576831927,0.1132674891516905,Other_Faults,Other_Faults
0,5,0,1864,0.17500222457034645,0.02641063388552872,0.10134195545959125,0.5342908267895333,0.03687125863603705,0.07009456534874244,0.055988535310220834,Other_Faults,Other_Faults
0,5,0,1407,0.33036860983534566,0.01621852995059756,0.10587475759359798,0.34987307336705015,0.05788647983964889,0.07058168456659604,0.06919686484716386,Other_Faults,Other_Faults
0,5,0,1530,0.2253477454168035,0.0321318263400235,0.09517123969816288,0.35569877171287123,0.1342717356187244,0.03438735308351011,0.12299132812990442,Other_Faults,Other_Faults
0,5,0,1376,0.1223996467609247,0.013112748059405386,0.3328070677477291,0.4322171288580667,0.0335223556547065,0.01818927548919981,0.04775177742996764,Other_Faults,Other_Faults
0,5,0,1802,0.25281060785203946,0.024311250495980676,0.09081832285106016,0.37398398442435954,0.09037973190731825,0.041517865583651704,0.1261782368855902,Other_Faults,Other_Faults
0,5,0,1882,0.22026162346069975,0.018944779249566227,0.1112774009697223,0.3789643258611719,0.05253512206714762,0.09469318554464598,0.12332356284704629,Other_Faults,Other_Faults
0,5,0,1783,0.16212269780839453,0.03208198507012601,0.18616800921244195,0.36875866284539205,0.08656790486228584,0.014207274885616723,0.15009346531574305,Other_Faults,Other_Faults
0,5,0,1565,0.14781613964685142,0.011510216553254762,0.39423942398724576,0.3121700883013779,0.03485863659235544,0.02359297582015417,0.07581251909876062,Other_Faults,K_Scratch
0,5,0,1490,0.17792367385704458,0.0288454267315343,0.17234492509267557,0.3801589901352933,0.07784596619402592,0.013964483099164204,0.1489165348902623,Other_Faults,Other_Faults
0,5,0,1363,0.12737006524704078,0.014889472251621842,0.26377483341213925,0.48910377254741955,0.032060025702949184,0.02758901656103336,0.04521281427779593,Other_Faults,Other_Faults
0,5,0,1383,0.13219044090815835,0.014645569812597452,0.2643271842973745,0.4862787425639551,0.03122669236961585,0.02718901656103336,0.044142353487265404,Other_Faults,Other_Faults
0,5,0,1817,0.24160378612820224,0.04838991453161318,0.094211357042497,0.33902801372605523,0.1347524347184854,0.038503264068406894,0.10351122978474007,Other_Faults,Other_Faults
0,5,0,1344,0.19228995834153795,0.0377333138982556,0.10302793781349547,0.35339030317855497,0.17841968296678842,0.01701054975963249,0.11812825404173517,Other_Faults,Other_Faults
0,5,0,1281,0.17429105789385146,0.05136576439955156,0.09736647369961487,0.3553643264080758,0.19593388296906405,0.01604862844037933,0.10962986618946308,Other_Faults,Other_Faults
0,5,0,1883,0.17474025834924803,0.03406223514619681,0.16178831959388987,0.4307032051708442,0.04611683568309053,0.0609716608187479,0.09161748523798259,Other_Faults,Other_Faults
0,5,0,1681,0.18451964136946886,0.03453585754235747,0.11035277682124821,0.4296927972588999,0.09708796277770583,0.015281825266608406,0.1285291389637114,Other_Faults,Other_Faults
0,5,0,1848,0.1813516471186209,0.04361791676377291,0.10169243944368665,0.39372858440964864,0.11997868058914708,0.02616638328281022,0.1334643483923136,Other_Faults,Other_Faults
0,5,0,824,0.17698661562039777,0.09515574705940862,0.08670356983258226,0.3472886673382498,0.15068597894330799,0.035041225134489346,0.1081381960715643,Dirtiness,Other_Faults
0,5,0,817,0.13846686865048644,0.1679619368340834,0.09306226237571845,0.34593744869219456,0.16097023397187854,0.017521356085146482,0.07607989339049237,Dirtiness,Other_Faults
0,5,0,831,0.20626149567934932,0.01994177298194682,0.13850149278827012,0.39044810662771445,0.044793701258332395,0.0881829094931854,0.11187052117120143,Dirtiness,Other_Faults
0,5,0,837,0.12492759713425304,0.042238549189680744,0.16169604696115794,0.354782128663361,0.15802854106478897,0.013187578265745565,0.1451395587210128,Dirtiness,Other_Faults
0,5,0,855,0.1443454342490886,0.1801336141693564,0.10728776505319512,0.3223184257738717,0.13867633026055556,0.017720448216773682,0.08951798227715912,Dirtiness,Other_Faults
0,5,0,838,0.2271313447618344,0.033062040239122396,0.10601746793601226,0.36637015544277524,0.11830455307385497,0.02920080655553936,0.11991363199086143,Dirtiness,Other_Faults
0,5,0,612,0.10318227465635216,0.011539062614673093,0.5699261867956561,0.21174902244586136,0.03315174982431407,0.01797474665408705,0.052476957009056344,K_Scratch,K_Scratch
0,5,0,440,0.10094660048991282,0.011057949405666507,0.576323747113246,0.1993943497870894,0.032467927285633816,0.01576067762651417,0.06404874829193724,K_Scratch,K_Scratch
0,5,0,474,0.10446532993205054,0.011057949405666507,0.5725856138325532,0.20217203061360908,0.032467927285633816,0.01576067762651417,0.06149047130397254,K_Scratch,K_Scratch
0,5,0,611,0.10273855507909396,0.011539062614673093,0.5739366641040057,0.20668181673930797,0.03315174982431407,0.018075756755097153,0.05387639488350822,K_Scratch,K_Scratch
0,5,0,615,0.10616008437829436,0.011129414708604578,0.5615173013945345,0.212566728947236,0.03401182043799018,0.01731298151015779,0.057301668623182665,K_Scratch,K_Scratch
0,5,0,727,0.12253532797213092,0.015869080177376857,0.4561424953463609,0.3001492411748875,0.032497620376404225,0.018260009244513292,0.05454622570832629,K_Scratch,K_Scratch
0,5,0,397,0.1169152602668348,0.013812713145182707,0.5016908447562503,0.26464225885413567,0.032970210168464714,0.017446101790071573,0.052522611019060375,K_Scratch,K_Scratch
0,5,0,486,0.11732496674588613,0.01662159568460822,0.49271337662935705,0.2293505500940308,0.05343574244121866,0.01219613893053978,0.07835762947435951,K_Scratch,K_Scratch
0,5,0,425,0.1937383139833733,0.021087314113519797,0.17462202900763188,0.38819413235678596,0.03713044752030238,0.031092485219047377,0.15413527779933933,K_Scratch,Other_Faults
0,5,0,543,0.11018939973584466,0.012816858296271544,0.532063766506954,0.2315832855866061,0.03539197241995883,0.01962242631892753,0.058332291135437454,K_Scratch,K_Scratch
0,5,0,651,0.10650910774227844,0.012857112129858423,0.5573722986348428,0.21506086264536597,0.036579387181415866,0.018389934776402748,0.053231296889835876,K_Scratch,K_Scratch
0,5,0,725,0.09988900744624221,0.01197390450882862,0.5673286199306182,0.2147334299490688,0.03299004492317279,0.015229168803144257,0.0578558244389253,K_Scratch,K_Scratch
0,5,0,690,0.10486117359011742,0.01170855414009682,0.5665452849988207,0.2096067357428672,0.033859192713039186,0.018569492937853233,0.054849565877205485,K_Scratch,K_Scratch
0,5,0,735,0.1505076969574937,0.015064907221260644,0.41901704419485436,0.2656911763282952,0.049900550285171354,0.011992793194491966,0.0878258318184329,K_Scratch,K_Scratch
0,5,0,688,0.18637615545786318,0.018445275991522812,0.22595786012675742,0.39350658915532266,0.04267829871520917,0.03506328004098863,0.09797254051233621,K_Scratch,Other_Faults
0,5,0,664,0.1003456494622397,0.011748715440755312,0.5733373935802781,0.21026973720782377,0.03343407768693499,0.01639420469901601,0.0544702219229522,K_Scratch,K_Scratch
0,5,0,398,0.09820555570538354,0.01553431280221026,0.5601203045024702,0.20515921492769998,0.04357431957134441,0.010797506682875864,0.06660878580801585,K_Scratch,K_Scratch
0,5,0,706,0.10253540078552965,0.011748715440755312,0.5580291029741151,0.22261094668838094,0.03343407768693499,0.016293194598005906,0.05534856182627812,K_Scratch,K_Scratch
0,5,0,618,0.10017805219062513,0.011471495047105526,0.5788229439035504,0.2062593561520333,0.03248733540989965,0.01733251351185391,0.05344830378493222,K_Scratch,K_Scratch
0,5,0,435,0.1005260510052615,0.014456942237928703,0.5517417607217289,0.2039138928368362,0.046565339059418884,0.011158181493812454,0.07163783264501357,K_Scratch,K_Scratch
0,5,0,437,0.10313165040200055,0.011057949405666507,0.5696125100551233,0.20356794724787974,0.033579038396744934,0.01576067762651417,0.06329022686607085,K_Scratch,K_Scratch
0,5,0,393,0.10048049119098851,0.012135319969948074,0.5616788256522383,0.21373736998072196,0.032636630019781586,0.015400002815577579,0.06393136037074404,K_Scratch,K_Scratch
0,5,0,457,0.10604904544013838,0.015634696504010826,0.5410625657452885,0.20579633529548236,0.04873540044103228,0.01122508440899616,0.0714968721650516,K_Scratch,K_Scratch
0,5,0,428,0.10291575688761444,0.014456942237928703,0.5439643110690989,0.20956479450185,0.046565339059418884,0.011158181493812454,0.07137467475027671,K_Scratch,K_Scratch
0,5,0,720,0.12541209417831486,0.014039871852994086,0.4545785272509395,0.27798330914827124,0.03914628014144007,0.02719890102295311,0.06164101640508712,K_Scratch,K_Scratch
0,5,0,359,0.22751465295961965,0.022010810224739257,0.16513685162165082,0.36149657777513083,0.10568690284335965,0.03172243786498703,0.086431766710513,K_Scratch,Other_Faults
0,5,0,732,0.14359365292570161,0.016101257834565324,0.4021972269076942,0.2831278107180532,0.05071518498972839,0.011612437613028836,0.09265242901122861,K_Scratch,K_Scratch
0,5,0,661,0.10429008021242621,0.01201887810711864,0.5577411679165758,0.21399603564333738,0.03621534607901582,0.016887940881772086,0.05885055115975412,K_Scratch,K_Scratch
0,5,0,593,0.13798894204766582,0.01680434240896495,0.4124270347747349,0.275867838525,0.04882756875028237,0.011563915256124014,0.09652035823722795,K_Scratch,K_Scratch
0,5,0,654,0.16789326136004223,0.019994522479583388,0.1254590534479454,0.3277379406668902,0.05407774961984791,0.23977027854573657,0.06506719387995422,K_Scratch,Other_Faults
0,5,0,630,0.10371732912103022,0.011676191680549897,0.5659134193300717,0.2109573540639934,0.03405150040534688,0.0192377136060739,0.05444649179293414,K_Scratch,K_Scratch
0,5,0,360,0.23021532527988048,0.0213694277880825,0.22466584575860815,0.34940683318368526,0.07229678843231599,0.044222964424950294,0.05782281513247746,K_Scratch,Other_Faults
0,5,0,734,0.13455117471530514,0.011487793533063319,0.47012059486736674,0.2581557421202176,0.03654592546324693,0.016045106585357953,0.07309366271544221,K_Scratch,K_Scratch
0,5,0,576,0.11070150840894773,0.01207818805078583,0.5458622121716457,0.21722175172909428,0.0360274337732494,0.020916309913980552,0.05719259595229662,K_Scratch,K_Scratch
0,5,0,388,0.2699188291572175,0.023236031571767603,0.12110597632367373,0.37091511843135316,0.09967313177764597,0.025994418306891955,0.0891564944314503,K_Scratch,Other_Faults
0,5,0,377,0.2667188212953013,0.015351546530890367,0.2142809009336125,0.3411354710231455,0.07289312012049569,0.0357866453991237,0.05383349469743098,K_Scratch,Other_Faults
0,5,0,723,0.12594445993871978,0.016269032318353086,0.46238356764475647,0.296006548566377,0.032474944639442775,0.018408826282816773,0.04851262060953409,K_Scratch,K_Scratch
0,5,0,550,0.11387165112066326,0.01335217700363188,0.5154773867864251,0.23787667982473082,0.036312181266130776,0.021697795154744834,0.06141212884367334,K_Scratch,K_Scratch
0,5,0,709,0.10125598380874426,0.011748715440755312,0.5653356205306328,0.21662048442160287,0.03443407768693498,0.01639420469901601,0.054210913412313905,K_Scratch,K_Scratch
0,5,0,145,0.12338473425101078,0.09143297767819415,0.12486379129838139,0.37016117151513583,0.16876616409347847,0.014524864541252932,0.10686629662254646,Pastry,Other_Faults
0,5,0,115,0.1475743338048472,0.07087322660394835,0.09346634949079873,0.36138668037576704,0.1966240084317305,0.014428253475958289,0.11564714781695017,Pastry,Other_Faults
0,5,0,1,0.2190678019640596,0.06818952618500655,0.08468778077075328,0.35995811534234184,0.1507617184208375,0.0337526577930495,0.08358239952395159,Pastry,Other_Faults
0,5,0,111,0.19760929568503738,0.03039737103037575,0.10076574767543527,0.3628340022107402,0.175521866069045,0.016778113389993764,0.11609360393937258,Pastry,Other_Faults
0,5,0,51,0.147929257747005,0.057223207346964185,0.10958413397809506,0.3535973272724861,0.19422747894979098,0.014151623221017954,0.12328697148464082,Pastry,Other_Faults
0,5,0,43,0.16939974773707614,0.05859899033986294,0.10067712633034692,0.35050055189986196,0.19567523412267435,0.017155510868603684,0.10799283870157421,Pastry,Other_Faults
0,5,0,65,0.15443846299644387,0.0634405748413616,0.09795184207069765,0.346113055347016,0.21088100238368113,0.015499397754565256,0.11167566460623467,Pastry,Other_Faults
0,5,0,97,0.20007041719607152,0.10821819143608057,0.0872414622508085,0.35775938890625303,0.14649141379059485,0.020560714291832066,0.07965841212835958,Pastry,Other_Faults
0,5,0,135,0.11829170538651622,0.06105566738342961,0.14106845024628323,0.36478881692675047,0.1791233897198201,0.011975084488949714,0.12369688584825067,Pastry,Other_Faults
0,5,0,3,0.20341346310533645,0.06429527430686517,0.09329245712179819,0.37561796467974523,0.14861770338158783,0.022727642046414646,0.09203549535825246,Pastry,Other_Faults
0,5,0,116,0.1947028775293797,0.059996654337024086,0.08686418045257026,0.36057994671683097,0.17163367492942186,0.016411060686438404,0.10981160534833487,Pastry,Other_Faults
0,5,0,107,0.24724601620510028,0.026251822042824585,0.10490209479547419,0.36441811608946295,0.13986759811054195,0.01892134706001602,0.09839300569658015,Pastry,Other_Faults
0,5,0,103,0.15429881950130514,0.10815983551847626,0.1045718795249388,0.34569655695785384,0.17122266011040543,0.014662482695740102,0.10138776569128058,Pastry,Other_Faults
0,5,0,92,0.16009973101647962,0.06885659274268811,0.11944037088216497,0.34872715292109185,0.17190474258432506,0.014495391089773555,0.116476018763477,Pastry,Other_Faults
0,5,0,123,0.2115030036670205,0.03227095978096538,0.10595493616797316,0.35690271406628354,0.16972183946465436,0.01761381896622277,0.1060327278868805,Pastry,Other_Faults
0,5,0,124,0.19497224926602402,0.056314826988376004,0.08823234644160978,0.35593451455269765,0.17041972664748767,0.018063118065491063,0.11606321803831385,Pastry,Other_Faults
0,5,0,327,0.2545497040652453,0.029687553637171283,0.08697138409853694,0.35615412218021114,0.13120895455053053,0.0337785427576809,0.1076497387106241,Z_Scratch,Other_Faults
0,5,0,182,0.2530272324145482,0.01665075623392518,0.10345226251518469,0.3676111017058163,0.04993660791141288,0.06051867987615207,0.14880335934296066,Z_Scratch,Other_Faults
0,5,0,220,0.20469669334768348,0.024582373301761506,0.1566588341719471,0.36978868785365776,0.08487650032125128,0.014768641351800081,0.14462826965189904,Z_Scratch,Other_Faults
0,5,0,224,0.2564964636023605,0.016759041752999193,0.11813231338489627,0.3813480012171647,0.0429210781708592,0.04150598494367479,0.14283711692804513,Z_Scratch,Other_Faults
0,5,0,330,0.1959279874612127,0.01948652377635132,0.21923942686827208,0.3901766090435745,0.04519443922670062,0.022269948007442197,0.10770506561644667,Z_Scratch,Other_Faults
0,5,0,281,0.26283737197020773,0.019993513828186312,0.10370119231840218,0.36634366517720407,0.05497119295670517,0.07771259152671336,0.11444047222258119,Z_Scratch,Other_Faults
0,5,0,236,0.21634157345660376,0.048919513419532094,0.09556817839030347,0.3450668600157342,0.1307767358061465,0.04204233423275021,0.12128480467892967,Z_Scratch,Other_Faults
0,5,0,271,0.2324221288256692,0.017668514597705215,0.11282701396991841,0.37129228400418657,0.049376267783442264,0.07422109584287363,0.1421926949762048,Z_Scratch,Other_Faults
0,5,0,259,0.14142956744105112,0.045874693721414415,0.14651002068510127,0.3522475762654539,0.1511044469290358,0.012863042622051964,0.14997065233589152,Z_Scratch,Other_Faults
0,5,0,260,0.28569724072349717,0.022501079335050505,0.10576115629965332,0.4088648196185706,0.0556113312023886,0.024375586535011852,0.09718878628582805,Z_Scratch,Other_Faults
0,5,0,340,0.12465966395426664,0.05966686090697511,0.13731740783598068,0.3836667275247887,0.15426161285691165,0.012418986927974105,0.12800873999310317,Z_Scratch,Other_Faults
0,5,0,291,0.2377035749123735,0.01653728545345585,0.11553725359303439,0.38124892480877615,0.050670513080385254,0.061559168866614646,0.13674327928536012,Z_Scratch,Other_Faults
0,5,0,319,0.1956909884878715,0.022530601067303316,0.15597764953841836,0.3935164698066195,0.041055247360478886,0.04106288515572399,0.1501661585835843,Z_Scratch,Other_Faults
0,5,0,339,0.18123760142641532,0.06733460156171885,0.08973696385582114,0.3688960847232227,0.15045627238867518,0.020507213375951485,0.12183126266819526,Z_Scratch,Other_Faults
0,5,0,314,0.2311803655101412,0.025422841255178828,0.11120717671815573,0.37561422851522963,0.10391640903377725,0.01920067269765058,0.1334583062698669,Z_Scratch,Other_Faults
0,5,0,292,0.23775733732882498,0.02613963373368861,0.093705230065413,0.37328924119897056,0.1132125671725699,0.01885494905891341,0.1370410414416198,Z_Scratch,Other_Faults
0,5,0,263,0.22331096465773992,0.016718444818482503,0.15687590701096008,0.40176350705415464,0.048582564707216426,0.03383141803012496,0.11891719372132141,Z_Scratch,Other_Faults
0,5,0,256,0.23432470597674482,0.02366303618681707,0.12582272083819504,0.36904074653962465,0.09077595389894855,0.01589091870288593,0.14048191785678404,Z_Scratch,Other_Faults
0,5,0,186,0.2568632415733225,0.02902621472026563,0.08526804698862643,0.35862862645027865,0.11797748068558814,0.030094639079219485,0.1221417505026992,Z_Scratch,Other_Faults
0,5,0,800,0.2038580100269079,0.019797268860919124,0.10158070796005438,0.34169791191289656,0.048921867746264516,0.2111829826229431,0.07296125087001429,Stains,Other_Faults
0,5,0,805,0.26304560782764524,0.015893674909746556,0.10329104853752842,0.3442600610644129,0.06332309118454217,0.10658047196655537,0.10360604450956933,Stains,Other_Faults
0,5,0,779,0.2056348750742971,0.021212035925741776,0.0907330286061026,0.29222985226230036,0.055765208196164436,0.27433174253853015,0.06009325739686339,Stains,Other_Faults
0,5,0,745,0.22884670563210815,0.015220341739515343,0.09451508593408826,0.28362818876203144,0.05097002925475765,0.2759456885909307,0.05087396008656837,Stains,Other_Faults
0,5,0,743,0.2073232578393872,0.022235594055356144,0.09902491178777893,0.30812599039428734,0.0572870816446632,0.24530170157572934,0.060701462702797596,Stains,Other_Faults
0,5,0,785,0.18787623558737748,0.01822373708048621,0.09812779536923459,0.30529311699489375,0.055613942893608416,0.27604756389659785,0.05881760817780152,Stains,Other_Faults
0,5,0,807,0.16216411001090097,0.022147207381750612,0.14053351972013917,0.39364991270375405,0.041191977365576074,0.15877236859107607,0.08154090422680302,Stains,Other_Faults
0,6,0,901,0.3160113999908548,0.02429140839069727,0.0990484283564082,0.33877141242590336,0.05367743642703198,0.09380542551733165,0.07439448889177287,Bumps,Other_Faults
0,6,0,1029,0.2752990728999723,0.018566180177130676,0.12633666005860242,0.3625719987844921,0.09019154474766461,0.026744801121911563,0.1002897422102266,Bumps,Other_Faults
0,6,0,1077,0.3052001222612296,0.035304076345727645,0.08887051494545889,0.3581679844583829,0.09895604688585893,0.030162386313943804,0.08333886878939842,Bumps,Other_Faults
0,6,0,952,0.14450828270175697,0.04060447041256228,0.14392561867627746,0.36884943815927834,0.10997076977049533,0.014152866690872045,0.1779885535887576,Bumps,Other_Faults
0,6,0,905,0.2788542400387575,0.019475894793521985,0.10943562908889805,0.3496415282588716,0.10021092008618963,0.030172761881146558,0.11220902585261508,Bumps,Other_Faults
0,6,0,1066,0.2350208303769311,0.024361385365386637,0.11624550483577116,0.3950288473297588,0.05323503741806022,0.08112835805078272,0.09498003662330942,Bumps,Other_Faults
