% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Mon Apr  9 18:45:48 2018
% Created by run_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
0,0,0,1136,0.7363371907246525,0.0009191919191919193,0.005848168498168498,0.21887908149641894,0.022796534622927807,0.014585633604441652,0.0006341991341991342,Bumps,Bumps
0,0,0,867,0.2728524183676664,0.0,0.10090520856852125,0.5637614267225725,0.0,0.0,0.06248094634124042,Other_Faults,Bumps
0,0,0,887,0.7226633158722948,0.0043293872793872794,0.009204784104784106,0.18670530839989058,0.05438984903984904,0.01972200176844139,0.002985353535353536,Bumps,Bumps
0,0,0,983,0.798969378041979,0.00357803666921314,0.008055447330447331,0.17477865595017297,0.007060120108649522,0.0073083618995383685,0.00025,Bumps,Bumps
0,0,0,959,0.6320902645084535,0.0030508804920569626,0.0,0.3610288183694531,0.0017919413919413921,0.0,0.002038095238095238,Bumps,Bumps
0,0,0,947,0.9253406177156178,0.0008365384615384616,0.0,0.060533805410276004,0.013289038412567827,0.0,0.0,Bumps,Bumps
0,0,0,1188,0.4786260764261536,0.0023101953601953598,0.00496583694083694,0.442291357206605,0.06382635705367902,0.002649465240641711,0.005330711771888243,Bumps,Bumps
0,0,0,1176,0.8557802102554123,0.0003333333333333333,0.0015011201359027445,0.14186785375786937,0.00036363636363636367,0.0,0.00015384615384615385,Bumps,Bumps
0,0,0,1068,0.4022956598015287,0.0,0.0,0.4589123339333223,0.08025930840745088,0.01108867292837881,0.04744402492931905,Other_Faults,Bumps
0,0,0,976,0.3693327656433695,0.28632221313258477,0.0018710317460317461,0.266473297076161,0.07254510828009286,0.00035384615384615386,0.0031017379679144385,Bumps,Bumps
0,0,0,966,0.3457008607835233,0.0011115384615384616,0.0,0.5941593264578559,0.02937362229273994,0.0,0.0296546520043424,Other_Faults,Bumps
0,0,0,1165,0.7357573548858083,0.0005,0.0013892875240701327,0.25883064696741165,0.0033977106227106226,0.0,0.000125,Bumps,Bumps
0,0,0,1161,0.6963348946547084,0.004995631123262703,0.0018642857142857144,0.28223430383685794,0.0004523809523809523,0.0006428571428571428,0.013475646575646575,Bumps,Bumps
0,0,0,1007,0.28992452441779093,0.0007532467532467532,0.0004,0.44366765567593747,0.21117932764689748,0.00782390158860747,0.04625134391752037,Other_Faults,Bumps
0,0,0,1262,0.6299506377620527,0.008011549269444007,0.002417748917748917,0.304300318273656,0.04837358915594209,0.0,0.006946156621156621,Bumps,Bumps
0,0,0,1054,0.742080468284725,0.0004969696969696969,0.0,0.2506719126676557,0.004053246753246752,0.0005454545454545454,0.002151948051948052,Bumps,Bumps
0,0,0,1244,0.4239344653626385,0.011510419972184677,0.011274869574869572,0.4811994727012866,0.034704635454059996,0.003637484737484738,0.033738652197475724,Other_Faults,Bumps
0,0,0,1010,0.5578727209842398,0.0008222222222222222,0.00025,0.38772107322464733,0.04000803402823525,0.0017835497835497836,0.011542399757105637,Bumps,Bumps
0,0,0,1166,0.7319151702270896,0.0007,0.0024994172494172493,0.26354331850639895,0.0007760683760683761,0.0003076923076923077,0.0002583333333333333,Bumps,Bumps
0,0,0,1076,0.5529986510651371,0.0005416666666666666,0.011015268065268065,0.4196710561883935,0.008501141342317813,0.005930275280275281,0.001341941391941392,Bumps,Bumps
0,0,0,928,0.7684462564782999,0.003416025641025641,0.0,0.2053629981559548,0.02125956820956821,0.0007333333333333333,0.0007818181818181817,Bumps,Bumps
0,0,0,1223,0.9578438861791804,0.00023529411764705883,0.0,0.03890018478253772,0.0002777777777777778,0.0,0.0027428571428571424,Bumps,Bumps
0,0,0,958,0.6349573240055437,0.0012794297206061912,0.0,0.35638921700074944,0.00737402927310048,0.0,0.0,Bumps,Bumps
0,0,0,1167,0.88621671433142,0.0003333333333333333,0.002334265734265735,0.10830566329095741,0.0025023310023310017,0.0003076923076923077,0.0,Bumps,Bumps
0,0,0,931,0.8961295735310436,0.0,0.0002857142857142857,0.09410898790751732,0.0086479464979465,0.0,0.0008277777777777778,Bumps,Bumps
0,0,0,1261,0.5417684694562405,0.005242635142635143,0.0049511544011544015,0.3938022639383318,0.027242721777706286,0.0,0.026992755283931753,Bumps,Bumps
0,0,0,1064,0.5665210226735768,0.0005371794871794871,0.0,0.427309580057026,0.002943600843600844,0.0003333333333333333,0.0023552836052836055,Bumps,Bumps
0,0,0,914,0.8920108132064016,0.005406349206349206,0.0,0.08709648097001038,0.013586356617238973,0.0005,0.0014,Bumps,Bumps
0,0,0,1085,0.51853455432036,0.009121148785854669,0.00942899877899878,0.3975497576954534,0.05630800547062154,0.00905753494871142,0.0,Bumps,Bumps
0,0,0,1082,0.3332305839013741,0.002834343434343434,0.13946690031674552,0.4182565630332187,0.10126377381648283,0.0013333333333333333,0.003614502164502165,Other_Faults,Bumps
0,0,0,1006,0.31834980435838217,0.001,0.0004857142857142857,0.4834894419388362,0.057985624300020557,0.02402310434663376,0.11466631077041305,Other_Faults,Bumps
0,0,0,977,0.33066782488237617,0.20378747772695135,0.0024752747252747252,0.31691493725908854,0.1421107263875504,0.0,0.004043759018759018,Bumps,Bumps
0,0,0,1026,0.7456905630575136,0.005202830502830504,0.0,0.2141017136716055,0.034627699785594525,0.0,0.0003771929824561403,Bumps,Bumps
0,0,0,986,0.3703824453066712,0.025650265377896952,0.014933333333333333,0.568692240834501,0.00926708340678929,0.005831810672987143,0.005242821067821068,Other_Faults,Bumps
0,0,0,937,0.9048452015820436,0.0,0.00043956043956043956,0.08515865391918023,0.009269404572036151,0.0,0.00028717948717948716,Bumps,Bumps
0,0,0,1013,0.7585924089072568,0.0,0.0,0.19105349287757775,0.03739300951026956,0.0021910256410256406,0.010770063063871111,Bumps,Bumps
0,0,0,1253,0.05151319334260508,0.00011764705882352942,0.0,0.03037659709571473,0.18555031798267088,0.0,0.7324422445201861,Z_Scratch,Bumps
0,0,0,1096,0.3520684802125979,0.013639274614274614,0.07291466735878499,0.2444162474350554,0.28652636012078747,0.0006000000000000001,0.029834970258499665,Bumps,Bumps
0,0,0,965,0.7327621311351187,0.0005333333333333334,0.01604713897213897,0.2377562837832961,0.0032124458874458876,0.00036363636363636367,0.009325030525030526,Bumps,Bumps
0,0,0,993,0.5492989319160372,0.08860137043898657,0.0010666666666666667,0.3378740281390435,0.0032492063492063497,0.0003333333333333334,0.019576463156726308,Bumps,Bumps
0,0,0,877,0.17162585279357725,0.00478030303030303,0.026732345105874508,0.7709235842073298,0.002652331002331002,0.01786930569430569,0.005416278166278167,Other_Faults,Bumps
0,0,0,1494,0.020853477894654363,0.0028912698412698412,0.004753391053391054,0.7187515502299558,0.2502518982823163,0.0,0.002498412698412698,Other_Faults,Other_Faults
0,0,0,1651,0.5798570801661361,0.008884883537515115,0.013535283954092004,0.28606020028303325,0.08920599411768147,0.007275936928568508,0.015180621012973955,Bumps,Other_Faults
0,0,0,1623,0.48053716489049325,0.00684908424908425,0.0,0.5020057154747555,0.004910542235542236,0.00014285714285714284,0.005554636007267586,Other_Faults,Other_Faults
0,0,0,1588,0.09646518525334315,0.0055821428571428576,0.014767909867909868,0.22235632243573417,0.6556372696447004,0.0008993506493506494,0.004291819291819292,Pastry,Other_Faults
0,0,0,1386,0.09442296529579815,0.0002,0.13158000284029697,0.7593990354159089,0.0,0.0007023809523809524,0.013695615495615498,Other_Faults,Other_Faults
0,0,0,1901,0.1517849202225363,0.009478138528138528,0.0,0.7924904170219188,0.02472933732933733,0.003557142857142857,0.017960044040926396,Other_Faults,Other_Faults
0,0,0,1513,0.20196589778470583,0.007448030727442494,0.004634261352682406,0.7364077246884526,0.04041014716277873,0.0,0.009133938283938284,Other_Faults,Other_Faults
0,0,0,1613,0.12468459619156226,0.0,0.1758061612106504,0.6635924252733857,0.0014285714285714286,0.0,0.03448824589583102,Other_Faults,Other_Faults
0,0,0,1380,0.0772191501652802,0.0016071428571428571,0.003809748584748585,0.8979029094830181,0.00048717948717948715,0.00013333333333333334,0.0188405360892977,Other_Faults,Other_Faults
0,0,0,1876,0.04224503274503273,0.0026017316017316015,0.012105450105450109,0.9339768231768232,0.0034956654456654453,0.004741963591963591,0.0008333333333333333,Other_Faults,Other_Faults
0,0,0,1290,0.024558357895973992,0.012575541125541123,0.022503552003552,0.8234092206297318,0.1142994567266239,0.0002714932126696833,0.002382378405907818,Other_Faults,Other_Faults
0,0,0,1685,0.04364511807422025,0.0935960555698172,0.011473179271708685,0.8027697211800926,0.011212566518448873,0.001851190476190476,0.03545216890952186,Other_Faults,Other_Faults
0,0,0,1478,0.5705454820806984,0.0003333333333333333,0.0009047619047619046,0.334857780643849,0.04437638006128716,0.0040119047619047625,0.04497035721416527,Bumps,Other_Faults
0,0,0,1745,0.19520379918499117,0.0,0.0005428571428571429,0.7547134380183618,0.011716235192396184,0.015991137308272858,0.021832533153121374,Other_Faults,Other_Faults
0,0,0,1321,0.025788830759883388,0.0,0.01345695970695971,0.9532695608485083,0.0009857142857142857,0.0011333333333333332,0.0053656010656010665,Other_Faults,Other_Faults
0,0,0,1795,0.24187019360068912,0.002605263157894737,0.0,0.6228170544711567,0.12144131050408148,0.003425152625152625,0.007841025641025642,Other_Faults,Other_Faults
0,0,0,1285,0.23930990974110175,0.027960733710733696,0.011968104118104117,0.43843482085509994,0.10340590847061439,0.0008285936285936286,0.178091929475753,Other_Faults,Other_Faults
0,0,0,1822,0.12155750813513977,0.0,0.0,0.7494148826577621,0.039251015049621855,0.006340177306353777,0.08343641685112274,Other_Faults,Other_Faults
0,0,0,1617,0.07569452156031108,0.0,0.3152053358921779,0.517595168934952,0.003309090909090909,0.0,0.0881958827034678,Other_Faults,Other_Faults
0,0,0,1529,0.04078107376799327,0.01881500166500166,0.04963827720267346,0.5011428601841915,0.3815157442230975,0.0,0.008107042957042957,Other_Faults,Other_Faults
0,0,0,1877,0.07825899299359049,0.0016525974025974027,0.009194871794871795,0.6916341438575182,0.15855007500239704,0.005179986679986679,0.055529332269038126,Other_Faults,Other_Faults
0,0,0,1352,0.09621049868604054,0.0,0.2933908929821467,0.5909315162735442,0.0,0.0008,0.01866709205826853,Other_Faults,Other_Faults
0,0,0,1788,0.14081309559034016,0.0010023310023310023,0.05271427183927182,0.7704372238614502,0.014625437307790253,0.01128034547152194,0.009127294927294928,Other_Faults,Other_Faults
0,0,0,1325,0.04260201465201466,0.00036363636363636367,0.025242113442113447,0.9170053862803862,0.00043956043956043956,0.0015493506493506493,0.012797938172938174,Other_Faults,Other_Faults
0,0,0,1401,0.7058092447198484,0.0005555555555555556,0.00015384615384615385,0.29050469710028515,0.00044551282051282046,0.0,0.002531143649951699,Bumps,Other_Faults
0,0,0,1912,0.08586082316376438,0.0002222222222222222,0.22949513566928423,0.5308580846226362,0.0008888888888888888,0.0012174825174825175,0.15145736291572212,Other_Faults,Other_Faults
0,0,0,1844,0.06526456549126829,0.0062787114845938375,0.02486496640614287,0.8901628771641159,0.004673243423243423,0.005036652236652236,0.0037189837939837944,Other_Faults,Other_Faults
0,0,0,1603,0.048021265250057794,0.006135592185592186,0.005156855073031543,0.5328861105526745,0.3903438998823671,0.00016666666666666666,0.017289610389610386,Other_Faults,Other_Faults
0,0,0,1801,0.10052759576165152,0.000125,0.00025,0.801113349284015,0.07114533566708489,0.011371048069577479,0.01546767121767122,Other_Faults,Other_Faults
0,0,0,1737,0.048086847629494694,0.012372048213224681,0.02365581052933993,0.4686706024195964,0.44675315274680605,0.0,0.0004615384615384616,Other_Faults,Other_Faults
0,0,0,1354,0.04281071200041787,0.0002222222222222222,0.23219474256393746,0.6630716346862633,0.0023176767676767675,0.0005882352941176471,0.058794776465364684,Other_Faults,Other_Faults
0,0,0,1851,0.0246795399045399,0.006759663865546219,0.006408910533910533,0.9408084489040374,0.007412332112332113,0.001969435792965205,0.01196166888666889,Other_Faults,Other_Faults
0,0,0,1791,0.4097918676181059,0.04962817798816251,0.0008791208791208791,0.4844307634745714,0.010479437959701117,0.009053002553002553,0.03573762952733541,Other_Faults,Other_Faults
0,0,0,1714,0.1416911838075925,0.19122563418693453,0.021113960386019197,0.4406959408668388,0.13448150041393084,0.00023333333333333333,0.07055844700535104,Other_Faults,Other_Faults
0,0,0,1769,0.11304736079194282,0.0009267399267399268,0.022696532552414904,0.8249408282549924,0.0029190476190476193,0.012266749916749912,0.02320274093811245,Other_Faults,Other_Faults
0,0,0,1532,0.26378464384772443,0.006841845083021553,0.011156861559493143,0.6235592667824094,0.08924331901328805,0.0007858585858585858,0.004628205128205128,Other_Faults,Other_Faults
0,0,0,1759,0.08895776212951136,0.0,0.009993542568542567,0.7230277851663299,0.0,0.0,0.17802091013561608,Other_Faults,Other_Faults
0,0,0,1355,0.21683682080733163,0.0016719298245614037,0.027961715735245137,0.7285484622188958,0.002585129490392648,0.013241640669272246,0.009154301254301254,Other_Faults,Other_Faults
0,0,0,1740,0.10307040116746,0.0007532467532467532,0.053295934749804715,0.8316701692442409,0.003710614385614385,0.0028442002442002445,0.004655433455433456,Other_Faults,Other_Faults
0,0,0,1604,0.3505603484063237,0.00014285714285714284,0.09691258610670375,0.5179581530268836,0.03177578059195704,0.0015645604395604395,0.0010857142857142858,Other_Faults,Other_Faults
0,0,0,1481,0.02409882421500068,0.0045170718170718166,0.004762770562770562,0.7363171052803403,0.20427936083524323,0.00011764705882352942,0.025907220230749633,Other_Faults,Other_Faults
0,0,0,1698,0.02050975397151868,0.007357717772423654,0.016494779077132017,0.9158916416916414,0.03795086939204586,0.0,0.0017952380952380954,Other_Faults,Other_Faults
0,0,0,1793,0.16994507499724232,0.0351952793938088,0.01605293676911324,0.40426978805851876,0.33353761453201086,0.0015475912975912978,0.03945171495171494,Other_Faults,Other_Faults
0,0,0,1657,0.1922436244611941,0.009724066576698154,0.04602505990741285,0.7064882888697126,0.01631507477730388,0.009991980241980242,0.019211905165697738,Other_Faults,Other_Faults
0,0,0,1620,0.281549087608298,0.0012689255189255188,0.00018181818181818183,0.6938892104971054,0.01627056729819888,0.0004761904761904762,0.006364200419463577,Other_Faults,Other_Faults
0,0,0,1273,0.21343390976853419,0.015071326729685863,0.002405844155844156,0.35507525326037226,0.38074365700967194,0.0020679320679320677,0.03120207700795936,Pastry,Other_Faults
0,0,0,1569,0.6646068357798709,0.0010617826617826617,0.0042759120106946194,0.3265247308419134,0.0013474969474969475,0.0003076923076923077,0.0018755494505494506,Bumps,Other_Faults
0,0,0,1637,0.6975534646554,0.0063619047619047605,0.012131675428115054,0.2804632726148982,0.0017785714285714282,0.0,0.0017111111111111107,Bumps,Other_Faults
0,0,0,1351,0.19902442554865152,0.0026139194139194136,0.026924945805828156,0.7360912075110984,0.014388883338883341,0.007411539767422121,0.013545078614196264,Other_Faults,Other_Faults
0,0,0,1450,0.22019945892600698,0.007364102271997008,0.0,0.7126143425975474,0.052550466200466175,0.0,0.007271630003982947,Other_Faults,Other_Faults
0,0,0,1738,0.10029767650650005,0.04734051797875328,0.0003333333333333333,0.8194214981097337,0.019321198735904616,0.011891330891330895,0.0013944444444444447,Other_Faults,Other_Faults
0,0,0,1766,0.1930293117357359,0.006448056028938382,0.11810133767161636,0.6377535138751852,0.004058730158730158,0.01726326045815209,0.02334579007164146,Other_Faults,Other_Faults
0,0,0,1503,0.12448545278176464,0.018066949716949714,0.003968131868131868,0.6040254249299108,0.22153328760013735,0.0,0.027920753103106044,Other_Faults,Other_Faults
0,0,0,1277,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,Other_Faults
0,0,0,1594,0.1319721481133246,0.008942390942390941,0.04204065615327226,0.7860784417422959,0.020352876535229478,0.0015809523809523806,0.009032534132534131,Other_Faults,Other_Faults
0,0,0,1492,0.022769897586074048,0.0009714285714285714,0.009620218670218669,0.8652824084412322,0.09159643967143967,0.0,0.00975960705960706,Other_Faults,Other_Faults
0,0,0,1830,0.13117175128792782,0.003048168498168498,0.020357326007326006,0.8201078268566664,0.01030635373398531,0.012532591264944206,0.0024759823509823507,Other_Faults,Other_Faults
0,0,0,1658,0.1475626353178986,0.08480385252002902,0.008707926713809065,0.27365165351504384,0.4828104398697276,0.0016857142857142854,0.0007777777777777776,Pastry,Other_Faults
0,0,0,1646,0.12052449021566665,0.007232867132867133,0.039718561993561975,0.5819431434578494,0.2394136766827944,0.0,0.011167260517260516,Other_Faults,Other_Faults
0,0,0,1607,0.7685317831549261,0.0006617826617826617,0.0004615384615384616,0.22417819779979234,0.0004615384615384616,0.0003076923076923077,0.005397467152730311,Bumps,Other_Faults
0,0,0,1460,0.5827952668074959,0.004784199134199135,0.03210981934302369,0.27557991616226907,0.09151876079716643,0.01136950528831334,0.0018425324675324676,Bumps,Other_Faults
0,0,0,1550,0.08440344409632336,0.0029172400698716486,0.10890466172973916,0.6434010260207623,0.000911111111111111,0.05222210948666056,0.10724040748553136,Other_Faults,Other_Faults
0,0,0,1711,0.19830165105792044,0.0026831296154825567,0.007615501165501165,0.7448122690347148,0.02911884592016171,0.011311149961149963,0.006157453245069344,Other_Faults,Other_Faults
0,0,0,1677,0.10708440529199043,0.024072547387253264,0.0009222222222222222,0.76691484160834,0.09140983519404575,0.004760989010989011,0.004835159285159285,Other_Faults,Other_Faults
0,0,0,1350,0.038864605440998595,0.0,0.45897126854913217,0.4873489565903655,0.0002857142857142857,0.0,0.0145294551337895,Other_Faults,Other_Faults
0,0,0,1505,0.12190772022095561,0.017771279700691464,0.04950637418137417,0.679546339934575,0.045318671034847505,0.0014037878787878785,0.08454582704876822,Other_Faults,Other_Faults
0,0,0,1518,0.1747818643774527,0.014284319275495744,0.05549002239590475,0.28181694269782503,0.46409008246655287,0.0,0.009536768786768788,Pastry,Other_Faults
0,0,0,828,0.20172462874243072,0.41687071795593444,0.002549206349206349,0.30112286141267847,0.06742089001992761,0.0009615384615384615,0.009350157058283992,Dirtiness,Dirtiness
0,0,0,840,0.018069408042937458,0.9267325507825509,0.0017333333333333333,0.03213850820661966,0.01907619963455877,0.0006666666666666666,0.0015833333333333335,Dirtiness,Dirtiness
0,0,0,813,0.04864928350802963,0.42267587167734216,0.0016166666666666666,0.3841811698793122,0.12060841607652754,0.0004,0.0218685921921216,Dirtiness,Dirtiness
0,0,0,827,0.18895501335609696,0.35694530332928165,0.003577894327894328,0.34827029244741586,0.08717688079557787,0.0006282051282051282,0.014446410615528262,Dirtiness,Dirtiness
0,0,0,860,0.09699860319419142,0.6636840146781325,0.0016153846153846153,0.1726809824162766,0.05538658482040835,0.005614957264957266,0.004019473010649481,Dirtiness,Dirtiness
0,0,0,707,0.0,0.0,0.9935281555046261,0.005701137424666836,0.0,0.0,0.0007707070707070708,K_Scratch,K_Scratch
0,0,0,582,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,417,0.004491269841269841,0.0,0.9940373015873015,0.0014714285714285714,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,374,0.004287057387057388,0.0,0.9380014596514598,0.05380354645354646,0.0016857142857142854,0.0018888888888888887,0.0003333333333333333,K_Scratch,K_Scratch
0,0,0,460,0.0,0.0,0.9978411000763941,0.0014423223834988542,0.0,0.0,0.0007165775401069518,K_Scratch,K_Scratch
0,0,0,710,0.0009714285714285714,0.0,0.9966952380952381,0.0019333333333333333,0.0,0.0,0.0004,K_Scratch,K_Scratch
0,0,0,467,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,657,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,704,0.0009714285714285714,0.0,0.9537761599511597,0.040575427350427344,0.0,0.0,0.0046769841269841276,K_Scratch,K_Scratch
0,0,0,700,0.0,0.0,0.9952821237585944,0.0043360580595874715,0.0,0.0,0.00038181818181818184,K_Scratch,K_Scratch
0,0,0,668,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,351,0.002971428571428571,0.0,0.9651468253968256,0.03008174603174603,0.0017999999999999997,0.0,0.0,K_Scratch,K_Scratch
0,0,0,373,0.004212121212121212,0.0,0.9610517815517817,0.03423609723609724,0.0,0.0005,0.0,K_Scratch,K_Scratch
0,0,0,726,0.02100644078144078,0.0,0.9336682539682538,0.045325305250305266,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,616,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,662,0.0,0.0,0.998123076923077,0.0018769230769230768,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,699,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,577,0.0,0.0,0.9997142857142858,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,522,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,483,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,515,0.0,0.0,0.9992000000000001,0.0008,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,564,0.0009047619047619046,0.0,0.9980952380952381,0.0003333333333333333,0.0,0.0,0.0006666666666666666,K_Scratch,K_Scratch
0,0,0,549,0.0,0.0,0.9985999999999999,0.0014,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,352,0.05773763834205011,0.013066916906622792,0.15497773468361714,0.61805319810908,0.1454129524070701,0.0,0.01075155955155955,Other_Faults,K_Scratch
0,0,0,438,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,602,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,422,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,465,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,594,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,484,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,600,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,622,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,559,0.003077272727272727,0.0,0.9461103295397413,0.04911860263919086,0.0,0.0,0.0016937950937950935,K_Scratch,K_Scratch
0,0,0,647,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,676,0.031495951760657635,0.0028888888888888888,0.7387847821253398,0.15998453103484078,0.0015129870129870129,0.0032083626298022574,0.062124496547484136,K_Scratch,K_Scratch