0,6,0,975,0.2711300956869244,0.03135293942184287,0.09471632261905148,0.34930628076739006,0.11250848848157152,0.0367935099694456,0.10419236305377418,Bumps,Other_Faults
0,6,0,1266,0.27385242041257774,0.01853090040814545,0.12269967448549945,0.39287344573698163,0.054991917178017824,0.04325474477000947,0.09379689700876867,Bumps,Other_Faults
0,6,0,1016,0.3294985406158222,0.01769585628643194,0.11235752853351562,0.36051709793882963,0.07643281505894649,0.02464098423552634,0.07885717733092773,Bumps,Other_Faults
0,6,0,1123,0.25336867206057595,0.024741345075244493,0.09715454770413197,0.3660946314116355,0.12522984869721962,0.02125026277120514,0.11216069227998744,Bumps,Other_Faults
0,6,0,889,0.23201431673908066,0.018338095018542513,0.13210736711319915,0.37125863883991755,0.04383425831819049,0.04869682146195622,0.1537505025091135,Bumps,Other_Faults
0,6,0,1061,0.25197032125524965,0.029705266265770545,0.14042767780086585,0.37477430848685245,0.08738449251904923,0.01856130162253848,0.09717663204967383,Bumps,Other_Faults
0,6,0,1168,0.2588351622790368,0.0345551769241036,0.10947289633519498,0.3976149142907787,0.08289062611102238,0.023957354576643847,0.09267386948321947,Bumps,Other_Faults
0,6,0,1224,0.2880870937082131,0.019223165328773495,0.10551955927252717,0.3681271459104191,0.08034432535155535,0.020651966788491398,0.11804674364002037,Bumps,Other_Faults
0,6,0,1147,0.31263874433158867,0.0222186689172832,0.10450908400479919,0.3749500285083378,0.05025997244558506,0.05133916880380579,0.08408433298860046,Bumps,Other_Faults
0,6,0,994,0.1918258904134148,0.03181245141974427,0.16286206985087792,0.4050456828960511,0.04150181234557828,0.040540165862392105,0.12641192721194142,Bumps,Other_Faults
0,6,0,1018,0.32394762125038395,0.0230950095356684,0.10207755332163701,0.35218199097715874,0.09236873561626587,0.03079502351028873,0.07553406578859753,Bumps,Other_Faults
0,6,0,873,0.24293282405653868,0.026228256728661886,0.0933736037566824,0.3629235092120498,0.16774720803485466,0.0203440605289206,0.08645053768229202,Bumps,Other_Faults
0,6,0,1109,0.19905568608256072,0.0554809150274245,0.08637060950051831,0.36938311237360805,0.15342845384923454,0.019969138102072185,0.11631208506458172,Bumps,Other_Faults
0,6,0,904,0.32655963222379997,0.025680714861956413,0.10527808444497094,0.3453713082363594,0.05289049498832211,0.05807417137120418,0.08614559387338698,Bumps,Other_Faults
0,6,0,1235,0.2239792387176951,0.02354039187337157,0.11642766772169962,0.3989014200212266,0.09110014089116071,0.01854225068457489,0.12750889009027147,Bumps,Other_Faults
0,6,0,1040,0.28521777193884656,0.025897460414657406,0.09811420037409052,0.3350245372621549,0.09931763878219747,0.0698401082353833,0.08658828299267007,Bumps,Other_Faults
0,6,0,1228,0.26103913573137694,0.016774722056078693,0.11032817558943037,0.38465595310215617,0.04605362465124952,0.0556945182561409,0.12545387061356744,Bumps,Other_Faults
0,6,0,1158,0.26585941554398224,0.015097951422593167,0.18719641541307286,0.3500430305134011,0.05670504307658916,0.031338507382982786,0.09375963664737867,Bumps,Other_Faults
0,6,0,1203,0.16318653805870492,0.0357373808834153,0.17211840433205836,0.48578277112314205,0.03572726592180645,0.03668519409425239,0.07076244558662054,Bumps,Other_Faults
0,6,0,997,0.2987647974811052,0.018365888178790132,0.100532480860929,0.3484544304575937,0.09540814454318854,0.04670011188541375,0.09177414659297979,Bumps,Other_Faults
0,6,0,1041,0.26418735148397754,0.017802479766298826,0.09983096924854765,0.330077019763339,0.0613448153844193,0.15677526949408768,0.06998209485933021,Bumps,Other_Faults
0,6,0,1084,0.31959498799403907,0.034623898189257665,0.09220382325307272,0.3456370536941326,0.09746551324673351,0.029195857535394845,0.0812788660873698,Bumps,Other_Faults
0,6,0,1012,0.22605717612695797,0.03654203822632696,0.09948392983629463,0.3603619967980496,0.11669613922917138,0.026625441809189736,0.13423327797400986,Bumps,Other_Faults
0,6,0,903,0.2831608846767285,0.016649185773396843,0.11549283047161589,0.35745843587366294,0.06237199549971566,0.03947608879050045,0.12539057891437985,Bumps,Other_Faults
0,6,0,944,0.330641222254178,0.014544219085935568,0.10926801447352023,0.34855705126590486,0.05748640901593486,0.05087993549465039,0.08862314840987606,Bumps,Other_Faults
0,6,0,1046,0.3330915973619279,0.016332074145829614,0.10442497871268708,0.34837922818690265,0.06716840079424684,0.042690757833280656,0.08791296296512532,Bumps,Other_Faults
0,6,0,1002,0.2846316156900168,0.016291894590690942,0.1301758128377499,0.39323359542698333,0.05240595535772565,0.03633046590195468,0.08693066019487862,Bumps,Other_Faults
0,6,0,949,0.26643449486860005,0.015302203949459041,0.10597710211415814,0.37284177085460546,0.08795153247895231,0.028702100753103737,0.12279079498112132,Bumps,Other_Faults
0,6,0,1250,0.29485553722007785,0.03342721120364201,0.09110469225265731,0.3597505647278533,0.10231104391735353,0.027128916079742396,0.09142203459867382,Bumps,Other_Faults
0,6,0,883,0.194489958248086,0.02353152406410135,0.14610140864483664,0.48415437338010586,0.039008279154677826,0.03909725961946195,0.07361719688873058,Bumps,Other_Faults
0,6,0,1135,0.260222984326199,0.021438341025627455,0.10228196254274527,0.3491221364554653,0.12476686391831211,0.021774980880009807,0.1203927308516411,Bumps,Other_Faults
0,6,0,978,0.3022262649609976,0.02315957865583547,0.10513614537412874,0.34749541519858973,0.09257726987502178,0.03881833359566846,0.09058699233975859,Bumps,Other_Faults
0,6,0,1080,0.2877092630217369,0.03123516090275123,0.10864183741234293,0.34641838951417797,0.049952152436891745,0.09590017322626261,0.08014302348583689,Bumps,Other_Faults
0,6,0,1195,0.22845726448713372,0.03517461571623104,0.1006913239737338,0.36193272038071156,0.11691588155918607,0.035630951868472906,0.1211972420145309,Bumps,Other_Faults
0,6,0,1294,0.23699053994090566,0.025405300380950947,0.10212417547447254,0.37383723971234595,0.14155593225117077,0.020018391238966145,0.10006842100118778,Other_Faults,Other_Faults
0,6,0,1472,0.27933828583093034,0.021931289349190326,0.14688823312093735,0.35275916330548546,0.07424968611520337,0.019765039187989972,0.10506830309026309,Other_Faults,Other_Faults
0,6,0,1896,0.23659586410754518,0.020957865271977797,0.20730104071252275,0.38299195152283927,0.046443259187462047,0.02681101390188426,0.07889900529576872,Other_Faults,Other_Faults
0,6,0,1476,0.3122485852008363,0.023255679853635015,0.10316355571547797,0.353077748401061,0.08746183819571259,0.025791222079773534,0.09500137055350372,Other_Faults,Other_Faults
0,6,0,1286,0.22303120290297263,0.060497630755383114,0.08312453748868576,0.34972719096437116,0.16628699163839822,0.0267126284953722,0.0906198177548171,Other_Faults,Other_Faults
0,6,0,1816,0.22810041642974382,0.027744782074623588,0.09556896255273002,0.36454291912539766,0.10549515867126173,0.05008685070533694,0.1284609104409059,Other_Faults,Other_Faults
0,6,0,1431,0.3315969079604866,0.018758401087459964,0.10175193433133112,0.34556693536720795,0.053831062479834865,0.06181562576688978,0.08667913300678987,Other_Faults,Other_Faults
0,6,0,1869,0.24073847709757462,0.02668972300474071,0.09598159240692894,0.3613257762067018,0.10743149807102713,0.036353038879244036,0.1314798943337826,Other_Faults,Other_Faults
0,6,0,1587,0.26813127773108136,0.02034701747606097,0.1269959245091665,0.4077338375685607,0.05706786212303179,0.03834377690038842,0.08138030369171022,Other_Faults,Other_Faults
0,6,0,1712,0.19487768664552071,0.02487689651804936,0.165278474351827,0.45032426708272993,0.0408061545546322,0.03945726493332864,0.08437925591391218,Other_Faults,Other_Faults
0,6,0,1878,0.20636083229544447,0.0163177904053652,0.18960189496144952,0.41612642484283063,0.0449042504723885,0.025937709642178834,0.1007510973803429,Other_Faults,Other_Faults
0,6,0,1477,0.22838311396938263,0.017356614414368966,0.17161933972142504,0.3966084204901362,0.05275269143234744,0.03100337935992565,0.10227644061241399,Other_Faults,Other_Faults
0,6,0,1904,0.26651451826896644,0.01981720099474156,0.10831507622132999,0.4172866689703189,0.04729185188487827,0.04224446071734168,0.09853022294242324,Other_Faults,Other_Faults
0,6,0,1558,0.1858384292825474,0.034320854378633074,0.14567099673561748,0.43399724496356734,0.0547014134728838,0.0659765265342398,0.07949453463251108,Other_Faults,Other_Faults
0,6,0,1684,0.13681909985329524,0.0341067809682716,0.1768737214405135,0.38021675207660377,0.10156219050388379,0.013874715648938041,0.15654673950849393,Other_Faults,Other_Faults
0,6,0,1361,0.23901753049957492,0.025129597804214074,0.1763863784364133,0.36488821741432714,0.07159856210820331,0.015858697733158962,0.1071210160041081,Other_Faults,Other_Faults
0,6,0,1435,0.29225983474844863,0.016540475981847377,0.09930245145389041,0.3303804294958351,0.06305086196018346,0.11122580558489621,0.08724014077489892,Other_Faults,Other_Faults
0,6,0,1531,0.2291679873476857,0.023783749374982347,0.10387310235244325,0.37097238899041524,0.12933935405499858,0.02006548750595201,0.122797930373523,Other_Faults,Other_Faults
0,6,0,1850,0.20563519068566108,0.05268531063701975,0.09065552738207526,0.38212602672774,0.13072577466186178,0.023788570810651152,0.11438359909499103,Other_Faults,Other_Faults
0,6,0,1428,0.27389152403923384,0.01900709359895613,0.10512835296586229,0.3843875662304594,0.06799079063094919,0.02754151797719141,0.12205315455734747,Other_Faults,Other_Faults
0,6,0,1871,0.3274272993870824,0.01647632373340068,0.1028637067348336,0.34018374947964425,0.06860433391525561,0.05486445026708259,0.08958013648270097,Other_Faults,Other_Faults
0,6,0,1592,0.11517563495488314,0.024790710665487686,0.39905040936850406,0.2725100449643878,0.07494955184470081,0.01210038582031736,0.10142326238171918,Other_Faults,K_Scratch
0,6,0,1487,0.18926511938197002,0.03033584306461815,0.1382595566250726,0.3898140350800888,0.0968885454139384,0.015380584079825009,0.140056316354487,Other_Faults,Other_Faults
0,6,0,1931,0.21493146723683199,0.018715194327707196,0.17631552401685,0.4549682031956902,0.03745199305076671,0.024727799124681357,0.07288981904747273,Other_Faults,Other_Faults
0,6,0,1659,0.2562151660073213,0.051735705167803195,0.08692899087037041,0.3579972715045042,0.11678489048137938,0.04294695805110564,0.08739101791751613,Other_Faults,Other_Faults
0,6,0,1333,0.20509466721746855,0.044716812971942285,0.09578849694162032,0.3839911307589424,0.13134581449005484,0.020948293613025012,0.11811478400694651,Other_Faults,Other_Faults
0,6,0,1589,0.23431942467584108,0.029353020276227427,0.1361770259567897,0.39698708134664584,0.075243199165335,0.02163127148893013,0.10628897709023065,Other_Faults,Other_Faults
0,6,0,1643,0.28466311788959614,0.018653784166972075,0.12630388259314138,0.3484850726052372,0.09108258078491918,0.05471663205150679,0.07609492990862753,Other_Faults,Other_Faults
0,6,0,1689,0.17910523500806805,0.030860254331873015,0.16933892335845876,0.40234635623777726,0.04365731491465527,0.05445210186713686,0.12023981428203076,Other_Faults,Other_Faults
0,6,0,1696,0.1497166492905218,0.07162525106367944,0.1026815204230296,0.370821665375159,0.1642446735294017,0.018053749236676263,0.12285649108153221,Other_Faults,Other_Faults
0,6,0,1665,0.2706526126037882,0.017172590706657886,0.11847741788647514,0.3733740194074553,0.05441351941848774,0.06745880982506218,0.09845103015207356,Other_Faults,Other_Faults
0,6,0,1825,0.17481888148428923,0.06334364302832411,0.12145913094411295,0.3769537187936657,0.12246889872634763,0.034142228855119215,0.10681349816814129,Other_Faults,Other_Faults
0,6,0,1715,0.2348053510419613,0.016486590354150704,0.1661239210468323,0.38979131780505133,0.05266173534640824,0.041851974391556135,0.09827911001404006,Other_Faults,Other_Faults
0,6,0,1748,0.14693026144746818,0.03461551264013384,0.17801130450126032,0.39776951983051717,0.09186964831993215,0.014780936062453131,0.13602281719823509,Other_Faults,Other_Faults
0,6,0,1697,0.2147575810096643,0.0522205048348566,0.08940913674399459,0.3693649967616345,0.1378338182361093,0.025072086232573256,0.11134187618116753,Other_Faults,Other_Faults
0,6,0,1757,0.2524112269918314,0.021365275080352002,0.1205664006550434,0.36952783449797877,0.07540530857022607,0.0323556323793035,0.12836832182526486,Other_Faults,Other_Faults
0,6,0,1915,0.223467738359326,0.02244706799615369,0.1031417124955467,0.43345214672313387,0.03989926800585218,0.07332194957231829,0.10427011684766914,Other_Faults,Other_Faults
0,6,0,1359,0.1405573029166709,0.019110915241461822,0.21050038204119417,0.5132584524105545,0.036525002082488905,0.02824415526862897,0.05180379003900083,Other_Faults,Other_Faults
0,6,0,1427,0.2879840728967037,0.019361097008123676,0.10199332971149197,0.3592827746405895,0.050969377155449525,0.07560770169618243,0.10480164689145935,Other_Faults,Other_Faults
0,6,0,1807,0.22534212947032162,0.020549414105117778,0.1087372440580291,0.3931137840632985,0.0536976681572476,0.09539556886259046,0.10316419128339498,Other_Faults,Other_Faults
0,6,0,1512,0.23995257870559178,0.02744882962714384,0.10488400516689847,0.3668527504921444,0.09902557297814968,0.026868107919598178,0.13496815511047353,Other_Faults,Other_Faults
0,6,0,1446,0.3055401660719724,0.016769699764850807,0.10664633442748203,0.364300966942421,0.08825667821811718,0.023109189900940033,0.09537696467421668,Other_Faults,Other_Faults
0,6,0,1641,0.3553976271653952,0.019534449779841586,0.10609031818720713,0.3371281678089643,0.06300032290857505,0.047664881964170375,0.07118423218584645,Other_Faults,Bumps
0,6,0,1849,0.1905652803386303,0.060046215679160124,0.11204543751469345,0.37621944114180267,0.14159224674671775,0.025031251193831587,0.09450012738516422,Other_Faults,Other_Faults
0,6,0,1719,0.22148876858868705,0.026901779733393222,0.10494913480104985,0.3581336484210448,0.15554007042377666,0.019492523586879185,0.11349407444516933,Other_Faults,Other_Faults
0,6,0,1784,0.2052279705338356,0.016192888803935747,0.20020056864859534,0.38791956875492944,0.054603969629700766,0.02099237264164872,0.11486266098735416,Other_Faults,Other_Faults
0,6,0,1650,0.2665623340190501,0.026600122301255656,0.0931817275981332,0.3574403937369842,0.11742422172286787,0.03542486997080488,0.10336633065090405,Other_Faults,Other_Faults
0,6,0,1824,0.21545700703815038,0.02447075692387661,0.09441703133280008,0.3864219902620299,0.11421375705071038,0.019343013353686853,0.14567644403874572,Other_Faults,Other_Faults
0,6,0,1908,0.23471001282348034,0.019322942353096714,0.1249869515726372,0.3786909346094876,0.04360659862364919,0.05821816100595463,0.1404643990116943,Other_Faults,Other_Faults
0,6,0,1889,0.1968825996452577,0.02458683834766306,0.1429738914141693,0.40532741260813815,0.041146373736818835,0.12639720454613662,0.06268567970181621,Other_Faults,Other_Faults
0,6,0,1271,0.1422213502844993,0.05067872492908739,0.14204638432433014,0.3742648497726182,0.13057639860688627,0.01394907641659806,0.14626321566598055,Other_Faults,Other_Faults
0,6,0,1385,0.16930086752559007,0.025663821614008025,0.17147962872431066,0.48189529905870215,0.040633205865214884,0.04184718975137402,0.06917998746080041,Other_Faults,Other_Faults
0,6,0,1314,0.22416143286581125,0.04009822077546648,0.09467995528157064,0.35802281045649165,0.15304577457070173,0.023549460187218162,0.10644234586273997,Other_Faults,Other_Faults
0,6,0,1547,0.20379786407025902,0.023508681246753906,0.10957939792971913,0.3781483558499702,0.09567925343587953,0.024802631276350472,0.16448381619106747,Other_Faults,Other_Faults
0,6,0,1405,0.30579355112467327,0.02129502914991277,0.11044392466584994,0.34469913647197253,0.09883956484379958,0.04226955918373258,0.07665923456005967,Other_Faults,Other_Faults
0,6,0,1636,0.32191928249720897,0.03318554187791317,0.09293921978423693,0.35028291723916366,0.09284271581259271,0.029311861604458245,0.07951846118442654,Other_Faults,Other_Faults
0,6,0,1616,0.17736025847223927,0.02838116601418662,0.12531744297819528,0.48853450876020554,0.037415678113287804,0.060600784806013754,0.08239016085587178,Other_Faults,Other_Faults
0,6,0,1511,0.12799616914775824,0.04125434877289124,0.16114917981572557,0.3828204027519563,0.10289400354503479,0.013621918258459492,0.17026397770817428,Other_Faults,Other_Faults
0,6,0,1360,0.18006720466782813,0.02868314454945512,0.11004962970038934,0.4619399633607131,0.04140585309755801,0.09730899309524453,0.08054521152881175,Other_Faults,Other_Faults
0,6,0,1867,0.14080059893687039,0.02699560967341062,0.13530285280590296,0.5091710244209381,0.044569457839231816,0.072547255844441,0.07061320047920505,Other_Faults,Other_Faults
0,6,0,1925,0.21040980630734704,0.02380433596220196,0.13782598733579854,0.3894739361757638,0.07898578092253077,0.017274934467621114,0.1422252188287365,Other_Faults,Other_Faults
0,6,0,1753,0.17614710983158385,0.03229174121095818,0.14323188531383277,0.38809069456504197,0.10042654053399946,0.015292898409451767,0.144519130135132,Other_Faults,Other_Faults
0,6,0,1549,0.2510345192880385,0.029269236270780142,0.09117412258144228,0.3556874769624504,0.13475829957696867,0.027464450581824573,0.11061189473849548,Other_Faults,Other_Faults
0,6,0,1891,0.15431177480578903,0.014958312686017114,0.376060930828001,0.3260536836909318,0.03452464753025894,0.018186645491602912,0.07590400496739907,Other_Faults,K_Scratch
0,6,0,1458,0.319326046171472,0.018311233189312392,0.10306946370928388,0.3570634879883021,0.08349582168126438,0.025212516848372044,0.09352143041199323,Other_Faults,Other_Faults
0,6,0,1813,0.25297298930786494,0.052696349276339156,0.0911718673357138,0.3563451450536232,0.11323028784794427,0.04229450717635218,0.09128885400216259,Other_Faults,Other_Faults
0,6,0,1373,0.28867036430587084,0.018038338852348422,0.10351961040581369,0.360700339900871,0.053510140971881226,0.08577555657627256,0.08978564898694243,Other_Faults,Other_Faults
0,6,0,863,0.2827965806665303,0.05669666764351389,0.08853579036916479,0.334525768575387,0.10872850188072332,0.03756135864302221,0.09115533222165878,Dirtiness,Other_Faults
0,6,0,821,0.19036947932960316,0.07500005221597865,0.08562973536114249,0.35308250448093775,0.16049181936623932,0.021060397051217376,0.11436601219488134,Dirtiness,Other_Faults
0,6,0,846,0.15616958270152964,0.11567208431214959,0.11726736573141919,0.3677961751983107,0.12221824586650644,0.01724679867068053,0.10362974751940386,Dirtiness,Other_Faults
0,6,0,823,0.17141593216769122,0.08714630648356891,0.0884465691557283,0.35847193296798,0.14017486543835342,0.044234006302652826,0.11011038748402541,Dirtiness,Other_Faults
0,6,0,825,0.20684806853621143,0.06449580115116987,0.09269074326419816,0.3503508387000758,0.13563123965883703,0.03996155342633896,0.11002175526316896,Dirtiness,Other_Faults
0,6,0,857,0.20627727623168762,0.1104915161342328,0.08339963951215107,0.3330568798417232,0.14207473870413842,0.03940064625578138,0.08529930332028549,Dirtiness,Other_Faults
0,6,0,396,0.10302695211010687,0.010624345005267067,0.5841229489696509,0.20891473116900613,0.028360687746134105,0.01385338235882686,0.051096952641007984,K_Scratch,K_Scratch
0,6,0,718,0.11213298476579685,0.012635545902281992,0.538081510527614,0.23067482731891925,0.03300983763217409,0.018634561341602175,0.05483073251161163,K_Scratch,K_Scratch
0,6,0,556,0.10690191243968929,0.015053664705997236,0.5341054840926285,0.23227286530020966,0.03691352978587293,0.020353682960702935,0.05439886071489954,K_Scratch,K_Scratch
0,6,0,717,0.11460722467564231,0.013078476216595246,0.512835842115189,0.24237806017726357,0.035019104121840394,0.019716866511053994,0.062364426182415444,K_Scratch,K_Scratch
0,6,0,531,0.11665311587495203,0.012123957673813872,0.5127089433131442,0.24216726469360578,0.03378991052675979,0.020196695009618817,0.06236011290810547,K_Scratch,K_Scratch
0,6,0,427,0.1017857047312306,0.010967636659314571,0.607371730258664,0.18411769134566494,0.029160939413082478,0.014322823850941404,0.05227347374110202,K_Scratch,K_Scratch
0,6,0,552,0.1108900753220866,0.013772400278511588,0.5347753457145806,0.2261101681017573,0.03634274938411712,0.019116923104149634,0.0589923380947971,K_Scratch,K_Scratch
0,6,0,698,0.09896964378538169,0.012485422161032744,0.5814070939922608,0.20570102030026705,0.03319101346610394,0.017044729384426523,0.05120107691052746,K_Scratch,K_Scratch
0,6,0,646,0.0970864196938773,0.012441369297596623,0.5909095131482348,0.2011010056559526,0.031296740338350636,0.017044729384426523,0.05012022248156158,K_Scratch,K_Scratch
0,6,0,636,0.0979671466187936,0.012502344907352718,0.5847822231623563,0.20518688005120475,0.031601618387131124,0.017044729384426523,0.050915057488735184,K_Scratch,K_Scratch
0,6,0,540,0.11152071933038796,0.013230150208693869,0.5167992025262685,0.23940574854758434,0.03675623446188773,0.018095604088543965,0.06419234083663367,K_Scratch,K_Scratch
0,6,0,516,0.12191830835885692,0.013006258179873808,0.510732320904944,0.22701936397321862,0.03946290003432919,0.01294707643899642,0.07491377210978077,K_Scratch,K_Scratch
0,6,0,652,0.09860051944294204,0.013759011958659122,0.5743936902007821,0.20798466838604515,0.0368270458876125,0.016035945421178092,0.05239911870278111,K_Scratch,K_Scratch
0,6,0,738,0.27017501521413095,0.017804318129664442,0.12351189080448516,0.4031628158972135,0.05299644345343015,0.04157177584020509,0.09077774066087084,K_Scratch,Other_Faults
0,6,0,473,0.11276148883097444,0.0126976290036744,0.5584835575110079,0.19907843490533417,0.03921187076983603,0.012622719033855659,0.06514429994531737,K_Scratch,K_Scratch
0,6,0,680,0.09933420511570486,0.013483022575506612,0.5732529345462323,0.20951345371306893,0.03583171643559103,0.017011273683939655,0.05157339392995678,K_Scratch,K_Scratch
0,6,0,476,0.11488826361859399,0.012255640053398154,0.5555721942952119,0.2005050162442613,0.03910137353226697,0.012622719033855659,0.06505479322241196,K_Scratch,K_Scratch
0,6,0,414,0.11079713887634934,0.012421593871930361,0.5664357957794419,0.19696500486656884,0.03819555960296025,0.01223376043912542,0.06295114656362376,K_Scratch,K_Scratch
0,6,0,667,0.10358978183634951,0.012819060876964303,0.5588159952446896,0.21875940303810176,0.03364946022414906,0.016946920969523195,0.055419377810222575,K_Scratch,K_Scratch
0,6,0,728,0.12114296637758311,0.014409947091056696,0.45279883142000393,0.27852991351326334,0.03997681928847916,0.02102382218555775,0.07211770012405595,K_Scratch,K_Scratch
0,6,0,574,0.10522495939725106,0.01267127874441886,0.561708748642653,0.2132292211105266,0.03490892149094205,0.018634561341602175,0.05362230927260627,K_Scratch,K_Scratch
0,6,0,471,0.11053825137136322,0.0126976290036744,0.5603715944833051,0.2008769676666033,0.03916260968609219,0.012622719033855659,0.06373022875510602,K_Scratch,K_Scratch
0,6,0,421,0.2013478341130077,0.019935713068130464,0.21476083907647728,0.3599270217281921,0.07071685795085371,0.01490295667429926,0.1184087773890393,K_Scratch,Other_Faults
0,6,0,355,0.1527144474219294,0.060009299100778846,0.14791262656128729,0.39420509642375956,0.11616698828171514,0.015990574342036393,0.11300096786849341,K_Scratch,Other_Faults
0,6,0,448,0.1839693402968571,0.021200640629201895,0.27188771865173467,0.33336096960453376,0.06230434691393756,0.014488099302549908,0.11278888460118497,K_Scratch,Other_Faults
0,6,0,681,0.09784962170420902,0.012778334290505228,0.5805206330735264,0.2084435524111637,0.032596947839152596,0.016069401121664953,0.05174150955977806,K_Scratch,K_Scratch
0,6,0,547,0.11178933090521316,0.01314605619249008,0.5330451141182201,0.22797501508273332,0.03607608271745046,0.018664234932106626,0.059304166051786344,K_Scratch,K_Scratch
0,6,0,491,0.11223906730329855,0.010679612927493023,0.5510883623183183,0.2321974562036275,0.026640847967923785,0.015471123447647419,0.05168352983169139,K_Scratch,K_Scratch
0,6,0,619,0.09652783727658171,0.012778334290505228,0.5762244166833952,0.212242303456558,0.032596947839152596,0.016069401121664953,0.053560759332142355,K_Scratch,K_Scratch
0,6,0,583,0.10938454537880718,0.014553652591232917,0.5261008481975873,0.23445861559316428,0.038525761361318626,0.0217749951002028,0.05520158177768695,K_Scratch,K_Scratch
0,6,0,557,0.1103414464882885,0.01314605619249008,0.5403027843990931,0.22434904187428198,0.03607608271745046,0.018664234932106626,0.05712035339628936,K_Scratch,K_Scratch
0,6,0,410,0.10699172015713752,0.012421593871930361,0.5764067541314347,0.1915589293329071,0.0381462985192164,0.01223376043912542,0.062240943548248336,K_Scratch,K_Scratch
0,6,0,418,0.11917582287299855,0.013952398181260912,0.4601042424180808,0.30395917268440314,0.0321518078246729,0.017761514489606164,0.05289504152897762,K_Scratch,K_Scratch
0,6,0,597,0.09983120091150256,0.012307907368133338,0.5783495442323633,0.2074548696566143,0.03382710814066015,0.017044729384426523,0.05118464030629997,K_Scratch,K_Scratch
0,6,0,367,0.2896706020767978,0.01862078660094576,0.17100224719591972,0.34696142246500267,0.0719352742994204,0.0360025186994108,0.06580714866250285,K_Scratch,Other_Faults
0,6,0,415,0.11545972836761596,0.013319829190699559,0.5467118467357386,0.2033204940497214,0.041203746382826825,0.012166805326582956,0.06781754994681465,K_Scratch,K_Scratch
0,6,0,497,0.11618159924753484,0.013097167270782896,0.5328497306063389,0.21052158890686773,0.04009926367069282,0.01294707643899642,0.07430357385878632,K_Scratch,K_Scratch
0,6,0,568,0.105566431455598,0.014139431610660896,0.5486942082952599,0.2178724677035654,0.03941769342076661,0.019687192920549542,0.054622574593599704,K_Scratch,K_Scratch
0,6,0,606,0.09723543930172042,0.012441369297596623,0.5897217623502413,0.20219856037551484,0.031296740338350636,0.017044729384426523,0.05006139895214981,K_Scratch,K_Scratch
0,6,0,42,0.2320934134232214,0.0243797324306462,0.09786448816000476,0.34705286112597555,0.16453206756440017,0.018980699209162212,0.11509673808658974,Pastry,Other_Faults
0,6,0,80,0.15345663950577582,0.08729670523722334,0.11982320529589088,0.3938823593861968,0.10069834158595153,0.018487841573215695,0.12635490741574582,Pastry,Other_Faults
0,6,0,4,0.13404208246270174,0.05110313106850897,0.1365007117423767,0.37262999469545943,0.1617614082928942,0.014392005810395857,0.12957066592766286,Pastry,Other_Faults
0,6,0,154,0.16547076621335421,0.05838793455887203,0.09852270931664558,0.37126083172942503,0.1725168515058383,0.015413285268955102,0.1184276214069095,Pastry,Other_Faults
0,6,0,81,0.2796439917849969,0.044257225444330965,0.08387421651016613,0.3445057842619704,0.1438209988527836,0.029891733592367818,0.0740060495533844,Pastry,Other_Faults
0,6,0,66,0.2621513953551206,0.04513090446544019,0.0843797456314935,0.34959066593044424,0.15298234364973493,0.02996268235193982,0.07580226261582695,Pastry,Other_Faults
0,6,0,53,0.2191137418783172,0.0283213235763691,0.10294303540300347,0.3665999692635318,0.1391829595365319,0.01996598849262557,0.12387298184962083,Pastry,Other_Faults
0,6,0,70,0.28044296057845747,0.019477546230089845,0.11224336575775419,0.3624303808267716,0.08778809532372905,0.023649549094066417,0.11396810218913149,Pastry,Other_Faults
0,6,0,60,0.30472100743978536,0.033748306318408174,0.09686367274323943,0.33939500650043963,0.10008666708670994,0.04425857785076381,0.0809267620606538,Pastry,Other_Faults
0,6,0,98,0.25556216857253466,0.03562068155040463,0.08514850469535316,0.35939340107069,0.15421764477911562,0.030003134727311392,0.08005446460459059,Pastry,Other_Faults
0,6,0,9,0.14270098904318157,0.058618714477836405,0.12965219262654895,0.3734751547274947,0.1550067719923886,0.014832303384789459,0.12571387374776027,Pastry,Other_Faults
0,6,0,110,0.205428263013972,0.03803585515369278,0.09732178183719208,0.3425742530346713,0.17522781695700002,0.019127409077973757,0.12228462092549812,Pastry,Other_Faults
0,6,0,153,0.21219092040310053,0.04104052039783098,0.09071957424383732,0.35145760833642625,0.18067133214565603,0.018291322788335583,0.10562872168481335,Pastry,Other_Faults
0,6,0,18,0.2198191526189351,0.03738532848608025,0.10559050153269972,0.3750609805277999,0.1456749255176656,0.029228968734938753,0.08724014258188063,Pastry,Other_Faults
0,6,0,6,0.13964637909476882,0.051452278103653055,0.15823661816141463,0.38597310333485857,0.1412734203802216,0.01481613240628019,0.10860206851880318,Pastry,Other_Faults
0,6,0,150,0.20285994676759744,0.05052982034956039,0.08653118564168658,0.3623044889460283,0.16492169079644925,0.022245417339078206,0.11060745015959991,Pastry,Other_Faults
0,6,0,305,0.15042334924417294,0.051678112081007886,0.12081214515029991,0.3772930906678011,0.14994022398386112,0.014292618243667076,0.13556046062918986,Z_Scratch,Other_Faults
0,6,0,226,0.20547909319503888,0.054790332351622124,0.08576918319789523,0.3607408242345507,0.1233629385164152,0.03505274051674315,0.13480488798773482,Z_Scratch,Other_Faults
0,6,0,208,0.1785536772759551,0.03544963870056156,0.13628324459486238,0.3906979141577991,0.10240322556770216,0.014444194701821867,0.1421681050012978,Z_Scratch,Other_Faults
0,6,0,284,0.16929204250487812,0.033756997795099636,0.14526287260823026,0.4332642422577379,0.04042555273291944,0.08336978003732032,0.09462851206381429,Z_Scratch,Other_Faults
0,6,0,240,0.2942674055810122,0.023461915611028884,0.10667431440911933,0.35666761188471974,0.08801854108749538,0.04651448592678898,0.0843957254998357,Z_Scratch,Other_Faults
0,6,0,250,0.23018646562755257,0.019128724426164784,0.12181356936676332,0.3816742020296454,0.04874482603360918,0.07029859244562636,0.12815362007063832,Z_Scratch,Other_Faults
0,6,0,204,0.16667442669293345,0.030025979185875903,0.13210958670034048,0.3904506471524034,0.10356022493594289,0.015150977012071853,0.16202815832043188,Z_Scratch,Other_Faults
0,6,0,280,0.23119217471537643,0.0240429772769835,0.12591371523015707,0.3793780513836248,0.046792066447626735,0.0624356317530754,0.1302453831931563,Z_Scratch,Other_Faults
0,6,0,276,0.19197783846662342,0.01518611966650175,0.2891944381884802,0.3469466256468346,0.03999606059592814,0.01883878749541583,0.09786012994021584,Z_Scratch,Other_Faults
0,6,0,185,0.22036796397671224,0.023461866531685235,0.13731461032975598,0.3943807886892424,0.08809805431175224,0.018215629923163442,0.11816108623768824,Z_Scratch,Other_Faults
0,6,0,309,0.15863328032503018,0.035460332596414554,0.14314403699101413,0.38628673243889156,0.10434872920675829,0.015015996235148977,0.15711089220674226,Z_Scratch,Other_Faults
0,6,0,290,0.2336897269587675,0.02180322017976195,0.11890790072018839,0.36884706988783783,0.08140175440200524,0.01999856086021043,0.15535176699122857,Z_Scratch,Other_Faults
0,6,0,282,0.20906286199207547,0.03517773703649882,0.09838419665469252,0.3665527130168773,0.09720294169230344,0.03025859430064684,0.16336095530690545,Z_Scratch,Other_Faults
0,6,0,248,0.2572868706412106,0.019275872313841723,0.11381337670744443,0.3669757618070386,0.05890586194206072,0.054849867176904904,0.1288923894114989,Z_Scratch,Other_Faults
0,6,0,334,0.16699664955772217,0.016469413863895603,0.3241887494375544,0.3483542578378611,0.038295057346862615,0.017432273882880045,0.08826359807322393,Z_Scratch,Other_Faults
0,6,0,242,0.23636020804095953,0.021172165414482334,0.11839815817503752,0.38468536781042545,0.043198631752409726,0.054899261379294594,0.14128620742739076,Z_Scratch,Other_Faults
0,6,0,295,0.20176512009510816,0.03248093929259106,0.14610384280405841,0.39480308864998553,0.04642866217917381,0.0341431683620347,0.14427517861704817,Z_Scratch,Other_Faults
0,6,0,299,0.2662841417844036,0.02274285806120775,0.10346031145712263,0.35688741797593204,0.09161548472449667,0.032925843247549075,0.1260839427492884,Z_Scratch,Other_Faults
0,6,0,322,0.20513676859263427,0.020431108784164986,0.13844689866065651,0.39504223483444956,0.04106958328673575,0.04501956450171571,0.1548538413396431,Z_Scratch,Other_Faults
0,6,0,765,0.20029739638267013,0.01627564067753786,0.09669620183604374,0.31444301999623137,0.054578011114429933,0.24690040869731342,0.0708093212957735,Stains,Other_Faults
0,6,0,774,0.20866078298715782,0.01822108633280986,0.11630490469622662,0.31491186024618584,0.05323310059003314,0.22258615891457673,0.06608210623301003,Stains,Other_Faults
0,6,0,747,0.23740014623504474,0.017732183849516824,0.09379757171210647,0.2963849340809795,0.05608068640150618,0.24455920035664802,0.05404527736419833,Stains,Other_Faults
0,6,0,801,0.2205741723664144,0.018741307466653912,0.10174332906957799,0.29099367170590107,0.05115738280466479,0.26006242501073806,0.056727711576049646,Stains,Other_Faults
0,6,0,739,0.195486709332204,0.030494527353663016,0.13521066111814953,0.43817827271049054,0.041710395745286497,0.06824883384725407,0.0906705998929525,Stains,Other_Faults
0,6,0,792,0.23173554090988346,0.027499081981286887,0.09803671548457071,0.3167582406307047,0.053498718581745514,0.19592737049443254,0.07654433191737611,Stains,Other_Faults
0,6,0,770,0.20472751942770098,0.023059988800242844,0.11470279132966885,0.3821471221957132,0.05338310639168332,0.12914813249093396,0.09283133936405685,Stains,Other_Faults
0,7,0,907,0.25836184294422626,0.026560508968960884,0.13050518606247238,0.39474553796268647,0.06961190906764832,0.019041306679583432,0.10117370831442223,Bumps,Other_Faults
0,7,0,1205,0.27203352925613966,0.012957433901997833,0.13084276630810907,0.38589243622524255,0.04018900869526228,0.03735417464350458,0.1207306509697442,Bumps,Other_Faults
0,7,0,1074,0.31171008939203665,0.01921096505843599,0.09616103868629447,0.3527363110907698,0.062066366548272904,0.07621055382129956,0.08190467540289069,Bumps,Other_Faults
0,7,0,939,0.2817030719861138,0.02401314881697953,0.08187138663881596,0.35978164144761104,0.11392009837882401,0.025468393343307257,0.11324225938834871,Bumps,Other_Faults
0,7,0,1173,0.3378444769951928,0.016282499122719712,0.09387440578813715,0.36387111229986474,0.06322887470813768,0.04272065593996671,0.08217797514598119,Bumps,Other_Faults
0,7,0,1247,0.3315912618649735,0.029191620649987225,0.08440443800876173,0.35913304294580584,0.07951847395149762,0.0344374664432656,0.08172369613570851,Bumps,Other_Faults
0,7,0,1092,0.3506853604158147,0.020715865461668016,0.08777531165716372,0.35448338307878663,0.06392409406113474,0.04578076269130462,0.07663522263412775,Bumps,Other_Faults
0,7,0,932,0.31236747048101254,0.02194050626071582,0.10576473079922227,0.3582228020828064,0.08536842142101704,0.040526290916953214,0.0758097780382727,Bumps,Other_Faults
0,7,0,1153,0.15928119405910143,0.021976255835125608,0.2859743486359107,0.3418151839251628,0.055034231715973936,0.012803917696861686,0.12311486813186347,Bumps,Other_Faults
0,7,0,1087,0.32797564434274834,0.018321008568907463,0.08883487175741508,0.3564101917911493,0.08362073466309411,0.04006557368563968,0.08477197519104586,Bumps,Other_Faults
0,7,0,1229,0.26532576531497976,0.014097019588734983,0.13730352537685278,0.3918471764273705,0.03785825611210416,0.037572765182598174,0.11599549199735983,Bumps,Other_Faults
0,7,0,1254,0.2038344665646773,0.0357253991004376,0.08258277117040182,0.36053573626487456,0.15635295526276502,0.02130550561596426,0.1396631660208795,Bumps,Other_Faults
0,7,0,1218,0.29041739786423465,0.01486444587203748,0.10701381530665514,0.3771210211205897,0.040355959398451935,0.04206908548921212,0.1281582749488191,Bumps,Other_Faults
0,7,0,980,0.3099303684522082,0.03668996881427389,0.07979377155410564,0.3492834401725283,0.11032918180810865,0.029075772516321527,0.0848974966824538,Bumps,Other_Faults
0,7,0,1263,0.20963118516260823,0.028775162562321554,0.1270359980646121,0.38388030393718614,0.1092927892398224,0.01502223281858072,0.12636232821486876,Bumps,Other_Faults
0,7,0,1259,0.2971488876597117,0.021435077149622526,0.10152907477903698,0.3804861450812822,0.08189145491908333,0.024873775817420535,0.0926355845938428,Bumps,Other_Faults
0,7,0,1001,0.339672499488005,0.02034578391109544,0.0763459830482614,0.352236351432163,0.06723313443334056,0.07613529408323884,0.0680309536038957,Bumps,Other_Faults
0,7,0,1134,0.15582718676384966,0.06667816034259243,0.29000665468482706,0.32291791956625526,0.05583360495445854,0.016514977085458914,0.09222149660255788,Bumps,Other_Faults
0,7,0,869,0.1819077921251087,0.03692325828834042,0.13480946153826348,0.36498388275025945,0.14823783727107642,0.017353217353439896,0.11578455067351161,Bumps,Other_Faults
0,7,0,1072,0.32235653615872417,0.02144795260528298,0.08877384960522837,0.36054852597524495,0.047934642438784925,0.06124545448167743,0.09769303873505741,Bumps,Other_Faults
0,7,0,884,0.3056587572688983,0.026039643724622193,0.08400472932868278,0.35721855241565914,0.1113662149802987,0.022289146830337846,0.0934229554515013,Bumps,Other_Faults
0,7,0,1138,0.15702581369961183,0.0459606822625315,0.12132653141685838,0.3718374569178533,0.16091896858652974,0.014690584660085342,0.1282399624565298,Bumps,Other_Faults
0,7,0,1023,0.32099470551323833,0.03237546241556263,0.08144313887174523,0.3504254705401885,0.10180690120455886,0.03178687109630618,0.08116745035840023,Bumps,Other_Faults
0,7,0,1210,0.24349379038862665,0.02040412265571723,0.14095081843448423,0.3618855050754716,0.04462960774732528,0.049388549179375636,0.13924760651899934,Bumps,Other_Faults
0,7,0,1149,0.21002777546446924,0.018749186091449863,0.17069029993316673,0.3722072135133548,0.0559067893792119,0.037715358476991694,0.13470337714135572,Bumps,Other_Faults
0,7,0,1058,0.2939596933565093,0.018173526329150272,0.09651260864783198,0.3553085746172767,0.05562759584563499,0.1066143573041165,0.07380364389948053,Bumps,Other_Faults
0,7,0,1083,0.18546828647483213,0.027530581788501807,0.18212062911250712,0.3656482169478754,0.09740678232892516,0.014231022988770447,0.127594480358588,Bumps,Other_Faults
0,7,0,872,0.33994604304377424,0.024687044279050125,0.09717468006352398,0.360275286387933,0.07590878151398954,0.0413611593729267,0.060647005338802254,Bumps,Other_Faults
0,7,0,1142,0.20324232664483266,0.0157424616637149,0.21048846912033725,0.4119148271998195,0.03640203905212635,0.025176581988141787,0.09703329433102761,Bumps,Other_Faults
0,7,0,1104,0.18864080372086195,0.028922366950700214,0.11769739354043939,0.42327695345916744,0.09253216940177739,0.014648576314719775,0.13428173661233367,Bumps,Other_Faults
0,7,0,992,0.2683327653570789,0.02341712490985031,0.10531398922495563,0.39117491290982703,0.04945707591187161,0.08258673808766068,0.07971739359875613,Bumps,Other_Faults
0,7,0,1209,0.29507053025499236,0.015540368916512027,0.09626973840613028,0.3829744623590819,0.044499721415506226,0.043490524458330564,0.12215465418944678,Bumps,Other_Faults
0,7,0,1211,0.2434094339794198,0.02073637257284776,0.09586601844283432,0.38697614218739057,0.08011866540161755,0.020347702544606577,0.1525456648712833,Bumps,Other_Faults