0,0,0,419,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,567,0.05121000696929491,0.00338030303030303,0.5512837233887546,0.3418775517310347,0.0010909090909090907,0.008048040306786434,0.043109465482917476,K_Scratch,K_Scratch
0,0,0,541,0.048773501489910144,0.0022413419913419916,0.14096610109017235,0.6905070494435047,0.002707936507936508,0.008492829392829394,0.10631124008430523,Other_Faults,K_Scratch
0,0,0,420,0.020711368894263633,0.0,0.22831424196718325,0.6497541869551161,0.0010811688311688312,0.0029893341952165484,0.0971496991570521,Other_Faults,K_Scratch
0,0,0,469,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,95,0.41147221585603955,0.05067958414134885,0.00825751078986373,0.2471607800696036,0.26872550554021135,0.0075883449883449895,0.006116058614588026,Bumps,Pastry
0,0,0,90,0.18909937089054746,0.013468270618270614,0.0195824901362827,0.15115378207104224,0.6154821402625584,0.0005538461538461539,0.01066009986745281,Pastry,Pastry
0,0,0,40,0.0340357404807095,0.01164399016016663,0.0016255835667600374,0.3746315450373501,0.5585305733224464,0.0,0.019532567432567427,Pastry,Pastry
0,0,0,149,0.1474929478845888,0.005707306582306583,0.011058319458319458,0.14590531471153706,0.6848587775859147,0.002260939060939061,0.002716394716394716,Pastry,Pastry
0,0,0,89,0.23291095285863098,0.01943871128871129,0.03465850856230112,0.26640962119236133,0.43177047087759196,0.0006190476190476191,0.014192687601356333,Pastry,Pastry
0,0,0,141,0.37253043366162575,0.028749062049062052,0.002084271284271284,0.33311269526490644,0.24716313702973416,0.0004318181818181818,0.01592858252858253,Bumps,Pastry
0,0,0,52,0.1332299967146717,0.007209534909534909,0.0008303030303030303,0.4365566199538339,0.41966243428054567,0.0,0.002511111111111111,Other_Faults,Pastry
0,0,0,128,0.02104283902372137,0.005462301587301588,0.005250769079561649,0.036971914196914195,0.9292499538902792,0.0,0.002022222222222222,Pastry,Pastry
0,0,0,63,0.2341521067179333,0.005512618667881825,0.0012380952380952382,0.3404605055804042,0.4176289814879934,0.0,0.0010076923076923077,Pastry,Pastry
0,0,0,36,0.17536380128224924,0.03410841123101183,0.002472194472194472,0.49087967649451725,0.29523811543222633,0.0003076923076923077,0.0016301087801087802,Other_Faults,Pastry
0,0,0,79,0.047257142530671925,0.032944030152853666,0.05176332176595334,0.2782817108072526,0.57412704649152,0.0,0.01562674825174825,Pastry,Pastry
0,0,0,55,0.3510235432352308,0.04768335079952727,0.0007371794871794872,0.15266423474186638,0.4473583584028629,0.0,0.0005333333333333334,Pastry,Pastry
0,0,0,56,0.3990951316571285,0.20561861324949554,0.0002222222222222222,0.3694097417374507,0.020997927562633443,0.002672164763341234,0.0019841988077282198,Bumps,Pastry
0,0,0,152,0.0964656663597842,0.00011764705882352942,0.0,0.020615550625844737,0.5177454400174988,0.0,0.365055695938049,Pastry,Pastry
0,0,0,20,0.013663177345530284,0.002380988455988456,0.0,0.6749660995866883,0.30736186248392133,0.0,0.0016278721278721279,Other_Faults,Pastry
0,0,0,210,0.0003333333333333333,0.0,0.0,0.012884920634920636,0.00115,0.0,0.9856317460317457,Z_Scratch,Z_Scratch
0,0,0,296,0.00065,0.0,0.0,0.009064183855360326,0.0013047619047619045,0.0,0.9889810542398779,Z_Scratch,Z_Scratch
0,0,0,196,0.0012222222222222224,0.0,0.0,0.02570253896430367,0.003166666666666667,0.0,0.9699085721468077,Z_Scratch,Z_Scratch
0,0,0,175,0.0013047619047619045,0.0,0.0,0.006638655462184873,0.0002,0.0,0.9918565826330532,Z_Scratch,Z_Scratch
0,0,0,307,0.009218218382924265,0.00036363636363636367,0.0005714285714285714,0.06285704524233936,0.012341208791208789,0.0,0.9146484626484627,Z_Scratch,Z_Scratch
0,0,0,171,0.0011134920634920636,0.0,0.0,0.03402657326333796,0.0039833333333333335,0.0,0.9608766013398368,Z_Scratch,Z_Scratch
0,0,0,215,0.053759260184260166,0.0,0.00018181818181818183,0.0749414169164169,0.0,0.0006538461538461538,0.870463658563659,Z_Scratch,Z_Scratch
0,0,0,341,0.09447812975638056,0.024911184567066914,0.014960476451652922,0.3857500737824272,0.056314588842529996,0.0018469432871909652,0.4217386033127515,Z_Scratch,Z_Scratch
0,0,0,264,0.0008523809523809523,0.0,0.0,0.0058227716727716735,0.0002857142857142857,0.0,0.9930391330891332,Z_Scratch,Z_Scratch
0,0,0,222,0.0005714285714285714,0.0,0.0,0.010448196248196248,0.0,0.0,0.988980375180375,Z_Scratch,Z_Scratch
0,0,0,277,0.001476190476190476,0.0,0.0,0.00593968253968254,0.0007714285714285713,0.0,0.9918126984126984,Z_Scratch,Z_Scratch
0,0,0,272,0.0024142857142857147,0.0,0.0002857142857142857,0.0045498778998778995,0.0,0.0,0.9927501221001223,Z_Scratch,Z_Scratch
0,0,0,221,0.050070787545787525,0.0,0.0,0.09165253533016696,0.024443040293040286,0.0013791208791208791,0.832454515951885,Z_Scratch,Z_Scratch
0,0,0,338,0.15479702985353155,0.03421202425025954,0.011776131058484,0.57902063777296,0.08664795335383574,0.0023098398333692453,0.13123638387756043,Other_Faults,Z_Scratch
0,0,0,162,0.0010929292929292929,0.0,0.0,0.02217096792096792,0.0006000000000000001,0.0,0.9761361027861031,Z_Scratch,Z_Scratch
0,0,0,199,0.05457618406705092,0.0,0.0,0.13877776004525236,0.028104334056036843,0.0062312576312576326,0.772310464200403,Z_Scratch,Z_Scratch
0,0,0,192,0.030061433501139375,0.0004,0.0,0.09554726401049933,0.007949844599844599,0.0,0.8660414578885168,Z_Scratch,Z_Scratch
0,0,0,176,0.012059389956448782,0.0,0.0003333333333333333,0.029167507329272032,0.015463930840401428,0.0002857142857142857,0.94269012425483,Z_Scratch,Z_Scratch
0,0,0,265,0.0007999999999999999,0.00036363636363636367,0.0,0.006670418470418471,0.0,0.0,0.9921659451659453,Z_Scratch,Z_Scratch
0,0,0,759,0.03343289549287999,0.0,0.05815283326924191,0.12133194181979015,0.002022812971342383,0.7847261831134125,0.0003333333333333333,Stains,Stains
0,0,0,760,0.03617563053561504,0.0,0.08160133754274623,0.12897299798584638,0.0022228129713423826,0.7506938876311171,0.0003333333333333333,Stains,Stains
0,0,0,764,0.03085319186317637,0.0,0.10901143855284733,0.1151077743206227,0.0011394796380090498,0.7435547822920119,0.0003333333333333333,Stains,Stains
0,0,0,741,0.6688011164274325,0.011338234804411275,0.0011003310415075122,0.2606057309391675,0.026775599400599398,0.02759240452529926,0.0037865828615828616,Bumps,Stains
0,0,0,766,0.0029634143634143634,0.0,0.03865064935064935,0.03911693861693859,0.0,0.9192689976689975,0.0,Stains,Stains
0,0,0,799,0.0012484848484848486,0.0,0.05353757957728541,0.02693159732424438,0.0,0.9182823382499854,0.0,Stains,Stains
0,0,0,752,0.0006,0.0,0.01403531746031746,0.004549206349206349,0.0,0.9808154761904762,0.0,Stains,Stains
0,0,0,749,0.0,0.0,0.010139682539682542,0.0005079365079365079,0.0,0.9893523809523811,0.0,Stains,Stains
0,1,0,871,0.050251372071341116,0.00603975468975469,0.01208055278055278,0.8486998665593096,0.07674857658681185,0.0004909090909090909,0.005688968221321162,Other_Faults,Bumps
0,1,0,1252,0.4471780923496869,0.0011,0.07177950607184354,0.44063599523971037,0.03634667162902457,0.0008845598845598846,0.002075174825174825,Bumps,Bumps
0,1,0,1213,0.9462394466644466,0.0,0.0002857142857142857,0.05214031524031523,0.0,0.0,0.0013345238095238095,Bumps,Bumps
0,1,0,912,0.906977594266758,0.0011669977081741787,0.0,0.08047424784537786,0.011028219003219004,0.0,0.00035294117647058826,Bumps,Bumps
0,1,0,1100,0.06291275436996259,0.047684282384282364,0.03145119826853573,0.5884612332732396,0.2269179102552671,0.0015873015873015873,0.04098531986141018,Other_Faults,Bumps
0,1,0,1081,0.07673808086478369,0.009596980796980797,0.009537046080854131,0.5811395775964657,0.3178062684391633,0.0,0.0051820462217521054,Other_Faults,Bumps
0,1,0,1151,0.46860360881808255,0.0016636363636363637,0.26544620844411854,0.22275853681062666,0.0043963127515759095,0.0,0.03713169681195996,Bumps,Bumps
0,1,0,885,0.2286638757097736,0.007050166500166501,0.12723762744479467,0.5929222639280226,0.011519830986007456,0.015788233988233986,0.016818001443001444,Other_Faults,Bumps
0,1,0,1044,0.5218375943887555,0.0011262626262626262,0.0,0.4475639774054638,0.02448065708801003,0.0,0.0049915084915084906,Bumps,Bumps
0,1,0,1014,0.5079863388245739,0.011873669467787114,0.0,0.42567843523006055,0.03146911836014003,0.006631660006660007,0.016360778110778115,Bumps,Bumps
0,1,0,1154,0.4741623643126737,0.0007824175824175824,0.001665967365967366,0.5081482805979715,0.009410722610722611,0.0026232323232323234,0.0032070152070152068,Other_Faults,Bumps
0,1,0,908,0.8841363026378505,0.0,0.0,0.08668693858600977,0.02894146465849252,0.0,0.00023529411764705883,Bumps,Bumps
0,1,0,1079,0.23532912826767308,0.010513859669742023,0.030636374736374736,0.28084347564200524,0.012941686744627921,0.4274021416062439,0.002333333333333333,Stains,Bumps
0,1,0,955,0.6857366287307467,0.003790936514465926,0.0,0.2948961789844143,0.014504122674710912,0.0,0.0010721330956625075,Bumps,Bumps
0,1,0,982,0.46032779925612755,0.058031968031968015,0.005702147525676936,0.4411837094192357,0.01701056516582832,0.010888675213675213,0.006855135387488329,Bumps,Bumps
0,1,0,1236,0.5496498309825706,0.00230988455988456,0.0,0.4227007185109354,0.004039208014208015,0.003412153043035396,0.01788820488936588,Bumps,Bumps
0,1,0,918,0.5264750779664092,0.006161086625792508,0.0028054334554334552,0.2019923901519878,0.26216601180037713,0.0,0.0004,Bumps,Bumps
0,1,0,1028,0.7046893806657742,0.0006222222222222223,0.001269047619047619,0.2925893128629197,0.0002,0.0,0.00063003663003663,Bumps,Bumps
0,1,0,1036,0.44776954769516664,0.005816253191253191,0.0,0.48547010340021207,0.05500882820310062,0.0,0.005935267510267511,Other_Faults,Bumps
0,1,0,1118,0.3592670563097034,0.007167027417027416,0.009355565469961753,0.5368965752943307,0.02143748555366202,0.03845405940808417,0.027422230547230544,Other_Faults,Bumps
0,1,0,971,0.21872342360082297,0.48245475749740446,0.005180631090615611,0.21499139272320406,0.07194596689859849,0.001,0.005703828189354506,Dirtiness,Bumps
0,1,0,1057,0.5631029940647587,0.0006731601731601732,0.0,0.42630950095655973,0.004988261738261737,0.0,0.004926083067259537,Bumps,Bumps
0,1,0,973,0.5218778787088387,0.019526862026862025,0.017945208386384855,0.40054374541866794,0.014159653255241487,0.01634447496947497,0.009602177234530175,Bumps,Bumps
0,1,0,1127,0.2165658785658786,0.002877367077367077,0.011244004035180508,0.7354000463588697,0.003327200577200577,0.0049169941169941184,0.025668509268509266,Other_Faults,Bumps
0,1,0,1227,0.9106651515151517,0.0013284493284493283,0.002157142857142857,0.0835043503881739,0.0,0.0,0.002344905911082382,Bumps,Bumps
0,1,0,1267,0.34168891974898175,0.0011948051948051947,0.0,0.6331539989851915,0.006998896365072833,0.0009590017825311943,0.01600437792341817,Other_Faults,Bumps
0,1,0,879,0.4527299031807546,0.014861195667078024,0.0220505994005994,0.4198618926051588,0.0434094790830085,0.04504635952283009,0.0020405705405705404,Bumps,Bumps
0,1,0,930,0.8289523590100987,0.00165,0.011583586674763145,0.1337709255484797,0.023169926152279093,0.0,0.0008732026143790849,Bumps,Bumps
0,1,0,1063,0.4514266812908457,0.0,0.0006,0.5044108217376019,0.03816753474423753,0.0,0.005394962227315168,Other_Faults,Bumps
0,1,0,963,0.45314359953771705,0.0038833333333333333,0.000725,0.5137075124222186,0.026206152997329462,0.000125,0.002209401709401709,Other_Faults,Bumps
0,1,0,951,0.24888069165097026,0.0,0.018451604441310315,0.6776533841201798,0.05314747829569811,0.0,0.001866841491841492,Other_Faults,Bumps
0,1,0,924,0.7485877136795092,0.002695115995115995,0.0,0.13093839297956947,0.11653029249732037,0.00018181818181818183,0.0010666666666666667,Bumps,Bumps
0,1,0,945,0.851893542202551,0.0034549206349206354,0.0,0.10362799547545674,0.03605647963147963,0.0,0.004967062055591467,Bumps,Bumps
0,1,0,1115,0.5271357977935374,0.0016000943500943503,0.019071342546342546,0.38995404902974573,0.005477372627372627,0.01079471166088813,0.045966631992018975,Bumps,Bumps
0,1,0,910,0.871300454533427,0.0,0.0,0.07523538128538126,0.05324194195896983,0.0,0.0002222222222222222,Bumps,Bumps
0,1,0,892,0.18675591149999551,0.005885714285714286,0.0012833333333333332,0.2368580455578135,0.5687312810374295,0.0,0.0004857142857142857,Pastry,Bumps
0,1,0,938,0.5619769237257555,0.0038293797705562403,0.0014095238095238093,0.16809121055243373,0.26243225924813285,0.0,0.00226070289359763,Bumps,Bumps
0,1,0,972,0.34937846887673585,0.00662051282051282,0.01803173868615045,0.5631340277769374,0.037252917507329245,0.016413286713286714,0.009169047619047618,Other_Faults,Bumps
0,1,0,1145,0.7289519158945633,0.001,0.033217728350081285,0.2267348058803941,0.010095549874961637,0.0,0.0,Bumps,Bumps
0,1,0,1140,0.7626444168576524,0.0006,0.008585446906035141,0.22422000891265598,0.003950127323656735,0.0,0.0,Bumps,Bumps
0,1,0,893,0.842697772085156,0.001743145743145743,0.0,0.09261910197645497,0.06260664686191,0.0,0.0003333333333333333,Bumps,Bumps
0,1,0,1507,0.017873148927096294,0.007849720454983613,0.05193120735473676,0.8062449709732993,0.0853341380841381,0.0005714285714285714,0.03019538563431752,Other_Faults,Other_Faults
0,1,0,1424,0.6574805183206892,0.00015384615384615385,0.0016381673881673883,0.2750279395097508,0.0017579365079365078,0.0003333333333333333,0.06360825878627735,Bumps,Other_Faults
0,1,0,1785,0.0720051837051837,0.0034460539460539463,0.013171631962808433,0.8918907195745434,0.002535897435897436,0.004438544788544788,0.012511968586968585,Other_Faults,Other_Faults
0,1,0,1389,0.18436619059026854,0.004413492063492064,0.062226852069499135,0.7188699815578292,0.006915554706731177,0.00973586939376413,0.013472059618415116,Other_Faults,Other_Faults
0,1,0,1316,0.12372849501159164,0.0035374353974199175,0.07160514714044126,0.7834239147131865,0.009029886779886781,0.0026306765130294537,0.006044444444444444,Other_Faults,Other_Faults
0,1,0,1727,0.09629078853722814,0.0024493506493506495,0.03883722894752307,0.8497737993258891,0.006309727200903672,0.0011803030303030302,0.005158802308802308,Other_Faults,Other_Faults
0,1,0,1412,0.28784050900080316,0.0024664529914529914,0.0005576923076923078,0.6769666939613531,0.02476309618314262,0.0017499999999999998,0.005655555555555554,Other_Faults,Other_Faults
0,1,0,1396,0.04830687325230668,0.019488844488844484,0.10771046648569871,0.572115106780045,0.2501263280407245,0.0006666666666666666,0.0015857142857142858,Other_Faults,Other_Faults
0,1,0,1630,0.2871839962754823,0.011370875692934513,0.0,0.4106641701951301,0.2869547673602626,0.0003333333333333333,0.003492857142857143,Other_Faults,Other_Faults
0,1,0,1789,0.5591116633796198,0.007724542124542126,0.0003333333333333333,0.305393806589008,0.0858283305875411,0.012537225639857217,0.029071098346098345,Bumps,Other_Faults
0,1,0,1444,0.5101185155917357,0.00075,0.02259652136649039,0.45906332912014,0.001661904761904762,0.0,0.005809729159729161,Bumps,Other_Faults
0,1,0,1506,0.09283360927857832,0.005525166500166502,0.03400220057720057,0.7956790986017763,0.04264606504606505,0.0027117243867243864,0.02660213560948855,Other_Faults,Other_Faults
0,1,0,1796,0.14041935214768028,0.008806421356421356,0.04950504462857402,0.5982063250560925,0.005598762348762347,0.19092533322370794,0.006538761238761239,Other_Faults,Other_Faults
0,1,0,1838,0.06282465227411048,0.004605411255411255,0.011750729825729828,0.8963961130716548,0.002723160173160173,0.009143059718059716,0.01255687368187368,Other_Faults,Other_Faults
0,1,0,1854,0.02087518037518037,0.00413020313020313,0.000125,0.9606738372738373,0.009655699855699858,0.004206746031746032,0.0003333333333333333,Other_Faults,Other_Faults
0,1,0,1649,0.45569560837078016,0.03655616605616605,0.0028141244376538492,0.42685269993426234,0.03840664846849056,0.029414254897149637,0.010260497835497838,Bumps,Other_Faults
0,1,0,1814,0.3339470633941221,0.01074025304760599,0.003806091131091131,0.49698711500917375,0.14753270863123816,0.0013614718614718615,0.005625296925296925,Other_Faults,Other_Faults
0,1,0,1408,0.4216466546954938,0.0010580086580086578,0.00025,0.5535728550431337,0.019843793624675973,0.00014285714285714284,0.003485830835830836,Other_Faults,Other_Faults
0,1,0,1700,0.011832828282828287,0.00852936507936508,0.02816698856698856,0.904717410659516,0.042704284604284604,0.0,0.004049122807017544,Other_Faults,Other_Faults
0,1,0,1862,0.05335209848630901,0.0037874458874458876,0.002179610740137056,0.8752565796518578,0.06140114616205948,0.0013943609022556392,0.0026287581699346407,Other_Faults,Other_Faults
0,1,0,1334,0.07760253374076904,0.0017205128205128207,0.052528745274333495,0.8393298174048176,0.023668512859689333,0.003010989010989011,0.002138888888888889,Other_Faults,Other_Faults
0,1,0,1390,0.060647939590509216,0.0,0.45180939715599155,0.4771081172439534,0.002054040404040404,0.0,0.008380505605505606,Other_Faults,Other_Faults
0,1,0,1645,0.06876341942371353,0.08716078088578094,0.01429610287373445,0.49977887966007156,0.32850721631309876,0.0,0.0014936008436008436,Other_Faults,Other_Faults
0,1,0,1774,0.08625229139625425,0.0006190476190476191,0.014037153489785065,0.8336146256392389,0.0015333333333333334,0.015166916820709387,0.048776631701631705,Other_Faults,Other_Faults
0,1,0,1666,0.250323165852036,0.0032781385281385276,0.03781259018759019,0.6897419155148262,0.0026567745979510686,0.0025191971427265545,0.01366821817673211,Other_Faults,Other_Faults
0,1,0,1556,0.10318357802328393,0.0048428571428571435,0.3048169777934485,0.5415856070400187,0.018575855517031985,0.00824954783778313,0.018745576645576648,Other_Faults,Other_Faults
0,1,0,1268,0.33234498983129024,0.003554112554112554,0.059034939527276974,0.5868447701249558,0.01572232571350219,0.0009594017094017094,0.0015394605394605395,Other_Faults,Other_Faults
0,1,0,1729,0.010763871216502796,0.0,0.02967595949801832,0.949986605920739,0.0007994652406417112,0.002057359307359307,0.006716738816738816,Other_Faults,Other_Faults
0,1,0,1913,0.05947378821728663,0.0002857142857142857,0.05113507407625056,0.8667373276276529,0.0009316239316239316,0.00866634199134199,0.012770129870129867,Other_Faults,Other_Faults
0,1,0,1671,0.4917684403917373,0.0011948051948051947,0.0002,0.4869566022986307,0.0028590992340992343,0.002273660979543332,0.014747391901184471,Bumps,Other_Faults
0,1,0,1628,0.6626136541779665,0.009010200583729994,0.0,0.2763430579482437,0.04938135568832836,0.0,0.0026517316017316017,Bumps,Other_Faults
0,1,0,1605,0.5666834903572524,0.0,0.0162785706897162,0.4073298165199094,0.0031939560439560436,0.0,0.00651416638916639,Bumps,Other_Faults
0,1,0,1923,0.08475806902076252,0.0035877472201001613,0.03345768251356487,0.8449478902160792,0.0028459001782531195,0.002818875568875569,0.027583835282364695,Other_Faults,Other_Faults
0,1,0,1311,0.05496695249195249,0.003882748623925094,0.00025,0.29331585126260046,0.6475844476215217,0.0,0.0,Pastry,Other_Faults
0,1,0,1675,0.21455399888209495,0.0022657509157509156,0.0,0.7159273786069448,0.04786575315809063,0.0011904761904761901,0.018196642246642247,Other_Faults,Other_Faults
0,1,0,1293,0.0018283272283272283,0.0023298514351145928,0.002541292041292041,0.7263929727135608,0.26640106307521183,0.0,0.0005064935064935065,Other_Faults,Other_Faults
0,1,0,1799,0.20921922326040004,0.0005333333333333334,0.0,0.7369121090296016,0.01598198728516066,0.006422998200629779,0.030930348890875193,Other_Faults,Other_Faults
0,1,0,1479,0.009706371406371409,0.005625,0.007898809523809525,0.875643633963216,0.07885000587647645,0.0,0.0222761792301266,Other_Faults,Other_Faults
0,1,0,1704,0.0018857142857142857,0.005364285714285714,0.01247973137973138,0.9167847305944828,0.057682519114872065,0.0,0.0058030189109136475,Other_Faults,Other_Faults
0,1,0,1653,0.314424691274311,0.005652646209999152,0.04147062382062382,0.5015826123910485,0.0896087827205474,0.006899913974913974,0.04036072960855569,Other_Faults,Other_Faults
0,1,0,1559,0.4624373975783418,0.02514658796655701,0.0019873737373737373,0.42722197695665187,0.058385045510045495,0.0009714285714285714,0.023850189679601442,Bumps,Other_Faults
0,1,0,1606,0.5299405644967498,0.0114871442283207,0.00034090909090909094,0.16136330899922252,0.29338562262881834,0.0,0.003482450555979967,Bumps,Other_Faults
0,1,0,1367,0.06274725157883053,0.004843795093795094,0.0006205128205128205,0.9079552174433754,0.011482714507714509,0.009645224950488111,0.002705283605283605,Other_Faults,Other_Faults
0,1,0,1388,0.17196839702265412,0.007030310212663155,0.02937284692431751,0.7618582793711273,0.002476971068147539,0.009504123362018101,0.017789072039072044,Other_Faults,Other_Faults
0,1,0,1935,0.053848470114337,0.0,0.07619324418271789,0.8308501948172227,0.0,0.0033167832167832166,0.035791307668939246,Other_Faults,Other_Faults
0,1,0,1537,0.09539622126239779,0.014084892884892881,0.0,0.8685589208177447,0.01396106116106116,0.005636724386724387,0.002362179487179487,Other_Faults,Other_Faults
0,1,0,1794,0.474170642998362,0.031211373387534373,0.0,0.3492945871465996,0.13002579829273203,0.00018181818181818183,0.015115779992953904,Bumps,Other_Faults
0,1,0,1295,0.12599801981644085,0.004010504201680672,0.02136097954333249,0.7298524432567777,0.11567982836736719,0.00045,0.002648224814401285,Other_Faults,Other_Faults
0,1,0,1387,0.0880404319880326,0.0013222222222222222,0.02855619935619935,0.8708741617515611,0.0009772727272727272,0.002324675324675325,0.007905036630036631,Other_Faults,Other_Faults
0,1,0,1485,0.008376774687301006,0.008894133644133644,0.003880568408199987,0.8484223460835684,0.12787562772624697,0.0,0.0025505494505494502,Other_Faults,Other_Faults
0,1,0,1874,0.11119334233018444,0.03390758685758686,0.0005,0.8370503123811167,0.01405412724530372,0.0019186507936507936,0.0013759803921568627,Other_Faults,Other_Faults
0,1,0,1523,0.03928133783141522,0.09801392626980866,0.019206646131646136,0.7440523004773009,0.08917820365908602,0.0007777777777777776,0.009489807852965746,Other_Faults,Other_Faults
0,1,0,1812,0.13039298838416488,0.012993437118437118,0.036961646360175765,0.7467499587959338,0.0006187154348919055,0.028245266893409303,0.044037987012987015,Other_Faults,Other_Faults
0,1,0,1888,0.12076099896835187,0.0027962703962703963,0.0021507936507936505,0.6874440322749145,0.17738258783699967,0.001192929292929293,0.00827238757974052,Other_Faults,Other_Faults