0,7,0,957,0.30622473917911974,0.019211119862894536,0.10771387708359768,0.3650077895854507,0.05125403029418684,0.08338795576274459,0.067200488232006,Bumps,Other_Faults
0,7,0,1194,0.312190751621643,0.030389575058989787,0.0876060812944615,0.35339291186679245,0.08540796115449473,0.0510538816273224,0.07995883737629614,Bumps,Other_Faults
0,7,0,1059,0.3244725436727792,0.01886516955137595,0.09529735510776856,0.37221141124578955,0.059550145829301265,0.04531912435265269,0.08428425024033297,Bumps,Other_Faults
0,7,0,1111,0.17630974316786335,0.03282223675926174,0.2009537946098044,0.40840257191056417,0.033421485759996476,0.03696913916916105,0.11112102862334865,Bumps,Other_Faults
0,7,0,1201,0.23338946381939185,0.029218857658102188,0.12682676239918572,0.40574549533811644,0.03929563981593713,0.05059633857047673,0.11492744239879019,Bumps,Other_Faults
0,7,0,969,0.13848587169682886,0.017128423183424564,0.36716828187287276,0.3564715510649915,0.03437572095620334,0.018397940212175362,0.06797221101350344,Bumps,K_Scratch
0,7,0,1126,0.2794018170592162,0.02760413486651406,0.0906156868658855,0.39451717483035353,0.08178935775677214,0.019743981716874522,0.10632784690438393,Bumps,Other_Faults
0,7,0,1382,0.11932748066572679,0.014061977242223293,0.39094423084564817,0.38729666409025065,0.032950017722186066,0.013644539687223229,0.04177508974674172,Other_Faults,K_Scratch
0,7,0,1312,0.1572131581876439,0.0528025152043007,0.09352816877895336,0.38100877482522444,0.16845406678965705,0.014742196266937407,0.13225111994728322,Other_Faults,Other_Faults
0,7,0,1929,0.2570831588770181,0.014431245624055487,0.13701690132099892,0.37615665434239104,0.05389318429183969,0.03394427111964147,0.1274745844240553,Other_Faults,Other_Faults
0,7,0,1338,0.2060969274735248,0.03413656811336604,0.08670331027383392,0.39231124738664436,0.1442789573275545,0.018433513090984607,0.11803947633409174,Other_Faults,Other_Faults
0,7,0,1543,0.12851120270348845,0.024113001633982126,0.2893385521589841,0.3477029183262136,0.07334405917204269,0.013041723740113422,0.12394854226517554,Other_Faults,Other_Faults
0,7,0,1535,0.12052050676776156,0.033193346463575336,0.2694320232366494,0.34551838654231193,0.08578191050116794,0.012891170587091834,0.13266265590144186,Other_Faults,Other_Faults
0,7,0,1279,0.19742742389534285,0.036811083790420265,0.07219790977418178,0.3705518372065301,0.15318466921175974,0.01754916435602015,0.15227791176574504,Other_Faults,Other_Faults
0,7,0,1526,0.1640284742282726,0.031092393527643286,0.1409082180228094,0.428294834417337,0.09225886474426627,0.013905110420743416,0.12951210463892782,Other_Faults,Other_Faults
0,7,0,1429,0.24773957131962415,0.04049299715134604,0.0784568582113715,0.3719723887813114,0.1441578728675852,0.025876226390001363,0.09130408527876034,Other_Faults,Other_Faults
0,7,0,1866,0.15266923256668533,0.0399695058140446,0.13469526428821074,0.4757286123234665,0.03950254950569086,0.0878595090948484,0.06957532640705338,Other_Faults,Other_Faults
0,7,0,1501,0.15087423123864,0.049981558358137404,0.12410381273727777,0.37137747627360973,0.15071378169027097,0.014673573133450819,0.13827556656861323,Other_Faults,Other_Faults
0,7,0,1520,0.1907778205003942,0.04462295040017029,0.0858515078494013,0.3675551345286766,0.16253204943040095,0.03585591726930813,0.1128046200216485,Other_Faults,Other_Faults
0,7,0,1498,0.15194394593790006,0.0446434905820845,0.14014255553014368,0.3851126259321794,0.10871940098721783,0.014122665944064082,0.1553153150864104,Other_Faults,Other_Faults
0,7,0,1731,0.24349977053515218,0.024506038744527215,0.08661564971722781,0.39871504359740584,0.10044463651621896,0.021113075741449674,0.1251057851480184,Other_Faults,Other_Faults
0,7,0,1663,0.24797805119886143,0.04285189411851374,0.07301594448839684,0.3587676365478653,0.17217880142287922,0.02155177329284312,0.0836558989306404,Other_Faults,Other_Faults
0,7,0,1803,0.2760414632664633,0.019677152794391944,0.08172986457874186,0.3687702425613195,0.04766843351157379,0.07484979455325606,0.13126304873425373,Other_Faults,Other_Faults
0,7,0,1287,0.24534219321928968,0.055246497537346784,0.07826465253776121,0.3534190025651875,0.15343502864254074,0.027115865426098482,0.08717676007177574,Other_Faults,Other_Faults
0,7,0,1770,0.29003006072156284,0.021705716423264354,0.09208575244844563,0.41034322307687776,0.07060720967531496,0.02041600332483308,0.09481203432970131,Other_Faults,Other_Faults
0,7,0,1611,0.271406833537989,0.04002842608989476,0.07924883474360338,0.3583417634738523,0.13407655763919116,0.026518033291421488,0.09037955122404806,Other_Faults,Other_Faults
0,7,0,1760,0.21972549836711588,0.05052667437272266,0.0816946018447608,0.35835134010130526,0.1440077692523278,0.02410995406828032,0.12158416199348718,Other_Faults,Other_Faults
0,7,0,1673,0.1869929376671858,0.08403135600121123,0.08471245004609516,0.3526723730569894,0.189755805357973,0.027493406842074398,0.07434167102847118,Other_Faults,Other_Faults
0,7,0,1397,0.24750910319575115,0.035214443306951455,0.11417411280583128,0.38469144268562144,0.0918961851250957,0.01876868628896476,0.10774602659178406,Other_Faults,Other_Faults
0,7,0,1739,0.2831624039810179,0.021965277395128737,0.0877889788801136,0.3545074409142534,0.0980992892790985,0.022183732978862235,0.13229287657152583,Other_Faults,Other_Faults
0,7,0,1892,0.17947236221765767,0.02395992074775412,0.16774308124798698,0.3965662592863819,0.04107212843446229,0.07172135774237491,0.11946489032338209,Other_Faults,Other_Faults
0,7,0,1702,0.14591290152011088,0.04172891272730823,0.1349285886390428,0.3890482972347186,0.10239724166918976,0.017517099381937754,0.16846695882769164,Other_Faults,Other_Faults
0,7,0,1291,0.1333169152496226,0.06174022695190283,0.14535152845774738,0.35758117022304875,0.14483235171914935,0.015858568116816716,0.14131923928171233,Other_Faults,Other_Faults
0,7,0,1841,0.1622638788649104,0.026624529536382967,0.17869276517440227,0.4907185731642617,0.0338163078514742,0.03953653300376001,0.06834741240480831,Other_Faults,Other_Faults
0,7,0,1761,0.2515961172656047,0.02544994975517394,0.15346126752064496,0.3933987081377225,0.054676644886115386,0.03378460570921435,0.08763270672552423,Other_Faults,Other_Faults
0,7,0,1593,0.223688672787796,0.01693033115125949,0.15605390836268523,0.39083028031893974,0.06250297647594585,0.014945317950513848,0.13504851295285986,Other_Faults,Other_Faults
0,7,0,1365,0.21261904938730308,0.02077614619089349,0.13855137799242387,0.4261437724871257,0.03601516737406017,0.06675154988748337,0.09914293668071045,Other_Faults,Other_Faults
0,7,0,1682,0.26246830194677384,0.026345791371948746,0.08403829248181434,0.37074998188793495,0.08644852500403596,0.026674447906585762,0.1432746594009066,Other_Faults,Other_Faults
0,7,0,1307,0.22740349666123913,0.0380867470437323,0.08589931423307866,0.36765388237869456,0.15456215668001602,0.020692100161529864,0.10570230284170938,Other_Faults,Other_Faults
0,7,0,1919,0.25978999486495724,0.014628693077889998,0.10764780247151201,0.40825881954069443,0.04528849582817525,0.03755526043061547,0.1268309337861556,Other_Faults,Other_Faults
0,7,0,1775,0.23415491253293777,0.023775682312090932,0.12693885240739786,0.39522829387574787,0.04322180398914306,0.05391934543465068,0.12276110944803191,Other_Faults,Other_Faults
0,7,0,1318,0.24737159205775858,0.030529956435072628,0.08868650749095641,0.39601907796504543,0.09552920983628194,0.024364039828089462,0.11749961638679554,Other_Faults,Other_Faults
0,7,0,1743,0.2178508660236016,0.01396394623644246,0.16029873228503363,0.4295007105475785,0.03497294502739097,0.03566439195486854,0.10774840792508446,Other_Faults,Other_Faults
0,7,0,1897,0.19702744682259998,0.013701779024785476,0.22702674200278122,0.38532124663839745,0.037363187854338925,0.018246151096414327,0.12131344656068255,Other_Faults,Other_Faults
0,7,0,1855,0.22154218219614757,0.03065136950962364,0.08095815340803453,0.37268973736985733,0.14829070917560036,0.020937496178620143,0.12493035216211629,Other_Faults,Other_Faults
0,7,0,1577,0.14470558260982874,0.1255749114362517,0.11765468412857935,0.3557827053902377,0.13143550720120142,0.017763380129286552,0.10708322910461449,Other_Faults,Other_Faults
0,7,0,1283,0.2233590266064049,0.0762397200462413,0.07401844659336455,0.3569571852554633,0.15128233674841504,0.022691203127186848,0.0954520816229243,Other_Faults,Other_Faults
0,7,0,1366,0.19871183165139392,0.025430359084303578,0.1579454443384226,0.42617431079621376,0.0363226820310287,0.06335617217269615,0.09205919992594129,Other_Faults,Other_Faults
0,7,0,1414,0.28138051142130327,0.024528989113364538,0.0938761142671069,0.3563695908437755,0.11193029856042164,0.0330229432833208,0.0988915525107076,Other_Faults,Other_Faults
0,7,0,1754,0.22790342873800223,0.01746364829359132,0.11624743606471782,0.3910902390555149,0.03767167254792096,0.06174418606436178,0.1478793892358909,Other_Faults,Other_Faults
0,7,0,1899,0.16138396688225742,0.013874876368912463,0.3307174596708695,0.36049817824260993,0.03395621595554801,0.01892557971771089,0.08064372316209138,Other_Faults,Other_Faults
0,7,0,1320,0.2135514510004013,0.03034827558323415,0.08264978844448781,0.4112184440038581,0.12248285356153923,0.019247868609981657,0.12050131879649774,Other_Faults,Other_Faults
0,7,0,1937,0.1906910030794143,0.017064354016017667,0.23207109307744228,0.38657695434688205,0.04121032236723499,0.024755629271499525,0.10763064384150903,Other_Faults,Other_Faults
0,7,0,1879,0.25429019331830033,0.014519326021982033,0.12525674977322382,0.4074629140652865,0.042369631444515755,0.0364043702286203,0.11969681514807137,Other_Faults,Other_Faults
0,7,0,1647,0.29097312894297156,0.02365155481560914,0.09543076018592425,0.35843625437889637,0.0950262289127068,0.04776009074716389,0.08872198201672803,Other_Faults,Other_Faults
0,7,0,1601,0.14912652033583534,0.048953674104051915,0.1400805655140644,0.3672852345253058,0.13512083318863147,0.015858568116816716,0.14357460421529422,Other_Faults,Other_Faults
0,7,0,1394,0.16986795822513392,0.03552020105100187,0.1491241350241744,0.488304389817966,0.03349202892160171,0.048664755502357666,0.07502653145776421,Other_Faults,Other_Faults
0,7,0,1881,0.20850713240499227,0.02308719136603497,0.164842861115422,0.38808918565002415,0.04017457833354379,0.06056732970198636,0.11473172142799637,Other_Faults,Other_Faults
0,7,0,1585,0.17278145479438106,0.05956755647316803,0.08222328010637303,0.38576479040011596,0.14502847947991454,0.01787893782798432,0.13675550091806307,Other_Faults,Other_Faults
0,7,0,1510,0.24033870504771607,0.013881093306052066,0.1301363634606385,0.38378943695610274,0.039795251701641866,0.03508012481320822,0.15697902471464073,Other_Faults,Other_Faults
0,7,0,1519,0.2356764741450127,0.024405897096195707,0.09984669741958849,0.38490198626336214,0.12005286499351564,0.03033042099196619,0.10478565909035918,Other_Faults,Other_Faults
0,7,0,1309,0.28014488508980884,0.02379268199688893,0.09288684249670032,0.356104565544835,0.0932256754070954,0.03675006795437511,0.11709528151029636,Other_Faults,Other_Faults
0,7,0,1936,0.21364886649589768,0.018402115273667127,0.18346532109233274,0.3963514913667712,0.04473090528934127,0.03297946969824284,0.11042183078374715,Other_Faults,Other_Faults
0,7,0,1858,0.15878873048366748,0.031129153457064067,0.1428926148079423,0.5236940990192699,0.03872708983261204,0.04631450743496924,0.05845380496447472,Other_Faults,Other_Faults
0,7,0,1447,0.2947674887842783,0.013262872797155822,0.1280094603034556,0.36768450382963325,0.05172838669693735,0.04297816181187509,0.10156912577666466,Other_Faults,Other_Faults
0,7,0,1873,0.15236155205624416,0.03395468483782236,0.1292745312872498,0.5110068483969442,0.03747089926320461,0.06829494854193713,0.06763653561659737,Other_Faults,Other_Faults
0,7,0,1920,0.2044710582635211,0.013560339840011431,0.22468097467859466,0.39922162551384127,0.03580026479123384,0.02105173319043985,0.10121400372235767,Other_Faults,Other_Faults
0,7,0,1902,0.19533656425596926,0.0279343118750176,0.13756940266428846,0.4414339089526337,0.04012104755350836,0.0794364249604084,0.07816833973817426,Other_Faults,Other_Faults
0,7,0,1297,0.2364455430553215,0.02876576342006226,0.08728762461589236,0.3747186186856604,0.14107698947069355,0.025733754002707433,0.10597170674966233,Other_Faults,Other_Faults
0,7,0,1938,0.20175556655483107,0.018222666710909215,0.20465956919836326,0.38661443509001003,0.04507493108706452,0.032439543942993726,0.11123328741582811,Other_Faults,Other_Faults
0,7,0,1302,0.20482318856723936,0.02735316305224657,0.09437222079523082,0.3613917449198466,0.19168826902257735,0.017020074038477,0.10335133960438232,Other_Faults,Other_Faults
0,7,0,1618,0.28758285137384393,0.020351957813748642,0.10436461247204559,0.36531081384773645,0.05283289664337122,0.05711110307838605,0.11244576477086829,Other_Faults,Other_Faults
0,7,0,1800,0.19112522849932026,0.02512663048112716,0.1797500997106759,0.40925360189584303,0.032964684939861384,0.051247638221003554,0.11053211625216867,Other_Faults,Other_Faults
0,7,0,1758,0.18232267205642208,0.026904435665279877,0.17373160226748702,0.40613484035090025,0.041063876641484545,0.052486931815931774,0.11735564120249434,Other_Faults,Other_Faults
0,7,0,854,0.15540644258524433,0.16124620892690342,0.11153862190085113,0.322713004150394,0.14112565587320355,0.016887129931091545,0.09108293663231208,Dirtiness,Other_Faults
0,7,0,858,0.24436664311777467,0.06558946286781554,0.07510231723899399,0.3585370853271364,0.13852816748866434,0.02559178819821176,0.09228453576140346,Dirtiness,Other_Faults
0,7,0,818,0.19047713764969879,0.08631712337470628,0.07512026304346646,0.35336135364433907,0.15116651714092919,0.02495340630444817,0.11860419884241197,Dirtiness,Other_Faults
0,7,0,836,0.25413931038393134,0.021417251921250262,0.10966132469926365,0.36923734512113704,0.05267581805716666,0.064369739118633,0.1284992106986181,Dirtiness,Other_Faults
0,7,0,859,0.23358875736248172,0.08316363170347345,0.07731523741508027,0.3406295679349698,0.1431028820222035,0.03494170866711585,0.08725821489467553,Dirtiness,Other_Faults
0,7,0,826,0.20663595540720217,0.06170820896819275,0.07970120412802026,0.35989847055889607,0.1320726923612342,0.03200246466255363,0.12798100391390096,Dirtiness,Other_Faults
0,7,0,635,0.09136112946764588,0.013419203906852918,0.5811250795587778,0.20898243318155868,0.035316176178483386,0.01532010828330791,0.05447586942337337,K_Scratch,K_Scratch
0,7,0,649,0.09731245830887553,0.01442608638223229,0.5485164781643439,0.22035053521072265,0.0409595354194423,0.01758787783942652,0.06084702867495669,K_Scratch,K_Scratch
0,7,0,548,0.09230472136071312,0.012809785624304444,0.5762259257893709,0.21395867174962768,0.034540552909785326,0.01532010828330791,0.05484023428289058,K_Scratch,K_Scratch
0,7,0,357,0.2457956006322647,0.02551895885906254,0.14865043089800958,0.37805593421929495,0.055110959364535625,0.08210724355210554,0.06476087247472724,K_Scratch,Other_Faults
0,7,0,429,0.09103060677431266,0.010118951110826047,0.6294569934438827,0.17607900991553294,0.027271600865505438,0.012026461112937844,0.05401637677700258,K_Scratch,K_Scratch
0,7,0,570,0.09270970646604697,0.013169586603860178,0.5878816617384537,0.20163676868323388,0.034871229597317414,0.01575236912618697,0.05397867778490085,K_Scratch,K_Scratch
0,7,0,363,0.24236741090073496,0.02437492399042362,0.17736649216013728,0.3606178748152304,0.09054420255296991,0.04372301420568163,0.06100608137482215,K_Scratch,Other_Faults
0,7,0,382,0.19312339288920843,0.04111837067863022,0.23403533713997376,0.35692432037220767,0.06548394045629108,0.016769635633317948,0.09254500283037062,K_Scratch,Other_Faults
0,7,0,463,0.0853306740100155,0.012008720719328694,0.6314331312742599,0.17105980513921928,0.035431020138465844,0.009589531221721492,0.055147117496989535,K_Scratch,K_Scratch
0,7,0,537,0.09292538149358419,0.01540152067861771,0.5684510894925819,0.21601705959078515,0.036665959902588495,0.015006509310340888,0.05553247953150144,K_Scratch,K_Scratch
0,7,0,482,0.08651535689960989,0.012439230831540207,0.6244991154966089,0.17529745616570952,0.036080527365337754,0.009815747578397455,0.05535256566279649,K_Scratch,K_Scratch
0,7,0,605,0.14752189806537067,0.012131709178433384,0.4137339329655097,0.29190223807731824,0.034118184662975455,0.015475914941703665,0.08511612210868896,K_Scratch,K_Scratch
0,7,0,736,0.1047903275390371,0.015278691244412891,0.5408756416803667,0.21631769253979433,0.04165575148308017,0.011022739685452271,0.07005915582785655,K_Scratch,K_Scratch
0,7,0,539,0.13515496326735066,0.03175311729033848,0.2965805103378392,0.33228733373863556,0.07253706350604298,0.013184363236683523,0.11850264862310932,K_Scratch,Other_Faults
0,7,0,696,0.0886150472979233,0.013353237139438876,0.5893051407444088,0.20445159642772062,0.03531273134382745,0.015284055563527238,0.05367819148315368,K_Scratch,K_Scratch
0,7,0,532,0.0954717704149248,0.012823550189884767,0.5703039488782438,0.2136177534992963,0.03537363053173999,0.015371652013308458,0.057037694472601874,K_Scratch,K_Scratch
0,7,0,545,0.10093012262002932,0.014097498231991013,0.5446982245713082,0.22869933378816726,0.03586179374481732,0.01645411910314761,0.059258907940539264,K_Scratch,K_Scratch
0,7,0,529,0.09959498388074006,0.010873030230003734,0.5823806673517153,0.2033468017885853,0.030086783136724016,0.013301201276049565,0.060416532336182334,K_Scratch,K_Scratch
0,7,0,715,0.10097581956377556,0.013701682414313424,0.5557967840761325,0.22021026823964238,0.035395884947233086,0.017443911414744183,0.05647564934415879,K_Scratch,K_Scratch
0,7,0,666,0.1348967903081598,0.024749758408361723,0.36254068640801107,0.2981323803429468,0.0538645188628494,0.01291525593222662,0.11290060973744438,K_Scratch,K_Scratch
0,7,0,366,0.250699663005366,0.02033034554093624,0.13557124477152405,0.3922407776638525,0.08525516666592665,0.031193033658430208,0.08470976869396411,K_Scratch,Other_Faults
0,7,0,349,0.2656582466014278,0.020444250669289902,0.181822683928348,0.3516293973261624,0.07804762546402971,0.03744513792282912,0.06495265808791297,K_Scratch,Other_Faults
0,7,0,538,0.09043383704802137,0.012288875050605809,0.5866102542434587,0.2078645988947062,0.03374352057139107,0.015573928752082461,0.05348498543973443,K_Scratch,K_Scratch
0,7,0,609,0.09025573101006232,0.013007892852868344,0.5882625430214798,0.2053900921650751,0.03431360548439598,0.01532010828330791,0.053450027182810535,K_Scratch,K_Scratch
0,7,0,640,0.08936737938896008,0.013031036695986147,0.5893057490207882,0.2046785457033032,0.03437208501655972,0.01532010828330791,0.05392509589109479,K_Scratch,K_Scratch
0,7,0,423,0.09611681795080836,0.010537495440327173,0.6195349345306027,0.17851875123322286,0.028708195932422194,0.012500734017862034,0.05408307089475494,K_Scratch,K_Scratch
0,7,0,553,0.09904459435935012,0.013234392784485658,0.554876902074545,0.2227316542005891,0.035465754140856925,0.016115469947425284,0.058531232492747914,K_Scratch,K_Scratch
0,7,0,470,0.0880575199626679,0.01230648746870835,0.6225910239913651,0.17650062491765525,0.036080527365337754,0.009771499790786835,0.05469231650347888,K_Scratch,K_Scratch
0,7,0,504,0.09055080073073764,0.012288875050605809,0.5891039472944574,0.2047538914787701,0.03374352057139107,0.015790566378050236,0.053768398495987836,K_Scratch,K_Scratch
0,7,0,565,0.09715749278180776,0.012707530999709296,0.5717126196444419,0.21142145745796617,0.035150127941006575,0.015045435744065083,0.05680533543100328,K_Scratch,K_Scratch
0,7,0,589,0.13257832037042763,0.015488951865579682,0.4300967940932534,0.27262648617873053,0.04710651414984223,0.012033710346523395,0.09006922299564307,K_Scratch,K_Scratch
0,7,0,546,0.09404906074704834,0.012832929467422247,0.5722073230703969,0.21446427545306176,0.03474609126547848,0.015834814165660852,0.05586550583093144,K_Scratch,K_Scratch
0,7,0,498,0.08532241532477729,0.012008720719328694,0.6276939793922722,0.17325662161305522,0.035431020138465844,0.009601173310644875,0.05668606950145598,K_Scratch,K_Scratch
0,7,0,477,0.08920302056741608,0.010118951110826047,0.6265245523553619,0.17901067799874368,0.027271600865505438,0.012026461112937844,0.05584473598920935,K_Scratch,K_Scratch
0,7,0,371,0.25743963471859305,0.01904626590223839,0.15479223047602844,0.3889010558398457,0.06936892033543356,0.041841765360696455,0.06861012736716414,K_Scratch,Other_Faults
0,7,0,436,0.15704810120374232,0.02490145698081907,0.30435571693362923,0.31612579270073676,0.05597755314260226,0.013009195919793168,0.12858218311867697,K_Scratch,Other_Faults
0,7,0,689,0.09136112946764588,0.013419203906852918,0.5813250795587779,0.20878243318155867,0.035316176178483386,0.01532010828330791,0.05447586942337337,K_Scratch,K_Scratch
0,7,0,716,0.09779172367349658,0.013298460429001884,0.5641972198213597,0.2168784153586011,0.03416199138981012,0.016189751474624738,0.05748243785310578,K_Scratch,K_Scratch
0,7,0,481,0.08762297624214374,0.012439230831540207,0.620021292643688,0.17851664394753083,0.036080527365337754,0.009815747578397455,0.055503581391362286,K_Scratch,K_Scratch
0,7,0,69,0.2992944990158478,0.017817250322582655,0.08925928736179349,0.3599837099653162,0.08898885165278698,0.03843378046265544,0.10622262121901732,Pastry,Other_Faults
0,7,0,91,0.15733287018072611,0.04612978321842973,0.13559080878581375,0.35566710821869374,0.16317982042182802,0.013711632357269637,0.12838797681723899,Pastry,Other_Faults
0,7,0,84,0.3024139503420936,0.020738860886184537,0.08630893184959522,0.35813330549306666,0.09001952570042589,0.020375254174018562,0.12201017155461566,Pastry,Other_Faults
0,7,0,100,0.28135557555810775,0.0331506700803402,0.09398764572809762,0.3540269201533186,0.10385271113370408,0.04724564438931715,0.0863808329571148,Pastry,Other_Faults
0,7,0,25,0.2125098374028727,0.02606369638599754,0.10237497077560255,0.3778785031268788,0.14517272386541835,0.02945411923698231,0.10654614920624772,Pastry,Other_Faults
0,7,0,156,0.22359471560376168,0.034623784523435265,0.0764517450912216,0.3707371690330827,0.15947090760675395,0.021348311527778767,0.11377336661396606,Pastry,Other_Faults
0,7,0,102,0.24212191711632727,0.023442539101707953,0.09867173241973833,0.3559070238244098,0.1498056881430524,0.017159369448673033,0.11289172994609142,Pastry,Other_Faults
0,7,0,114,0.15271359797882295,0.0636678969160162,0.08375840306033558,0.3619405182535555,0.18781943722534664,0.02197546937947683,0.12812467718644627,Pastry,Other_Faults
0,7,0,119,0.1302520152505014,0.06514662266427125,0.13678613302587683,0.3560119171174035,0.16578351826575866,0.013466598448587812,0.13255319522760042,Pastry,Other_Faults
0,7,0,64,0.29360196404044175,0.02244052438548484,0.10569609978892978,0.36875615182345145,0.08554059267759616,0.04811716151399503,0.07584750577010096,Pastry,Other_Faults
0,7,0,129,0.20201956911936406,0.03856095650355651,0.07667138891859565,0.3618493880691884,0.1923583413280708,0.017958978147331814,0.11058137791389262,Pastry,Other_Faults
0,7,0,61,0.281444664513272,0.02362618382531922,0.08936776113894938,0.35903747099662686,0.1125066876190232,0.04065413849883399,0.0933630934079756,Pastry,Other_Faults
0,7,0,130,0.18172334438201548,0.0611800754779914,0.08006382592204683,0.3554817689640259,0.1876300622621309,0.017412948268398065,0.11650797472339158,Pastry,Other_Faults
0,7,0,126,0.13120632700540633,0.06426414994174212,0.1357575886517875,0.3567955799301083,0.16547645150544976,0.013358568116816716,0.13314133484868923,Pastry,Other_Faults
0,7,0,72,0.2307862971125756,0.03945133611442853,0.07442680986368887,0.38074805973779446,0.1425121458887543,0.03089935033456305,0.1011760009481951,Pastry,Other_Faults
0,7,0,125,0.1356648720486537,0.05987834022615759,0.11741793107870721,0.36087130625331015,0.1703340025960522,0.014783196098525424,0.14105035169859365,Pastry,Other_Faults
0,7,0,209,0.11291069051622006,0.037958279799885565,0.19406847289413928,0.37835024273425055,0.13099158803373906,0.012466058890102692,0.13325466713166265,Z_Scratch,Other_Faults
0,7,0,173,0.2030076701950646,0.055416566172126175,0.07940108301804791,0.3568372141372811,0.11858373727156328,0.03972073857629933,0.14703299062961764,Z_Scratch,Other_Faults
0,7,0,216,0.1428784403594373,0.05444475947230917,0.14677519397380975,0.3642220064209092,0.13503247859167988,0.013704693686683051,0.14294242749517155,Z_Scratch,Other_Faults
0,7,0,169,0.1880186468007506,0.033255999633430434,0.08523603614684035,0.3936879129326965,0.15592737674955987,0.017051038011029866,0.12682298972569236,Z_Scratch,Other_Faults
0,7,0,198,0.29074289126092656,0.03336528407209083,0.07515971941514028,0.4065828388914759,0.0674662586748701,0.02756997406681852,0.0991130336186777,Z_Scratch,Other_Faults
0,7,0,294,0.26404043975923036,0.01763810563184375,0.10830499700205441,0.37171045024424776,0.09797354896668718,0.016193777160492025,0.12413868123544469,Z_Scratch,Other_Faults
0,7,0,179,0.2933695630530888,0.023461529393021673,0.08964253627354803,0.38723418464470044,0.08605789623404986,0.020623369854631455,0.09961092054695979,Z_Scratch,Other_Faults
0,7,0,223,0.18647580602533423,0.026815452160494174,0.10744976723096825,0.41061008165571417,0.12023346442889617,0.015175516054059307,0.1332399124445336,Z_Scratch,Other_Faults
0,7,0,287,0.256723341295811,0.018405885300351837,0.13661448589832179,0.3561859940366783,0.051043192092133385,0.04053511024459169,0.14049199113211197,Z_Scratch,Other_Faults
0,7,0,279,0.2716819921930582,0.02505423731943301,0.09017690376127181,0.35209470058286824,0.09237794610150166,0.026208049698877103,0.14240617034298997,Z_Scratch,Other_Faults
0,7,0,191,0.2914193870565806,0.01857301287887005,0.08635194068445266,0.3877400278146446,0.0632932893880914,0.0407024690698007,0.11191987310756023,Z_Scratch,Other_Faults
0,7,0,344,0.24454849800634484,0.021849880776927014,0.08818460937330555,0.37182264325492403,0.0842694994448723,0.023120988409456592,0.1662038807341698,Z_Scratch,Other_Faults
0,7,0,180,0.26469184695508585,0.017845267044677312,0.09696564030243263,0.37712943577906466,0.060697871600824,0.05183591999420396,0.13083401832371166,Z_Scratch,Other_Faults
0,7,0,262,0.2315057457123152,0.01258418857133622,0.10916946194494737,0.41187482736949405,0.03309595062290477,0.05323687355361023,0.14853295222539212,Z_Scratch,Other_Faults
0,7,0,325,0.26219665212284765,0.01974096882025362,0.08260905059708708,0.36632644753094934,0.08503593311598465,0.025651600104427633,0.1584393477084498,Z_Scratch,Other_Faults
0,7,0,278,0.15436113075526667,0.032376767755302543,0.17096636594012782,0.4525960739157833,0.03561646850818996,0.059989673957288714,0.09409351916804075,Z_Scratch,Other_Faults
0,7,0,286,0.20524276872135233,0.021419702161737896,0.15096305676939667,0.4026321367401246,0.0364100306076842,0.03530873225883362,0.1480235727408705,Z_Scratch,Other_Faults
0,7,0,164,0.12493386865987129,0.05641254623750536,0.14657156343029615,0.3707019618475516,0.12903309072897648,0.01272939930277918,0.15961756979301986,Z_Scratch,Other_Faults
0,7,0,214,0.14191760245589344,0.0419080236565373,0.16404314306023213,0.36682022229943206,0.13040416753266715,0.013491868558370564,0.14141497243686735,Z_Scratch,Other_Faults
0,7,0,753,0.18574248088405743,0.019930859744841944,0.09629528951021651,0.30482845000874215,0.04518849135120189,0.28971967250773845,0.058294755993201636,Stains,Other_Faults
0,7,0,786,0.23051592209298175,0.02642618665818087,0.08125530700351356,0.3349658872874002,0.05869591826104788,0.19280593971472088,0.07533483898215493,Stains,Other_Faults
0,7,0,780,0.23754387762617174,0.021969233028910545,0.08174691243769008,0.3212991802236614,0.057557522607663066,0.21111844908660732,0.06876482498929593,Stains,Other_Faults
0,7,0,755,0.17821260427496388,0.02178378748580256,0.12313476274134676,0.32522510598448007,0.04969024452405562,0.2076101478941599,0.09434334709519117,Stains,Other_Faults
0,7,0,756,0.2007125747379381,0.021046568807152943,0.09507047195068724,0.3083622054330775,0.0566539077953001,0.22585906725120652,0.09229520402463766,Stains,Other_Faults
0,7,0,778,0.1938772835907373,0.020392249142591176,0.1009940331616881,0.3307667366484411,0.051951668929967915,0.19572249072150105,0.10629553780507328,Stains,Other_Faults
0,7,0,809,0.2168619421078022,0.018987835475307236,0.09046883890537433,0.3043095156118037,0.049859140136400464,0.261387192587537,0.05812553517577505,Stains,Other_Faults
0,8,0,934,0.31093803780105084,0.021777288942643712,0.1080604727558753,0.36106167386155336,0.0522507501964012,0.06592894091809642,0.07998283552437924,Bumps,Other_Faults
0,8,0,981,0.31549607525395906,0.020158501477892075,0.09245009699218772,0.36075868483537094,0.08031469494035229,0.041279758620880305,0.0895421878793578,Bumps,Other_Faults
0,8,0,1178,0.23027148174342593,0.03889926102953594,0.09533740429937923,0.40450362027434617,0.09905411939569271,0.01867868430095273,0.11325542895666732,Bumps,Other_Faults
0,8,0,1078,0.29073178721008364,0.03819501645384764,0.09125343563017499,0.34483260827859075,0.127934918531607,0.03671975794143415,0.07033247595426176,Bumps,Other_Faults
0,8,0,1062,0.2845566620269682,0.025549844713756823,0.09238648020343343,0.36285467648150965,0.10460283739546059,0.03675292756756521,0.09329657161130615,Bumps,Other_Faults
0,8,0,1196,0.30646086790463833,0.018960129189858364,0.10444068446453043,0.38178622552410113,0.05742747021367218,0.034656730178492794,0.0962678925247069,Bumps,Other_Faults
0,8,0,1031,0.2793509078698073,0.03430455936667847,0.09335694872756113,0.3546953728799884,0.10819104879141093,0.04719837627581887,0.08290278608873475,Bumps,Other_Faults
0,8,0,895,0.2511490977765416,0.026694482550757855,0.09577920354149688,0.36622376686970304,0.07966609568910384,0.07365376312813549,0.10683359044426116,Bumps,Other_Faults
0,8,0,988,0.3035608903647315,0.034920831238624,0.09382779082447805,0.3535078053318291,0.10535200994602571,0.02282608369297458,0.08600458860133725,Bumps,Other_Faults
0,8,0,936,0.28985610313507126,0.03205323695193008,0.09061179043443754,0.35710053359671784,0.11807071431357578,0.035489777744296604,0.07681784382397092,Bumps,Other_Faults
0,8,0,960,0.3309116159894472,0.01677873046499125,0.10823629574230542,0.3455731375370451,0.09230884123369881,0.020355654537479905,0.08583572449503242,Bumps,Other_Faults
0,8,0,1008,0.2157463095605605,0.026628219607904163,0.11222015234018935,0.37147578079413085,0.12346367659218024,0.015559053224956461,0.13490680788007828,Bumps,Other_Faults
0,8,0,985,0.2741456602925252,0.014143020609125631,0.12394101192367694,0.4045313393085641,0.03687846495095064,0.030661554601379787,0.11569894831377768,Bumps,Other_Faults
0,8,0,1017,0.2748469642145008,0.017103911122287287,0.1054887980990277,0.34813328582721303,0.12927674719756227,0.018937502664641802,0.10621279087476707,Bumps,Other_Faults
0,8,0,1159,0.22747866439857783,0.014858028345494908,0.2155717652294927,0.37113184190895643,0.03992181473995865,0.0233416623370635,0.10769622304045594,Bumps,Other_Faults
0,8,0,1043,0.22633629304432162,0.044715887061944945,0.08675453269981162,0.4134783049239624,0.1143938637795874,0.020653574514951666,0.09366754397542028,Bumps,Other_Faults
0,8,0,880,0.33934585077062024,0.022823024642302993,0.09631263815005953,0.34831046884715994,0.09243627344320585,0.025697476631194958,0.07507426751545661,Bumps,Other_Faults
0,8,0,1220,0.26948815298958695,0.012704196056581353,0.1425352071571437,0.41384084568505036,0.03933418116715814,0.027579252543391945,0.0945181644010876,Bumps,Other_Faults
0,8,0,1030,0.26904813704154656,0.024215820163133377,0.10909101824863444,0.37944366496531784,0.050686673156839016,0.07663199412327282,0.0908826923012559,Bumps,Other_Faults
0,8,0,1129,0.2942224530328497,0.015325633703967034,0.12337247790487008,0.38487836942227943,0.05479585184100985,0.029641831449858446,0.09776338264516546,Bumps,Other_Faults
0,8,0,891,0.3080203145718408,0.033966793330401125,0.09383089341963274,0.3553697078235881,0.08902401616400617,0.041989341166415596,0.07779893352411532,Bumps,Other_Faults
0,8,0,943,0.3388660972344977,0.026278184873114188,0.09160577060021616,0.3425375463235569,0.05926297425924052,0.07158559131115601,0.06986383539821878,Bumps,Other_Faults
0,8,0,1225,0.20945685261872607,0.014424553927271613,0.21132410751220798,0.41971980545181403,0.030240539531129512,0.02124090899396346,0.09359323196488725,Bumps,Other_Faults
0,8,0,909,0.29592576511243496,0.016283213156665557,0.10623786695383984,0.34926443238677335,0.07173046037850486,0.06652051453271582,0.0940377474790656,Bumps,Other_Faults
0,8,0,1246,0.2883152030766007,0.016483549064478704,0.11021509612871327,0.3757436002864105,0.05100724460679808,0.03983704624681633,0.11839826059018244,Bumps,Other_Faults
0,8,0,974,0.21034396648849563,0.06158420485191622,0.08247644096641796,0.3446037938099659,0.15875184505122283,0.04227586878244364,0.09996388004953774,Bumps,Other_Faults
0,8,0,896,0.27819390288966994,0.023619631420537503,0.094273923934924,0.3510072190156142,0.07708079333706912,0.07126076508790405,0.10456376431428119,Bumps,Other_Faults
0,8,0,967,0.30681143995199334,0.044526680126642536,0.07821288106921333,0.358953182576589,0.10234012974143981,0.027645623903352443,0.08151006263076971,Bumps,Other_Faults
0,8,0,1197,0.26033476144530604,0.021707135853838443,0.11172312439762788,0.4240128463269333,0.037336086483119216,0.0553262346319262,0.08955981086124903,Bumps,Other_Faults
0,8,0,1112,0.1954387697377031,0.017013291497305235,0.17051591935661636,0.4102698289204948,0.03871150700793332,0.030716634836602665,0.1373340486433442,Bumps,Other_Faults
0,8,0,1067,0.26638673525204926,0.03555730376973889,0.10308971857889908,0.36880892802657445,0.07251233421935184,0.051159129260637544,0.10248585089274892,Bumps,Other_Faults
0,8,0,1075,0.32497442517206787,0.019556892762402592,0.09346508081010793,0.35191343870436886,0.08161950824553799,0.03138909525417922,0.09708155905133552,Bumps,Other_Faults
0,8,0,1256,0.2396646922289343,0.026530985450671694,0.0854313335932463,0.3727405772714027,0.10327422527103308,0.021035340801147346,0.15132284538356452,Bumps,Other_Faults
0,8,0,1265,0.2187841123702277,0.0340478110643019,0.07681981932130735,0.3971853794736853,0.12901145579658016,0.021912201862222407,0.12223922011167516,Bumps,Other_Faults
0,8,0,1107,0.25453633274895526,0.019598778918203302,0.09086248726182035,0.3920055709534476,0.045826024526581195,0.07483492935746947,0.12233587623352271,Bumps,Other_Faults
0,8,0,1162,0.32240275876862073,0.018601390013445532,0.09291734080331981,0.3516305998027142,0.09333479297020557,0.02174688656520371,0.09936623107649067,Bumps,Other_Faults
0,8,0,1056,0.3277883031571818,0.02006451138925266,0.10230253955230938,0.34307515093292823,0.08222675794988525,0.023876610962319016,0.10066612605612375,Bumps,Other_Faults
0,8,0,1234,0.16760111226647098,0.017358692023041286,0.2565125790280725,0.427262697717199,0.03447775250178174,0.02323626726508342,0.07355089919835095,Bumps,Other_Faults
0,8,0,929,0.28574212724891607,0.016644784911986333,0.10479379639511534,0.3553807875115492,0.08511627988899204,0.021714012237441675,0.1306082118059993,Bumps,Other_Faults
0,8,0,1200,0.22679403821968763,0.01487758945323661,0.15872391201803113,0.4426812183244214,0.03131622594294611,0.02344378880482705,0.10216322723684997,Bumps,Other_Faults
0,8,0,1751,0.15141266097984157,0.04155644270183401,0.12508620266541717,0.3795845147208334,0.128070388178999,0.013241619840650871,0.16104817091242382,Other_Faults,Other_Faults
0,8,0,1857,0.16606521712353411,0.03533209841529286,0.11987280131875673,0.44893470711843014,0.05137524715808589,0.09538102597475895,0.08303890289114099,Other_Faults,Other_Faults
0,8,0,1642,0.24240144284955448,0.041661486074475326,0.08918731542809148,0.34841980205006723,0.1020219867087985,0.06921428858826557,0.10709367830074741,Other_Faults,Other_Faults
0,8,0,1542,0.17694428410748092,0.03410985040475923,0.1309169644883841,0.46109518194096316,0.037261560793544375,0.08129723971362994,0.07837491855123804,Other_Faults,Other_Faults
0,8,0,1566,0.266104670325689,0.043662711170039996,0.08725817245037991,0.37499411628992474,0.12940975704720706,0.01962395440800855,0.07894661830875087,Other_Faults,Other_Faults
0,8,0,1514,0.2136211321078483,0.040711516363542526,0.08010800647634056,0.35212036649639017,0.18540148290620073,0.018592723170996316,0.10944477247868134,Other_Faults,Other_Faults
0,8,0,1463,0.2913574660982566,0.015217943270647906,0.13581582537198084,0.3414411104343538,0.08938541042988976,0.019218942898117153,0.10756330149675403,Other_Faults,Other_Faults
0,8,0,1916,0.26567248362729423,0.022760665931882737,0.10687489201393734,0.4237054756593887,0.03812899242415463,0.04772187332933381,0.0951356170140085,Other_Faults,Other_Faults
0,8,0,1676,0.17872423747469596,0.015023177636448407,0.31243901574602384,0.37097181303075805,0.03456237869534579,0.014860490805858216,0.0734188866108694,Other_Faults,Other_Faults
0,8,0,1805,0.24509208287197648,0.015075229547363315,0.1223028240277826,0.40235602636668766,0.03693701708286909,0.05498316127447236,0.12325365882884855,Other_Faults,Other_Faults
0,8,0,1345,0.28768610135696776,0.020519388471763128,0.11165567408530147,0.34127567890063176,0.0944013105778495,0.0444664504297514,0.09999539617773491,Other_Faults,Other_Faults
0,8,0,1725,0.21883293938064166,0.03523787734039366,0.10133667664207122,0.3667639706052482,0.14634046334394035,0.025965670697011767,0.10552240199069311,Other_Faults,Other_Faults
0,8,0,1555,0.18588752860808674,0.09706118390736077,0.07439111237201533,0.33751992767681266,0.16392670045272012,0.04125843453055325,0.09995511245245116,Other_Faults,Other_Faults
0,8,0,1465,0.34602979423767083,0.01816203463602735,0.0906358857400319,0.3505631368487206,0.06080798164755943,0.06339458770156801,0.070406579188422,Other_Faults,Other_Faults
0,8,0,1553,0.1825190433080456,0.09060970595581894,0.07720992551535909,0.3537528536354846,0.1550346898685523,0.031803801487630776,0.1090699802291088,Other_Faults,Other_Faults
0,8,0,1710,0.1549003104166048,0.07363343560875106,0.12011234570098235,0.40447772190936215,0.11311767493667597,0.01520958528619772,0.11854892614142576,Other_Faults,Other_Faults
0,8,0,1370,0.1597865080226519,0.027951132683448083,0.14634068851651835,0.47979407552472886,0.03560679480865827,0.06646101176291609,0.08405978868107859,Other_Faults,Other_Faults
0,8,0,1434,0.32354260446437627,0.020203330344717454,0.099380907190915,0.3441186153462496,0.05734085389350032,0.07744405525684105,0.07796963350340046,Other_Faults,Other_Faults