0,1,0,1608,0.5773175012895603,0.0008523809523809523,0.00016666666666666666,0.38774196342872813,0.03215552029669675,0.0,0.001765967365967366,Bumps,Other_Faults
0,1,0,1423,0.49913657012921725,0.01068219558219558,0.00087012987012987,0.3974450245918512,0.009292746142746142,0.0008484848484848484,0.08172484883537515,Bumps,Other_Faults
0,1,0,1755,0.006970220422852003,0.00018181818181818183,0.0,0.7964936720142602,0.009174603174603176,0.0005454545454545454,0.1866342316610118,Other_Faults,Other_Faults
0,1,0,1418,0.1519979559570118,0.0002222222222222222,0.00175,0.08371113044162583,0.013783485958485957,0.010430530580530577,0.7381046748401235,Z_Scratch,Other_Faults
0,1,0,1308,0.29199147221887184,0.034057474388356726,0.0007476076555023922,0.41281357764182885,0.2576083024388752,0.0,0.0027815656565656566,Other_Faults,Other_Faults
0,1,0,1561,0.24202103981329998,0.0025700577200577198,0.02332096817870812,0.6419814180745295,0.014539293712823129,0.03193846839435075,0.043628754106230884,Other_Faults,Other_Faults
0,1,0,1517,0.02057155867008808,0.0023079365079365075,0.0016777777777777776,0.7200390190219137,0.25540370802228385,0.0,0.0,Other_Faults,Other_Faults
0,1,0,1797,0.17683653680341013,0.0002,0.0,0.7837033675646682,0.012288770440086229,0.006524526084510603,0.02044679910732542,Other_Faults,Other_Faults
0,1,0,1282,0.4481788028964499,0.0,0.03402727370668545,0.480070308166206,0.035829292886336225,0.0,0.0018943223443223442,Other_Faults,Other_Faults
0,1,0,1674,0.12936405739942902,0.08149464457111517,0.01300413752913753,0.242872251716292,0.5275805247470109,0.0,0.005684384037015616,Pastry,Other_Faults
0,1,0,1680,0.23451914186604594,0.0060807359307359305,0.0,0.6665794466369549,0.018634932224638107,0.0021117784176607705,0.07207396492396494,Other_Faults,Other_Faults
0,1,0,1903,0.0664906074317839,0.006608232290585232,0.00013333333333333334,0.9023083891598599,0.00783999333999334,0.010834920634920633,0.00578452380952381,Other_Faults,Other_Faults
0,1,0,1409,0.5061628774390383,0.0013059587471352177,0.0,0.4615046294005273,0.030407486794251492,0.0,0.000619047619047619,Bumps,Other_Faults
0,1,0,829,0.11939457054215444,0.4230085666311673,0.01588340627082046,0.38556315237087885,0.026110210781650395,0.002019047619047619,0.02802104578428108,Dirtiness,Dirtiness
0,1,0,814,0.07206994701205229,0.3958549908296037,0.0009045177045177045,0.4057118010128848,0.11090993865096038,0.00016666666666666666,0.014382138123314594,Other_Faults,Dirtiness
0,1,0,856,0.010367227217227215,0.9295509046509046,0.004238095238095237,0.02583879892037786,0.02800894222736327,0.0002857142857142857,0.00171031746031746,Dirtiness,Dirtiness
0,1,0,862,0.09407901200107086,0.7433115760056939,0.003902331002331002,0.10028824818971883,0.05250610108845402,0.001326984126984127,0.004585747585747585,Dirtiness,Dirtiness
0,1,0,861,0.05195617028310526,0.8165680606115591,0.0034689976689976686,0.0947395117953942,0.02968180898049319,0.0005555555555555556,0.0030298951048951047,Dirtiness,Dirtiness
0,1,0,721,0.0024186274509803924,0.0,0.989712324929972,0.00786904761904762,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,607,0.0,0.0,0.9900570984570984,0.008838139638139638,0.0,0.0,0.0011047619047619046,K_Scratch,K_Scratch
0,1,0,572,0.028198051948051944,0.0021547619047619045,0.658412286342828,0.26555128358397706,0.00047884615384615386,0.006514185814185814,0.03869058425234894,K_Scratch,K_Scratch
0,1,0,530,0.0,0.0,0.9501180380507008,0.04883777003010748,0.00018181818181818183,0.0,0.0008623737373737372,K_Scratch,K_Scratch
0,1,0,562,0.0,0.0,0.9996666666666666,0.0003333333333333333,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,655,0.0,0.0,0.9988888888888889,0.0011111111111111111,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,692,0.0,0.0,0.9417266610840143,0.05802333891598594,0.0,0.0,0.00025,K_Scratch,K_Scratch
0,1,0,490,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,403,0.031498728026359585,0.0,0.8191521898637995,0.1444757776365362,0.0004318181818181818,0.0,0.004441486291486292,K_Scratch,K_Scratch
0,1,0,705,0.0008500000000000001,0.0,0.9489518204018204,0.04155788378288377,0.0,0.0,0.008640295815295814,K_Scratch,K_Scratch
0,1,0,446,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,555,0.0021015873015873014,0.0,0.9916666666666667,0.005787301587301588,0.0,0.0,0.0004444444444444444,K_Scratch,K_Scratch
0,1,0,610,0.0,0.0,0.9988888888888889,0.0011111111111111111,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,658,0.0,0.0,0.9942340548340549,0.004594516594516594,0.0,0.0,0.0011714285714285713,K_Scratch,K_Scratch
0,1,0,601,0.0,0.0,0.9917261904761904,0.007416666666666666,0.0,0.0,0.0008571428571428571,K_Scratch,K_Scratch
0,1,0,406,0.0017333333333333333,0.0,0.9895626984126985,0.006780158730158731,0.0005714285714285714,0.0,0.0013523809523809526,K_Scratch,K_Scratch
0,1,0,719,0.003018627450980392,0.0,0.9885408963585434,0.007091269841269841,0.0,0.0,0.001349206349206349,K_Scratch,K_Scratch
0,1,0,731,0.016902960927960932,0.0,0.9624635531135531,0.020633485958485954,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,569,0.00018181818181818183,0.0,0.9786487595737599,0.020001565101565106,0.0,0.0,0.001167857142857143,K_Scratch,K_Scratch
0,1,0,523,0.025878389678776675,0.0006043956043956045,0.6924681204502418,0.21238931515680748,0.0006944444444444445,0.0,0.06796533466533464,K_Scratch,K_Scratch
0,1,0,506,0.0005357142857142857,0.0,0.9960904761904761,0.0033738095238095237,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,639,0.0,0.0,0.9973434343434344,0.0026565656565656565,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,663,0.0,0.0,0.9940424242424242,0.005957575757575757,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,462,0.0009752747252747253,0.0,0.9884626817626818,0.007692995892995893,0.0,0.0,0.002869047619047619,K_Scratch,K_Scratch
0,1,0,702,0.0005833333333333333,0.0,0.9704016805090335,0.029014986157633208,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,625,0.0,0.0,0.996583116883117,0.0034168831168831172,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,722,0.0024186274509803924,0.0,0.9889313725490195,0.00865,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,634,0.0,0.0,0.990290331890332,0.009138239538239537,0.0,0.0,0.0005714285714285714,K_Scratch,K_Scratch
0,1,0,408,0.035046491374122926,0.0,0.8142717059686095,0.1456630436385081,0.0004318181818181818,0.0,0.004586940836940837,K_Scratch,K_Scratch
0,1,0,443,0.009406493506493505,0.0,0.9854981707834648,0.005095335710041592,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,683,0.0,0.0,0.9811652242494345,0.01883477575056522,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,493,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,501,0.0011357142857142857,0.0,0.8943523370850002,0.10059459653693405,0.00018181818181818183,0.0,0.0037355339105339105,K_Scratch,K_Scratch
0,1,0,671,0.0013660173160173158,0.0,0.9650592086963604,0.033574773987622285,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,450,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,495,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,519,0.0,0.0,0.9612999174028589,0.0387000825971414,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,496,0.00025,0.0,0.9978226890756302,0.001927310924369748,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,520,0.0,0.0,0.9776147137176551,0.022385286282345113,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,109,0.4359579873944427,0.114486966954614,0.004191500896764054,0.3664192464913828,0.07434618085732636,0.003590230847583789,0.0010078865578865579,Bumps,Pastry
0,1,0,45,0.2931127304755789,0.0042950244200244195,0.0025801587301587303,0.2907489678622034,0.4090631185120347,0.0,0.0002,Pastry,Pastry
0,1,0,44,0.22564905846311156,0.011920201693731104,0.0007833333333333334,0.3182520155197402,0.44263857280826535,0.0,0.0007568181818181819,Pastry,Pastry
0,1,0,15,0.019966450216450216,0.017446746554099495,0.029169602619602608,0.33239919655507905,0.5995957818325468,0.0,0.001422222222222222,Pastry,Pastry
0,1,0,139,0.053729953471096284,0.018777491952491957,0.016312887112887114,0.3222298457132823,0.5872355360359561,0.0,0.0017142857142857142,Pastry,Pastry
0,1,0,23,0.009755151135414294,0.0039006362058993634,0.0024519341769341767,0.3114500169678962,0.6711089281805225,0.0,0.0013333333333333333,Pastry,Pastry
0,1,0,144,0.7820333400835119,0.0008410256410256409,0.016477713420050877,0.18146773535463814,0.006251343917520389,0.012706619361031126,0.0002222222222222222,Bumps,Pastry
0,1,0,41,0.10568090390861293,0.06514153930005323,0.008441525141525142,0.3092413890461103,0.49933006722379786,0.00016666666666666666,0.011997908713233791,Pastry,Pastry
0,1,0,87,0.17683863897540375,0.0031238539238539246,0.008395909645909645,0.1311473555254516,0.6639943362794757,0.0002222222222222222,0.016277683427683428,Pastry,Pastry
0,1,0,83,0.046678428881060434,0.0168351017403649,0.030634316500492965,0.401895770131142,0.47327220259960195,0.0,0.030684180147338033,Pastry,Pastry
0,1,0,11,0.009724596602228184,0.015514987789987786,0.014524952824952824,0.6456225348868537,0.305923040298195,0.0,0.008689887597782334,Other_Faults,Pastry
0,1,0,122,0.016134284454795284,0.005175308025308026,0.00014285714285714284,0.11075833202744971,0.8669419961273674,0.0,0.0008472222222222222,Pastry,Pastry
0,1,0,77,0.5428442794305794,0.00013333333333333334,0.0,0.2564409667903476,0.08358676004078482,0.001050815850815851,0.11594384455413866,Bumps,Pastry
0,1,0,35,0.08557756002167768,0.11043142413142416,0.01085228917109722,0.19284341398195914,0.5991041362232542,0.0011911764705882352,0.0,Pastry,Pastry
0,1,0,13,0.025784115884115874,0.019214326316957898,0.004117961570593149,0.23848868721577693,0.7119949090125558,0.0,0.0004,Pastry,Pastry
0,1,0,112,0.011792767354764259,0.011961762008201636,0.002946136173767752,0.2458337730724727,0.7267927897180221,0.0,0.0006727716727716729,Pastry,Pastry
0,1,0,321,0.003023076923076923,0.0,0.0,0.02419216339216339,0.0013269230769230769,0.0,0.9714578366078364,Z_Scratch,Z_Scratch
0,1,0,303,0.008985714285714286,0.0,0.0,0.0034642857142857145,0.0018365079365079365,0.0,0.9857134920634919,Z_Scratch,Z_Scratch
0,1,0,217,0.007713576020928962,0.0,0.0013214285714285715,0.03866694506903485,0.002472434428316781,0.0,0.9498256159102907,Z_Scratch,Z_Scratch
0,1,0,337,0.06205920271678783,0.001114957264957265,0.09684540149393092,0.5757091152139917,0.0,0.005127128427128427,0.25914419488320406,Other_Faults,Z_Scratch
0,1,0,228,0.002676862026862027,0.0,0.0,0.007552007469654529,0.0003333333333333333,0.0,0.9894377971701501,Z_Scratch,Z_Scratch
0,1,0,249,0.3922894633831939,0.0013833333333333332,0.0012285714285714287,0.33198096096370106,0.0036586080586080583,0.0,0.2694590628325923,Bumps,Z_Scratch
0,1,0,184,0.08012331214537094,0.0,0.6668018037518041,0.1482759185259186,0.027476850110673648,0.0,0.07732211546623313,K_Scratch,Z_Scratch
0,1,0,274,0.0005428571428571429,0.0,0.0,0.018187687802393687,0.0,0.0,0.9812694550547492,Z_Scratch,Z_Scratch
0,1,0,207,0.003043386243386243,0.0,0.0,0.010400950683303625,0.001907308377896613,0.0,0.9846483546954136,Z_Scratch,Z_Scratch
0,1,0,285,0.004931746031746032,0.0,0.0,0.01994726711197299,0.016074106449106448,0.0,0.9590468804071747,Z_Scratch,Z_Scratch
0,1,0,293,0.0033103896103896103,0.0,0.0,0.03157812864809769,0.00041666666666666664,0.0,0.964694815074846,Z_Scratch,Z_Scratch
0,1,0,255,0.015362190587190584,0.0,0.0,0.028940602371484728,0.0007882352941176471,0.0006341991341991342,0.9542747726130081,Z_Scratch,Z_Scratch
0,1,0,251,0.010518290043290045,0.0,0.0,0.03351821364909601,0.0011882352941176473,0.0023675324675324675,0.9524077285459641,Z_Scratch,Z_Scratch
0,1,0,331,0.04486761546846682,0.0016930014430014428,0.3436330280142976,0.3233258220537633,0.001089075630252101,0.0013190476190476188,0.28407240977117143,K_Scratch,Z_Scratch
0,1,0,329,0.5224356010260808,0.0007999999999999999,0.0,0.3645335050140777,0.06695334197965777,0.01223816244814697,0.03303938953203658,Bumps,Z_Scratch
0,1,0,245,0.0002857142857142857,0.0,0.0,0.009028741193447078,0.0,0.0,0.9906855445208387,Z_Scratch,Z_Scratch
0,1,0,254,0.00014285714285714284,0.0,0.0,0.013503663003663003,0.0,0.0,0.98635347985348,Z_Scratch,Z_Scratch
0,1,0,177,0.0015,0.0,0.0,0.0031117965367965365,0.0005882352941176471,0.0,0.9947999681690859,Z_Scratch,Z_Scratch
0,1,0,275,0.01760157476682244,0.0,0.0,0.004108402416297153,0.0016083333333333331,0.0,0.9766816894835469,Z_Scratch,Z_Scratch
0,1,0,761,0.007707426637689794,0.0,0.05999061260377049,0.07239540912304067,0.0,0.8599065516354993,0.0,Stains,Stains
0,1,0,804,0.0011904761904761904,0.0,0.07896113934225386,0.05532101226946427,0.0,0.8642416579120912,0.0002857142857142857,Stains,Stains
0,1,0,782,0.0,0.0,0.02841842373312961,0.007034182157711568,0.0,0.9645473941091589,0.0,Stains,Stains
0,1,0,791,0.0,0.0,0.0708998499780233,0.04574972799818,0.0,0.8833504220237967,0.0,Stains,Stains
0,1,0,758,0.0036191787744419323,0.0,0.07037683731816854,0.06576906597014953,0.0,0.8602349179372402,0.0,Stains,Stains
0,1,0,790,0.0004,0.0,0.022898815889992364,0.005113547237076649,0.0,0.971587636872931,0.0,Stains,Stains
0,1,0,742,0.141718342115401,0.004037366228542699,0.021761640810170218,0.5883071352022593,0.007350999000999002,0.13621285803979302,0.10061165860283511,Other_Faults,Stains
0,2,0,902,0.8452410563292915,0.0022620915032679737,0.0,0.13767738274797103,0.013289554889554888,0.0008076923076923077,0.0007222222222222222,Bumps,Bumps
0,2,0,1015,0.18516022006365931,0.010406028122204593,0.0,0.4481807029709944,0.3516508791174427,0.002803239244415715,0.0017989304812834224,Other_Faults,Bumps
0,2,0,1037,0.2349715686188598,0.06307496143347534,0.0,0.6221596180135655,0.05769354064408242,0.001845238095238095,0.020255073194779073,Other_Faults,Bumps
0,2,0,878,0.2897987518931017,0.011734096459096465,0.003152777777777778,0.43882627309910627,0.24066910024959579,0.0013477855477855478,0.014471214973536954,Other_Faults,Bumps
0,2,0,921,0.9081169306184013,0.0,0.006883028735969912,0.06905285449844273,0.015439249639249641,0.0002222222222222222,0.0002857142857142857,Bumps,Bumps
0,2,0,1199,0.3898604908421468,0.02148629878893037,0.001062121212121212,0.5372902512348333,0.020221096876979233,0.017242128657376333,0.012837612387612387,Other_Faults,Bumps
0,2,0,1034,0.2724240284655145,0.01128631972602561,0.002947202797202797,0.44133589439456294,0.2714527084628477,0.0,0.0005538461538461539,Other_Faults,Bumps
0,2,0,1105,0.25268391717501626,0.020101433533786472,0.004555844155844157,0.5757888351156928,0.069165819474643,0.0032676046176046167,0.07443654592741282,Other_Faults,Bumps
0,2,0,1000,0.2775544880558038,0.024751521337279838,0.003658259714142067,0.6276708789662352,0.053425571762259066,0.0015010989010989012,0.011438181263181264,Other_Faults,Bumps
0,2,0,987,0.1950218918474775,0.002803205128205128,0.0015340048840048839,0.27180239148536367,0.527959385775828,0.0,0.0008791208791208791,Pastry,Bumps
0,2,0,890,0.9444695143264029,0.0004,0.0,0.04741210242286095,0.007260866910866912,0.00045751633986928104,0.0,Bumps,Bumps
0,2,0,1069,0.7085395211484995,0.0,0.00015384615384615385,0.21298457171769872,0.02649617529872947,0.005501315351315351,0.046324570329910865,Bumps,Bumps
0,2,0,990,0.21366378943217695,0.014189335080124554,0.001602056277056277,0.25944304469180646,0.509784891401953,0.00018181818181818183,0.0011350649350649349,Pastry,Bumps
0,2,0,1226,0.8374938429217841,0.0054024780774780765,0.0,0.14746160832631422,0.0,0.0,0.009642070674423613,Bumps,Bumps
0,2,0,1060,0.6970281805655639,0.001568543384719855,0.0006666666666666666,0.29012904864313527,0.009375441225441225,0.0,0.0012321195144724556,Bumps,Bumps
0,2,0,1039,0.4103545566524233,0.005167490842490842,0.0,0.3763430329440829,0.20038831061439427,0.0004857142857142857,0.007260894660894661,Bumps,Bumps
0,2,0,876,0.11801837035513514,0.01663805916305916,0.00046666666666666666,0.5133652971641364,0.33890673570495555,0.001542035742035742,0.011062835204011674,Other_Faults,Bumps
0,2,0,1003,0.2470425896514906,0.0012482905982905983,0.0,0.5359513257812022,0.19942342555964856,0.0,0.016334368409368413,Other_Faults,Bumps
0,2,0,1053,0.6614577206762965,0.0008968253968253968,0.0,0.3277048484539196,0.007854761904761906,0.0003076923076923077,0.0017781512605042015,Bumps,Bumps
0,2,0,1143,0.7955238906088751,0.002459523809523809,0.004117604617604617,0.19033749637015898,0.004361111111111111,0.00023529411764705883,0.0029650793650793645,Bumps,Bumps
0,2,0,898,0.892227224535832,0.0004,0.0,0.06456101614505502,0.04281175931911226,0.0,0.0,Bumps,Bumps
0,2,0,1152,0.0454066614328224,0.0,0.603376404151404,0.20693612976290998,0.007156776556776556,0.0,0.1371240280960871,K_Scratch,Bumps
0,2,0,961,0.6651955394622584,0.005093573093573093,0.0,0.3081820086947796,0.019520270690781518,0.0,0.0020086080586080588,Bumps,Bumps
0,2,0,1170,0.7267523247993832,0.00018181818181818183,0.0100998778998779,0.26183740769034886,0.0,0.0,0.0011285714285714287,Bumps,Bumps
0,2,0,1009,0.48687113439536045,0.0034383116883116888,0.00016666666666666666,0.4441425982428307,0.046341285219768186,0.003224170274170274,0.015815833512892338,Bumps,Bumps
0,2,0,953,0.19609025541881578,0.024305043021993485,0.016604192376251197,0.5303116369956152,0.22653630808476025,0.0016822954822954825,0.004470268620268621,Other_Faults,Bumps
0,2,0,1189,0.5622581546764206,0.004486563110092522,0.002163492063492064,0.37160917766444096,0.026182683329742145,0.026623774754657097,0.006676154401154401,Bumps,Bumps
0,2,0,1055,0.6759069897422839,0.010426193251193252,0.0003333333333333333,0.30411714837450143,0.001623160173160173,0.0005,0.007093175125528066,Bumps,Bumps
0,2,0,1204,0.5846945791136968,0.002564354066985646,0.0,0.3978683289362855,0.0028224853577794753,0.0004318181818181818,0.011618434343434344,Bumps,Bumps
0,2,0,1206,0.830610606550312,0.0008136363636363637,0.00083003663003663,0.15450065163594573,0.0006818181818181819,0.0003333333333333333,0.012229917304917303,Bumps,Bumps
0,2,0,1207,0.8083396861308625,0.0009469696969696969,0.0,0.17902297620679974,0.0008818181818181819,0.00025,0.010558549783549783,Bumps,Bumps
0,2,0,964,0.6433582422221744,0.0013047619047619045,0.002862770562770563,0.3475383817420968,0.003224358974358974,0.00023529411764705883,0.0014761904761904762,Bumps,Bumps
0,2,0,1090,0.5363928774441934,0.0014262626262626264,0.0002,0.4097674366311363,0.020516555460363517,0.031188931330107788,0.0005079365079365079,Bumps,Bumps
0,2,0,996,0.08562704664616436,0.3993237037472331,0.005493939393939393,0.43562550488726964,0.06579818139376956,0.004334798534798535,0.003796825396825397,Other_Faults,Bumps
0,2,0,886,0.11730169919519763,0.006595665445665445,0.023575974661733175,0.8056751077611759,0.0004,0.038598688317186755,0.00785286461904109,Other_Faults,Bumps
0,2,0,1148,0.7768694514292037,0.00970042735042735,0.0036197136197136195,0.19373199712224487,0.002177045177045177,0.0006,0.013301365301365302,Bumps,Bumps
0,2,0,1130,0.5643966160602385,0.005437761095114037,0.00095,0.3829395169673806,0.015562417115048693,0.01919247141747141,0.011521217344746756,Bumps,Bumps
0,2,0,1045,0.5620832124961381,0.0012649572649572648,0.0,0.43004841441668057,0.0038702380952380946,0.0,0.0027331777269857765,Bumps,Bumps
0,2,0,1231,0.4991014005688155,0.09040664233427392,0.0008837606837606839,0.37324689901601676,0.019335155530743765,0.0126808205210682,0.0043453213453213445,Bumps,Bumps
0,2,0,1242,0.4378937864079504,0.0027597402597402594,0.025296789321789328,0.5062380736910148,0.007572760280655017,0.016276512376512377,0.003962337662337662,Other_Faults,Bumps
0,2,0,1466,0.23092516176372357,0.0026939464044727197,0.04506801701050926,0.5515636127314751,0.16614371792638055,0.0036055441634389,0.0,Other_Faults,Other_Faults
0,2,0,1470,0.2653911796209953,0.012621887580943306,0.004886552336552337,0.5901980129030272,0.11632423686564553,0.009311464026169908,0.0012666666666666666,Other_Faults,Other_Faults
0,2,0,1786,0.12304525033789741,0.002989869281045752,0.011161297852474323,0.8496615923292394,0.0004,0.009500533616710086,0.003241456582633053,Other_Faults,Other_Faults
0,2,0,1590,0.01993379398379398,0.004380130980130979,0.0009166666666666665,0.3703854398783192,0.60256888912601,0.0,0.0018150793650793648,Pastry,Other_Faults
0,2,0,1756,0.0138247113997114,0.0016,0.0,0.7034895238576357,0.03598997946497947,0.0,0.2450957852776738,Other_Faults,Other_Faults
0,2,0,1438,0.44906344975114304,0.002085137085137085,0.0,0.5209016240639306,0.01750915750915751,0.00014285714285714284,0.010297774447774445,Other_Faults,Other_Faults
0,2,0,1319,0.2243069173516542,0.008804837646014118,0.030131457104986506,0.4912059564618388,0.24429845048312546,0.0006412698412698412,0.0006111111111111111,Other_Faults,Other_Faults
0,2,0,1809,0.49904649123666145,0.004347619047619047,0.0022865800865800863,0.40872556167602603,0.0802487199419088,0.0,0.005345028011204482,Bumps,Other_Faults
0,2,0,1726,0.1509005484711368,0.010124420024420025,0.023102913916149208,0.6351982603653653,0.17473159425713614,0.000419047619047619,0.005523215346744758,Other_Faults,Other_Faults
0,2,0,1425,0.5078561430056011,0.0007904187315952022,0.0005454545454545454,0.45853888598501596,0.019569265375147728,0.0013272727272727273,0.01137255962991257,Bumps,Other_Faults
0,2,0,1781,0.051427826585179526,0.004016666666666667,0.008317027417027417,0.9299758808185278,0.0021777777777777776,0.002399106449106449,0.0016857142857142856,Other_Faults,Other_Faults
0,2,0,1357,0.14287739895123794,0.003168253968253968,0.05196186868686868,0.7068095812254483,0.0006666666666666666,0.03976201184436477,0.05475421865715983,Other_Faults,Other_Faults
0,2,0,1356,0.04356341916597332,0.0,0.05043379333085218,0.8750083239601817,0.0,0.0012380952380952382,0.029756368304897723,Other_Faults,Other_Faults
0,2,0,1304,0.01795923520923521,0.004101731601731602,0.008596797646797645,0.766707558274199,0.19121476939812862,0.0,0.01141990786990787,Other_Faults,Other_Faults
0,2,0,1624,0.15902342421080826,0.017851983542773016,0.0013196078431372549,0.7106060255619852,0.10512288328286784,0.0014621561445090857,0.004613919413919414,Other_Faults,Other_Faults
0,2,0,1914,0.06715906577083049,0.0006000000000000001,0.050551659451659445,0.8292871040723984,0.0,0.02903316585375408,0.023369004851357785,Other_Faults,Other_Faults
0,2,0,1353,0.3616765359425577,0.0029275241098770514,0.022951068376068372,0.4571822967280399,0.01649594572094572,0.13160217690805934,0.007164452214452215,Other_Faults,Other_Faults
0,2,0,1833,0.10879754874468502,0.0027142857142857142,0.04617950937950937,0.7924322585395343,0.0034916666666666664,0.040444304714892944,0.005940426240426241,Other_Faults,Other_Faults
0,2,0,1599,0.15930570491599907,0.0061309163059163055,0.005740807231983703,0.739393604761252,0.03966369920928744,0.011851283683636624,0.037913983891925074,Other_Faults,Other_Faults
0,2,0,1496,0.15168401805452897,0.006459351759351759,0.018145741247057035,0.6554113756642398,0.1551554603978753,0.0006918578497525866,0.012452195027195027,Other_Faults,Other_Faults
0,2,0,1275,0.20842163506428207,0.009836727977904448,0.014846509536215424,0.3744426305033116,0.06566214348087411,0.3201786651257239,0.006611688311688312,Other_Faults,Other_Faults
0,2,0,1852,0.1763689571522389,0.0014265734265734267,0.030013397859450487,0.7740766622008883,0.0013,0.01166583767110083,0.005148571689748162,Other_Faults,Other_Faults
0,2,0,1638,0.5705113265045928,0.0026579012490777197,0.0006666666666666666,0.38891788856138676,0.027625412332765272,0.004944444444444445,0.004676360241066124,Bumps,Other_Faults
0,2,0,1778,0.05815862079097373,0.006504345654345654,0.028254431352960765,0.8964536128903776,0.003824553224553224,0.0037623004446533854,0.0030421356421356416,Other_Faults,Other_Faults
0,2,0,1845,0.0994161729309563,0.007444443327570262,0.01812360221477869,0.8550502574738643,0.006355985552115583,0.008717460317460318,0.004892078183254655,Other_Faults,Other_Faults
0,2,0,1497,0.05393526914262208,0.0033586802086802083,0.004860886567852512,0.579723026749652,0.35169707905613484,0.0,0.006425058275058274,Other_Faults,Other_Faults
0,2,0,1551,0.38876279674058295,0.009574236874236874,0.07451118589013325,0.46262973244505773,0.03539937741996565,0.025193118809295267,0.003929551820728291,Other_Faults,Other_Faults
0,2,0,1586,0.1886181125118433,0.01549381500852089,0.0011428571428571427,0.7559680074139827,0.021433138103726334,0.0033488400488400484,0.013995229770229774,Other_Faults,Other_Faults
0,2,0,1895,0.19215719696540154,0.025660359282959892,0.0008,0.7218148651657939,0.024916924011660853,0.005232442557442557,0.02941821201674142,Other_Faults,Other_Faults
0,2,0,1773,0.0887001194883548,0.0007333333333333333,0.0034422466422466425,0.8758301611786906,0.0034559936795230915,0.0196063924637454,0.008231753214106156,Other_Faults,Other_Faults
0,2,0,1346,0.2720634553698797,0.0023766899766899763,0.10976925493666978,0.47590006249340633,0.13683119378901104,0.0009676767676767676,0.0020916666666666666,Other_Faults,Other_Faults
0,2,0,1733,0.02307180217443375,0.0007857142857142857,0.04186466486729644,0.9036503595303909,0.003043939393939394,0.004669679993209405,0.022913839755016218,Other_Faults,Other_Faults
0,2,0,1343,0.424382786339907,0.013002091209444148,0.0003333333333333333,0.46609975697676925,0.06617294792410892,0.014825974025974025,0.015183110190463128,Other_Faults,Other_Faults
0,2,0,1707,0.015167712842712846,0.006896139971139972,0.012296037296037298,0.8691897455485693,0.08331783853401502,0.00013333333333333334,0.012999192474192473,Other_Faults,Other_Faults
0,2,0,1331,0.28749244566922577,0.012533539989422342,0.025757540498716966,0.62097950791039,0.04208573077249546,0.0038808482367305897,0.0072703869230185,Other_Faults,Other_Faults
0,2,0,1421,0.5453866658453346,0.010130255855255855,0.002833333333333333,0.42478122851520667,0.003071328671328672,0.0009333333333333333,0.01286385444620739,Bumps,Other_Faults
0,2,0,1741,0.10396842833808778,0.0,0.08544835602993497,0.8011614152101771,0.0014822954822954824,0.0017243589743589742,0.006215145965145965,Other_Faults,Other_Faults
0,2,0,1627,0.7272556733514166,0.0014023310023310025,0.0,0.2629943405235976,0.0013630952380952381,0.0,0.006984559884559885,Bumps,Other_Faults
0,2,0,1701,0.1027826836132564,0.0002222222222222222,0.02327806360306361,0.8302573708111636,0.035812898178532844,0.0008531468531468531,0.00679361471861472,Other_Faults,Other_Faults
0,2,0,1890,0.25087390736198795,0.009857260223436698,0.0010714285714285715,0.6867508859819234,0.00320518093018093,0.0007984126984126984,0.0474429242326301,Other_Faults,Other_Faults
0,2,0,1699,0.027280008880008873,0.009460819735819736,0.047409110042004765,0.734300121919704,0.16871133898780957,0.000125,0.012713600434653064,Other_Faults,Other_Faults
0,2,0,1545,0.42248151383360344,0.008704079254079254,0.11710194790589525,0.39420310611301346,0.028550747609803327,0.008176964701964703,0.02078164058164058,Bumps,Other_Faults
0,2,0,1317,0.12649537766155422,0.008523803647333059,0.06591940556004025,0.7642859627644455,0.02724058523176169,0.0030825119325119327,0.004452353202353203,Other_Faults,Other_Faults
0,2,0,1454,0.46353376019405407,0.003938616938616938,0.009156974398150868,0.45000798262624925,0.07264838012864326,0.0,0.0007142857142857142,Bumps,Other_Faults
0,2,0,1811,0.1660542259254334,0.024366985791985787,0.0019187229437229436,0.6141448390275015,0.1419511876152744,0.0006818181818181819,0.05088222051426385,Other_Faults,Other_Faults
0,2,0,1313,0.03269235094970388,0.03740242750885164,0.001494871794871795,0.6190119210339023,0.29865513516411357,0.0,0.010743293548556708,Other_Faults,Other_Faults
0,2,0,1315,0.11825672369426246,0.028976495752269734,0.001465151515151515,0.6093243280111702,0.20398150813754543,0.0002857142857142857,0.03771007860388666,Other_Faults,Other_Faults
0,2,0,1782,0.20677737944889676,0.0031487179487179485,0.21067208840351254,0.5610342484313076,0.0006707070707070707,0.0012982905982905986,0.016398568098568093,Other_Faults,Other_Faults
0,2,0,1652,0.31470730703764754,0.0017262626262626259,0.07274410808489756,0.43953411086677335,0.15038382361532524,0.005010401200107083,0.01589398656898657,Other_Faults,Other_Faults
0,2,0,1846,0.08401653756460259,0.006845526695526696,0.011087001887001886,0.8641087124863442,0.017278306660659604,0.0025571428571428572,0.01410677184872231,Other_Faults,Other_Faults
0,2,0,1272,0.028375476484300003,0.12158317198797074,0.019098456479880628,0.5945596954215377,0.19052084239290132,0.00037606837606837606,0.04548628885734148,Other_Faults,Other_Faults
0,2,0,1362,0.10344151890421241,0.0014025974025974027,0.04717474930470287,0.8279325979575977,0.0007579365079365079,0.0020487861811391223,0.017241813741813744,Other_Faults,Other_Faults
0,2,0,1582,0.03082690432202817,0.009402851388377705,0.003453952093657976,0.9038349787209693,0.0515078286264819,0.0002222222222222222,0.0007512626262626263,Other_Faults,Other_Faults
0,2,0,1372,0.43924789627011,0.0,0.0002222222222222222,0.45121081733310797,0.01211050207102839,0.009457592407592407,0.08775096969593878,Other_Faults,Other_Faults
0,2,0,1329,0.05014090952906742,0.005420307178201915,0.02859064642787552,0.8787614088268108,0.018790628815628815,0.001579365079365079,0.016716734143049933,Other_Faults,Other_Faults
0,2,0,1934,0.03806664315216946,0.0004852941176470588,0.09507273510802919,0.830083874630701,0.0027500721500721497,0.001148541980894922,0.03239283886048592,Other_Faults,Other_Faults
0,2,0,1410,0.3562670062771019,0.0009951723113487817,0.003231932773109243,0.5856017058930809,0.03142718751836398,0.018827838827838828,0.003649156399156399,Other_Faults,Other_Faults
0,2,0,1442,0.4314625921292329,0.003734942834942835,0.0005714285714285714,0.5314447075971843,0.027235562966445317,0.00016666666666666666,0.005384099234099233,Other_Faults,Other_Faults
0,2,0,1534,0.35076646065492806,0.0004444444444444444,0.022522558100654073,0.5987529822344843,0.0260079603660873,0.0,0.001505594199402249,Other_Faults,Other_Faults
0,2,0,1573,0.06897075836100605,0.01231213482080355,0.01636726851579793,0.5625496997412632,0.3222336827946737,0.0017576923076923078,0.015808763458763454,Other_Faults,Other_Faults
0,2,0,1402,0.48265161118551186,0.005638442113442114,0.015973324714501184,0.46575091807057767,0.018873447751079322,0.0075180337206652995,0.0035942224442224438,Bumps,Other_Faults
0,2,0,1349,0.4983215178612237,0.005889005439005439,0.006624947764653648,0.4010380344487624,0.08062461858447864,0.0002,0.007301875901875901,Bumps,Other_Faults
0,2,0,1509,0.11417330790124919,0.020960619274086763,0.0048592221503986205,0.7918047408645708,0.02705659454065026,0.012824913974913974,0.02832060129413069,Other_Faults,Other_Faults
0,2,0,1763,0.145721775206218,0.00587034632034632,0.24261491189409132,0.5456936641703668,0.001407936507936508,0.0022352941176470584,0.05645607178339376,Other_Faults,Other_Faults
0,2,0,1732,0.19722230718198225,0.003283549783549783,0.08004953543188839,0.6612972699728894,0.053339863731040195,0.002530345471521942,0.002277128427128427,Other_Faults,Other_Faults
0,2,0,1644,0.238717238686666,0.07758493875405642,0.040581676656676634,0.49986411332046043,0.06226229556477231,0.06650826395826397,0.014481473059104634,Other_Faults,Other_Faults
0,2,0,1377,0.05360298576552442,0.0,0.026736967934026752,0.8974821720505163,0.002463270063270063,0.0,0.01971460418666301,Other_Faults,Other_Faults
0,2,0,1691,0.12729546653037374,0.00783102453102453,0.03401128283481226,0.7456806875614921,0.014111075036075033,0.050972189557948064,0.020098273948273942,Other_Faults,Other_Faults
0,2,0,833,0.06536169663669662,0.4586698171109936,0.0007272727272727273,0.4148770608476491,0.05806718298041821,0.0019333333333333331,0.00036363636363636367,Dirtiness,Dirtiness
0,2,0,815,0.05369764907435185,0.42667285416345485,0.0010253393665158373,0.33855066016004925,0.13675026024886716,0.0,0.04330323698676103,Dirtiness,Dirtiness
0,2,0,819,0.12342901985355559,0.7053950196518304,0.0007619047619047618,0.14475158805762517,0.024762864500480593,0.0,0.0008996031746031745,Dirtiness,Dirtiness
0,2,0,849,0.007737301587301587,0.9819136716224951,0.0010063492063492063,0.005758916900093372,0.0017504273504273503,0.0,0.0018333333333333333,Dirtiness,Dirtiness
0,2,0,832,0.1311153710668418,0.4464721378294907,0.0007272727272727273,0.3534492381801206,0.0594476469608822,0.0064613660848954965,0.0023269671504965624,Dirtiness,Dirtiness
0,2,0,409,0.0,0.0,0.9880896825396824,0.004101190476190476,0.0,0.0,0.007809126984126985,K_Scratch,K_Scratch
0,2,0,379,0.010869588744588746,0.0006666666666666666,0.9720937229437226,0.014566450216450219,0.0011428571428571427,0.000375,0.0002857142857142857,K_Scratch,K_Scratch
0,2,0,402,0.0,0.0,0.9996666666666666,0.0,0.0,0.0,0.0003333333333333333,K_Scratch,K_Scratch
0,2,0,544,0.0008027777777777778,0.0,0.9576271245094775,0.041570097712744766,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,499,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,442,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,534,0.0209127103288868,0.0004857142857142857,0.32158554061177885,0.5751803742782846,0.0006666666666666666,0.00250647848883143,0.07866251533983731,Other_Faults,K_Scratch
0,2,0,392,0.0,0.0,0.9895648629148629,0.008924025974025975,0.0,0.0,0.001511111111111111,K_Scratch,K_Scratch
0,2,0,525,0.0,0.0,0.9788497642708168,0.021150235729183096,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,684,0.03391161313746452,0.0026448717948717947,0.40559560919816334,0.4796582024442706,0.002034199134199134,0.006635393725641404,0.06952011056538922,Other_Faults,K_Scratch
0,2,0,400,0.0010611111111111112,0.0,0.9698712953712956,0.011125435675435676,0.0,0.0,0.01794215784215784,K_Scratch,K_Scratch
0,2,0,468,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,629,0.0,0.0,0.9837541819291817,0.016120818070818072,0.0,0.0,0.000125,K_Scratch,K_Scratch
0,2,0,554,0.0006857142857142857,0.0,0.9947123376623378,0.004601948051948052,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,733,0.004596581196581196,0.0,0.93897145224057,0.05440388353476587,0.0,0.0002222222222222222,0.0018058608058608057,K_Scratch,K_Scratch
0,2,0,354,0.008371249012425482,0.0035777777777777774,0.863740462478698,0.11468193930252757,0.00845079365079365,0.0004,0.0007777777777777776,K_Scratch,K_Scratch
0,2,0,509,0.0,0.0,0.9878819014319015,0.012118098568098574,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,653,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,579,0.0,0.0,0.9996666666666667,0.0003333333333333333,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,364,0.014011141636141639,0.0006222222222222223,0.9557290043290044,0.028862631812631812,0.0,0.000775,0.0,K_Scratch,K_Scratch
0,2,0,563,0.0004222222222222222,0.0,0.9954222222222222,0.0028666666666666662,0.0,0.0,0.0012888888888888887,K_Scratch,K_Scratch
0,2,0,673,0.0003333333333333333,0.0,0.9834168638379166,0.016249802828750198,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,405,0.0,0.0,0.9846017316017317,0.01065937950937951,0.0,0.0,0.004738888888888889,K_Scratch,K_Scratch
0,2,0,466,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,578,0.0005714285714285714,0.0,0.9979047619047619,0.001238095238095238,0.0,0.0,0.0002857142857142857,K_Scratch,K_Scratch
0,2,0,588,0.0,0.0,0.9979831168831169,0.002016883116883117,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,528,0.0,0.0,0.985165873015873,0.01483412698412699,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,573,0.0005714285714285714,0.0,0.9777638694638696,0.021340026640026637,0.0,0.0,0.0003246753246753247,K_Scratch,K_Scratch
0,2,0,449,0.016885402050649728,0.0,0.6765346995711551,0.18636313088356452,0.0017303030303030301,0.0,0.11848646446432831,K_Scratch,K_Scratch
0,2,0,456,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,350,0.009123599439775908,0.005105555555555555,0.8326630487159898,0.14118872369460606,0.0071095238095238095,0.0012145604395604396,0.0035949883449883447,K_Scratch,K_Scratch
0,2,0,445,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,561,0.0009714285714285714,0.0,0.9967238095238096,0.0023047619047619045,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,517,0.0,0.0,0.9914807166517694,0.008185950014897383,0.0,0.0,0.0003333333333333333,K_Scratch,K_Scratch
0,2,0,510,0.0,0.0,0.9920264069264071,0.005923593073593073,0.0,0.0,0.0020499999999999997,K_Scratch,K_Scratch
0,2,0,558,0.0004,0.0,0.9983619047619047,0.0012380952380952382,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,644,0.014689932289932291,0.0010153846153846153,0.8962992657755042,0.05035920350719112,0.00018181818181818183,0.0007999999999999999,0.03665439563016961,K_Scratch,K_Scratch
0,2,0,464,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,590,0.01593691635162223,0.0020923076923076924,0.843724305003562,0.08837897621814034,0.0008484848484848484,0.0009538461538461538,0.048065163732036766,K_Scratch,K_Scratch
0,2,0,46,0.6659617706148563,0.012559651459651463,0.0004,0.24519323110632535,0.07471868015250031,0.0,0.0011666666666666665,Bumps,Pastry
0,2,0,16,0.018682414472352547,0.010911494791757952,0.029040048840048828,0.5920455606828672,0.33127959081681996,0.0,0.01804089039615356,Other_Faults,Pastry
0,2,0,67,0.15481570118048452,0.00993709798972957,0.0030833333333333333,0.5055675345466366,0.3258661742196571,0.0007301587301587301,0.0,Other_Faults,Pastry
0,2,0,151,0.12849723315899805,0.0,0.0,0.03348509765088711,0.3911368447943523,0.0002857142857142857,0.4465951101100484,Z_Scratch,Pastry
0,2,0,71,0.1507296146148314,0.0029228438228438226,0.00018181818181818183,0.22388002474821372,0.6217999843465787,0.0,0.0004857142857142857,Pastry,Pastry
0,2,0,39,0.1619689957101722,0.005014646464646465,0.013642590742590742,0.5668808858238428,0.24144997139083818,0.0006190476190476191,0.010423862248862251,Other_Faults,Pastry
0,2,0,85,0.24868399590605475,0.015105899329428742,0.014458313908313909,0.6044281507707975,0.0902722520943109,0.006871426286132169,0.020179961704961703,Other_Faults,Pastry
0,2,0,99,0.17268744833597785,0.03849104882046059,0.007777964519140989,0.3504068261803557,0.4277076717400248,0.0013555555555555556,0.0015734848484848486,Pastry,Pastry
0,2,0,29,0.08283656714802232,0.008815774456022135,0.013841206505912385,0.17070113359292932,0.7234161780256202,0.00023529411764705883,0.00015384615384615385,Pastry,Pastry
0,2,0,86,0.06949844469256232,0.0030135472370766483,0.01380802857273445,0.5928631665633989,0.288106451073866,0.0,0.03271036186036186,Other_Faults,Pastry
0,2,0,106,0.03661054207230676,0.035419362500244835,0.02126233537704126,0.09914536117477293,0.7989901766534115,0.0,0.008572222222222222,Pastry,Pastry
0,2,0,58,0.25893708975063473,0.006716769341769343,0.0,0.44973459982569924,0.279635774364954,0.0003076923076923077,0.00466807440925088,Other_Faults,Pastry
0,2,0,17,0.01602808693714266,0.005095446950710109,0.01675753690753691,0.5560783883127539,0.39704633436738695,0.00018181818181818183,0.0088123883426515,Other_Faults,Pastry
0,2,0,54,0.18712295237965273,0.05994930592283534,0.0017547619047619048,0.2196728240713536,0.5313751557213969,0.0,0.000125,Pastry,Pastry
0,2,0,50,0.7193172192597788,0.0011357142857142857,0.0,0.18536449222394863,0.09293257423055848,0.0,0.00125,Bumps,Pastry
0,2,0,142,0.11200564975959722,0.007695687645687645,0.007257647907647907,0.27981650364599286,0.5906300943466575,0.0,0.002594416694416694,Pastry,Pastry
0,2,0,311,0.003847915972915972,0.0,0.0,0.08162387576303987,0.005622438672438673,0.0,0.9089057695916056,Z_Scratch,Z_Scratch
0,2,0,326,0.0034459096459096457,0.0,0.0,0.04522950285009108,0.0,0.0,0.9513245875039993,Z_Scratch,Z_Scratch
0,2,0,270,0.0,0.0,0.0,0.00175,0.0,0.0,0.99825,Z_Scratch,Z_Scratch
0,2,0,335,0.037955374853904274,0.0,0.03440289987789987,0.7115911280412058,0.00016666666666666666,0.008213374958374958,0.20767055560194878,Other_Faults,Z_Scratch
0,2,0,201,0.028981731134362698,0.0007151515151515151,0.0,0.0524021067941346,0.0196464812964813,0.0,0.8982545292598699,Z_Scratch,Z_Scratch
0,2,0,195,0.0008571428571428571,0.0,0.0,0.011233333333333333,0.0002222222222222222,0.0,0.9876873015873017,Z_Scratch,Z_Scratch
0,2,0,188,0.01588936679935132,0.0,0.00040384615384615383,0.03652511655011656,0.0008476190476190476,0.0017297682709447415,0.9446042831781223,Z_Scratch,Z_Scratch
0,2,0,241,0.0029206349206349204,0.0,0.0,0.0013555555555555556,0.0,0.0,0.9957238095238095,Z_Scratch,Z_Scratch
0,2,0,323,0.006737179487179487,0.0018888888888888885,0.0006666666666666666,0.10497731939543087,0.00542005772005772,0.0,0.8803098878417762,Z_Scratch,Z_Scratch
0,2,0,318,0.005231379731379732,0.0,0.0,0.11272899195747495,0.0,0.0,0.8820396283111456,Z_Scratch,Z_Scratch
0,2,0,300,0.0014,0.0,0.0,0.004852380952380953,0.0004318181818181818,0.0,0.9933158008658011,Z_Scratch,Z_Scratch
0,2,0,346,0.05570300891059401,0.015062485467748625,0.025929984626656438,0.4744972527300701,0.09805114934085526,0.00035192982456140354,0.33040418909951397,Other_Faults,Z_Scratch
0,2,0,289,0.0003333333333333333,0.0,0.0,0.011104761904761904,0.0,0.0,0.9885619047619048,Z_Scratch,Z_Scratch
0,2,0,212,0.0,0.0,0.0,0.001966666666666667,0.0,0.0,0.9980333333333333,Z_Scratch,Z_Scratch
0,2,0,203,0.0036195488721804505,0.0006666666666666666,0.0002222222222222222,0.023827803483066644,0.0012984848484848485,0.0,0.9703652739073791,Z_Scratch,Z_Scratch
0,2,0,345,0.20796182628860652,0.02224795832822149,0.005777097902097903,0.573031960394267,0.031162183241595004,0.0031551282051282053,0.15666384564008412,Other_Faults,Z_Scratch
0,2,0,297,0.020275415958310696,0.0,0.0,0.06185151982520401,0.013918276168276168,0.0,0.9039547880482094,Z_Scratch,Z_Scratch
0,2,0,193,0.06543015791398142,0.00023529411764705883,0.0,0.0818744644588298,0.0011833333333333333,0.00011764705882352942,0.8511591031173844,Z_Scratch,Z_Scratch
0,2,0,189,0.022443856143856133,0.0008484848484848484,0.0,0.02681774336774337,0.005317909867909869,0.0,0.9445720057720058,Z_Scratch,Z_Scratch
0,2,0,767,0.01564411781029428,0.0,0.07210619511207746,0.04923699813258638,0.0005428571428571429,0.8624698318021852,0.0,Stains,Stains
0,2,0,773,0.0006095238095238096,0.0,0.0,0.0033888888888888888,0.0,0.9960015873015874,0.0,Stains,Stains
0,2,0,775,0.0,0.0,0.03904064873035461,0.04174944189797129,0.0,0.9192099093716745,0.0,Stains,Stains
0,2,0,787,0.011800494766671233,0.0,0.08668323522882346,0.07270702451143628,0.0005428571428571429,0.828266388350212,0.0,Stains,Stains
0,2,0,762,0.03308972416472415,0.005847785547785547,0.05584395604395604,0.09901568039803332,0.013306528438881377,0.7904046587399532,0.0024916666666666668,Stains,Stains
0,2,0,777,0.0,0.0,0.0019,0.0022333333333333333,0.0,0.9958666666666668,0.0,Stains,Stains
0,2,0,808,0.0020317460317460317,0.0,0.0453113997113997,0.016742424242424243,0.0,0.9353310966810964,0.0005833333333333333,Stains,Stains
0,3,0,913,0.930211451620275,0.0016965811965811966,0.0,0.051012078770902296,0.016400149850149853,0.0,0.0006797385620915033,Bumps,Bumps
0,3,0,1180,0.929884653418477,0.0,0.008654870946047416,0.059335800310800296,0.0019428571428571429,0.0,0.00018181818181818183,Bumps,Bumps
0,3,0,1005,0.3088126284762036,0.006463247863247862,0.0,0.4515418547288551,0.10895780944724955,0.016770460911637385,0.10745399857280674,Other_Faults,Bumps
0,3,0,1239,0.549440501844217,0.006579112554112554,0.02082612059423205,0.3896423511043481,0.026777423393599863,0.0035176406926406925,0.0032168498168498164,Bumps,Bumps
0,3,0,888,0.7516991168961756,0.0032611832611832607,0.008960404301580772,0.22194431385607855,0.0038206349206349206,0.0011746031746031743,0.00913974358974359,Bumps,Bumps
0,3,0,1216,0.9281350039537347,0.00010526315789473683,0.00013333333333333334,0.06400677707225694,0.0013585081585081587,0.0008571428571428571,0.0054039714671293634,Bumps,Bumps
0,3,0,942,0.5840875578240132,0.0024812409812409813,0.00036363636363636367,0.22453845263783365,0.18682507178923588,0.0002222222222222222,0.001481818181818182,Bumps,Bumps
0,3,0,922,0.36881653629831357,0.03237347652347652,0.0033899572649572648,0.2264914984967921,0.36763459202252113,0.0007272727272727273,0.0005666666666666666,Bumps,Bumps