0,8,0,1554,0.2004504373218981,0.08790548848117555,0.07860683097010247,0.33817775440329834,0.1571336839323315,0.035448808922031644,0.10227699596916233,Other_Faults,Other_Faults
0,8,0,1907,0.18246505322402867,0.028529014728615208,0.20423734090644532,0.4258240469806664,0.03204427734431125,0.036999713236692336,0.0899005535792406,Other_Faults,Other_Faults
0,8,0,1406,0.2750361322655381,0.020174653754818587,0.10904122969648383,0.3424452194800434,0.0664585606445624,0.06995825730578796,0.11688594685276571,Other_Faults,Other_Faults
0,8,0,1600,0.1897064571951124,0.025278577749734025,0.10862487468471013,0.4339177794064845,0.08963553979447743,0.01615483735610109,0.13668193381338017,Other_Faults,Other_Faults
0,8,0,1591,0.2952522793952977,0.04625840128639513,0.09552049826847415,0.3474438099582444,0.12375489775436745,0.02527219815850111,0.0664979151787202,Other_Faults,Other_Faults
0,8,0,1415,0.2720453904415951,0.017377681341383573,0.10945064806800837,0.3437286089537612,0.0702467633617931,0.0894049530529497,0.09774595478050896,Other_Faults,Other_Faults
0,8,0,1541,0.2816847440082816,0.01816494556652291,0.11696869150774233,0.3427137814763606,0.09625308346373057,0.018058351016436037,0.126156402960926,Other_Faults,Other_Faults
0,8,0,1432,0.3405780528176971,0.017945138067714996,0.10507347735014394,0.36919218051320385,0.05339553079240405,0.04155325009995428,0.0722623703588818,Other_Faults,Other_Faults
0,8,0,1392,0.16296963481024063,0.023516989900159723,0.13524870474656642,0.5389780328460217,0.03503766114940624,0.04576041114719158,0.05848856540041353,Other_Faults,Other_Faults
0,8,0,1288,0.20781060607881746,0.02170494336971414,0.10159357384277933,0.40088579979932526,0.07609332645559203,0.018313185089251758,0.17359856536451995,Other_Faults,Other_Faults
0,8,0,1678,0.25054551578770523,0.019697995760840182,0.10884014689632564,0.3574409844736146,0.05188350300247934,0.06258996061467068,0.1490018934643641,Other_Faults,Other_Faults
0,8,0,1399,0.1785190932991932,0.051956408854898904,0.282661639193034,0.3466255567070517,0.044905899921399275,0.01369355626812766,0.08163784575629515,Other_Faults,Other_Faults
0,8,0,1747,0.22669088625139178,0.01426951297073132,0.18660807234566437,0.42605631800120286,0.03504449583283053,0.02490777116259553,0.08642294343558359,Other_Faults,Other_Faults
0,8,0,1461,0.26032578282042246,0.022835655934589295,0.0913416346238398,0.35968448949370946,0.1331655951199973,0.02179983826928543,0.11084700373815635,Other_Faults,Other_Faults
0,8,0,1762,0.14939696218682633,0.03544923926505525,0.14314004894211552,0.3788572472152768,0.12432218328021728,0.013270376786904556,0.15556394232360415,Other_Faults,Other_Faults
0,8,0,1459,0.2790819425312592,0.02184765451018866,0.0989814033207646,0.35794329944084885,0.0856604504019624,0.048908706361495885,0.10757654343348033,Other_Faults,Other_Faults
0,8,0,1635,0.30434166430115545,0.0175516516407154,0.10663770916320217,0.3444047624701401,0.09406191464401915,0.028414267932631406,0.1045880298481363,Other_Faults,Other_Faults
0,8,0,1540,0.20295501799460022,0.028954435560079917,0.13753659905176996,0.4728247443323022,0.03394400940887217,0.048741503943626904,0.07504368970874858,Other_Faults,Other_Faults
0,8,0,1451,0.28702300322726537,0.021702934367191017,0.10492043573438307,0.3430628745166749,0.10689683996214827,0.04369032532975088,0.09270358686258653,Other_Faults,Other_Faults
0,8,0,1928,0.22742244481601298,0.01472162561468657,0.19675557934003784,0.37471054950787375,0.043413095625311725,0.04132811118574137,0.10164859391033566,Other_Faults,Other_Faults
0,8,0,1692,0.12300269626596959,0.04488270091136007,0.12496889826511541,0.38673130301761277,0.12366915120269203,0.012036984451575748,0.1847082658856743,Other_Faults,Other_Faults
0,8,0,1705,0.16362853276434705,0.07494629127141789,0.12274217594730388,0.39445217830967344,0.10020962608160139,0.01561886718005596,0.1284023284456003,Other_Faults,Other_Faults
0,8,0,1720,0.22567238205360357,0.0158584994350112,0.14905960942876326,0.38913187624213724,0.04816272358447002,0.029634620657602473,0.14248028859841208,Other_Faults,Other_Faults
0,8,0,1834,0.18428785192705457,0.024592847975430134,0.13847207564469913,0.3939258467242402,0.07811972239986276,0.06364555478440655,0.11695610054430658,Other_Faults,Other_Faults
0,8,0,1416,0.24842848816499127,0.02467630946801168,0.10824292423223587,0.35306508828447103,0.04964930176436557,0.13529011806125926,0.08064777002466524,Other_Faults,Other_Faults
0,8,0,1820,0.19807172443991505,0.06479026552402611,0.07250546209689841,0.37773708575201,0.14592213265045928,0.038796749657375396,0.10217657987931592,Other_Faults,Other_Faults
0,8,0,1768,0.23179636025864853,0.026817665267980614,0.12745612701178294,0.4326556678688054,0.06353664453103566,0.018542115956120084,0.09919541910562665,Other_Faults,Other_Faults
0,8,0,1654,0.3047256319706202,0.016858827344927597,0.08612742144556133,0.36004602584791123,0.05921950146013248,0.06927753225942773,0.10374505967141961,Other_Faults,Other_Faults
0,8,0,1792,0.3294854069607095,0.015242669865571514,0.09288232989105186,0.3497062341643704,0.061248597530999635,0.07203992097721663,0.07939484061008045,Other_Faults,Other_Faults
0,8,0,1749,0.18416326718569437,0.031096413017361567,0.3184855540053843,0.33258284968391616,0.04114357603928278,0.015337264022727368,0.07719107604563347,Other_Faults,Other_Faults
0,8,0,1632,0.19073884677118652,0.02849497454108193,0.1428641034951047,0.42109523131195553,0.0390768515512306,0.07807089444956836,0.09965909787987223,Other_Faults,Other_Faults
0,8,0,1860,0.283888849718813,0.01779106410131446,0.09444421847570736,0.3573492801293198,0.09245228511449471,0.025732959553314245,0.12834134290703625,Other_Faults,Other_Faults
0,8,0,1335,0.21105741190800664,0.040426292172924774,0.08795003800519914,0.38861968610473285,0.14652427118658543,0.017068085621498932,0.10835421500105208,Other_Faults,Other_Faults
0,8,0,1546,0.29086508685289786,0.016034454185058597,0.11627867501219784,0.36513109532322974,0.061800413394494394,0.03614302064382399,0.11374725458829758,Other_Faults,Other_Faults
0,8,0,1626,0.31400571391842896,0.02386703776036538,0.10132489150645917,0.3481548565434973,0.08827444190095911,0.05522708502331075,0.06914597334697926,Other_Faults,Other_Faults
0,8,0,1391,0.1492029131664998,0.018837598533604675,0.15869244235146146,0.5509895709712257,0.03485926394948901,0.033988740237583956,0.05342947079013527,Other_Faults,Other_Faults
0,8,0,1853,0.21976914023244112,0.030443701615121933,0.09999466540464529,0.365888319180458,0.12149596468833325,0.050490139030913275,0.1119180698480871,Other_Faults,Other_Faults
0,8,0,1609,0.2514828673402069,0.032175229807776415,0.07825239370200641,0.3638341171079668,0.14394216917061356,0.021168684359101807,0.10914453851232805,Other_Faults,Other_Faults
0,8,0,1298,0.21524868958869614,0.04274559660529139,0.08608220452267305,0.3475921105778055,0.1959050123830187,0.021114996408642166,0.09131138991387305,Other_Faults,Other_Faults
0,8,0,1870,0.14618435177488037,0.027231380874039104,0.12722610468963447,0.5657729146453733,0.03952759751080935,0.03761737584964783,0.056440274655615276,Other_Faults,Other_Faults
0,8,0,1374,0.2286462620317197,0.023770629854126816,0.1095876100136884,0.3847016383829701,0.05248055030566151,0.08684886226213867,0.11396444714969478,Other_Faults,Other_Faults
0,8,0,1393,0.1971677976552792,0.027763495066936903,0.13769810540928729,0.44693565152618214,0.03808705256579474,0.0648771575592566,0.08747074021726303,Other_Faults,Other_Faults
0,8,0,1661,0.3440779106950989,0.018918463132144573,0.0975691246471552,0.3486497000029807,0.057067855831565574,0.049627475979355344,0.08408946971169985,Other_Faults,Other_Faults
0,8,0,1292,0.23146194789033467,0.031319563379576615,0.08433197499518404,0.37456588612201885,0.14137905502778278,0.021305410864630444,0.11563616172047261,Other_Faults,Other_Faults
0,8,0,1456,0.3409042652893845,0.017731232997367435,0.08359644091404739,0.3496000000027894,0.06348810763683782,0.048633143454862963,0.09604680970471073,Other_Faults,Other_Faults
0,8,0,1771,0.24866196039997046,0.02881324107896805,0.15919933722598648,0.40817982186877766,0.0467084165029666,0.0293693718621084,0.07906785106122216,Other_Faults,Other_Faults
0,8,0,1886,0.236948099891739,0.02323214714073716,0.08641386433389318,0.3512987870117399,0.10632191035362848,0.04773768314360637,0.1480475081246559,Other_Faults,Other_Faults
0,8,0,1742,0.22120744883099236,0.02165753684284763,0.15091102984422486,0.41045693773045167,0.06889959520364236,0.018563772822458222,0.10830367872538263,Other_Faults,Other_Faults
0,8,0,1787,0.24510997472347157,0.014950123349759701,0.1516612199929007,0.37762682993180186,0.04325924378916661,0.027894568102301016,0.13949804011059852,Other_Faults,Other_Faults
0,8,0,853,0.15382710097138078,0.17714937893400676,0.09349587628315872,0.34246664762434276,0.1425213902079415,0.018423929582373523,0.07211567639679578,Dirtiness,Other_Faults
0,8,0,842,0.16862527680141912,0.170071178137322,0.07558961895536229,0.34358556890913194,0.15500537110677726,0.01851300261114499,0.06860998347884242,Dirtiness,Other_Faults
0,8,0,865,0.2893532120972624,0.05040152924998156,0.08292458612991331,0.35667761687595345,0.09812882404044196,0.035380141558305316,0.0871340900481421,Dirtiness,Other_Faults
0,8,0,822,0.16451984654613538,0.08505281562798858,0.07490069424269083,0.3529187664779828,0.17867303517821245,0.027130346303847343,0.11680449562314259,Dirtiness,Other_Faults
0,8,0,841,0.16629540640462806,0.1783095311747153,0.07817304399432405,0.34159092941663827,0.14565588268585417,0.01695717070543933,0.07301803561840081,Dirtiness,Other_Faults
0,8,0,820,0.1775305668211326,0.07927914944764142,0.07466241962287024,0.3655781312395396,0.15800411910679749,0.020620159034072136,0.12432545472794664,Dirtiness,Other_Faults
0,8,0,505,0.09959118010052476,0.011679797614197476,0.5723965810033951,0.21157920135285266,0.034033088022198975,0.016769132091005917,0.05395101981582516,K_Scratch,K_Scratch
0,8,0,508,0.10161897955845532,0.01011374893885753,0.5789013193864659,0.20907051172043917,0.03146052675906469,0.014720487215362848,0.05411442642135431,K_Scratch,K_Scratch
0,8,0,585,0.12961388492763073,0.014589728797473913,0.4823262600608611,0.24033735490984065,0.03519385924399642,0.011736151062312539,0.08620276099788474,K_Scratch,K_Scratch
0,8,0,566,0.11042737236319286,0.010931209550923192,0.5428723618876209,0.22028151379218014,0.035548309273834115,0.016033955389670954,0.06390527774257772,K_Scratch,K_Scratch
0,8,0,571,0.1729234587774869,0.026879502100927835,0.23445948820949775,0.4144144138507098,0.03638553586237323,0.03389177918797436,0.08104582201103001,K_Scratch,Other_Faults
0,8,0,503,0.0869151952893118,0.009400136611680408,0.6298859773059037,0.17470308238767193,0.031716870260080625,0.01014421111237323,0.057234527032978086,K_Scratch,K_Scratch
0,8,0,488,0.08544462343727419,0.009191459052167526,0.6320292934337126,0.17407812882750093,0.03285305560748315,0.01014421111237323,0.05625922852948818,K_Scratch,K_Scratch
0,8,0,385,0.327705288494642,0.017071792653495885,0.10694274629797194,0.3695666479643863,0.05535152280796906,0.05058658869280353,0.07277541308873138,K_Scratch,Other_Faults
0,8,0,426,0.08855480267814446,0.008548781757010931,0.6447319373069175,0.174625041549054,0.02708718091577111,0.011471653890205862,0.044980601902895795,K_Scratch,K_Scratch
0,8,0,356,0.2155198045779575,0.025169517477613618,0.15125849009458275,0.3946249663837225,0.043420419936349874,0.08337024364084923,0.08663655788892434,K_Scratch,Other_Faults
0,8,0,581,0.10140513822852845,0.011788019888377197,0.5714827026273719,0.2115902568058364,0.03504134926450277,0.016872286958491852,0.05182024622689148,K_Scratch,K_Scratch
0,8,0,551,0.11178520500314489,0.010863037685951666,0.5498322465846316,0.2193298903532211,0.0333023213934518,0.01709017103375384,0.057797127945845,K_Scratch,K_Scratch
0,8,0,724,0.09848095897165698,0.009316526317238739,0.5880155711932226,0.20250097647152163,0.02953294070662173,0.013589252479622803,0.05856377386011541,K_Scratch,K_Scratch
0,8,0,598,0.09249427354534089,0.010673805774917357,0.5990594151678141,0.20029420139882986,0.03148702632939712,0.016002183626401517,0.04998909415729906,K_Scratch,K_Scratch
0,8,0,624,0.09242804153155737,0.010571699730745135,0.6036473247308042,0.19621192406765087,0.03125509835482707,0.015426584463718076,0.050459327120697256,K_Scratch,K_Scratch
0,8,0,439,0.08192780831996023,0.009401134979520985,0.6471181268868995,0.1663520505201383,0.031971892522780244,0.00975230213639346,0.05347668463430716,K_Scratch,K_Scratch
0,8,0,660,0.09734681173399486,0.01054869949834913,0.5837876583669953,0.20693409970060828,0.03152605931229861,0.0156272254893591,0.054229445898394554,K_Scratch,K_Scratch
0,8,0,453,0.09965274082632035,0.008757459316523813,0.613889802974885,0.1905173474885336,0.026385061502434505,0.011437877975926804,0.04935970991537562,K_Scratch,K_Scratch
0,8,0,708,0.09630461301460994,0.010350831086677338,0.5958553264603865,0.20210028437045946,0.031032223989344847,0.015384211582362145,0.0489725094961597,K_Scratch,K_Scratch
0,8,0,459,0.10321264723920147,0.01043635947957829,0.5856392514740285,0.19650886541157608,0.035454175774761926,0.010627133320667692,0.058121567300186,K_Scratch,K_Scratch
0,8,0,682,0.09590977098263162,0.009961613893895209,0.5914007109594417,0.20403654027141307,0.03041373643100212,0.014326045995477342,0.05395158146613874,K_Scratch,K_Scratch
0,8,0,623,0.09445417150102772,0.010565427008127489,0.5956704665333288,0.20201119015641886,0.03155721315845245,0.015384211582362145,0.05035732006028246,K_Scratch,K_Scratch
0,8,0,637,0.08849248433052086,0.010353112080703837,0.6110716313948753,0.19519637612287632,0.030844008250905497,0.01471744169851387,0.04932494612160435,K_Scratch,K_Scratch
0,8,0,413,0.08648125422817116,0.00842793583556078,0.6483329973661981,0.1696572338385813,0.026785066112145726,0.011471653890205862,0.04884385872913678,K_Scratch,K_Scratch
0,8,0,693,0.08977303728592392,0.010601346537185833,0.6099335089512782,0.19446605392302896,0.03095444441728336,0.014344830233545719,0.04992677865175385,K_Scratch,K_Scratch
0,8,0,395,0.10355977981424572,0.008186037145770509,0.5729199739302907,0.2300040094942442,0.02235329217039395,0.012177360676750017,0.0507995467683048,K_Scratch,K_Scratch
0,8,0,729,0.12459913493202623,0.01090712694336144,0.5133642591068258,0.2459746310422571,0.031865963062184394,0.015844504311975274,0.057444380601369624,K_Scratch,K_Scratch
0,8,0,580,0.09778926281588816,0.010687242650316375,0.5786331837382142,0.20936022373845112,0.032320635050035094,0.017094733628022316,0.05411471837907251,K_Scratch,K_Scratch
0,8,0,586,0.09894348849044342,0.010719191532105512,0.5756923595346285,0.20980432075520544,0.03217777790717795,0.016594733628022315,0.056068128152416685,K_Scratch,K_Scratch
0,8,0,621,0.1776661713420099,0.02165724803026351,0.11414497100018445,0.33218083849715335,0.05427361244989167,0.22910888997399131,0.07096826870650562,K_Scratch,Other_Faults
0,8,0,632,0.1510568174171419,0.01086245117084438,0.42051611990183846,0.28083432768918565,0.034508230277525496,0.01852779731084803,0.08369425623261614,K_Scratch,K_Scratch
0,8,0,430,0.08840330804969977,0.00842793583556078,0.651636327940852,0.16749255372411123,0.026927923255002876,0.01197165389020586,0.04514029730456695,K_Scratch,K_Scratch
0,8,0,631,0.09807879067399003,0.010931023579736805,0.5727457647970826,0.21194451515303225,0.03268538231789817,0.01692109666527115,0.05669342681298878,K_Scratch,K_Scratch
0,8,0,685,0.09372670967333857,0.010692545652195285,0.5968752435931541,0.20075135236209904,0.03155721315845245,0.015426584463718076,0.05097035109704231,K_Scratch,K_Scratch
0,8,0,381,0.2962405539354349,0.017911063480339374,0.1565846817739997,0.3399205176389553,0.057975076744500476,0.07710619489820927,0.054261911528560976,K_Scratch,Other_Faults
0,8,0,362,0.20692846548422367,0.028225590191206767,0.15712721086439957,0.3760578089407802,0.09925246813044077,0.03880794717811708,0.09360050921083171,K_Scratch,Other_Faults
0,8,0,633,0.09333315315881281,0.010692545652195285,0.597791007915933,0.20022914455384602,0.03155721315845245,0.015426584463718076,0.05097035109704231,K_Scratch,K_Scratch
0,8,0,526,0.09840917858412761,0.009649170659734065,0.5991505531704231,0.18384900142412752,0.031555157602044435,0.010435190100054958,0.06695174845948826,K_Scratch,K_Scratch
0,8,0,669,0.08854127734541556,0.010225993436636039,0.6093280861651862,0.19773858596478924,0.030844008250905497,0.014675068817157936,0.04864698001990944,K_Scratch,K_Scratch
0,8,0,19,0.22500196625252747,0.024725214654741715,0.09651192648225791,0.3775940329344282,0.1546970855579962,0.018623101501698422,0.10284667261634986,Pastry,Other_Faults
0,8,0,118,0.27575893803271706,0.05315846444933361,0.08118298945105433,0.35929000406549605,0.12904269647094938,0.026324621011253598,0.07524228651919608,Pastry,Other_Faults
0,8,0,96,0.22291918057597138,0.06374226971568836,0.07910194673394788,0.3708324065600391,0.1483163905227566,0.02511507541780728,0.08997273047378936,Pastry,Other_Faults
0,8,0,30,0.24984801262370998,0.06094385345093585,0.08724235801541122,0.3477610069339039,0.15883706079478638,0.024969401661055612,0.0703983065201972,Pastry,Other_Faults
0,8,0,105,0.2876214736518902,0.024724003534383327,0.08175719273575498,0.36284564460893165,0.11429855877658332,0.023729453895782415,0.10502367279667413,Pastry,Other_Faults
0,8,0,134,0.23626393624114564,0.07770330127633836,0.07649688313335845,0.3678077759146187,0.13639964041840014,0.024976828394760214,0.08035163462137859,Pastry,Other_Faults
0,8,0,37,0.1530322803010311,0.05826453857164614,0.1138935153618701,0.36965281217807716,0.17597241505772276,0.015052947857359278,0.11413149067229318,Pastry,Other_Faults
0,8,0,31,0.17840657282217276,0.0404421264048226,0.12832862275479712,0.3577444495702736,0.16734352401583574,0.015836506158485822,0.1118981982736122,Pastry,Other_Faults
0,8,0,10,0.19787838049391804,0.034052010021810866,0.12270541237494059,0.3480963883686272,0.19095922916091934,0.018952022205052647,0.08735655737473107,Pastry,Other_Faults
0,8,0,14,0.18764317270647574,0.04461691813572064,0.08626684359599142,0.3898450049523541,0.16555200717449586,0.015710100952445925,0.11036595248251606,Pastry,Other_Faults
0,8,0,78,0.12125473891872109,0.06371365912470886,0.10977334367471783,0.38117664088525394,0.18247128427234366,0.012830052327535056,0.12878028079671922,Pastry,Other_Faults
0,8,0,62,0.30888557576527054,0.04557788495182567,0.08993761265021197,0.34563144863757933,0.08702992990524529,0.04034778275661014,0.08258976533325703,Pastry,Other_Faults
0,8,0,121,0.18002887897607367,0.03409282520822346,0.1035969649770637,0.3710070342049775,0.16790092690904415,0.015339829576395252,0.12803354014822196,Pastry,Other_Faults
0,8,0,5,0.17888603782894638,0.09128546524184163,0.0905080696703877,0.3612345547233693,0.16805150392290455,0.016488820621875143,0.09354554799067527,Pastry,Other_Faults
0,8,0,57,0.2010668143056823,0.03411010162893643,0.08470833772452896,0.38986250402718803,0.15799945229204673,0.018308892586462528,0.11394389743515487,Pastry,Other_Faults
0,8,0,12,0.19337616867227583,0.03833564288348756,0.12521261663723052,0.34391723998188084,0.19423070482854546,0.017043564493609862,0.08788406250296976,Pastry,Other_Faults