0,3,0,1191,0.6580998933471076,0.0031689560439560438,0.03394878571720676,0.21680693615809712,0.023988099765731342,0.06398732896790171,0.0,Bumps,Bumps
0,3,0,1192,0.2451521647341307,0.030536294424529715,0.0022283272283272282,0.5446586470031513,0.14362352093211228,0.002675533616710087,0.031125512061038366,Other_Faults,Bumps
0,3,0,1089,0.43375670431048113,0.009662858014019005,0.012644237135413605,0.4157175320654578,0.11252387992983971,0.004598651348651349,0.011096137196137194,Bumps,Bumps
0,3,0,1171,0.9466341132723484,0.0,0.00016666666666666666,0.051165670277434995,0.001212121212121212,0.0,0.0008214285714285714,Bumps,Bumps
0,3,0,970,0.4387236093541819,0.0008333333333333333,0.005873274094326726,0.5116243774629227,0.011118993871625451,0.031826411883610024,0.0,Other_Faults,Bumps
0,3,0,1102,0.2756753498221765,0.0048315581477346185,0.006348953823953824,0.5772910706270585,0.11966765854366752,0.0038478798978798974,0.012337529137529137,Other_Faults,Bumps
0,3,0,1113,0.37872214480565874,0.0008595238095238096,0.059869012514832946,0.4843945953856945,0.00307870821988469,0.007392453624806566,0.06568356163959878,Other_Faults,Bumps
0,3,0,1071,0.6755305234239445,0.0008,0.0,0.2252735835114319,0.05401980421539243,0.0061901820401820415,0.038185906809049236,Bumps,Bumps
0,3,0,1052,0.575815048608083,0.000997835497835498,0.0,0.4028455070127669,0.015049562365738836,0.0,0.005292046515575929,Bumps,Bumps
0,3,0,1065,0.6249076948163635,0.005321364746364747,0.004442857142857143,0.3385291695490612,0.0243416841328606,0.0,0.00245722961249277,Bumps,Bumps
0,3,0,1255,0.559106236462196,0.0008040404040404041,0.008946074917514547,0.3870727551086683,0.017880434271610738,0.00768023088023088,0.018510227955738794,Bumps,Bumps
0,3,0,984,0.2513128838481782,0.01762373231343819,0.02957624915504171,0.6317545532211167,0.013954437229437228,0.038153410555732514,0.017624733677055658,Other_Faults,Bumps
0,3,0,1193,0.34329310944301655,0.033446814786520666,0.006546897220426631,0.45833275586814287,0.09258978506014118,0.003900186741363212,0.06189045088038894,Other_Faults,Bumps
0,3,0,1110,0.25269099568302367,0.0015973431796961208,0.11820174683417727,0.5644038162817575,0.00360812324929972,0.0063782051282051284,0.05311976964384086,Other_Faults,Bumps
0,3,0,1202,0.5292984631325662,0.007660569659099071,0.0014705128205128204,0.4385397631836012,0.010141661932838403,0.010470631002983944,0.0024183982683982684,Bumps,Bumps
0,3,0,906,0.8652370389844077,0.0011136363636363637,0.00018181818181818183,0.08578002618296739,0.04544407369376407,0.0,0.0022434065934065933,Bumps,Bumps
0,3,0,1187,0.3886783637415214,0.0029388231049995756,0.049311318909848294,0.5409973060135599,0.00671052966641202,0.006939971139971139,0.004423687423687424,Other_Faults,Bumps
0,3,0,1086,0.15566950985890624,0.0046256021756021755,0.20788255869517488,0.6141352545029791,0.01066491563991564,0.0010833333333333333,0.005938825794088952,Other_Faults,Bumps
0,3,0,1146,0.8449222907811147,0.001212121212121212,0.0010169477581242288,0.14972086247086255,0.002238888888888889,0.0,0.0008888888888888888,Bumps,Bumps
0,3,0,1049,0.6532640995743167,0.0009523809523809524,0.0,0.3388526598100901,0.004871206571206572,0.0003076923076923077,0.0017519607843137254,Bumps,Bumps
0,3,0,866,0.380909696873474,0.004537949795302737,0.0033576423576423572,0.5615801639365101,0.044270729743252975,0.00025,0.005093817293817295,Other_Faults,Bumps
0,3,0,948,0.5671317899249007,0.0009523809523809524,0.04106909408960491,0.3633260646903836,0.021824746821805636,0.0,0.005695923520923521,Bumps,Bumps
0,3,0,1233,0.7443912581772189,0.00911031746031746,0.0005934065934065934,0.19224042356553125,0.02820038493498246,0.0012230880230880232,0.0242411212454556,Bumps,Bumps
0,3,0,1120,0.33654215866692666,0.0045174825174825175,0.020261899211899213,0.5786168691301821,0.004196890038066508,0.0052347402597402596,0.050629960175703204,Other_Faults,Bumps
0,3,0,1169,0.6484769342886219,0.00016666666666666666,0.0003333333333333333,0.34548055022033364,0.005209182157711568,0.0,0.0003333333333333333,Bumps,Bumps
0,3,0,1230,0.7497568730632971,0.011983087174263643,0.0010243589743589743,0.21535663583922096,0.014100244217426878,0.0035156288156288156,0.004263171915803494,Bumps,Bumps
0,3,0,1103,0.11658460980584759,0.026986397666660826,0.0038985292485292484,0.7440562297501184,0.051472325117337896,0.0032852941176470586,0.05371661429385889,Other_Faults,Bumps
0,3,0,920,0.8932282554906396,0.0003076923076923077,0.0,0.07990711061384434,0.02555358024328612,0.00040336134453781514,0.0006,Bumps,Bumps
0,3,0,1098,0.0414091517529598,0.0,0.2641977851096271,0.6808657841298708,0.0,0.0,0.013527279007542166,Other_Faults,Bumps
0,3,0,1011,0.6019480146183066,0.0,0.00014285714285714284,0.32848436922591945,0.04423623529033746,0.0007371794871794872,0.02445134423539995,Bumps,Bumps
0,3,0,1219,0.9043889589598572,0.0005052631578947368,0.0011190476190476191,0.09063509856156918,0.0014095959595959596,0.0002222222222222222,0.0017198135198135196,Bumps,Bumps
0,3,0,1232,0.8322066124965506,0.0034355661881977665,0.00065,0.15765903317528704,0.0013316239316239313,0.0,0.00471716420834068,Bumps,Bumps
0,3,0,1772,0.15240095251325905,0.0005398692810457516,0.03913237873237874,0.7799228596223173,0.0015388888888888887,0.015630230227289047,0.010834820734820734,Other_Faults,Other_Faults
0,3,0,1839,0.15220320679492505,0.006087606837606837,0.03901180486180487,0.7680207075260483,0.015779814629814627,0.013734487408016822,0.005162371941783706,Other_Faults,Other_Faults
0,3,0,1278,0.3090225651885097,0.002406371406371406,0.01832633403747955,0.5446209668126855,0.11996253913784881,0.0,0.005661223417105771,Other_Faults,Other_Faults
0,3,0,1716,0.009065151515151514,0.0,0.20341851632199937,0.7700831118743663,0.0,0.0009047619047619046,0.01652845838372154,Other_Faults,Other_Faults
0,3,0,1328,0.03657634485397643,0.0030641858141858135,0.03496399695076165,0.9022269585849307,0.0046438672438672435,0.0004,0.018124646552278134,Other_Faults,Other_Faults
0,3,0,1927,0.08676870759099863,0.015245339627692565,0.009254711954711956,0.7583636728768309,0.04468032082296788,0.001990873015873016,0.08369637411092516,Other_Faults,Other_Faults
0,3,0,1777,0.09821328289873181,0.0044793650793650795,0.0616077853347203,0.7913480792856953,0.012293001443001444,0.0019143079143079142,0.030144178044178037,Other_Faults,Other_Faults
0,3,0,1633,0.2464298018115356,0.02144027597789207,0.0003333333333333333,0.6589429576701249,0.018857872639915983,0.0028973248973248973,0.051098433669873274,Other_Faults,Other_Faults
0,3,0,1765,0.08382090274706376,0.0032407997231526644,0.16114028471528463,0.7295298669081179,0.0018357142857142858,0.006436713286713288,0.013995718333953628,Other_Faults,Other_Faults
0,3,0,1683,0.06370941547459585,0.08836790235086106,0.11174436511201223,0.5549430036659173,0.1436601598779617,0.0,0.037575153518651976,Other_Faults,Other_Faults
0,3,0,1483,0.011089746510799142,0.0018511096746390864,0.001563270063270063,0.9742630738370676,0.009982583464007615,0.00036363636363636367,0.0008865800865800866,Other_Faults,Other_Faults
0,3,0,1332,0.1005242035226556,0.0044014652014652015,0.010464924781101252,0.8329781294385012,0.046549134199134194,0.0,0.005082142857142857,Other_Faults,Other_Faults
0,3,0,1694,0.07677280584912163,0.05335023383049699,0.259213603063603,0.5388204906204905,0.023115377750904068,0.0002,0.04852748888538361,Other_Faults,Other_Faults
0,3,0,1528,0.07198869280014791,0.10877115546132583,0.04073608613608614,0.6920730243164359,0.03666657182686594,0.00065,0.04911446945913899,Other_Faults,Other_Faults
0,3,0,1828,0.051469542222483386,0.0013611111111111111,0.01790899541634836,0.8750354248692481,0.0019365079365079364,0.04835486866075101,0.003933549783549784,Other_Faults,Other_Faults
0,3,0,1364,0.0746754616900128,0.0,0.04764563915616546,0.8661253103449703,0.00025,0.0004,0.010903588808851967,Other_Faults,Other_Faults
0,3,0,1375,0.020121573155087086,0.0006666666666666666,0.0939030885780886,0.8752913440790374,0.0,0.0,0.01001732752112009,Other_Faults,Other_Faults
0,3,0,1270,0.02798622817894926,0.050557720787983935,0.02036142512458301,0.7365888860944623,0.1308053968566992,0.0,0.03370034295732236,Other_Faults,Other_Faults
0,3,0,1595,0.050614378921731845,0.06253400978106859,0.011031646131646134,0.7978222019896166,0.018426499317675784,0.0,0.05957126385826074,Other_Faults,Other_Faults
0,3,0,1337,0.07957471318671011,0.0021880952380952377,0.03939138373666237,0.8622235948004526,0.004168364762172812,0.0033083694083694084,0.00914547886753769,Other_Faults,Other_Faults
0,3,0,1721,0.07597978738667595,0.01854486346986347,0.012920491058648956,0.6607283214893116,0.21953596703434175,0.0002857142857142857,0.012004855275443512,Other_Faults,Other_Faults
0,3,0,1640,0.35707489210823584,0.13110525710100016,0.0014746753246753245,0.3852913777759905,0.12015490263950021,0.0022808302808302807,0.002618064769767556,Other_Faults,Other_Faults
0,3,0,1884,0.41980452061997003,0.24765139282801807,0.00036363636363636367,0.28217720605548724,0.043983432571900065,0.002857040998217469,0.003162770562770563,Bumps,Other_Faults
0,3,0,1872,0.7295193525656676,0.005528643578643579,0.0,0.25322842465710954,0.011723579198579198,0.0,0.0,Bumps,Other_Faults
0,3,0,1284,0.17788129788168497,0.020626636229267813,0.006836480186480186,0.42227461920604326,0.3614514543420117,0.0034816045066045067,0.0074479076479076495,Other_Faults,Other_Faults
0,3,0,1610,0.4441928913248097,0.0029199134199134197,0.00015384615384615385,0.3600525495088661,0.19199550547491734,0.0002,0.0004852941176470588,Bumps,Other_Faults
0,3,0,1832,0.05919785704491585,0.009284476634476633,0.013440247007894065,0.8798658914614793,0.0027417693417693414,0.02227199516170105,0.01319776334776335,Other_Faults,Other_Faults
0,3,0,1557,0.03946160542244133,0.0020555555555555557,0.17800354693466156,0.6851731376208929,0.00881212121212121,0.006907865990218931,0.07958616726410844,Other_Faults,Other_Faults
0,3,0,1856,0.03625729287052815,0.0031285714285714285,0.0020095747389865036,0.9516751572387022,0.004581453634085213,0.0008571428571428571,0.0014908072319837027,Other_Faults,Other_Faults
0,3,0,1395,0.08837267004245063,0.018610017983392596,0.3354546293146139,0.3797436330667283,0.17671666864043356,0.00016666666666666666,0.0009357142857142857,Other_Faults,Other_Faults
0,3,0,1499,0.11338882929935562,0.0007777777777777776,0.016886724386724384,0.838941265605739,0.020216122766122765,0.0010507936507936507,0.008738486513486514,Other_Faults,Other_Faults
0,3,0,1521,0.03287359046182576,0.08463353854607725,0.009651559551559549,0.5626014010980424,0.2957232635390065,0.0,0.01451664680348891,Other_Faults,Other_Faults
0,3,0,1417,0.24121843973468687,0.0008871794871794873,0.0010386554621848738,0.6180019553070576,0.13436635187147303,0.0006666666666666666,0.0038207514707514706,Other_Faults,Other_Faults
0,3,0,1411,0.5093256123447604,0.0009418914418914418,0.0015379953379953378,0.47511500847233107,0.012812825736355147,0.0,0.0002666666666666667,Bumps,Other_Faults
0,3,0,1369,0.15427103892839186,0.023428386319562795,0.00015384615384615385,0.742187714409773,0.06544953314659196,0.008316183816183815,0.0061932972256501665,Other_Faults,Other_Faults
0,3,0,1448,0.6261618966001318,0.018217815517815518,0.019247640019079644,0.32282692136724667,0.011843345543345542,0.0,0.0017023809523809522,Bumps,Other_Faults
0,3,0,1340,0.09851540959040961,0.004210311910311911,0.019227971375030194,0.8521629202496855,0.012837960079136545,0.0011428571428571427,0.011902569652569653,Other_Faults,Other_Faults
0,3,0,1301,0.00653279824750413,0.0003333333333333333,0.001045066045066045,0.8249786452969109,0.16682444279147068,0.0,0.0002857142857142857,Other_Faults,Other_Faults
0,3,0,1843,0.0458269792299204,0.07289947021502748,0.018909201909201905,0.8214369347370888,0.020527002727234914,0.0006303030303030304,0.019770108151222696,Other_Faults,Other_Faults
0,3,0,1347,0.06916060981502158,0.009103219003219002,0.006584004884004882,0.3725396136027711,0.5424875526949832,0.0,0.000125,Pastry,Other_Faults
0,3,0,1524,0.025804483169572685,0.11188534283054408,0.05098571779098095,0.6606655281795879,0.1201651469311861,0.0,0.03049378109812892,Other_Faults,Other_Faults
0,3,0,1473,0.6932308276261067,0.011873654613360495,0.0036876972700502107,0.2585797541124166,0.017067818292818296,0.009809540459540462,0.005750707625707627,Bumps,Other_Faults
0,3,0,1695,0.17486248293330353,0.005248556998556998,0.00953943213649096,0.7500765304698743,0.013811132168485108,0.002412301587301587,0.044049563705987844,Other_Faults,Other_Faults
0,3,0,1371,0.1775185559191113,0.003651948051948052,0.001969724393253805,0.7465157076071801,0.02851222858668678,0.024337659562659555,0.017494175879160398,Other_Faults,Other_Faults
0,3,0,1656,0.14672131346465722,0.14484087807617227,0.009188257820610763,0.5229973499067155,0.1677718977015417,0.001,0.007480303030303031,Other_Faults,Other_Faults
0,3,0,1500,0.1341837778148924,0.002254856254856255,0.02381681689483547,0.8171021989018896,0.013267371517371515,0.0014952380952380953,0.007879740520916991,Other_Faults,Other_Faults
0,3,0,1930,0.07848014942573765,0.0,0.023404452221325284,0.876035790972014,0.00014285714285714284,0.003176190476190476,0.018760559761875552,Other_Faults,Other_Faults
0,3,0,1619,0.5787125308128401,0.0014890756302521008,0.0,0.41283065214798986,0.005577265218441688,0.0,0.0013904761904761905,Bumps,Other_Faults
0,3,0,1563,0.1614822839269435,0.0016666666666666666,0.0011904761904761904,0.23243468406378637,0.002847041847041847,0.007993138234314705,0.5923857090707707,Z_Scratch,Other_Faults
0,3,0,1821,0.19459685690126866,0.07693030139794847,0.0023634920634920636,0.15836832056832065,0.5571198938316589,0.0,0.010621135237311709,Pastry,Other_Faults
0,3,0,1562,0.19345253885261635,0.0024639194139194137,0.15364874145462373,0.5287732490076147,0.0010555555555555555,0.026707701199729064,0.09389829451594159,Other_Faults,Other_Faults
0,3,0,1443,0.4375049738101599,0.0020677655677655677,0.0,0.5246265871727169,0.028903700977385177,0.0,0.006896972471972472,Other_Faults,Other_Faults
0,3,0,1533,0.5470118557341165,0.0021373737373737373,0.023337152991487357,0.4045089808338563,0.020558418215771146,0.0,0.0024462184873949577,Bumps,Other_Faults
0,3,0,1815,0.1796277350702274,0.01577479260505576,0.0002967032967032967,0.3272545960104716,0.47625812772949716,0.0,0.0007880452880452881,Pastry,Other_Faults
0,3,0,1880,0.13600518925518942,0.024465029415029413,0.0005555555555555556,0.8032785298035291,0.022580167055167053,0.00936913641913642,0.0037463924963924964,Other_Faults,Other_Faults
0,3,0,1863,0.0761022361195736,0.0,0.16331287601287606,0.7364984988523688,0.0,0.0,0.024086389015181578,Other_Faults,Other_Faults
0,3,0,1932,0.060922687563554435,0.0,0.02419203019203019,0.9016334091175422,0.0004,0.0016261904761904762,0.01122568265068265,Other_Faults,Other_Faults
0,3,0,1564,0.6963760374902018,0.0,0.004030119880119879,0.28244284441908296,0.0006666666666666666,0.0,0.01648433154392907,Bumps,Other_Faults
0,3,0,1859,0.3863158191395808,0.0022246031746031743,0.01857553908080224,0.5459206575845896,0.03201119174942703,0.0016984848484848482,0.013253704422512471,Other_Faults,Other_Faults
0,3,0,1831,0.17113473036251683,0.10043382645046726,0.010866899766899769,0.631551942312933,0.07903795353253561,0.0014025252525252526,0.0055721223221223215,Other_Faults,Other_Faults
0,3,0,1598,0.0766173788200104,0.05236314151105172,0.00136979131979132,0.8144465364357005,0.03126328475446121,0.0,0.023939867158984805,Other_Faults,Other_Faults
0,3,0,1486,0.08704937289232957,0.001908896658896659,0.009360576351752824,0.8653551835609086,0.02037393564290116,0.0008675324675324676,0.015084502425678895,Other_Faults,Other_Faults
0,3,0,1449,0.22359775606230708,0.0014287007110536521,0.0,0.7218982628929973,0.04775756863357748,0.001107142857142857,0.004210568842921784,Other_Faults,Other_Faults
0,3,0,1583,0.02755519047515951,0.007303871292106585,0.002279120879120879,0.9086919957235748,0.053648813226677014,0.0,0.0005210084033613444,Other_Faults,Other_Faults
0,3,0,1576,0.05521303187098718,0.006533525298231181,0.0032920634920634924,0.8355895368451264,0.0984324921380649,0.0009393503555268262,0.0,Other_Faults,Other_Faults
0,3,0,1515,0.2895485237101035,0.007035994397759104,0.006535120598355894,0.6611924418602739,0.017488511651746943,0.002649034299034299,0.01555037348272642,Other_Faults,Other_Faults
0,3,0,1612,0.8456119328384039,0.0010761904761904762,0.00016666666666666666,0.15101171018523973,0.0021334998334998335,0.0,0.0,Bumps,Other_Faults
0,3,0,1379,0.023168240376754308,0.0,0.011090873015873016,0.9515643183270122,0.0,0.0,0.01417656828036085,Other_Faults,Other_Faults
0,3,0,839,0.07491697586039686,0.8047190837628144,0.0,0.08667716677886958,0.03181534502649052,0.00065,0.0012214285714285714,Dirtiness,Dirtiness
0,3,0,848,0.0053055555555555555,0.9832364662341442,0.0,0.007629057870234341,0.0028765393876848985,0.0,0.0009523809523809524,Dirtiness,Dirtiness
0,3,0,850,0.049512550710383525,0.8609497313831678,0.0005428571428571429,0.06829045773627815,0.0067224030011955715,0.001342436974789916,0.012639563051327758,Dirtiness,Dirtiness
0,3,0,834,0.14723396488272655,0.5951330147664516,0.0009090909090909091,0.1895898487992917,0.06440832306668219,0.001975757575757576,0.0007499999999999999,Dirtiness,Dirtiness
0,3,0,864,0.13240653107642278,0.7569857354891413,0.0,0.07379005013734115,0.036531969011380755,0.0,0.0002857142857142857,Dirtiness,Dirtiness
0,3,0,527,0.0004761904761904762,0.0,0.9742508713508713,0.022032461982461983,0.0,0.0,0.00324047619047619,K_Scratch,K_Scratch
0,3,0,703,0.0002857142857142857,0.0,0.8539580655154965,0.1457562201987899,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,533,0.022151042988659084,0.0019349278172807582,0.5193249514847039,0.40583061572070844,0.0007888888888888889,0.0026819632981397684,0.04728760980161909,K_Scratch,K_Scratch
0,3,0,677,0.0,0.0,0.9857893217893218,0.014210678210678212,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,737,0.12160155627825908,0.08579553073345643,0.012941178704336597,0.3490747824586835,0.39634123402397375,0.0005,0.03374571780129056,Pastry,K_Scratch
0,3,0,617,0.0002857142857142857,0.0,0.9683778665778666,0.03133641913641913,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,591,0.027110676251852723,0.0,0.8595652754108637,0.09002529153852686,0.0,0.0,0.023298756798756787,K_Scratch,K_Scratch
0,3,0,454,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,595,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,353,0.0023627705627705625,0.0,0.9222530303030305,0.07331753246753246,0.0013047619047619047,0.0007619047619047618,0.0,K_Scratch,K_Scratch
0,3,0,512,0.00219047619047619,0.0,0.9802349206349205,0.013143650793650794,0.0,0.0,0.00443095238095238,K_Scratch,K_Scratch
0,3,0,648,0.0,0.0,0.9936302641802642,0.006369735819735819,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,560,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,575,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,461,0.0007142857142857142,0.0,0.9676481962481963,0.016356782106782108,0.0,0.0,0.015280735930735933,K_Scratch,K_Scratch
0,3,0,348,0.006132367632367633,0.0005333333333333334,0.828894652569653,0.155426123876124,0.006343650793650793,0.001875,0.000794871794871795,K_Scratch,K_Scratch
0,3,0,401,0.0010666666666666667,0.0,0.9974928571428572,0.0,0.0,0.0,0.0014404761904761902,K_Scratch,K_Scratch
0,3,0,701,0.0,0.0,0.9914372405372406,0.008562759462759462,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,643,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,626,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,695,0.0,0.0,0.9954304029304031,0.004569597069597069,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,411,0.0009999999999999998,0.0,0.9829137085137089,0.0062660894660894655,0.0,0.0,0.009820202020202019,K_Scratch,K_Scratch
0,3,0,358,0.005908602508602509,0.0012683982683982685,0.7565956654456661,0.23144833499833525,0.0032341269841269843,0.00075,0.000794871794871795,K_Scratch,K_Scratch
0,3,0,384,0.15406642547339164,0.0006666666666666666,0.3385018565284045,0.47648904267387204,0.027376020049781666,0.0028999886078833444,0.0,Other_Faults,K_Scratch
0,3,0,389,0.24616501227530643,0.011010101010101008,0.010088809144072302,0.3019071500738685,0.42968949748222185,0.0,0.0011394300144300146,Pastry,K_Scratch
0,3,0,711,0.0013755411255411255,0.0,0.9850122571872574,0.012519669219669221,0.0,0.0,0.0010925324675324676,K_Scratch,K_Scratch
0,3,0,387,0.1693275152607971,0.0006666666666666666,0.31126226833881643,0.4889847460932599,0.027049219072980687,0.0022777663856611225,0.0004318181818181818,Other_Faults,K_Scratch
0,3,0,650,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,431,0.0,0.0,0.9994285714285714,0.0005714285714285714,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,587,0.03451482108362914,0.0020303030303030303,0.7300437053142937,0.18134181301154995,0.00016666666666666666,0.0011439096850861556,0.05075878120847161,K_Scratch,K_Scratch
0,3,0,599,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,614,0.0,0.0,0.9998181818181817,0.00018181818181818183,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,638,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,451,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,592,0.0,0.0,0.9993333333333334,0.0006666666666666666,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,642,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,375,0.00717053502053502,0.000819047619047619,0.9418833222333222,0.048541236541236536,0.0005555555555555556,0.0010303030303030303,0.0,K_Scratch,K_Scratch
0,3,0,518,0.025835351576528044,0.0,0.8149274521230405,0.13477006343329884,0.0,0.0,0.02446713286713286,K_Scratch,K_Scratch
0,3,0,535,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,27,0.17927949405255916,0.04456033338007022,0.008790786578402678,0.2727095887170965,0.4941597972718716,0.0,0.0005,Pastry,Pastry
0,3,0,33,0.18751191353366298,0.004128205128205128,0.005257958707958707,0.2489178887160312,0.5538983196284277,0.0,0.0002857142857142857,Pastry,Pastry
0,3,0,137,0.20787664160744657,0.008116017316017316,0.002336263736263736,0.15698344414443496,0.6192712589268318,0.0009380952380952381,0.00447827903091061,Pastry,Pastry
0,3,0,47,0.2786578001805558,0.007258568882098294,0.0020676129426129425,0.16924746100581348,0.5427685569889203,0.0,0.0,Pastry,Pastry
0,3,0,132,0.046184828793497494,0.003906970806970807,0.0,0.08110237454324144,0.8685201115705758,0.0,0.0002857142857142857,Pastry,Pastry
0,3,0,88,0.24640381426966584,0.11297512126676214,0.0006632478632478632,0.32920866821688793,0.2844246828163236,0.0,0.026324465567112623,Other_Faults,Pastry
0,3,0,68,0.19059909967913083,0.011157890793417106,0.0033318986568986572,0.5435056146915259,0.2469727077686084,0.0002,0.004232788410419989,Other_Faults,Pastry
0,3,0,73,0.10265284612188644,0.005409244264507423,0.001238095238095238,0.6186123253509477,0.2694150781021523,0.0002857142857142857,0.0023866966366966366,Other_Faults,Pastry
0,3,0,93,0.24536369002514521,0.007109907576084045,0.05475472769404659,0.5494035344084881,0.12240703114395073,0.0009787157287157288,0.0199823934235699,Other_Faults,Pastry
0,3,0,21,0.013400471424000839,0.004574603174603174,0.0055509864318687855,0.5745509442999384,0.4007682827148771,0.0,0.0011547119547119546,Other_Faults,Pastry
0,3,0,59,0.2290121998916118,0.0031726051726051726,0.001391025641025641,0.33443209270538304,0.3473896170863731,0.018079374220550688,0.06652308528245053,Pastry,Pastry
0,3,0,24,0.025000142014847897,0.004399006549006549,0.01728039738039738,0.5425052647472925,0.402927203902049,0.0,0.007887985406406457,Other_Faults,Pastry
0,3,0,127,0.04290973552591198,0.0035567460317460315,0.0007023809523809524,0.37677269077671516,0.5745334467132457,0.0,0.0015249999999999999,Pastry,Pastry
0,3,0,26,0.11972062643239119,0.005792094017094018,0.002104249259512417,0.3537483808984272,0.5176632208211467,0.0,0.0009714285714285714,Pastry,Pastry
0,3,0,94,0.20671252979047103,0.008087354312354314,0.030021162196936194,0.5933183647811324,0.15442259358111032,0.0038136363636363637,0.003624358974358974,Other_Faults,Pastry
0,3,0,104,0.024635041918865445,0.010910422910422908,0.0018620137172768749,0.17066189126490983,0.789500593558488,0.0,0.0024300366300366296,Pastry,Pastry
0,3,0,320,0.0018833333333333332,0.0,0.0,0.054458812841784984,0.0,0.0,0.9436578538248818,Z_Scratch,Z_Scratch
0,3,0,308,0.00619902679020326,0.0,0.0,0.10893336922795127,0.00317948717948718,0.0,0.8816881168023584,Z_Scratch,Z_Scratch
0,3,0,261,0.00396326042378674,0.0,0.0007272727272727273,0.022872032353611307,0.004056493506493506,0.0,0.9683809409888359,Z_Scratch,Z_Scratch
0,3,0,194,0.056985931388872535,0.0,0.0,0.05653944911297851,0.0,0.0,0.8864746194981489,Z_Scratch,Z_Scratch
0,3,0,328,0.010752751488277805,0.0,0.0,0.0900397847594442,0.007609798534798535,0.0,0.8915976652174794,Z_Scratch,Z_Scratch
0,3,0,174,0.0,0.0,0.0,0.00665954045954046,0.0012393162393162394,0.0,0.9921011433011434,Z_Scratch,Z_Scratch
0,3,0,258,0.004279999240525556,0.0030545454545454548,0.0,0.030162652844231797,0.001989321789321789,0.0,0.9605134806713757,Z_Scratch,Z_Scratch
0,3,0,333,0.044297463845064444,0.0020205128205128204,0.3330687773269042,0.424105625463288,0.0025023310023310026,0.006189384592016171,0.1878159049498833,Other_Faults,Z_Scratch
0,3,0,298,0.0037968253968253965,0.0,0.0007272727272727273,0.03400163774134361,0.0035206349206349206,0.0,0.9579536292139234,Z_Scratch,Z_Scratch
0,3,0,336,0.08589438878115346,0.0014666666666666667,0.06596804763863587,0.6550827236403084,0.0012380952380952382,0.0119181891208207,0.17843188891431927,Other_Faults,Z_Scratch
0,3,0,190,0.0009523809523809524,0.0,0.0,0.005387301587301587,0.0004,0.0,0.9932603174603175,Z_Scratch,Z_Scratch
0,3,0,315,0.0006833333333333332,0.0,0.0,0.05211674934972149,0.0,0.0,0.9471999173169453,Z_Scratch,Z_Scratch
0,3,0,310,0.0023508658008658005,0.0,0.0,0.04776298840478409,0.0,0.0,0.9498861457943502,Z_Scratch,Z_Scratch
0,3,0,202,0.00637009657009657,0.0008205128205128205,0.0,0.029823665223665217,0.003573382173382173,0.0,0.9594123432123433,Z_Scratch,Z_Scratch
0,3,0,317,0.0009690476190476191,0.0,0.0,0.053609822942795086,0.0,0.0,0.9454211294381576,Z_Scratch,Z_Scratch
0,3,0,244,0.02955200263273018,0.00014285714285714284,0.0,0.05284031008551133,0.004871731862908334,0.0003333333333333333,0.9122597649426598,Z_Scratch,Z_Scratch
0,3,0,206,0.11292853796530275,0.0,0.47715932580491405,0.19000120728944256,0.08642043201896142,0.0,0.13349049692137935,K_Scratch,Z_Scratch
0,3,0,288,0.02169208045995971,0.0,0.0,0.11336240129839206,0.013745396270396266,0.0,0.8512001219712523,Z_Scratch,Z_Scratch
0,3,0,301,0.034384233310549094,0.002166666666666667,0.0006785714285714286,0.08457002106940185,0.001991414141414141,0.00075,0.8754590933833968,Z_Scratch,Z_Scratch
0,3,0,798,0.0005357142857142857,0.0,0.009273088023088025,0.011764357864357864,0.0,0.9784268398268398,0.0,Stains,Stains
0,3,0,769,0.0012562271062271063,0.0,0.045574273825589595,0.07590225607725605,0.0,0.877267242990927,0.0,Stains,Stains
0,3,0,771,0.0018784493284493284,0.0,0.0,0.01204368131868132,0.0,0.9860778693528691,0.0,Stains,Stains
0,3,0,768,0.0014784493284493285,0.0,0.002288888888888889,0.027061216561216562,0.0,0.969171445221445,0.0,Stains,Stains
0,3,0,796,0.13666050200229773,0.00724418636918637,0.04218813376166317,0.7096360303095592,0.001153246753246753,0.08523081566696127,0.017887085137085132,Other_Faults,Stains
0,3,0,784,0.0006857142857142857,0.0,0.0,0.0002857142857142857,0.0,0.9990285714285715,0.0,Stains,Stains
0,3,0,793,0.0013183982683982682,0.0,0.07671287411418987,0.05717955655455653,0.0,0.8647891710628552,0.0,Stains,Stains
0,4,0,1048,0.6033359474464601,0.0,0.0,0.36258539002538903,0.028396640287816754,0.0003333333333333333,0.005348688907000928,Bumps,Bumps
0,4,0,1237,0.4135580539343696,0.0015272727272727274,0.00030952380952380956,0.49209379753373583,0.014268243357949233,0.022013999098596613,0.056229109538552216,Other_Faults,Bumps
0,4,0,1181,0.22072592125796456,0.0067884687208216625,0.002078787878787879,0.2584001752976987,0.5115566468447272,0.0002,0.00025,Pastry,Bumps
0,4,0,915,0.9275647320859396,0.0004107142857142857,0.0,0.05374116439116436,0.017683389237181813,0.0,0.0006,Bumps,Bumps
0,4,0,1116,0.44925551662819446,0.002808080808080808,0.030086832285361693,0.4706098579095487,0.0008118548118548119,0.013137657603834075,0.03329019995312564,Other_Faults,Bumps
0,4,0,1184,0.8368256202947386,0.001126984126984127,0.0002,0.1568002094310918,0.0033042568542568543,0.0,0.001742929292929293,Bumps,Bumps
0,4,0,1164,0.677361407374875,0.00016666666666666666,0.0011111111111111111,0.31928777677430936,0.00035384615384615386,0.0,0.001719191919191919,Bumps,Bumps
0,4,0,1208,0.8764221986218116,0.001341269841269841,0.0,0.11041711212763838,0.00018181818181818183,0.00015384615384615385,0.011483755073615754,Bumps,Bumps
0,4,0,1217,0.9426949958538191,0.0011190476190476191,0.0,0.054738337479513954,0.0002857142857142857,0.0003333333333333333,0.0008285714285714285,Bumps,Bumps
0,4,0,882,0.6326416264248306,0.00013333333333333334,0.0,0.3646567141235099,0.0010500000000000002,0.0,0.0015183261183261184,Bumps,Bumps
0,4,0,1215,0.7765642692275041,0.005175468975468976,0.0,0.1976873484358779,0.0028512392835922246,0.0020863636363636358,0.01563531044119279,Bumps,Bumps
0,4,0,1185,0.7524564639119422,0.0012857142857142856,0.0,0.2408941531610431,0.0036739139515455307,0.0,0.0016897546897546895,Bumps,Bumps
0,4,0,989,0.5215642193461857,0.00616009546009546,0.0,0.42897111172281427,0.03706481878115005,0.0,0.006239754689754689,Bumps,Bumps
0,4,0,870,0.31833898912405106,0.002026098901098901,0.02133727906080847,0.6117888356655385,0.032933214497920374,0.005833119658119659,0.0077424630924630925,Other_Faults,Bumps
0,4,0,1212,0.9260557241777827,0.0,0.0,0.07226245764039883,0.00018181818181818183,0.0,0.0015,Bumps,Bumps
0,4,0,940,0.928887761421585,0.0006055555555555555,0.0,0.059767158658335144,0.00900532523032523,0.0,0.0017341991341991343,Bumps,Bumps
0,4,0,941,0.7351624556386165,0.0025567460317460315,0.0008,0.23584463906406633,0.01971735584676761,0.00015384615384615385,0.0057649572649572664,Bumps,Bumps
0,4,0,935,0.44131989922701986,0.0149367889420521,0.004087153489785068,0.3160062467688159,0.21857213379454946,0.0,0.005077777777777777,Bumps,Bumps
0,4,0,991,0.7858003427944608,0.012141353091353092,0.0,0.1848208105619871,0.01124377060847649,0.0,0.0059937229437229435,Bumps,Bumps
0,4,0,900,0.7172113912429535,0.0020666666666666663,0.001414785214785215,0.13091970868566988,0.08433212573460248,0.06220876900876901,0.0018465534465534467,Bumps,Bumps
0,4,0,926,0.5951146104583411,0.0078032273282273275,0.003306608097784568,0.1961994396040837,0.19672611451156352,0.0,0.00085,Bumps,Bumps
0,4,0,897,0.9011597695905746,0.0006710526315789473,0.0,0.08463430955009899,0.012282675245291348,0.00023026315789473684,0.0010219298245614035,Bumps,Bumps
0,4,0,1245,0.6985266655085538,0.00900196134275082,0.0048627705627705626,0.23131569650679565,0.021505858194093487,0.0347870478850355,0.0,Bumps,Bumps
0,4,0,1243,0.5014039737180606,0.002236555601261483,0.009879417804417803,0.45278341537203765,0.028325638327960298,0.003532953888217046,0.0018380452880452877,Bumps,Bumps
0,4,0,1221,0.3999692844307398,0.015246086593145415,0.006056877762760117,0.47617704505676617,0.05315406913348088,0.002663369963369963,0.04673326705973765,Other_Faults,Bumps
0,4,0,1019,0.5512401321760453,0.0016688034188034188,0.00025,0.4428025809931384,0.0009927350427350427,0.0,0.003045748369277781,Bumps,Bumps
0,4,0,1264,0.4424678713357504,0.00125,0.0,0.45430184324619355,0.04299454648378796,0.0040300366300366295,0.05495570230423169,Other_Faults,Bumps
0,4,0,1190,0.5566166890669039,0.0144754995004995,0.017126174188130706,0.3736844498059635,0.01992335617598776,0.005071748541313757,0.013102082721200368,Bumps,Bumps
0,4,0,1095,0.269232560946106,0.03423141858141857,0.02772388722388722,0.31086450687255635,0.34047693648800503,0.0026183261183261182,0.01485236376970123,Pastry,Bumps
0,4,0,950,0.30861027936034,0.0002,0.0,0.6432468187531049,0.040298010176957534,0.0002,0.007444891709597592,Other_Faults,Bumps
0,4,0,1097,0.2943774000337469,0.006278926628926629,0.07928253307243747,0.46999481520072767,0.10981551553022136,0.0031190548014077427,0.03713175473253207,Other_Faults,Bumps
0,4,0,1172,0.8299861490934249,0.001303846153846154,0.00025,0.1665830206257451,0.00025,0.0005,0.001126984126984127,Bumps,Bumps
0,4,0,1240,0.6192758534465191,0.008398556998557,0.010512378265009845,0.31205346491313973,0.019310143451319917,0.020147329304682247,0.010302273620772072,Bumps,Bumps
0,4,0,1156,0.5410013231694347,0.027411732385261785,0.008107647907647909,0.39809809592712064,0.018802629181963543,0.0002222222222222222,0.006356349206349207,Bumps,Bumps
0,4,0,1155,0.8028078345459151,0.0013936507936507935,0.005714285714285714,0.1866189331308526,0.0003888888888888888,0.0,0.0030764069264069263,Bumps,Bumps
0,4,0,1249,0.6687939008875542,0.0011666666666666665,0.016473539326170898,0.2786178623921657,0.02601404722728252,0.007576096942273413,0.001357886557886558,Bumps,Bumps
0,4,0,1022,0.5691613951579898,0.0003333333333333333,0.0,0.4175815704161678,0.009929364056995637,0.0,0.002994337035513506,Bumps,Bumps
0,4,0,1258,0.5757027157311215,0.00626183962236594,0.0,0.3553854454712813,0.0549615438397172,0.00075,0.006938455335514159,Bumps,Bumps
0,4,0,1091,0.590182996501263,0.009447207762997237,0.038582964747670624,0.27119685335304555,0.041641575581281474,0.042165443345783905,0.006782958707958708,Bumps,Bumps
0,4,0,1260,0.6787855368229986,0.01722019092019091,0.0,0.2692026302386984,0.024542059411177056,0.0,0.010249582606935545,Bumps,Bumps
0,4,0,1885,0.14154542117669058,0.011713304909744536,0.0003333333333333333,0.6549032633448418,0.188765499746212,0.0003333333333333333,0.0024058441558441556,Other_Faults,Other_Faults
0,4,0,1669,0.3954880635102773,0.0007936507936507937,0.0,0.5530156609558313,0.019438639748624264,0.0022231487810435175,0.02904083621057305,Other_Faults,Other_Faults
0,4,0,1468,0.39399819559525456,0.01947375241717347,0.01046101006836301,0.4904645258594176,0.052717502715722515,0.03288501334406906,0.0,Other_Faults,Other_Faults
0,4,0,1639,0.45823686293926225,0.004283089133089134,0.001,0.5197317769176129,0.0032660597572362277,0.0015341991341991344,0.011948012118600354,Other_Faults,Other_Faults
0,4,0,1522,0.09703105476394955,0.0454202855795735,0.005554154995331466,0.5216307494277309,0.3165333545883083,0.0014,0.012430400645106527,Other_Faults,Other_Faults
0,4,0,1327,0.04034130101924219,0.006933015024191494,0.05899592009297892,0.8552110317786791,0.023508150836092003,0.0,0.01501058124881654,Other_Faults,Other_Faults
0,4,0,1621,0.3406808756431049,0.0021916666666666664,0.008190356865356865,0.5650909365058747,0.07392404199687483,0.0,0.009922122322122324,Other_Faults,Other_Faults
0,4,0,1430,0.40010936963277505,0.00025,0.0,0.5718153524631544,0.005298529248529248,0.00010526315789473683,0.022421485497646484,Other_Faults,Other_Faults
0,4,0,1323,0.1613567997533944,0.00725036075036075,0.009194266844266845,0.5855807898040399,0.2337126169354196,0.0,0.002905165912518854,Other_Faults,Other_Faults
0,4,0,1818,0.1751457868670718,0.26217336858188245,0.003085225885225885,0.3756093222910559,0.1579679421799391,0.0036089887236946065,0.022409365471130174,Other_Faults,Other_Faults
0,4,0,1516,0.09911061871564977,0.24600160719913056,0.03544896737249678,0.44538332991397955,0.07523115561768817,0.0,0.09882432118105494,Other_Faults,Other_Faults
0,4,0,1750,0.0017064102564102565,0.0,0.0,0.32017497992203864,0.0,0.0,0.678118609821551,Z_Scratch,Other_Faults
0,4,0,1597,0.022440304423818346,0.16360211608996444,0.012264966895849248,0.6827464306934896,0.08646285528197292,0.0,0.03248332661490555,Other_Faults,Other_Faults
0,4,0,1764,0.10454747124220805,0.007451167133520076,0.10074642644936758,0.7694185326885017,0.004547763347763348,0.0052974469974469965,0.00799119214119214,Other_Faults,Other_Faults
0,4,0,1508,0.045368943638061265,0.009254541365067682,0.015075976964212258,0.8492788144174368,0.05760101719745682,0.0002222222222222222,0.023198484195543018,Other_Faults,Other_Faults
0,4,0,1544,0.12064077899224973,0.00978188478188478,0.03236878480996128,0.8217545477398419,0.0052431867152455385,0.0014734848484848483,0.008737332112332115,Other_Faults,Other_Faults
0,4,0,1403,0.4596260830844422,0.0013594322344322343,0.026089076936135762,0.46199558397398954,0.036334757725934176,0.0073282356532356555,0.007266830391830391,Other_Faults,Other_Faults
0,4,0,1330,0.018129342879342876,0.0,0.05064854491913314,0.8911667897462019,0.0,0.0030682040182040183,0.03698711843711843,Other_Faults,Other_Faults
0,4,0,1836,0.09968361682177473,0.0037523809523809524,0.0380044733044733,0.8506031797150218,0.0020666666666666663,0.0026134920634920634,0.0032761904761904755,Other_Faults,Other_Faults
0,4,0,1539,0.3325902057952369,0.0039278943278943275,0.008993676498939656,0.5618853219535881,0.010416921966921969,0.03237876526638136,0.049807214191037744,Other_Faults,Other_Faults
0,4,0,1835,0.15317861285601228,0.001,0.08289126984126984,0.706541210629756,0.017631962481962485,0.033624421484947806,0.005132522706052118,Other_Faults,Other_Faults
0,4,0,1572,0.12333001938721762,0.004802567693744164,0.001,0.3156509178557942,0.5552164950632442,0.0,0.0,Pastry,Other_Faults
0,4,0,1790,0.23722771150418223,0.15861918898095362,0.0,0.5053450417401657,0.02648010237096923,0.02532222975682727,0.04700572564690209,Other_Faults,Other_Faults
0,4,0,1581,0.0143926153911448,0.0057220002220002225,0.000819047619047619,0.8714087293425533,0.10765760742525451,0.0,0.0,Other_Faults,Other_Faults
0,4,0,1898,0.07097004135355527,0.004827272727272727,0.0006666666666666666,0.9001223468138332,0.012570598845598843,0.006637518037518037,0.004205555555555554,Other_Faults,Other_Faults
0,4,0,1780,0.038878863064217735,0.003288888888888889,0.10483208557120925,0.8300818355127917,0.0,0.004953841448406666,0.017964485514485515,Other_Faults,Other_Faults
0,4,0,1690,0.11177015757906868,0.009857095682095682,0.08885259296087468,0.6612109971279378,0.04650792177378864,0.0,0.08180123487623493,Other_Faults,Other_Faults
0,4,0,1475,0.3475702374766618,0.0048629169849758085,0.06399702083262453,0.5470181609755914,0.0010055555555555555,0.01574010507036823,0.01980600310422292,Other_Faults,Other_Faults
0,4,0,1823,0.22955719048753098,0.0,0.00018181818181818183,0.6199336697250045,0.03855804408010288,0.002506451881451881,0.10926282564409166,Other_Faults,Other_Faults
0,4,0,1922,0.105129204782146,0.0007529411764705883,0.06297905982905981,0.7907962313829964,0.0036648268398268404,0.00115,0.035527735989500694,Other_Faults,Other_Faults
0,4,0,1713,0.3067046110408338,0.01796502707818497,0.10124701246465947,0.5010291980379444,0.0571751129417538,0.01046956490362063,0.005409473533002945,Other_Faults,Other_Faults
0,4,0,1552,0.44766992490055824,0.00554551282051282,0.20051686768795726,0.2855623346576098,0.01681154155442081,0.019606225949010986,0.024287592429929887,Bumps,Other_Faults
0,4,0,1276,0.0,0.0,0.9838404761904763,0.015937301587301587,0.0,0.0,0.0002222222222222222,K_Scratch,Other_Faults
0,4,0,1419,0.22681842315750983,0.0,0.0005666666666666666,0.2129754766389443,0.006738655462184874,0.004808683473389356,0.5480920946013053,Z_Scratch,Other_Faults
0,4,0,1662,0.440135600270043,0.027218760487878132,0.002469805194805195,0.4620146674446984,0.0499458683387476,0.004056501831501831,0.014158796432325847,Other_Faults,Other_Faults
0,4,0,1827,0.10781121522096761,0.001,0.07806288156288156,0.5879306504297215,0.016465438156614626,0.20676920856920855,0.0019606060606060603,Other_Faults,Other_Faults
0,4,0,1469,0.3204437713043751,0.02394453572743046,0.013971993357519672,0.46349434397731615,0.061296981776393505,0.11461607837466971,0.002232295482295482,Other_Faults,Other_Faults
0,4,0,1744,0.05007615104194051,0.0002857142857142857,0.08458033535092359,0.8335731383683401,0.001642135642135642,0.0014761904761904762,0.028366334834755882,Other_Faults,Other_Faults
0,4,0,1489,0.07084606128305819,0.0009210526315789473,0.001476190476190476,0.8744074204433339,0.041401463010673524,0.0005303030303030302,0.010417509124862065,Other_Faults,Other_Faults
0,4,0,1918,0.06952767451846399,0.0006805555555555556,0.09688355611536732,0.7728791776506948,0.0032178571428571425,0.006359099234099235,0.05045207978296213,Other_Faults,Other_Faults
0,4,0,1900,0.07486099529125842,0.009874575424575422,0.0,0.8881485759080959,0.017386607183666004,0.007853849367007263,0.0018753968253968252,Other_Faults,Other_Faults
0,4,0,1670,0.33352724327959615,0.026097224997224992,0.0,0.6129447287885832,0.006306013431013431,0.00021052631578947367,0.020914263187792603,Other_Faults,Other_Faults
0,4,0,1579,0.014679484078013488,0.011193337218337216,0.000819047619047619,0.8890624533962773,0.08424567768832478,0.0,0.0,Other_Faults,Other_Faults
0,4,0,1269,0.3165380892069745,0.03128210825122589,0.002639316239316239,0.418061356333725,0.18640608275453494,0.0018666666666666666,0.043206380547557,Other_Faults,Other_Faults
0,4,0,1525,0.10177993725400852,0.039463668830309676,0.008912091503267975,0.5429720274393649,0.2856636497747181,0.001,0.020208625198331078,Other_Faults,Other_Faults
0,4,0,1358,0.05128620709356001,0.0020565568332596195,0.5463706259426852,0.35624389206424795,0.008900610500610499,0.005925,0.02921710756563697,K_Scratch,Other_Faults
0,4,0,1433,0.5712669124424881,0.26189988965283073,0.0,0.14155884415385706,0.024560068036538624,0.0,0.0007142857142857142,Bumps,Other_Faults
0,4,0,1560,0.3297800850078714,0.0029209235209235215,0.01999435009435009,0.25276407900664866,0.10780282167952449,0.2844121274150686,0.002325613275613276,Bumps,Other_Faults
0,4,0,1847,0.26659543626308324,0.033743413646896626,0.006848998223998225,0.6062190044991127,0.0724918148758706,0.0013492063492063493,0.012752126141832023,Other_Faults,Other_Faults
0,4,0,1723,0.057964021479036947,0.00011764705882352942,0.05715222583573976,0.8698402903512037,0.0031384984296748994,0.0016260617607366833,0.010161255084784496,Other_Faults,Other_Faults
0,4,0,1926,0.3034052619379245,0.03306188337805985,0.008840506715506714,0.567352950034142,0.040561242352418814,0.004938636363636365,0.04183951921831178,Other_Faults,Other_Faults
0,4,0,1933,0.040853647023770846,0.0,0.03636341082901185,0.880297689235877,0.0010243589743589743,0.0024648332060096764,0.03899606073097121,Other_Faults,Other_Faults
0,4,0,1426,0.5011625990135109,0.0017748987854251013,0.0002,0.4319349235705441,0.005589819330995801,0.0002857142857142857,0.0590520450138097,Bumps,Other_Faults
0,4,0,1875,0.14791347657330636,0.04783811401017283,0.0009166666666666666,0.7799348564662031,0.017366105952870657,0.005495066045066045,0.0005357142857142857,Other_Faults,Other_Faults
0,4,0,1568,0.5494252020716754,0.0036284316560632342,0.00025,0.41965850467565347,0.010461005119751251,0.0002857142857142857,0.016291142191142194,Bumps,Other_Faults
0,4,0,1631,0.3157478549228549,0.0019332276770357266,0.0,0.5939036074692421,0.07865966937259514,0.0004615384615384616,0.009294102096733672,Other_Faults,Other_Faults
0,4,0,1488,0.11682776118790056,0.003544322344322344,0.004412454212454213,0.8380125860465645,0.012281882006882008,0.001172222222222222,0.02374877197965433,Other_Faults,Other_Faults
0,4,0,1548,0.6739932850603132,0.003936111111111112,0.016479781982723155,0.25045415136978605,0.022033525255274477,0.023599781754193517,0.00950336346659876,Bumps,Other_Faults
0,4,0,1894,0.22747160054427865,0.009798547238794917,0.0,0.6792469961325225,0.00468997113997114,0.0012865946918578497,0.0775062902525751,Other_Faults,Other_Faults
0,4,0,1474,0.6533503359127975,0.002522269886975769,0.0014357142857142854,0.3172771649403229,0.019205774858096842,0.003066055023407965,0.003142685092685093,Bumps,Other_Faults
0,4,0,1672,0.5969014612150835,0.008809777065040221,0.0,0.3588646560869473,0.02357887096563567,0.0,0.01184523466729349,Bumps,Other_Faults