0,8,0,219,0.14434326512825602,0.057193143538528855,0.1130932259109449,0.3797571614055124,0.1663135329336842,0.01413167211248475,0.1251679989705885,Z_Scratch,Other_Faults
0,8,0,232,0.2591314192221772,0.01779333924686872,0.11231395554355494,0.3830078756620779,0.051310883815399444,0.06057488686934629,0.11586763964057545,Z_Scratch,Other_Faults
0,8,0,167,0.14138779358854472,0.04200634375362645,0.11304010937657448,0.3907385373515291,0.1577868909886918,0.013753331936512197,0.14128699300452094,Z_Scratch,Other_Faults
0,8,0,166,0.19416091254187443,0.01642126990025206,0.22370680319782,0.36829710967349993,0.052897522625581735,0.014661324701004319,0.12985505735996752,Z_Scratch,Other_Faults
0,8,0,172,0.2661272220797459,0.02538289037468379,0.08904071397792812,0.35215109799623684,0.11831805129895702,0.031799099574206624,0.11718092469824178,Z_Scratch,Other_Faults
0,8,0,283,0.26580937276263933,0.018355744571166736,0.09165984757826844,0.34120012624623064,0.06482406218897868,0.07251456918100098,0.1456362774717151,Z_Scratch,Other_Faults
0,8,0,347,0.15145681139786185,0.051118832164477636,0.10523679540042201,0.3812777718970781,0.17161951259505095,0.015768674391933555,0.12352160215317552,Z_Scratch,Other_Faults
0,8,0,229,0.2079953304987669,0.0237875050739345,0.12873417498613718,0.3929885586446379,0.07648158659589348,0.015662198985763806,0.15435064521486588,Z_Scratch,Other_Faults
0,8,0,247,0.2003010376794187,0.026916591762029048,0.11116495089498782,0.35440689837796896,0.17974522507333687,0.015215098071800905,0.1122501981404575,Z_Scratch,Other_Faults
0,8,0,163,0.23045541736701255,0.018067871391640553,0.1153641277794813,0.37930182375651983,0.041156126328483686,0.048950584662467884,0.166704048714394,Z_Scratch,Other_Faults
0,8,0,158,0.2580924636333252,0.019180937991040738,0.10045522173822598,0.4108267855150426,0.04310028266098504,0.04450856036206779,0.12383574809931262,Z_Scratch,Other_Faults
0,8,0,178,0.22229388133880457,0.022533161842472074,0.14639244350410383,0.39617663115176216,0.036299301747307555,0.03055671668667682,0.1457478637288728,Z_Scratch,Other_Faults
0,8,0,181,0.26091323524518645,0.021089398142574853,0.08735394559535713,0.3546257590668245,0.10053973333726308,0.030349445015386257,0.14512848359740776,Z_Scratch,Other_Faults
0,8,0,205,0.17730312147425697,0.030340950563794447,0.15222316530274846,0.40437525915739536,0.0793864288288412,0.014607331009234196,0.1417637436637293,Z_Scratch,Other_Faults
0,8,0,237,0.2386733072587403,0.036505220235149745,0.08417146113852743,0.3598528844533248,0.12003819138708925,0.03164679828893961,0.1291121372382288,Z_Scratch,Other_Faults
0,8,0,253,0.237299419718584,0.018548413226632553,0.16337027044112887,0.4403139742997866,0.03242954092408352,0.02175714052852021,0.08628124086126411,Z_Scratch,Other_Faults
0,8,0,246,0.25724685561798794,0.022816978633117834,0.14743606267329498,0.42325913154005945,0.04038031673812442,0.028453878370889352,0.08040677642652609,Z_Scratch,Other_Faults
0,8,0,269,0.17723290913391332,0.014585051821200855,0.30582274855070063,0.37997180358334887,0.03189501953950054,0.015303238462580184,0.07518922890875548,Z_Scratch,Other_Faults
0,8,0,312,0.2681921775950748,0.020810965136188856,0.09237080999439122,0.3651835731053408,0.09787606433409402,0.019749791540012714,0.1358166182948976,Z_Scratch,Other_Faults
0,8,0,795,0.17119254040148196,0.023965025503173476,0.12282802585319466,0.3630641234444258,0.05131932896894518,0.17461399557364934,0.09301696025512944,Stains,Other_Faults
0,8,0,788,0.22527192474375632,0.023143627265994265,0.10267913689239881,0.33547503802959616,0.07495076148270095,0.1564346530674645,0.0820448585180888,Stains,Other_Faults
0,8,0,746,0.22222381846800512,0.03256160008088751,0.08770695000518851,0.33690074530379227,0.09361386396861954,0.14977049733678385,0.07722252483672301,Stains,Other_Faults
0,8,0,754,0.3389082162535044,0.029563581451955354,0.0853007838290734,0.34479512243638816,0.05853779846599715,0.06789979730746275,0.07499470025561897,Stains,Other_Faults
0,8,0,772,0.27731133671567293,0.024677905703975826,0.1076871229490118,0.39002488760718707,0.039966643370428684,0.06707012435348585,0.09326197930023791,Stains,Other_Faults
0,8,0,810,0.19102245401586448,0.026993072081808858,0.11052322905082815,0.3117481351854992,0.056253196540063916,0.1903546949006851,0.11310521822525006,Stains,Other_Faults
0,8,0,797,0.19927227468668923,0.0282224385603868,0.0889307690919299,0.3068622134854458,0.0478069402006392,0.2623236801641787,0.06658168381073035,Stains,Other_Faults
0,9,0,1106,0.19865549039017363,0.07494531470485716,0.09118701374461706,0.39770313237454125,0.12301608591106934,0.019815362449335183,0.09467760042540632,Bumps,Other_Faults
0,9,0,1070,0.281794369842188,0.040757184272709635,0.08353167393682741,0.35572656407900427,0.12304864822643143,0.027147646805872578,0.08799391283696681,Bumps,Other_Faults
0,9,0,1132,0.3215458923088469,0.017407047738743544,0.1146704392223368,0.35054377543799814,0.04692364045276385,0.05890932753540306,0.08999987730390753,Bumps,Other_Faults
0,9,0,979,0.32256723576598034,0.023483968828261318,0.09741680579017332,0.33942598870413304,0.06557760217859042,0.07257788035545368,0.07895051837740792,Bumps,Other_Faults
0,9,0,1179,0.3017353825958382,0.018168341208818436,0.12088845989732303,0.34956981240394036,0.09178677415151693,0.02156253025347515,0.09628869948908815,Bumps,Other_Faults
0,9,0,1198,0.28316779924995394,0.017541231264303014,0.11774950765355414,0.35326555992219594,0.07919049273710517,0.01891403820284413,0.13017137097004403,Bumps,Other_Faults
0,9,0,1131,0.27481421518700744,0.03650646210411606,0.0824581363481056,0.363271168009941,0.12550336875356974,0.023663654961883367,0.09378299463537708,Bumps,Other_Faults
0,9,0,1033,0.3221958452495967,0.01419195045233388,0.09864421406949445,0.36067171103212486,0.0578569861389676,0.06815270598527573,0.07828658707220675,Bumps,Other_Faults
0,9,0,1257,0.22958269092613195,0.030228460148480223,0.08639841605764495,0.3674329413284791,0.16254019527131067,0.0212085197942493,0.10260877647370382,Bumps,Other_Faults
0,9,0,1093,0.27119313965615516,0.025951250859146274,0.09025571538847121,0.3759304123827853,0.11678354599474301,0.021159355661684462,0.09872658005701455,Bumps,Other_Faults
0,9,0,1051,0.3198628029884916,0.014895339727599748,0.12414098903616005,0.35710016525048066,0.05867931033122335,0.036483981992579254,0.0888374106734653,Bumps,Other_Faults
0,9,0,1050,0.2956321046250508,0.014597644028447805,0.10032461424753622,0.3504403146643238,0.05627178501831339,0.054338032057366446,0.12839550535896155,Bumps,Other_Faults
0,9,0,925,0.30295855851372655,0.020400991750869624,0.10231102565476143,0.3483092906494499,0.0858740410581418,0.02360894808450513,0.11653714428854592,Bumps,Other_Faults
0,9,0,874,0.2381759586055473,0.03194613787375023,0.08733689346335,0.3813379355124274,0.13686703166697034,0.021071583756832574,0.10326445912112213,Bumps,Other_Faults
0,9,0,894,0.26613029933904436,0.01603226979613114,0.09836645019240535,0.34499802474594987,0.0599382221355173,0.14296890598574874,0.07156582780520314,Bumps,Other_Faults
0,9,0,1122,0.1867472548127102,0.031996013005029564,0.08919486216733058,0.3597177588774633,0.18207656984677517,0.016283973254076906,0.1339835680366143,Bumps,Other_Faults
0,9,0,916,0.27583392096365567,0.01997914462547254,0.10282014433596613,0.3517376043288277,0.1046962867387445,0.018358606216508165,0.1265742927908254,Bumps,Other_Faults
0,9,0,1137,0.25580437813315354,0.02771615915635027,0.08855341591044347,0.3538912943411479,0.13255657001779633,0.023784925420305816,0.11769325702080272,Bumps,Other_Faults
0,9,0,917,0.24065515305471155,0.03656202072806017,0.08005544256838268,0.388562947017755,0.10941785166861105,0.02078298474894811,0.12396360021353157,Bumps,Other_Faults
0,9,0,1032,0.2439509095187765,0.03306198249921055,0.08720595361729373,0.3729163120206133,0.12083965301300087,0.02089740887583704,0.12112778045526809,Bumps,Other_Faults
0,9,0,1035,0.15942310274581703,0.01917352845961816,0.1855239479642997,0.4324687326090632,0.03392530039741281,0.06654790824671385,0.10293747957707511,Bumps,Other_Faults
0,9,0,962,0.34008478603485737,0.018138898595042773,0.11804621037266731,0.3404078312007981,0.053177037244558925,0.06356853459671533,0.06657670195536014,Bumps,Other_Faults
0,9,0,968,0.1893928526711028,0.08641948203964103,0.08173498327058891,0.35499652738551896,0.15825388952129196,0.030099980625487296,0.09910228448636911,Bumps,Other_Faults
0,9,0,954,0.27474575992741895,0.023714744328824037,0.0986049420021604,0.3355958790625683,0.09549103944169002,0.03395993080217295,0.13788770443516543,Bumps,Other_Faults
0,9,0,1214,0.2801366674529983,0.021320314808697224,0.1265924987097181,0.370281668249519,0.04784890028661539,0.04414127827666973,0.10967867221578224,Bumps,Other_Faults
0,9,0,999,0.2797329498609231,0.024035815621486826,0.09943028446802113,0.37541017793879744,0.0753356573814548,0.02635552583962128,0.11969958888969556,Bumps,Other_Faults
0,9,0,946,0.34695556891849644,0.014816897187306874,0.09685293727514489,0.34185274806654364,0.06314225102625587,0.05949716422768756,0.07688243329856473,Bumps,Bumps
0,9,0,1117,0.22799581449862688,0.01726197051258229,0.15606167967983295,0.40889367581571356,0.034740048934166975,0.04957152831395875,0.10547528224511843,Bumps,Other_Faults
0,9,0,998,0.28105332255264853,0.02562154272182247,0.09857984262250027,0.3727182849186164,0.11047799537693362,0.01684092436303915,0.09470808744443965,Bumps,Other_Faults
0,9,0,1108,0.2722422093930433,0.032874852008957726,0.09124712886584523,0.35816933321623123,0.1219275339778299,0.039461975343149124,0.08407696719494365,Bumps,Other_Faults
0,9,0,1157,0.18574745626671574,0.020750229280152084,0.22040566360713826,0.35609883317140034,0.07286574884937695,0.012613686056933814,0.13151838276828282,Bumps,Other_Faults
0,9,0,995,0.1960622914631891,0.024139128890723113,0.11496289386177494,0.4085560493274303,0.04264950299463627,0.11162588130336189,0.10200425215888415,Bumps,Other_Faults
0,9,0,1177,0.3556539155767785,0.023930961467414677,0.1002132141353596,0.3387299107146544,0.07753438864593402,0.027950617554402122,0.07598699190545675,Bumps,Bumps
0,9,0,1182,0.33927388951550425,0.019471123528367912,0.09351135692728646,0.35333572034304955,0.06487855695241027,0.04455733037453658,0.08497202235884516,Bumps,Other_Faults
0,9,0,1020,0.3174716432854297,0.02055013844438095,0.093923828566388,0.33903787098569715,0.1034558964883832,0.021955661467061672,0.1036049607626595,Bumps,Other_Faults
0,9,0,1128,0.3344502678633445,0.019903132624797683,0.11612638635338277,0.365713625160646,0.057574374159200775,0.03401248579341984,0.0722197280452086,Bumps,Other_Faults
0,9,0,1042,0.30394564379511446,0.023263561342473826,0.09514452314918374,0.33724750722746605,0.0626381333371968,0.11694690533335195,0.060813725815213264,Bumps,Other_Faults
0,9,0,1121,0.18712481318207302,0.043504633409611054,0.09315671418810345,0.368953657214665,0.18509330932941398,0.016125301024217685,0.10604157165191574,Bumps,Other_Faults
0,9,0,1094,0.24426080542580964,0.025460298664714866,0.08672768222383842,0.39489643669605384,0.10187887421355057,0.019291537676383308,0.1274843650996494,Bumps,Other_Faults
0,9,0,1004,0.24491846384728155,0.02319578063986832,0.10227849839826471,0.3957650016404874,0.036664935608539444,0.10082694899205027,0.09635037087350808,Bumps,Other_Faults
0,9,0,1484,0.164014433853337,0.0271802913940736,0.124202433135629,0.41409614856241406,0.1119202347613236,0.01281473914835082,0.14577171914487178,Other_Faults,Other_Faults
0,9,0,1400,0.2886822949021452,0.019254751452148708,0.12355674007938448,0.3865720979071476,0.038927674474305465,0.045343233638356725,0.09766320754651157,Other_Faults,Other_Faults
0,9,0,1752,0.2905391461058584,0.014971869906626105,0.11600137738161097,0.35903441135668535,0.053414289197283214,0.05864763939998698,0.10739126665194887,Other_Faults,Other_Faults
0,9,0,1668,0.13470951031853995,0.015501405280391565,0.412283310933925,0.292152678057125,0.06014434066516995,0.01139572596044952,0.07381302878439881,Other_Faults,K_Scratch
0,9,0,1326,0.23637010688189034,0.018773761705488803,0.11635437597583899,0.4299562137556498,0.05647183284778511,0.021363024900024886,0.12071068393332206,Other_Faults,Other_Faults
0,9,0,1767,0.2381262292400078,0.01546038623085382,0.17237605625299984,0.3978906168798876,0.042531692027413116,0.028747525663168724,0.104867493705669,Other_Faults,Other_Faults
0,9,0,1339,0.17547652243823464,0.033506917522324285,0.1159035402282016,0.421713790297579,0.11465522694970912,0.013565377488715027,0.12517862507523617,Other_Faults,Other_Faults
0,9,0,1439,0.3082060815117404,0.0266658465950313,0.09675608056145625,0.34142752086123435,0.1030202056308692,0.038047051854739104,0.08587721298492969,Other_Faults,Other_Faults
0,9,0,1660,0.3165968981478704,0.014839190766739643,0.1290680941402927,0.35051426691217613,0.05347935095278308,0.03593915439659773,0.09956304468354032,Other_Faults,Other_Faults
0,9,0,1342,0.29859098459386785,0.02306541234984941,0.09386869714097637,0.3552309157620155,0.0840034809743832,0.026962450217544776,0.11827805896136306,Other_Faults,Other_Faults
0,9,0,1420,0.34796930865663883,0.018147446646635836,0.11725341286392267,0.35089098459903456,0.052014488764072796,0.0363684759883834,0.07735588248131199,Other_Faults,Other_Faults
0,9,0,1893,0.20670339075864144,0.020385284998453684,0.20722475570945495,0.3815879406261275,0.03837512855373412,0.02940658026555311,0.11631691908803514,Other_Faults,Other_Faults
0,9,0,1574,0.12739466760956686,0.04700137140586198,0.16846508318147196,0.36170667317526245,0.13078279758446087,0.011639287238273042,0.1530101198051028,Other_Faults,Other_Faults
0,9,0,1575,0.13465746355101882,0.049035874197564396,0.11896611708040941,0.3878517420084602,0.15841222176316702,0.013111530507052462,0.1379650508923275,Other_Faults,Other_Faults
0,9,0,1736,0.2847513348999267,0.019511944358839163,0.1117757026073614,0.3675439548323268,0.08398592478928464,0.023201053404642805,0.10923008510761857,Other_Faults,Other_Faults
0,9,0,1667,0.2828790128803873,0.04388072073029701,0.0841312729879346,0.35542384752751843,0.11632018963903956,0.02398244764891257,0.09338250858591067,Other_Faults,Other_Faults
0,9,0,1776,0.25150602200524297,0.01786022751073865,0.13544765273102763,0.37949773570073736,0.03936469126966569,0.04059838956315199,0.1357252812194356,Other_Faults,Other_Faults
0,9,0,1939,0.20348268463422786,0.016973240311438768,0.2596607757938925,0.3490897384158829,0.04455069753044962,0.019864459249313328,0.10637840406479498,Other_Faults,Other_Faults
0,9,0,1464,0.3432550104928705,0.02178883006396612,0.10792814214453475,0.3551893577547067,0.07202644386440231,0.022879320776715298,0.07693289490280464,Other_Faults,Other_Faults
0,9,0,1495,0.14901426028925965,0.03601106341102026,0.13164662230015062,0.40241608845758736,0.120255584064699,0.012403890546626755,0.1482524909306563,Other_Faults,Other_Faults
0,9,0,1679,0.19394713750011353,0.01301372905663338,0.22339453435974957,0.4291361585737651,0.03406688883971668,0.02741440843618819,0.07902714323383372,Other_Faults,Other_Faults
0,9,0,1837,0.1806901920023089,0.03534827265517648,0.13470559719591452,0.41362992170262886,0.10596317965448859,0.018402806940891463,0.11126002984859111,Other_Faults,Other_Faults
0,9,0,1398,0.21841669624880505,0.035280189043179776,0.120685901710212,0.39786786728653906,0.09194822950798201,0.014811529628609486,0.12098958657467256,Other_Faults,Other_Faults
0,9,0,1596,0.19999673059018355,0.06823345230962957,0.07963415322090565,0.3560013510993466,0.152395717409876,0.028477201156789773,0.11526139421326893,Other_Faults,Other_Faults
0,9,0,1810,0.15423815097417645,0.022747101928097157,0.15527926507064443,0.3887127103510629,0.04331100218965796,0.14885686602956366,0.08685490345679733,Other_Faults,Other_Faults
0,9,0,1348,0.2214464214212693,0.03631409692201947,0.08039933450279634,0.36804052625582456,0.15753976208916237,0.02026670616408288,0.11599315264484522,Other_Faults,Other_Faults
0,9,0,1868,0.1531196219581115,0.02130219118359455,0.12923777272253956,0.5340857739036773,0.042419668305307565,0.05994410212464132,0.0598908698021279,Other_Faults,Other_Faults
0,9,0,1804,0.3211418670789645,0.015287904407246618,0.09681645969289,0.3555376298593477,0.05648072159349991,0.06921910812267676,0.08551630924537448,Other_Faults,Other_Faults
0,9,0,1724,0.2488362662363508,0.022551491576648517,0.11342451084777438,0.3750473005750722,0.10366601226938973,0.01643686435893969,0.12003755413582469,Other_Faults,Other_Faults
0,9,0,1614,0.22910390203768213,0.017981209778996,0.16005733302547745,0.42502294924568135,0.042579634630579524,0.02752323159941585,0.09773173968216772,Other_Faults,Other_Faults
0,9,0,1437,0.26583488052585647,0.018067826251783645,0.10676614612827803,0.40917307130136044,0.04673290818154754,0.04140120340350353,0.1120239642076703,Other_Faults,Other_Faults
0,9,0,1625,0.30853156900805306,0.014293093453586052,0.10419177486681415,0.34977295325369345,0.05908953103592458,0.045967616979369526,0.11815346140255908,Other_Faults,Other_Faults
0,9,0,1910,0.22982513965919923,0.016453182901357687,0.11628993348517414,0.4226474363224051,0.03329235421780493,0.05548741110626894,0.12600454230778982,Other_Faults,Other_Faults
0,9,0,1384,0.17841260802316342,0.016055619946935773,0.21611557813273727,0.47145171373688544,0.03719869603978652,0.021112268019728583,0.059653516100762805,Other_Faults,Other_Faults
0,9,0,1865,0.14723599356449232,0.024181648902571014,0.14448641352200703,0.5158607207552517,0.04292607482792502,0.0617559632175352,0.06355318521021745,Other_Faults,Other_Faults
0,9,0,1453,0.2514364003890769,0.01938426725637554,0.13786093579355949,0.34921307902660187,0.09638384834213555,0.015298723617754958,0.1304227455744957,Other_Faults,Other_Faults
0,9,0,1602,0.16596485103352487,0.011722283536389296,0.3536394505505313,0.321901899286573,0.038001138086635494,0.0171641979220112,0.09160617958433498,Other_Faults,K_Scratch
0,9,0,1462,0.29477802183320195,0.0351274321458924,0.12907516228073276,0.3440768315539006,0.08898920828161248,0.015470488534876016,0.09248285536978383,Other_Faults,Other_Faults
0,9,0,1734,0.23953904737063156,0.030398396790772338,0.10220001037375172,0.38214288355714715,0.10970398193042186,0.020773292060175624,0.11524238791709988,Other_Faults,Other_Faults
0,9,0,1336,0.17416141198103563,0.0647228599425802,0.0840101228374102,0.3672448390573341,0.19402100758301113,0.015652033445579007,0.10018772515304987,Other_Faults,Other_Faults
0,9,0,1806,0.2130501429541379,0.019315983673068297,0.15142932502231507,0.3975927805387412,0.03401030523708313,0.04396418834944336,0.1406372742252108,Other_Faults,Other_Faults
0,9,0,1906,0.19748913609514715,0.029273370593459264,0.1278241141682796,0.40261410216133314,0.03909502307912737,0.06378548352899703,0.13991877037365621,Other_Faults,Other_Faults
0,9,0,1584,0.21732539498190795,0.02772837549909374,0.12705250807026672,0.38045248377395974,0.0402445776063792,0.08355850513091706,0.12363815493747543,Other_Faults,Other_Faults
0,9,0,1413,0.33637778113581057,0.022806064833278454,0.09940360507163008,0.3483112893866815,0.07400422204357807,0.035676345591767224,0.08342069193725452,Other_Faults,Other_Faults