0,4,0,1289,0.031262113050348345,0.019338775603481486,0.1188689926344725,0.49414703176641195,0.30442725095121437,0.0,0.031955835994071285,Other_Faults,Other_Faults
0,4,0,1655,0.3264982261837864,0.030435476941359292,0.0007788461538461538,0.5389617447706121,0.060295769589887215,0.00200858206121364,0.04102135429929547,Other_Faults,Other_Faults
0,4,0,1909,0.050251708422296634,0.0,0.06428762838468721,0.7970651257239488,0.000125,0.0017325396825396823,0.0865379977865272,Other_Faults,Other_Faults
0,4,0,1693,0.057355254600920204,0.08320721296247607,0.014101893806228167,0.5470509590942253,0.219937436256554,0.0002857142857142857,0.07806152899388197,Other_Faults,Other_Faults
0,4,0,1482,0.01574535742035742,0.005618470418470419,0.00885472655998972,0.8457604414505344,0.11893836179300575,0.0,0.0050826423576423585,Other_Faults,Other_Faults
0,4,0,1493,0.16949000584898422,0.007982787473963944,0.012713342213342214,0.7379732652452474,0.04073142897693979,0.0038999999999999994,0.02720917024152318,Other_Faults,Other_Faults
0,4,0,1728,0.0754355525537414,0.00040336134453781514,0.038038083768656514,0.8628909084465585,0.006284271284271285,0.009453081232492997,0.007494741369741369,Other_Faults,Other_Faults
0,4,0,851,0.030298173025804592,0.7400900331694448,0.024210617160617155,0.07854478416320518,0.11553924247407221,0.0003333333333333333,0.010983816673522558,Dirtiness,Dirtiness
0,4,0,811,0.11978947563444475,0.1820333271707279,0.010223276723276723,0.4883795328192992,0.1807185670109045,0.002482907443433759,0.016372913197913196,Other_Faults,Dirtiness
0,4,0,843,0.02077577977577977,0.8706194816449456,0.005203968253968254,0.057829861658809024,0.04330342288430523,0.0,0.002267485782191664,Dirtiness,Dirtiness
0,4,0,845,0.013695260295260298,0.9392137235141875,0.002692857142857143,0.028876903505850877,0.010849224305106658,0.0,0.00467203123673712,Dirtiness,Dirtiness
0,4,0,844,0.0698985545156598,0.800020704441757,0.004481746031746032,0.08421714377813445,0.018561011863953033,0.0020121212121212116,0.020808718156628367,Dirtiness,Dirtiness
0,4,0,713,0.002436724386724387,0.0,0.9882974683812917,0.005425727866904338,0.0,0.0,0.0038400793650793653,K_Scratch,K_Scratch
0,4,0,521,0.0,0.0,0.9997142857142857,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,687,0.0,0.0,0.9678431330107797,0.03137908921144214,0.0,0.0,0.0007777777777777776,K_Scratch,K_Scratch
0,4,0,511,0.0,0.0,0.9981647058823531,0.0018352941176470589,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,372,0.0036476190476190475,0.0,0.9923809523809524,0.0036857142857142857,0.0,0.0002857142857142857,0.0,K_Scratch,K_Scratch
0,4,0,487,0.0003076923076923077,0.0,0.9974300976800978,0.0005538461538461539,0.0,0.0,0.0017083638583638586,K_Scratch,K_Scratch
0,4,0,604,0.0,0.0,0.9989090909090909,0.0010909090909090907,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,432,0.00046753246753246754,0.0,0.9945493756243756,0.0036700466200466205,0.0,0.0,0.0013130452880452878,K_Scratch,K_Scratch
0,4,0,478,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,524,0.018060084884156096,0.0,0.83865510577314,0.10291807172875289,0.0009857142857142857,0.0,0.03938102332823692,K_Scratch,K_Scratch
0,4,0,672,0.0,0.0,0.998,0.002,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,399,0.004145310245310245,0.0,0.9765411976911978,0.019313492063492064,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,361,0.0003333333333333333,0.0,0.9935714285714287,0.005761904761904761,0.0003333333333333333,0.0,0.0,K_Scratch,K_Scratch
0,4,0,444,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,452,0.030353902959785305,0.01228090128825423,0.2715140966876263,0.5961417768506007,0.04069630010512364,0.0,0.04901302210861033,Other_Faults,K_Scratch
0,4,0,620,0.0,0.0,0.9984313725490196,0.001568627450980392,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,390,0.59676257845182,0.0,0.0003333333333333333,0.3927438661269928,0.009978403906035485,0.0,0.00018181818181818183,Bumps,K_Scratch
0,4,0,378,0.019624114774114774,0.0,0.9065646575646575,0.07055207015207016,0.0005,0.00214010989010989,0.0006190476190476191,K_Scratch,K_Scratch
0,4,0,714,0.00025,0.0,0.9980753968253967,0.0011746031746031743,0.0,0.0,0.0005,K_Scratch,K_Scratch
0,4,0,407,0.01911542901542902,0.0,0.9457679653679653,0.026044383394383384,0.00016666666666666666,0.0,0.008905555555555554,K_Scratch,K_Scratch
0,4,0,479,0.0003076923076923077,0.0,0.9936237484737486,0.0035601953601953605,0.0,0.0,0.0025083638583638583,K_Scratch,K_Scratch
0,4,0,365,0.11830130689743698,0.000925,0.4048088323441264,0.4548482646180791,0.01678207020877299,0.002093183940242764,0.002241341991341991,Other_Faults,K_Scratch
0,4,0,678,0.0,0.0,0.9248547269723739,0.07514527302762594,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,656,0.0,0.0,0.9489595793095794,0.049678638028637985,0.0,0.0,0.0013617826617826618,K_Scratch,K_Scratch
0,4,0,492,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,596,0.0,0.0,0.9981365079365079,0.0018634920634920634,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,627,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,475,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,494,0.00018181818181818183,0.0,0.9726875513375517,0.015552808302808308,0.0002857142857142857,0.0,0.011292107892107894,K_Scratch,K_Scratch
0,4,0,659,0.0,0.0,0.9994285714285714,0.0005714285714285714,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,691,0.0,0.0,0.9808305788982258,0.019169421101774043,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,472,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,412,0.00015384615384615385,0.0,0.995425,0.0037423076923076923,0.0,0.0,0.0006788461538461539,K_Scratch,K_Scratch
0,4,0,584,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,641,0.00015384615384615385,0.0,0.9974864468864468,0.0023597069597069598,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,628,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,608,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,424,0.0,0.0,0.9996666666666666,0.0003333333333333333,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,613,0.00015384615384615385,0.0,0.9942368076368077,0.005609346209346209,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,48,0.8004725243538706,0.002019047619047619,0.00473109243697479,0.18007824219983654,0.011686106377282847,0.0,0.001012987012987013,Bumps,Pastry
0,4,0,75,0.46257127714906343,0.000125,0.0025697635697635697,0.4473308241895704,0.04607488556335305,0.0401449161949162,0.0011833333333333333,Bumps,Pastry
0,4,0,113,0.029295521961698424,0.011215950715950712,0.0006038461538461539,0.12223105113840405,0.8353647411412115,0.0,0.0012888888888888887,Pastry,Pastry
0,4,0,157,0.19247626642363497,0.001,0.0,0.036584959880161104,0.5295509921794749,0.0,0.24038778151672915,Pastry,Pastry
0,4,0,34,0.15985257868206793,0.008003242019418488,0.06002180421058128,0.19316928733461247,0.5774134518989783,0.0,0.0015396358543417366,Pastry,Pastry
0,4,0,133,0.057465262635541234,0.004342279942279942,0.00765520313020313,0.29097535533781654,0.6357208511131112,0.0,0.0038410478410478414,Pastry,Pastry
0,4,0,0,0.0671844149142911,0.008446355278708217,0.000946969696969697,0.4499320304050955,0.4726680074827133,0.0002,0.0006222222222222223,Pastry,Pastry
0,4,0,76,0.11662592088853706,0.010262422218304567,0.0018897058823529411,0.37909145142782913,0.4884352614877385,0.0005333333333333334,0.003161904761904762,Pastry,Pastry
0,4,0,136,0.35821521108750215,0.07935654981413495,0.0017205128205128207,0.4454655682380914,0.06791968170288602,0.0024524853801169587,0.04486999095675568,Other_Faults,Pastry
0,4,0,82,0.31873632827702336,0.004067338217338217,0.015260309453188708,0.5157837446582971,0.08716852428617135,0.05084125904195563,0.008142496066025476,Other_Faults,Pastry
0,4,0,22,0.03997739760239758,0.0096721238685635,0.024565277653203342,0.5126445970352316,0.40901215451215467,0.00035384615384615386,0.003774603174603174,Other_Faults,Pastry
0,4,0,155,0.20163982769896086,0.0010288461538461538,0.0,0.03908921102117695,0.5054991939776768,0.0,0.2527429211483394,Pastry,Pastry
0,4,0,38,0.07024360169414351,0.058869779077132006,0.022555067155067145,0.4629931643348051,0.372050413621466,0.0003333333333333333,0.01295464078405255,Other_Faults,Pastry
0,4,0,140,0.1555851467589859,0.03302569375069374,0.006422737230090173,0.618013847547362,0.14023663460722297,0.0017443223443223443,0.04497161776132363,Other_Faults,Pastry
0,4,0,120,0.0148260089583619,0.03807564706535293,0.001650281091457562,0.09275959514341871,0.846265116582763,0.0,0.006423351158645276,Pastry,Pastry
0,4,0,28,0.07800814034606607,0.030932138123314593,0.07711209871999349,0.2145082761923319,0.5950552973342451,0.0,0.004384049284049284,Pastry,Pastry
0,4,0,211,0.02364578852520028,0.00015384615384615385,0.0,0.009072527472527472,0.01946309572780161,0.0,0.9476647421206246,Z_Scratch,Z_Scratch
0,4,0,235,0.05921520570932332,0.0,0.0,0.02874985475480831,0.10973932848197558,0.0005,0.8017956110538932,Z_Scratch,Z_Scratch
0,4,0,304,0.0,0.0,0.0,0.007761976911976912,0.0,0.0,0.992238023088023,Z_Scratch,Z_Scratch
0,4,0,268,0.0005818181818181818,0.0,0.0,0.007953751803751805,0.0005,0.0,0.99096443001443,Z_Scratch,Z_Scratch
0,4,0,313,0.0035079365079365077,0.0,0.0002857142857142857,0.037681893622373494,0.001,0.0005714285714285714,0.9569530270125471,Z_Scratch,Z_Scratch
0,4,0,161,0.007181746031746032,0.0,0.0,0.037495291636468094,0.0012698412698412698,0.0,0.9540531210619445,Z_Scratch,Z_Scratch
0,4,0,239,0.14062505314602844,0.0,0.0018523809523809521,0.09311622066444054,0.16751250260747164,0.0015238095238095236,0.5953700331058688,Z_Scratch,Z_Scratch
0,4,0,230,0.0,0.0,0.0,0.005015873015873016,0.0,0.0,0.994984126984127,Z_Scratch,Z_Scratch
0,4,0,252,0.003682051282051282,0.0,0.0,0.025737211807800045,0.00265,0.0,0.9679307369101487,Z_Scratch,Z_Scratch
0,4,0,332,0.03462648560589736,0.00025,0.37886024703710447,0.25761307008265216,0.0,0.0025966458378223083,0.32605355143652354,K_Scratch,Z_Scratch
0,4,0,257,0.0031469696969696976,0.0,0.0,0.026623524514700982,0.006553246753246753,0.0,0.9636762590350826,Z_Scratch,Z_Scratch
0,4,0,316,0.0019395604395604394,0.0,0.0,0.6429263078682587,0.0,0.0,0.35513413169218117,Other_Faults,Z_Scratch
0,4,0,306,0.005382714507714507,0.0,0.0,0.03406841198017669,0.0071167388167388155,0.0,0.9534321346953699,Z_Scratch,Z_Scratch
0,4,0,302,0.0034646520146520143,0.0,0.0,0.025998051655946385,0.0002857142857142857,0.0,0.9702515820436872,Z_Scratch,Z_Scratch
0,4,0,200,0.012123465990493855,0.0003333333333333333,0.0,0.03015143425545902,0.012628784957732326,0.0,0.9447629814629814,Z_Scratch,Z_Scratch
0,4,0,273,0.039759381794675905,0.0,0.00016666666666666666,0.06076931483549128,0.014335517750223636,0.00018181818181818183,0.8847873007711243,Z_Scratch,Z_Scratch
0,4,0,183,0.0005333333333333334,0.0,0.0,0.0112514652014652,0.00042857142857142855,0.0,0.9877866300366299,Z_Scratch,Z_Scratch
0,4,0,267,0.005026190476190477,0.0,0.0,0.01407322093111567,0.00486002886002886,0.0,0.9760405597326653,Z_Scratch,Z_Scratch
0,4,0,266,0.0,0.0,0.0,0.002519047619047619,0.00025,0.0,0.9972309523809524,Z_Scratch,Z_Scratch
0,4,0,750,0.0006857142857142857,0.0,0.010961904761904758,0.002626190476190476,0.0,0.9857261904761905,0.0,Stains,Stains
0,4,0,803,0.0012857142857142856,0.0,0.022910245310245315,0.003471428571428571,0.0,0.972332611832612,0.0,Stains,Stains
0,4,0,781,0.002769047619047619,0.0,0.0006857142857142857,0.005497619047619046,0.0,0.9910476190476192,0.0,Stains,Stains
0,4,0,757,0.002701098901098901,0.0,0.017353361344537816,0.0016968253968253969,0.0,0.9782487143575379,0.0,Stains,Stains
0,4,0,748,0.0004,0.0,0.006330952380952381,0.00065,0.0,0.9926190476190478,0.0,Stains,Stains
0,4,0,744,0.015849635005517358,0.00025,0.008767532467532467,0.0791401557592734,0.003168614718614719,0.889423629148629,0.0034004329004329002,Stains,Stains
0,4,0,802,0.001593162393162393,0.0,0.018895959595959598,0.005171428571428572,0.0,0.9743394494394495,0.0,Stains,Stains
0,5,0,1241,0.522249042148904,0.0030856643356643354,0.06176040234275526,0.3705263703127315,0.018734237202426056,0.014456743419978716,0.009187540237540238,Bumps,Bumps
0,5,0,1119,0.3846074326172621,0.011822523554876495,0.007501834276834277,0.43089500519260593,0.15055057714902922,0.004123840048840048,0.010498787160551868,Other_Faults,Bumps
0,5,0,1248,0.7138194803708132,0.03235986867449716,0.01166207632237044,0.19631266862913793,0.00842430318219792,0.03653271393209473,0.0008888888888888888,Bumps,Bumps
0,5,0,1174,0.885071892907574,0.0,0.0003484848484848485,0.11417962224394108,0.0004,0.0,0.0,Bumps,Bumps
0,5,0,956,0.6056268784019561,0.007492698967698968,0.011548244033228551,0.35084487700981515,0.02146962481962482,0.0,0.0030176767676767676,Bumps,Bumps
0,5,0,919,0.7948819541999114,0.0,0.0029442241968557757,0.13074528764149512,0.06852820292023072,0.0003333333333333333,0.0025669977081741787,Bumps,Bumps
0,5,0,1150,0.5968495452517902,0.009821350871350873,0.002453968253968254,0.3767202155429708,0.001064957264957265,0.001,0.012089962814962815,Bumps,Bumps
0,5,0,1139,0.5614426404778573,0.0,0.0002222222222222222,0.3986532208503571,0.03813582006229064,0.0,0.001546096387272858,Bumps,Bumps
0,5,0,1133,0.583134176831081,0.0024428071928071925,0.03198068875568874,0.3317089598567929,0.04014453397479712,0.007220218670218671,0.0033686147186147188,Bumps,Bumps
0,5,0,1141,0.6896282951912212,0.0002,0.0018262626262626261,0.30453678335768114,0.001998824215000686,0.0,0.0018098346098346099,Bumps,Bumps
0,5,0,923,0.9607553211494392,0.0004,0.0007373737373737374,0.0276849230834525,0.01017973497091144,0.0,0.0002426470588235294,Bumps,Bumps
0,5,0,1024,0.5191130827686248,0.0037188256188256186,0.0019909774436090225,0.2948806946785585,0.17859416063812344,0.0,0.001702258852258852,Bumps,Bumps
0,5,0,933,0.9153216035254736,0.0,0.0,0.046555158893394184,0.037606570914465655,0.0,0.0005166666666666666,Bumps,Bumps
0,5,0,1124,0.42227919361340416,0.0063834637584637595,0.0485933161609632,0.46949106374361743,0.02052453739071386,0.012913877952113245,0.01981454738072385,Other_Faults,Bumps
0,5,0,1114,0.4528906673477878,0.0009638694638694639,0.016537923187923187,0.49172634264600235,0.0029366428892744685,0.015210550234079646,0.019734004231063047,Other_Faults,Bumps
0,5,0,1088,0.2022632428029486,0.04531845285777173,0.010962579903756377,0.6087535121998745,0.11650886114229769,0.0005151515151515151,0.015678199578199575,Other_Faults,Bumps
0,5,0,1144,0.5032763862814174,0.0010718975468975468,0.006130554412907355,0.48352297856941806,0.0029953748865513574,0.0,0.0030028083028083028,Bumps,Bumps
0,5,0,1027,0.753005966577955,0.0033301809301809304,0.0,0.23568734566535776,0.0059178987678987684,0.0,0.002058608058608059,Bumps,Bumps
0,5,0,1160,0.8534796540061247,0.0030666666666666663,0.0009261904761904762,0.13897100089453032,0.0014531468531468535,0.0,0.002103341103341103,Bumps,Bumps
0,5,0,875,0.11723493773168706,0.010767388167388169,0.036646233298864864,0.29166592342126385,0.5383733878436663,0.0006666666666666666,0.0046454628704628706,Pastry,Bumps
0,5,0,868,0.2761105229330429,0.0015088023088023087,0.0,0.256630479401919,0.45851102896706936,0.0009714285714285714,0.006267737817737817,Pastry,Bumps
0,5,0,1047,0.5300665167776691,0.0005523809523809524,0.006711205461205462,0.4468487749223751,0.000534313725490196,0.00021052631578947367,0.015076281845089894,Bumps,Bumps
0,5,0,1073,0.615657883413456,0.0003333333333333333,0.000125,0.30738032736097737,0.056585540242351386,0.0027358878823275116,0.01718202776755408,Bumps,Bumps
0,5,0,1021,0.13851594858529848,0.0,0.0030181318681318675,0.47378746117143966,0.38366734726401913,0.0,0.001011111111111111,Other_Faults,Bumps
0,5,0,1186,0.8194118903971848,0.004568081918081918,0.013290744223097166,0.15794619432854728,0.004394200244200244,0.0,0.0003888888888888888,Bumps,Bumps
0,5,0,927,0.8868118443498442,0.0,0.009648187446928864,0.07948538585746823,0.023104582345758826,0.0,0.00095,Bumps,Bumps
0,5,0,1163,0.7719561539337851,0.003897252747252747,0.004294488844488844,0.21173797693534546,0.0014373959373959373,0.00025,0.006426731601731602,Bumps,Bumps
0,5,0,1025,0.6867964823057775,0.0026635142635142634,0.0,0.2947155105259525,0.011904095904095906,0.0003333333333333333,0.003587063667326824,Bumps,Bumps
0,5,0,1175,0.7743506111535525,0.0002857142857142857,0.0011323676323676322,0.22317575137281037,0.0006555555555555556,0.0,0.0004,Bumps,Bumps
0,5,0,899,0.9032143865594331,0.0002857142857142857,0.0,0.06298943246296188,0.03321376339518755,0.0,0.0002967032967032967,Bumps,Bumps
0,5,0,1125,0.15631090102707748,0.0005416666666666666,0.03644099919688154,0.7589778936749525,0.00822800532800533,0.026693382108087988,0.012807151998328466,Other_Faults,Bumps
0,5,0,1101,0.1914768154446173,0.01987386297912613,0.01168370971134129,0.5187943789956173,0.22389936862243384,0.01504078699078699,0.019231077256077252,Other_Faults,Bumps
0,5,0,881,0.7106620031928855,0.0020357789269553972,0.011137878375494474,0.26937238146270664,0.00432511655011655,0.0,0.0024668414918414916,Bumps,Bumps
0,5,0,1099,0.11607997248709324,0.007060064935064936,0.011515925740925742,0.8487724012829277,0.003844588744588744,0.0032839232662762075,0.009443123543123542,Other_Faults,Bumps
0,5,0,1183,0.7602196543996079,0.0013356643356643356,0.020038093683062717,0.217374841549919,0.0006428571428571428,0.0,0.0003888888888888888,Bumps,Bumps
0,5,0,1222,0.7795564023695601,0.00040384615384615383,0.0006857142857142857,0.20415099958521027,0.0026770146520146525,0.0,0.012526022953654537,Bumps,Bumps
0,5,0,1038,0.8921881451881453,0.005968081918081919,0.0016969696969696968,0.07219910644910646,0.02288417415917416,0.0004,0.004663522588522589,Bumps,Bumps
0,5,0,911,0.29703265715118243,0.0016417004048582995,0.003254978354978355,0.25637943771989086,0.43815645558431915,0.0,0.0035347707847707844,Pastry,Bumps
0,5,0,1251,0.5691011422959561,0.007338023088023086,0.060546680770210165,0.31746488118864313,0.026658937991832724,0.00917359584859585,0.009716738816738818,Bumps,Bumps
0,5,0,1238,0.37815015940371965,0.0017977855477855477,0.09278246636404533,0.5130958922054899,0.002000036805299963,0.007917959817959818,0.004255699855699855,Other_Faults,Bumps
0,5,0,1567,0.23573900953707458,0.0016649572649572648,0.0010793650793650793,0.6066198142758515,0.07465180836535328,0.007799300699300698,0.07244574477809772,Other_Faults,Other_Faults
0,5,0,1648,0.037939499063028466,0.0008538461538461538,0.01203246198246198,0.053661424523189206,0.005993228993228993,0.8895195392842452,0.0,Stains,Other_Faults
0,5,0,1300,0.014759473859473857,0.0018333333333333333,0.002965628815628816,0.6822842725042412,0.29705628138631224,0.0,0.001101010101010101,Other_Faults,Other_Faults
0,5,0,1840,0.10311356005535574,0.1087961912980456,0.0324502920282332,0.7261841050138299,0.011758868324657798,0.0021118933697881065,0.015585089910089911,Other_Faults,Other_Faults
0,5,0,1687,0.16165561966413355,0.00397914483177641,0.04548720387799337,0.7445167348045831,0.004403017158280316,0.02954105864895339,0.010417221014279837,Other_Faults,Other_Faults
0,5,0,1441,0.25532877161418627,0.0031580158403687816,0.0,0.40980598992854417,0.32779950484447706,0.0,0.003907717772423654,Other_Faults,Other_Faults
0,5,0,1502,0.046917125358301816,0.0021929292929292925,0.03269900654900654,0.8468700919995038,0.06670493770934946,0.00025,0.004365909090909091,Other_Faults,Other_Faults
0,5,0,1861,0.3226268026521123,0.0,0.014909084620230134,0.6308192907196004,0.030995471358706637,0.0,0.0006493506493506494,Other_Faults,Other_Faults
0,5,0,1306,0.018819252969252964,0.0017857142857142857,0.0005299145299145299,0.6993941571586308,0.2780842366697628,0.0,0.0013867243867243869,Other_Faults,Other_Faults
0,5,0,1622,0.12035502275502279,0.02283492063492064,0.001832417582417582,0.844140950715951,0.005906746031746033,0.0029573593073593074,0.0019725829725829726,Other_Faults,Other_Faults
0,5,0,1404,0.30679969747053476,0.007075513375513377,0.10855705019095113,0.534389073107013,0.011092324342324343,0.02922313805046002,0.002863203463203463,Other_Faults,Other_Faults
0,5,0,1826,0.16320761199584746,0.0270990143413518,0.011834402525578996,0.6467786000205504,0.04271679317414611,0.08866224973856558,0.019701328203959784,Other_Faults,Other_Faults
0,5,0,1911,0.07275020469726351,0.0006666666666666666,0.24310575462549144,0.5028546939558552,0.00018181818181818183,0.0009555555555555555,0.1794853063173496,Other_Faults,Other_Faults
0,5,0,1527,0.10873967237089804,0.000125,0.07101368321221264,0.48025250743408665,0.33085407981774584,0.009015057165057166,0.0,Other_Faults,Other_Faults
0,5,0,1829,0.07877942490945589,0.003835714285714286,0.021560592185592177,0.8702256865339681,0.0027879377932009514,0.009052230483654632,0.013758413808413809,Other_Faults,Other_Faults
0,5,0,1378,0.4028981124053106,0.10409846085287258,0.0005333333333333334,0.4246841314945804,0.021058601529189765,0.0227715922965923,0.023955768088121023,Other_Faults,Other_Faults
0,5,0,1808,0.448902249101088,0.0005,0.00015384615384615385,0.2551136115088903,0.05087604470692704,0.006848629148629148,0.23760561938061947,Bumps,Other_Faults
0,5,0,1436,0.3941792857211589,0.0,0.0003333333333333333,0.5258381525766974,0.0782944018228074,0.0003333333333333333,0.0010214932126696831,Other_Faults,Other_Faults
0,5,0,1709,0.028243004218004214,0.005804112554112554,0.04058759149347383,0.8771107121636533,0.039664475557122617,0.0,0.008590104013633425,Other_Faults,Other_Faults
0,5,0,1917,0.02661619458972399,0.00021052631578947367,0.08987020295665812,0.7450094717975524,0.0,0.0020874458874458874,0.13620615845283027,Other_Faults,Other_Faults
0,5,0,1341,0.6583920037403401,0.013852591809635151,0.0023505494505494506,0.28234672252561605,0.02022764427956243,0.022725225036401498,0.00010526315789473683,Bumps,Other_Faults
0,5,0,1580,0.031217523936331978,0.0002666666666666667,0.0020457875457875457,0.9094326768089157,0.056837345042298565,0.0,0.0002,Other_Faults,Other_Faults
0,5,0,1422,0.48800907394119475,0.0,0.00016666666666666666,0.4835335437352463,0.004453196803196804,0.0019127630539395243,0.02192475579975579,Bumps,Other_Faults