0,9,0,1708,0.11976559800878839,0.036175571577096124,0.23389898082804922,0.37766248029352617,0.10434597393364521,0.011685885981023436,0.1164655093778713,Other_Faults,Other_Faults
0,9,0,1381,0.13377679252309035,0.015017284935737459,0.30454543632289116,0.4429487319981169,0.03392117279015934,0.017279927863089045,0.052510653566915595,Other_Faults,Other_Faults
0,9,0,1296,0.24055524684618415,0.02311948822648913,0.11789489934494596,0.38601419316031804,0.10926432900472717,0.03203406311755965,0.09111778029977584,Other_Faults,Other_Faults
0,9,0,1570,0.3006238499909662,0.02508563630971274,0.10895496264163253,0.35804628114445924,0.09723205770442116,0.03743484045115256,0.07262237175765557,Other_Faults,Other_Faults
0,9,0,1887,0.1808574608322967,0.04180960748072668,0.07841383301906313,0.37912069455761627,0.16136000227340838,0.017365757599702866,0.14107264423718605,Other_Faults,Other_Faults
0,9,0,1722,0.2776552666487818,0.014502979798801939,0.1297114084376848,0.37132744492595554,0.05515673317068747,0.029231202224991253,0.12241496479309717,Other_Faults,Other_Faults
0,9,0,1299,0.21451671315662624,0.031188481622059238,0.10128287168202858,0.3871499126684927,0.12645105690177066,0.018927830363918506,0.1204831336051042,Other_Faults,Other_Faults
0,9,0,1735,0.24675178048478003,0.021651631610018266,0.10889456733462122,0.3937417483466215,0.09264540196897152,0.030978410463125505,0.10533645979186186,Other_Faults,Other_Faults
0,9,0,1452,0.32182041060906663,0.020635633507019514,0.10710298203202578,0.35453598233261524,0.09039507185634194,0.021522037125662728,0.08398788253726837,Other_Faults,Other_Faults
0,9,0,1798,0.24721428723829864,0.014769743826317133,0.09989428191012478,0.3919223716554652,0.04975498563196113,0.057406566017679704,0.13903776372015317,Other_Faults,Other_Faults
0,9,0,1457,0.3288422863928024,0.025979401713817005,0.08971725232895697,0.33554651687289394,0.06059678660735366,0.08461233879137192,0.07470541729280415,Other_Faults,Other_Faults
0,9,0,1274,0.2192993574094289,0.022463473692856062,0.09341768163273098,0.36782094922008035,0.180512998471904,0.017297167611368916,0.0991883719616309,Other_Faults,Other_Faults
0,9,0,1629,0.2738396363387098,0.04262185873386079,0.08243812206626489,0.3508487704137715,0.13069026509053283,0.03424533230451736,0.08531601505234292,Other_Faults,Other_Faults
0,9,0,1819,0.26709033267933213,0.04068905651417097,0.08286127962281684,0.3529965280672986,0.14159878305134468,0.02779737259390585,0.08696664747113104,Other_Faults,Other_Faults
0,9,0,1730,0.2688778095185917,0.019839316583065727,0.14357814165794233,0.366476516617218,0.07620178372428059,0.01903363557760143,0.10599279632130036,Other_Faults,Other_Faults
0,9,0,1471,0.3260572238393191,0.01770453999350857,0.09442468714921719,0.349075536448238,0.05880490531675561,0.07952487000635497,0.07440823724660664,Other_Faults,Other_Faults
0,9,0,1779,0.20240300838135064,0.013303612591642,0.28325372546647726,0.3360530106601104,0.03942486739769685,0.01995524237422529,0.1056065331284977,Other_Faults,Other_Faults
0,9,0,1717,0.22316028508772032,0.015606058736715863,0.14902282975586273,0.4095425753288471,0.03903091612079267,0.027921432608567345,0.13571590236149395,Other_Faults,Other_Faults
0,9,0,1445,0.3362949980328432,0.017244711804949554,0.09460075087019854,0.346324495258239,0.055297202848981326,0.08232638360782682,0.06791145757696156,Other_Faults,Other_Faults
0,9,0,1440,0.30693416158979037,0.018969492846836175,0.13284944911315655,0.35639764553871056,0.07043107591286699,0.0268699407529225,0.08754823424571694,Other_Faults,Other_Faults
0,9,0,1842,0.16006090217885208,0.043625034809083536,0.12874248406579436,0.4212722116300033,0.10846685172424628,0.017615454038026213,0.1202170615539941,Other_Faults,Other_Faults
0,9,0,1703,0.14561994023831532,0.054006585613350984,0.129429935011966,0.37113354388494246,0.13468452988944582,0.012293215747719173,0.15283224961426026,Other_Faults,Other_Faults
0,9,0,1634,0.31830193206781954,0.030508982101285952,0.0986480410741308,0.3350634290940439,0.10197347648543775,0.03814933026782121,0.07735480890946098,Other_Faults,Other_Faults
0,9,0,852,0.1340828018742934,0.18721057696881924,0.10552451722026612,0.33427606261441367,0.13854148729893276,0.014945293535377215,0.08541926048789762,Dirtiness,Other_Faults
0,9,0,847,0.19537764510954317,0.09515786107746899,0.08800559186553199,0.3438672546482474,0.18025124788757946,0.022350976804806418,0.07498942260682268,Dirtiness,Other_Faults
0,9,0,835,0.16702396169081957,0.02762227337856589,0.14087773040331375,0.4747741262515898,0.03497442381380423,0.06661662113614905,0.08811086332575742,Dirtiness,Other_Faults
0,9,0,816,0.14662756635424437,0.02999577847922763,0.1566356525684349,0.388297471255996,0.10323107920914192,0.012601356364010729,0.16261109576894442,Dirtiness,Other_Faults
0,9,0,812,0.14498969782618817,0.03567456796266115,0.1221764835049873,0.3935994406565614,0.13221186506646088,0.012403890546626755,0.15894405443651435,Dirtiness,Other_Faults
0,9,0,830,0.18366075488538716,0.02504517907086716,0.19465746545678705,0.4297566404288669,0.03350157205971147,0.03499249174567243,0.0983858963527077,Dirtiness,Other_Faults
0,9,0,433,0.10151484686490306,0.014093400496805276,0.5569029152746015,0.20426232573212297,0.04567900478925373,0.011094697386032255,0.06645280945628106,K_Scratch,K_Scratch
0,9,0,386,0.3147038249587575,0.0160998972318717,0.12002243890232933,0.3515198509437799,0.08480064657553704,0.020867749297666743,0.0919855920900578,K_Scratch,Other_Faults
0,9,0,416,0.10036417873670596,0.015512128965330179,0.5607166959888916,0.205771222601237,0.045473033393492165,0.011094697386032255,0.06106804292831064,K_Scratch,K_Scratch
0,9,0,455,0.10438400492239129,0.015984608592946963,0.5485607593311687,0.20877745337319534,0.04702182578862121,0.011474204027398478,0.06379714396427781,K_Scratch,K_Scratch
0,9,0,514,0.14648979239841714,0.013407034772679429,0.42706421581167997,0.27959511159327066,0.039719705019087254,0.015038260842079997,0.07868587956278547,K_Scratch,K_Scratch
0,9,0,536,0.11234753604458601,0.013207096551604522,0.5335543823153519,0.23213988939638397,0.034404023218806694,0.017002491785853998,0.057344580687412855,K_Scratch,K_Scratch
0,9,0,434,0.10712292503471142,0.011256549257585784,0.5746427033781979,0.19994496567158376,0.034793563711002104,0.012908023209901023,0.05933126973701779,K_Scratch,K_Scratch
0,9,0,441,0.12163321971502429,0.009295434891124034,0.5444372747605444,0.22938685346645865,0.026131345716949746,0.015090063388679981,0.05402580806121906,K_Scratch,K_Scratch
0,9,0,370,0.2901174292869444,0.013584749265925795,0.16950292398561742,0.3579572626793454,0.04745945259316828,0.04989977344256455,0.07147840874643405,K_Scratch,Other_Faults
0,9,0,670,0.10415875451476568,0.012421925095383403,0.5696819793792673,0.2116620637193459,0.03259592278658299,0.015646112501320777,0.05383324200333383,K_Scratch,K_Scratch
0,9,0,674,0.10380864733909964,0.01140982388526239,0.574773764001906,0.20907059098356612,0.03259592278658299,0.015594566109568199,0.052746684894014656,K_Scratch,K_Scratch
0,9,0,391,0.09259561299004476,0.033393441033529446,0.2875294041506011,0.343880967076684,0.12075990100853795,0.010352706000175653,0.11148796774042724,K_Scratch,Other_Faults
0,9,0,489,0.10868556766787106,0.011534854127921015,0.5735764015283028,0.19659943475152755,0.03579955675338035,0.012937529851267247,0.06086665531972974,K_Scratch,K_Scratch
0,9,0,376,0.22176451644131828,0.033205210265083135,0.14711634450053865,0.3498975832619726,0.10657399102971596,0.06704452342498873,0.07439783107638269,K_Scratch,Other_Faults
0,9,0,458,0.10813829791386073,0.014990787584376107,0.550097415913106,0.2080224232828746,0.04503969673472155,0.011441200727068446,0.06227017784399234,K_Scratch,K_Scratch
0,9,0,712,0.11037957131639636,0.011220452538489158,0.5615418775557629,0.2151576133103298,0.03182629415226784,0.015646112501320777,0.054228078625433176,K_Scratch,K_Scratch
0,9,0,485,0.10739675881334389,0.014371705367140507,0.5394370813627514,0.2083038586767641,0.046953900270656365,0.011441200727068446,0.0720954947822752,K_Scratch,K_Scratch
0,9,0,480,0.10426776245665627,0.014371705367140507,0.5436531535350344,0.20774869026793713,0.046709997831631975,0.011474204027398478,0.07177448651420101,K_Scratch,K_Scratch
0,9,0,507,0.11252685757348871,0.01106348519349053,0.5535771654937874,0.21355756542380622,0.033785589007357994,0.013924368715921526,0.06156496859214746,K_Scratch,K_Scratch
0,9,0,645,0.10425998412684766,0.011429157179538565,0.5760654832582942,0.20555694723966347,0.03259592278658299,0.016531159681908377,0.0535613457271647,K_Scratch,K_Scratch
0,9,0,675,0.10323306442746676,0.011310813984272292,0.5786305674184016,0.2061905260096834,0.032401370257400114,0.015643585717411337,0.052590072185364524,K_Scratch,K_Scratch
0,9,0,730,0.13148300642613195,0.011908043664910852,0.46019196293153913,0.27754101310631674,0.03510871693632224,0.016633088066000435,0.06713416886877853,K_Scratch,K_Scratch
0,9,0,513,0.10986379149398219,0.013149483144918291,0.5321220884302492,0.21610973366140374,0.04498777560940975,0.011474204027398478,0.07229292363263812,K_Scratch,K_Scratch
0,9,0,679,0.10355797308766317,0.012421925095383403,0.5714642716891857,0.21117525059683856,0.03259592278658299,0.015594566109568199,0.05319009063477794,K_Scratch,K_Scratch
0,9,0,500,0.10957180749642033,0.011153846639273664,0.5527348777300949,0.21548914471558117,0.03453860105555077,0.013823012383915041,0.06268870997916408,K_Scratch,K_Scratch
0,9,0,383,0.19332746737271897,0.014206143443836092,0.28004043636282494,0.36608965304266206,0.048041620870307195,0.025081082176952475,0.07321359673069817,K_Scratch,Other_Faults
0,9,0,665,0.100362043799435,0.011158889397340103,0.5835442712366943,0.20421546242657082,0.03209510416887746,0.014007819012951277,0.054616409958130954,K_Scratch,K_Scratch
0,9,0,603,0.10447322527499966,0.010111038261486063,0.5771305409956347,0.20651609620646036,0.030598860330927215,0.01493275873758254,0.05623748019290935,K_Scratch,K_Scratch
0,9,0,380,0.28213164083193587,0.020544083651612942,0.16433303225731596,0.36186408924377794,0.0667986319913723,0.03033047131426638,0.07399805070971878,K_Scratch,Other_Faults
0,9,0,697,0.2309488027686103,0.015237640142081996,0.14994285664942283,0.3947735138437738,0.0437711234897541,0.049928968760597464,0.1153970943457596,K_Scratch,Other_Faults
0,9,0,394,0.09755467109302718,0.01106237450030423,0.6007735773479037,0.18847030725228173,0.0340728284151908,0.012506476818148444,0.05555976457314369,K_Scratch,K_Scratch
0,9,0,542,0.10603975113105235,0.01138188438620242,0.5659645779051788,0.21122222554898257,0.03362467099208605,0.01734124793678304,0.0544256420997147,K_Scratch,K_Scratch
0,9,0,694,0.10330261695664963,0.011310813984272292,0.5782184463252844,0.20618290002108838,0.03259592278658299,0.015643585717411337,0.052745714208710825,K_Scratch,K_Scratch
0,9,0,686,0.10295526409385963,0.011158889397340103,0.5751049346518236,0.2081674569564282,0.03227304011193796,0.014007819012951277,0.0563325957756592,K_Scratch,K_Scratch
0,9,0,502,0.10426776245665627,0.014371705367140507,0.543176963058844,0.20932011883936572,0.046709997831631975,0.011474204027398478,0.07067924841896292,K_Scratch,K_Scratch
0,9,0,447,0.1096160293712517,0.010820756091631932,0.568405779947251,0.2038877275748021,0.033702753212553185,0.013865014091359991,0.059701939711149926,K_Scratch,K_Scratch
0,9,0,404,0.1014329031774463,0.0140244349795639,0.554447173888971,0.20603685882378198,0.04993598892272501,0.011061694085702223,0.06306094612180944,K_Scratch,K_Scratch
0,9,0,369,0.2899615178938453,0.014656260148370792,0.17025171989420837,0.34964155791002194,0.0558828085304419,0.053731644014433116,0.0658744916086784,K_Scratch,Other_Faults
0,9,0,368,0.2496658402280482,0.020005429519047328,0.13495233788597855,0.3812112274678379,0.09165899579855612,0.03718576533732668,0.08532040376320513,K_Scratch,Other_Faults
0,9,0,101,0.23569470111452162,0.03184256824494481,0.08976264979953054,0.3792409335515268,0.1300328101524852,0.01967578298035898,0.1137505541566322,Pastry,Other_Faults
0,9,0,148,0.15953716938985832,0.06623570611989642,0.10658571227503122,0.35625021146526253,0.18363744611074356,0.013597547120714043,0.11415620751849405,Pastry,Other_Faults
0,9,0,8,0.26519184669818247,0.02124567974185752,0.10461495438770782,0.3764417415400077,0.12806258583857688,0.017781276874614213,0.08666191491905342,Pastry,Other_Faults
0,9,0,138,0.2622837762155252,0.030086502040951365,0.08637588906632226,0.37795814499904984,0.12038925574014081,0.020577118934531746,0.10232931300347882,Pastry,Other_Faults
0,9,0,32,0.22017257773020762,0.03934039160778902,0.10159938762727429,0.36912339779627873,0.1547268242906465,0.02346227242116582,0.0915751485266382,Pastry,Other_Faults
0,9,0,131,0.16147856768971752,0.04200022737706474,0.13585934470880232,0.3759383118856024,0.12820201403793088,0.013432940952800983,0.14308859334808116,Pastry,Other_Faults
0,9,0,2,0.2337123991285271,0.06738905734435002,0.08369380172447377,0.33250919233793397,0.14645031424281688,0.05023164512486653,0.08601359009703195,Pastry,Other_Faults
0,9,0,143,0.23047797914443374,0.034547915789585895,0.08442665729018156,0.3622082907772813,0.15564358734699946,0.021223310775164702,0.11147225887635347,Pastry,Other_Faults
0,9,0,49,0.30471766083556967,0.03524947955259633,0.08863467836825575,0.3417165572921932,0.10549030437930823,0.05193531009384133,0.0722560094782357,Pastry,Other_Faults
0,9,0,108,0.24398702482530027,0.03533698680172929,0.08318320844346459,0.3860961938452697,0.1093284367780131,0.020841923276556235,0.12122622602966691,Pastry,Other_Faults
0,9,0,147,0.22695247350091058,0.023929823897740614,0.09624770192899516,0.3689899331196652,0.15980964700819666,0.018848780273779873,0.10522164027071197,Pastry,Other_Faults
0,9,0,117,0.17100831396442984,0.045227109455398956,0.10150893583045682,0.3541682737722242,0.19578193621459813,0.01582432514938366,0.1164811056135084,Pastry,Other_Faults
0,9,0,74,0.28023400568706824,0.02494577062242004,0.09755903456697697,0.36546226911393626,0.10419265980767138,0.0397670594846973,0.08783920071722989,Pastry,Other_Faults
0,9,0,146,0.17168859955713528,0.03790865920497295,0.11315576066281526,0.3415412528345042,0.19995289692413531,0.014163864644558372,0.12158896617187862,Pastry,Other_Faults
0,9,0,7,0.22721344175903405,0.024875014676512066,0.12513519779929375,0.3976552636643801,0.11034743825333085,0.0232132401237115,0.09156040372373754,Pastry,Other_Faults
0,9,0,324,0.17743864220410221,0.05371725184049356,0.08568307716510738,0.36767386091500653,0.17758071289747218,0.0169000439099356,0.12100641106788265,Z_Scratch,Other_Faults
0,9,0,160,0.22379749735384538,0.025908440962965386,0.11444688011670838,0.37179874150418607,0.09019359281913605,0.015380763882459524,0.15847408336069937,Z_Scratch,Other_Faults
0,9,0,233,0.20259004566959224,0.013356232717449621,0.22511011785370394,0.36740170169020314,0.04181666717897748,0.02117093702295412,0.12855429786711953,Z_Scratch,Other_Faults
0,9,0,187,0.26059796166764154,0.018326974663616588,0.1157600370756467,0.3684865794707357,0.0504989863029521,0.04680435932733115,0.13952510149207625,Z_Scratch,Other_Faults
0,9,0,231,0.22710215560149166,0.021169952129192798,0.12060058290732087,0.38541259602269234,0.05304804049735885,0.09747325600217766,0.09519341683976562,Z_Scratch,Other_Faults
0,9,0,238,0.15042813143267295,0.04608514081687109,0.1549730793044031,0.38049541680941074,0.10551575117716781,0.012333984290715264,0.1501684961687589,Z_Scratch,Other_Faults
0,9,0,213,0.13340766679922814,0.026980344947639682,0.2088698871471037,0.3758020417015536,0.10605637529311135,0.01186970198481682,0.13701398212654667,Z_Scratch,Other_Faults
0,9,0,197,0.1834857596606646,0.04827687392601398,0.1157985942935856,0.40252317818688077,0.12310457463164771,0.014086831423108792,0.1127241878780984,Z_Scratch,Other_Faults
0,9,0,227,0.1320836892636437,0.049493429766710235,0.25237258764635095,0.3830981117407106,0.08849647552634027,0.011872086277475245,0.08258361977876881,Z_Scratch,Other_Faults
0,9,0,343,0.2192198724406223,0.03585322595945129,0.0878084212881128,0.38753655978932744,0.11745688083480672,0.01884231786111506,0.13328272182656448,Z_Scratch,Other_Faults
0,9,0,225,0.21579371246693732,0.025928401058319978,0.0944196631129472,0.39437559185714977,0.09778785202228756,0.019282374514909443,0.15241240496744893,Z_Scratch,Other_Faults
0,9,0,243,0.1867315510047915,0.05201899795951933,0.07396487341032941,0.36469018232176004,0.13939370376986676,0.03886713034525452,0.14433356118847857,Z_Scratch,Other_Faults
0,9,0,218,0.17316096708902443,0.02184755060237691,0.20779095435965939,0.3581920075174849,0.07649671100245418,0.012322893609156395,0.1501889158198439,Z_Scratch,Other_Faults
0,9,0,165,0.13038299272052725,0.029488994846583107,0.20608278988446546,0.38453892037302523,0.09433252018401568,0.011993004947395448,0.14318077704398766,Z_Scratch,Other_Faults
0,9,0,159,0.2404122081411642,0.018538004026963876,0.1159987857410547,0.37994137241525905,0.06300411109796454,0.09534839273135873,0.08675712584623466,Z_Scratch,Other_Faults
0,9,0,342,0.12151925445553942,0.05848131481115724,0.13972068263559298,0.36829146910081406,0.15612746620142348,0.011558628648591727,0.14430118414688098,Z_Scratch,Other_Faults
0,9,0,234,0.22326136529384916,0.02031259537090517,0.109131686004772,0.37589943852632934,0.05484192362362568,0.09918879413553236,0.1173641970449863,Z_Scratch,Other_Faults
0,9,0,170,0.21472344562671694,0.028462838359992224,0.09607932897554006,0.38626844754765555,0.11431784756936983,0.018851021328074133,0.14129707059265123,Z_Scratch,Other_Faults
0,9,0,168,0.15195098935969653,0.03365142753445087,0.133225012437486,0.3959847684035436,0.11729706962347437,0.01237094161746695,0.15551979102388155,Z_Scratch,Other_Faults
0,9,0,776,0.20183726179883288,0.023538320742759012,0.10137502125898762,0.39430981668710835,0.04189797160389999,0.16640915984127166,0.0706324480671403,Stains,Other_Faults
0,9,0,783,0.2624384520888506,0.020910334297598566,0.0824359082713096,0.3048330985439572,0.05614901335651459,0.1995681344579203,0.07366505898384922,Stains,Other_Faults
0,9,0,740,0.19376527018581322,0.019161779895743705,0.11372371805545964,0.3325158320422781,0.052945809367578756,0.21752644233589463,0.07036114811723188,Stains,Other_Faults
0,9,0,751,0.19704872748357083,0.020470190923668787,0.10195534371892762,0.3347009361372953,0.05017356187819647,0.2377752766643155,0.057875963194025326,Stains,Other_Faults
0,9,0,789,0.17311532654302048,0.021549867288739394,0.13415530558521183,0.39684091610279326,0.04499539221243826,0.13821852064341913,0.09112467162437748,Stains,Other_Faults
0,9,0,763,0.20961513585992164,0.02276926937486255,0.08863111768325208,0.3164792218993414,0.056010377469696164,0.2537710185978615,0.05272385911506456,Stains,Other_Faults
0,9,0,794,0.2415169035373824,0.023084548439998222,0.0826336736035173,0.31663467205087753,0.05447243650770632,0.21047415219526042,0.07118361366525773,Stains,Other_Faults
0,9,0,806,0.23570071163052467,0.01722379276331648,0.09465025097872996,0.3356206370150296,0.05412118645538613,0.14484779222895647,0.11783562892805667,Stains,Other_Faults