0,5,0,1905,0.0492469114219114,0.0050702380952380955,0.003715873015873016,0.11529199052581406,0.009392871834048303,0.8130994227994228,0.004182692307692307,Stains,Other_Faults
0,5,0,1303,0.04332059607059607,0.0018936507936507935,0.0027075036075036073,0.7797933211954883,0.17008420405703686,0.0,0.0022007242757242757,Other_Faults,Other_Faults
0,5,0,1578,0.05958651108355306,0.0002666666666666667,0.0003076923076923077,0.5901557020270675,0.3496834279150204,0.0,0.0,Other_Faults,Other_Faults
0,5,0,1664,0.4492065717564172,0.0022699134199134197,0.011960311910311912,0.46398187572661237,0.06870471131895278,0.0,0.0038766158677923388,Other_Faults,Other_Faults
0,5,0,1310,0.06473092432163635,0.0002666666666666667,0.0011428571428571427,0.2769296551058161,0.29669365996061037,0.001895424836601307,0.358340811965812,Z_Scratch,Other_Faults
0,5,0,1688,0.07752237462400001,0.03855525091523543,0.001477777777777778,0.548880887018039,0.31629245820399055,0.0,0.017271251460957336,Other_Faults,Other_Faults
0,5,0,1491,0.03837958332517155,0.00013333333333333334,0.015889466089466092,0.8047403601042921,0.1374977333382133,0.0,0.003359523809523809,Other_Faults,Other_Faults
0,5,0,1280,0.2537206578079644,0.0,0.02292974133709427,0.5782093104693725,0.1417932884109355,0.0,0.003347001974633553,Other_Faults,Other_Faults
0,5,0,1504,0.09591013104542524,0.04070961228314169,0.01534695304695305,0.7663104766492537,0.01716808726189531,0.0021222222222222224,0.06243251749110879,Other_Faults,Other_Faults
0,5,0,1718,0.03280938848732966,0.0006222222222222223,0.03608402463549521,0.9168232590938475,0.008525824175824176,0.00441060606060606,0.0007246753246753247,Other_Faults,Other_Faults
0,5,0,1322,0.02725552796876326,0.00275,0.04201879103868268,0.8838574487346159,0.033647783588960055,0.0,0.01047044866897808,Other_Faults,Other_Faults
0,5,0,1324,0.018278388278388277,0.0,0.02843691210750034,0.9468753256547375,0.0008571428571428571,0.0019427072927072928,0.00360952380952381,Other_Faults,Other_Faults
0,5,0,1305,0.006324381174381173,0.0015,0.0024100732600732602,0.7812612213723671,0.2076141726780271,0.0,0.0008901515151515151,Other_Faults,Other_Faults
0,5,0,1706,0.019207817182817177,0.0014554334554334552,0.02072356254856255,0.8147842158271731,0.14136914192618527,0.0,0.00245982905982906,Other_Faults,Other_Faults
0,5,0,1921,0.028978100081892656,0.0019529220779220778,0.030018414918414914,0.8560424900349047,0.0003333333333333333,0.007944042885219355,0.07473069666831278,Other_Faults,Other_Faults
0,5,0,1746,0.1192713249083219,0.0,0.0,0.8027358440836772,0.023685282931722555,0.006008339287131856,0.04829920878914687,Other_Faults,Other_Faults
0,5,0,1571,0.5126695897325926,0.0,0.003414502164502164,0.46977917098381505,0.012122711438887912,0.0,0.0020140256802021507,Bumps,Other_Faults
0,5,0,1480,0.0513926042911337,0.0011190476190476191,0.02636101725072313,0.8933149402884693,0.02650034148857677,0.00025,0.0010620490620490619,Other_Faults,Other_Faults
0,5,0,1467,0.20503539485969835,0.0032611832611832607,0.05583099971923502,0.6820570158341834,0.0281564644505821,0.018442852409028876,0.007216089466089466,Other_Faults,Other_Faults
0,5,0,1924,0.05043518851289747,0.006891797091797092,0.21009349445703943,0.6638710856051417,0.002216891441891442,0.0009787878787878787,0.0655127550124454,Other_Faults,Other_Faults
0,5,0,1686,0.10581334910359681,0.011631092883724463,0.11096235095314043,0.6808758781122556,0.005937728937728937,0.06673150088645442,0.018048099123099116,Other_Faults,Other_Faults
0,5,0,1615,0.3695057631865751,0.012686408036408038,0.00016666666666666666,0.5836631915373034,0.006595407207171915,0.0010714285714285715,0.0263111347944468,Other_Faults,Other_Faults
0,5,0,1536,0.6998241825168298,0.00783951048951049,0.0020357142857142857,0.2801767665341194,0.0010424242424242425,0.0005,0.008581401931401932,Bumps,Other_Faults
0,5,0,1455,0.4022836637032222,0.025742091972355125,0.010556709956709957,0.44306109750392286,0.0786679723870901,0.03389840453663982,0.00579005994005994,Other_Faults,Other_Faults
0,5,0,1940,0.659686743158802,0.001729429720606191,0.0009777777777777777,0.26782999941235225,0.010312046287046288,0.01890117627470569,0.040562827368709704,Bumps,Other_Faults
0,5,0,1538,0.13353787270521017,0.0033720002220002216,0.0,0.8246076257162173,0.004439560439560439,0.030321562295633486,0.003721378621378621,Other_Faults,Other_Faults
0,5,0,1368,0.5653742258515481,0.011793509268509268,0.0,0.39490193883344005,0.0015080086580086581,0.0019172161172161173,0.02450510127127773,Bumps,Other_Faults
0,5,0,1864,0.028094943944943947,0.0024833333333333335,0.0009047619047619046,0.9650177544677544,0.0019357142857142854,0.0010634920634920633,0.0005,Other_Faults,Other_Faults
0,5,0,1407,0.39234536974033885,0.0002,0.0018588744588744586,0.6001775406825716,0.005132500832500833,0.0002857142857142857,0.0,Other_Faults,Other_Faults
0,5,0,1530,0.5729000236605497,0.0,0.0025362219050299537,0.16137825832578162,0.26222121039435287,0.0005714285714285714,0.0003928571428571429,Bumps,Other_Faults
0,5,0,1376,0.0747842486203167,0.0,0.035126284826284826,0.867123303511074,0.001717948717948718,0.0,0.02124821432437532,Other_Faults,Other_Faults
0,5,0,1802,0.16439092584402185,0.0010999999999999998,0.0,0.6067465641771372,0.20273385135676167,0.003904249259512417,0.021124409362567258,Other_Faults,Other_Faults
0,5,0,1882,0.36462810181390704,0.006825224775224778,0.0005,0.5839028956058377,0.029333849320614024,0.0003833333333333333,0.014426595151083644,Other_Faults,Other_Faults
0,5,0,1783,0.07599244267084826,0.06377510403253435,0.036714367615528605,0.7376957684816042,0.035378052898254124,0.0006153846153846154,0.049828879685845616,Other_Faults,Other_Faults
0,5,0,1565,0.12579483919932852,0.0,0.16597673454856124,0.6463565114538025,0.0008888888888888888,0.0002,0.060783025909419065,Other_Faults,Other_Faults
0,5,0,1490,0.04370407419378007,0.001415151515151515,0.018891042291042295,0.8963856005106003,0.038847637982932094,0.00025,0.0005064935064935065,Other_Faults,Other_Faults
0,5,0,1363,0.07189878175659911,0.0,0.0954377500294683,0.8265147331254922,0.00025,0.0,0.005898735088440971,Other_Faults,Other_Faults
0,5,0,1383,0.04321047938129982,0.001625,0.016842791358967834,0.922686595808732,0.001125,0.0,0.014510133451000324,Other_Faults,Other_Faults
0,5,0,1817,0.3003018649994657,0.03747500247430587,0.003977727827727828,0.42178542584006984,0.10547669523459008,0.003964589005765476,0.12701869461807547,Other_Faults,Other_Faults
0,5,0,1344,0.10318433541862337,0.162686598334586,0.0006228438228438229,0.40077144104605406,0.2815946904230959,0.0007272727272727273,0.0504128182275241,Other_Faults,Other_Faults
0,5,0,1281,0.18222304685338747,0.0,0.008565234765234762,0.47622705605368154,0.3320728796659136,0.00043956043956043956,0.0004722222222222222,Other_Faults,Other_Faults
0,5,0,1883,0.2821701296983032,0.19530988254951098,0.0012385964912280702,0.47138280906400093,0.04471561516398975,0.004030830280830281,0.001152136752136752,Other_Faults,Other_Faults
0,5,0,1681,0.14372235796539204,0.12134670826249781,0.020841644140173553,0.6117463189717057,0.06807277614885972,0.0019682539682539684,0.03230194054311701,Other_Faults,Other_Faults
0,5,0,1848,0.027583224085855663,0.017305634211513196,0.005142807192807192,0.9356284138525657,0.008458306193290714,0.001,0.004881614463967405,Other_Faults,Other_Faults
0,5,0,824,0.11293015594656465,0.7411008154384315,0.002360504201680672,0.12477307391610802,0.017219017257252545,0.0,0.0016164332399626518,Dirtiness,Dirtiness
0,5,0,817,0.05694615270350565,0.029193722943722942,0.011843320568320569,0.22348475788916988,0.6785320458952813,0.0,0.0,Pastry,Dirtiness
0,5,0,831,0.24281175633791752,0.4412314061755241,0.0,0.2405954537722341,0.0695666229195641,0.004111000111000111,0.0016837606837606838,Dirtiness,Dirtiness
0,5,0,837,0.1870495114964157,0.3219268874400454,0.006495687645687646,0.31171447086625137,0.1703437455819036,0.0,0.0024696969696969702,Dirtiness,Dirtiness
0,5,0,855,0.048876909365144654,0.7034312298812299,0.013003862803862806,0.09335860348801524,0.13992463255698553,0.0002857142857142857,0.0011190476190476191,Dirtiness,Dirtiness
0,5,0,838,0.34782373922087567,0.0019523809523809524,0.007230570409982175,0.533090128739509,0.10336017923425049,0.0008484848484848484,0.005694516594516594,Other_Faults,Dirtiness
0,5,0,612,0.0006412698412698412,0.0,0.9362614779011841,0.06246431574960986,0.0,0.0,0.0006329365079365079,K_Scratch,K_Scratch
0,5,0,440,0.00014285714285714284,0.0,0.9946307359307358,0.004576406926406926,0.0,0.0,0.00065,K_Scratch,K_Scratch
0,5,0,474,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,611,0.00014285714285714284,0.0,0.9916093073593073,0.007797835497835498,0.0,0.0,0.00045,K_Scratch,K_Scratch
0,5,0,615,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,727,0.03874970470705764,0.0,0.7086035443314849,0.24220502879473466,0.0009523809523809524,0.0,0.009489341214341213,K_Scratch,K_Scratch
0,5,0,397,0.047706270363623286,0.0,0.7441356011635419,0.19576585685556275,0.0002857142857142857,0.0,0.01210655733155733,K_Scratch,K_Scratch
0,5,0,486,0.0014857142857142857,0.0,0.9857472222222222,0.00976468253968254,0.0,0.0,0.0030023809523809526,K_Scratch,K_Scratch
0,5,0,425,0.012122029604382545,0.00015384615384615385,0.48662847072088583,0.32450229149075915,0.0023454545454545455,0.0,0.17424790748467214,K_Scratch,K_Scratch
0,5,0,543,0.0,0.0,0.9991111111111111,0.0008888888888888888,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,651,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,725,0.0025303030303030303,0.0,0.9694897546897547,0.019885525585525584,0.0018871794871794872,0.0,0.006207237207237206,K_Scratch,K_Scratch
0,5,0,690,0.0,0.0,0.9927301587301588,0.00726984126984127,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,735,0.04387885666964611,0.0,0.8456062386443963,0.10409563608905717,0.0009090909090909092,0.0,0.005510177687809267,K_Scratch,K_Scratch
0,5,0,688,0.05090206558147734,0.0007938995215311005,0.33920835137514715,0.5456402607196724,0.0016314102564102563,0.0035049076310686212,0.05831910491469313,Other_Faults,K_Scratch
0,5,0,664,0.00040404040404040404,0.0,0.958616411710065,0.04021439637074311,0.0,0.0,0.0007651515151515151,K_Scratch,K_Scratch
0,5,0,398,0.0010500000000000002,0.0,0.9905817460317462,0.007701587301587303,0.0,0.0,0.0006666666666666666,K_Scratch,K_Scratch
0,5,0,706,0.0011088023088023087,0.0,0.8775643831830363,0.1200144407707875,0.0,0.0,0.0013123737373737375,K_Scratch,K_Scratch
0,5,0,618,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,435,0.0,0.0,0.9855734126984128,0.005444047619047619,0.0,0.0,0.008982539682539682,K_Scratch,K_Scratch
0,5,0,437,0.0016190476190476191,0.0,0.9865150793650792,0.004219047619047619,0.0,0.0,0.007646825396825397,K_Scratch,K_Scratch
0,5,0,393,0.003169047619047619,0.0,0.9547457431457433,0.018585137085137083,0.0,0.0,0.02350007215007215,K_Scratch,K_Scratch
0,5,0,457,0.0,0.0,0.9954878787878787,0.003862121212121212,0.0,0.0,0.00065,K_Scratch,K_Scratch
0,5,0,428,0.0016190476190476191,0.0,0.9849436507936509,0.00579047619047619,0.0,0.0,0.007646825396825397,K_Scratch,K_Scratch
0,5,0,720,0.017484698634698637,0.0,0.7878617310192384,0.18101901805624732,0.0002857142857142857,0.0,0.013348838004101164,K_Scratch,K_Scratch
0,5,0,359,0.014543650793650798,0.0,0.8334867416896835,0.12513612988318867,0.023566810966810972,0.0006,0.0026666666666666666,K_Scratch,K_Scratch
0,5,0,732,0.07346844224746706,0.00018181818181818183,0.5809629303187352,0.3371810909936298,0.0058679653679653675,0.00015384615384615385,0.0021839067365383154,K_Scratch,K_Scratch
0,5,0,661,0.00014285714285714284,0.0,0.9659771839271837,0.03367995892995892,0.0,0.0,0.0002,K_Scratch,K_Scratch
0,5,0,593,0.01723547513717792,0.0008666666666666667,0.9252100607510828,0.027552882978734365,0.0006666666666666666,0.0,0.02846824779967194,K_Scratch,K_Scratch
0,5,0,654,0.014043162066691475,0.0,0.13175800963742154,0.04641360322683852,0.0006538461538461538,0.8057028074866315,0.0014285714285714286,Stains,K_Scratch
0,5,0,630,0.0,0.0,0.9997142857142858,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,360,0.005780158730158729,0.0,0.9432423409923412,0.04822511932511932,0.001752380952380952,0.001,0.0,K_Scratch,K_Scratch
0,5,0,734,0.04117203571282516,0.0,0.8166990957872533,0.13545959990302103,0.0009090909090909092,0.0,0.005760177687809267,K_Scratch,K_Scratch
0,5,0,576,0.0002222222222222222,0.0,0.9960428571428572,0.0030492063492063492,0.0,0.0,0.0006857142857142857,K_Scratch,K_Scratch
0,5,0,388,0.20254250269853988,0.0010267379679144387,0.15477452619619797,0.590194668807285,0.04381996528583217,0.0050545898545898554,0.0025870091896407683,Other_Faults,K_Scratch
0,5,0,377,0.00612142857142857,0.0,0.9791523809523811,0.014459523809523811,0.0002666666666666667,0.0,0.0,K_Scratch,K_Scratch
0,5,0,723,0.04283673989409284,0.0,0.6922215929495334,0.24524280213250796,0.0044476190476190475,0.0,0.015251245976245976,K_Scratch,K_Scratch
0,5,0,550,0.0017248046071575486,0.0,0.9419108389374643,0.05433964432540283,0.0002857142857142857,0.0,0.0017389978442610024,K_Scratch,K_Scratch
0,5,0,709,0.0008230880230880231,0.0,0.8842865859802392,0.11299461892596568,0.0,0.0,0.0018957070707070704,K_Scratch,K_Scratch
0,5,0,145,0.10051274713418683,0.029297158397158386,0.05008930790571656,0.22809881162009651,0.5802346017931159,0.0007142857142857142,0.011053087435440378,Pastry,Pastry
0,5,0,115,0.005654413886766827,0.008386605551311434,0.0015139194139194138,0.16939487689812782,0.8145501842498745,0.0,0.0005,Pastry,Pastry
0,5,0,1,0.10318614330286159,0.0004205128205128205,0.0024064935064935064,0.4315310999372146,0.4569814192085866,0.0,0.005474331224331224,Pastry,Pastry
0,5,0,111,0.12672324078570213,0.013421564056858173,0.0026139097744360905,0.36248621804751824,0.4745804195976024,0.0007151515151515151,0.019459496222731517,Pastry,Pastry
0,5,0,51,0.1304134017427362,0.001692982456140351,0.0017350649350649351,0.4625141474624449,0.40364440340361396,0.0,0.0,Other_Faults,Pastry
0,5,0,43,0.05875114297467236,0.009547182349813929,0.011018296409472878,0.1739768954214002,0.7463314828446408,0.0,0.000375,Pastry,Pastry
0,5,0,65,0.1446818443880196,0.0005714285714285714,0.0,0.2442320550685911,0.6103970249131372,0.0,0.00011764705882352942,Pastry,Pastry
0,5,0,97,0.04574679470855942,0.04624848484848485,0.00562055722055722,0.45702307738700915,0.4416221205523064,0.0,0.0037389652830829303,Other_Faults,Pastry
0,5,0,135,0.16097529692791177,0.0019134920634920633,0.0035789006315322097,0.6218865299366878,0.20089484248943806,0.0012825396825396824,0.009468398268398268,Other_Faults,Pastry
0,5,0,3,0.2637558559998653,0.02096983784189666,0.0008214285714285714,0.6444634688840566,0.047753718907511476,0.003058155178155178,0.0191775346170857,Other_Faults,Pastry
0,5,0,116,0.0082138646870845,0.00465937571200729,0.002416888374783112,0.29501410110357473,0.6891957701225503,0.0,0.0005,Pastry,Pastry
0,5,0,107,0.08466398193309961,0.004603940503940504,0.006686448518801461,0.2118732373921229,0.6883195929887108,0.0,0.003852798663324979,Pastry,Pastry
0,5,0,103,0.15145000548127485,0.02841717530835178,0.004019069819069818,0.49673436289372863,0.2770443839184551,0.0,0.04233500257912022,Other_Faults,Pastry
0,5,0,92,0.08587288322272849,0.01611799475034769,0.004582041642567959,0.31924848064731975,0.5512838361672725,0.0010761904761904762,0.02181857309357309,Pastry,Pastry
0,5,0,123,0.0385544733044733,0.001053146853146853,0.0029901281724811135,0.2353272880714058,0.7174958786311725,0.0,0.004579084967320261,Pastry,Pastry
0,5,0,124,0.014535349737981313,0.002433333333333333,0.0013455433455433457,0.6949518463476667,0.28564989362202986,0.0,0.0010840336134453781,Other_Faults,Pastry
0,5,0,327,0.006349999999999999,0.0,0.0,0.03497358132064016,0.0023166666666666665,0.0,0.956359752012693,Z_Scratch,Z_Scratch
0,5,0,182,0.0006666666666666666,0.0,0.0,0.003440476190476191,0.0,0.0,0.9958928571428571,Z_Scratch,Z_Scratch
0,5,0,220,0.0,0.0,0.00125,0.0023928571428571428,0.0,0.0,0.9963571428571428,Z_Scratch,Z_Scratch
0,5,0,224,0.09439302449879589,0.0,0.00015384615384615385,0.02502948880325041,0.24702814222353547,0.0,0.6333954983205724,Z_Scratch,Z_Scratch
0,5,0,330,0.05344031338458584,0.00048717948717948715,0.3494952686632251,0.3912801407742586,0.004229102167182663,0.0008722222222222223,0.20019577330134602,Other_Faults,Z_Scratch
0,5,0,281,0.0031761405261405257,0.0,0.0,0.010371461871461872,0.00041666666666666664,0.0,0.986035730935731,Z_Scratch,Z_Scratch
0,5,0,236,0.12353760418288283,0.012438095238095238,0.0,0.2131738443101446,0.04949864734508698,0.0009327485380116959,0.6004190603857787,Z_Scratch,Z_Scratch
0,5,0,271,0.2213304574510457,0.0011190476190476191,0.0,0.40378703876402067,0.003642828413416648,0.00040384615384615383,0.36971678159862303,Other_Faults,Z_Scratch
0,5,0,259,0.018790304140304144,0.0,0.0,0.007763830613830613,0.0015388888888888887,0.0,0.9719069763569761,Z_Scratch,Z_Scratch
0,5,0,260,0.19721919791594725,0.0,0.0,0.1834634137448379,0.0008710805534334947,0.0018134920634920635,0.6166328157222893,Z_Scratch,Z_Scratch
0,5,0,340,0.11972055208293603,0.07285625910037673,0.00439047619047619,0.3912917674001267,0.12389034461410633,0.0,0.2878506006119781,Other_Faults,Z_Scratch
0,5,0,291,0.0,0.0,0.0,0.001985347985347985,0.0,0.0,0.998014652014652,Z_Scratch,Z_Scratch
0,5,0,319,0.004981962481962482,0.0,0.0,0.028300798547857373,0.0,0.0,0.9667172389701801,Z_Scratch,Z_Scratch
0,5,0,339,0.11488096129876318,0.02853062721592133,0.004315750915750915,0.46890197512326015,0.06341737771172754,0.0007862137862137863,0.3191670939483632,Other_Faults,Z_Scratch
0,5,0,314,0.0002,0.0,0.0,0.015450856822915648,0.0,0.0,0.9843491431770844,Z_Scratch,Z_Scratch
0,5,0,292,0.049614494818906556,0.0,0.0,0.08112505223534637,0.0,0.0,0.869260452945747,Z_Scratch,Z_Scratch
0,5,0,263,0.12435804003022027,0.0,0.00015384615384615385,0.027684460697541186,0.5226399959271072,0.0,0.32516365719128576,Pastry,Z_Scratch
0,5,0,256,0.0,0.0,0.0,0.0,0.0,0.0,1.0,Z_Scratch,Z_Scratch
0,5,0,186,0.0003968253968253968,0.0,0.0,0.0019903762903762906,0.0,0.0,0.9976127983127983,Z_Scratch,Z_Scratch
0,5,0,800,0.0,0.0,0.008180952380952383,0.0007333333333333333,0.0,0.9910857142857141,0.0,Stains,Stains
0,5,0,805,0.02127714752567694,0.0010158730158730158,0.022783089133089133,0.04144008475184945,0.0008,0.9111367970265032,0.0015470085470085469,Stains,Stains
0,5,0,779,0.004556149406149406,0.0,0.02278941189529424,0.013164358354064236,0.0,0.9594900803444925,0.0,Stains,Stains
0,5,0,745,0.007374994123523536,0.0,0.025601427330839092,0.026286458149693433,0.0,0.940737120395944,0.0,Stains,Stains
0,5,0,743,0.0034001665001665003,0.0,0.021489411895294245,0.011370646510352392,0.0,0.9637397750941872,0.0,Stains,Stains
0,5,0,785,0.002519214119214119,0.0,0.008640061245943598,0.007781685471391354,0.0,0.9810590391634509,0.0,Stains,Stains
0,5,0,807,0.002103846153846154,0.0,0.06130160395160394,0.0196513875013875,0.00015384615384615385,0.9167893162393164,0.0,Stains,Stains
0,6,0,901,0.9094448593889768,0.000125,0.0,0.07236857750093044,0.016992935659112127,0.0008333333333333333,0.00023529411764705883,Bumps,Bumps
0,6,0,1029,0.7701038661888506,0.007896103896103894,0.0,0.21265968721680806,0.0033269727348674717,0.0,0.006013369963369963,Bumps,Bumps
0,6,0,1077,0.5274338235036377,0.02857076616194263,0.007462581536110947,0.305356185670195,0.061058604304192514,0.06438355108943346,0.0057344877344877344,Bumps,Bumps
0,6,0,952,0.2674814775094187,0.019513982259570493,0.011547213570742985,0.6353990303813835,0.06494162961221783,0.0,0.0011166666666666666,Other_Faults,Bumps
0,6,0,905,0.814555204951567,0.0020476190476190472,0.0007619047619047618,0.08167637950285012,0.10036365364082082,0.0,0.0005952380952380952,Bumps,Bumps
0,6,0,1066,0.2207986370097051,0.012314173886417798,0.00504985014985015,0.7065039994177462,0.05102392395186513,0.0002857142857142857,0.004023701298701298,Other_Faults,Bumps
0,6,0,975,0.6172851326434143,0.02272037684537685,0.0016383838383838385,0.274252566095755,0.037493021684198144,0.044663332745685666,0.0019471861471861472,Bumps,Bumps
0,6,0,1266,0.3175913073081032,0.0,0.0,0.6194283643772807,0.03212703357014501,0.0005,0.030353294744471206,Other_Faults,Bumps
0,6,0,1016,0.2940678365923723,0.001916997708174179,0.0008653846153846154,0.681686991749221,0.020029391360273714,0.0,0.0014333979745744451,Other_Faults,Bumps
0,6,0,1123,0.43958879748562396,0.006123201798201799,0.0014844017094017092,0.37486992469175123,0.1609228842880546,0.011463344988344988,0.005547445038621509,Bumps,Bumps
0,6,0,889,0.5061915696188916,0.003206421356421356,0.0011333333333333332,0.40629919036072304,0.01086248453129258,0.0,0.07230700079933827,Bumps,Bumps
0,6,0,1061,0.4761698237091429,0.0007484848484848486,0.039946742550535104,0.4662487339715665,0.010756554058256845,0.0,0.006129660862013804,Bumps,Bumps
0,6,0,1168,0.6885061475761937,0.00011764705882352942,0.0032404484404484407,0.2965993849631619,0.003366161616161616,0.0,0.008170210345210347,Bumps,Bumps
0,6,0,1224,0.9033153935933349,0.0031028265851795263,0.0005714285714285714,0.09010299194269779,0.0007714285714285713,0.0,0.002135930735930736,Bumps,Bumps
0,6,0,1147,0.6598469858744627,0.00040404040404040404,0.006303984903984904,0.32855635245387577,0.002356421356421356,0.0001111111111111111,0.002421103896103896,Bumps,Bumps
0,6,0,994,0.3696976692725921,0.19632203038619447,0.001176068376068376,0.3773361315670914,0.051057782937736496,0.0,0.00441031746031746,Other_Faults,Bumps
0,6,0,1018,0.5110273888048658,0.0,0.00045833333333333327,0.48280157944910257,0.004468650793650794,0.00025,0.000994047619047619,Bumps,Bumps
0,6,0,873,0.14696638046336188,0.003346775446775447,0.018122395818835447,0.335096508290471,0.48962318473580085,0.004690909090909091,0.0021538461538461538,Pastry,Bumps
0,6,0,1109,0.1971204303522416,0.02836185415891297,0.0026809523809523807,0.48444840868625694,0.09768623254110886,0.00013333333333333334,0.18956878854719408,Other_Faults,Bumps
0,6,0,904,0.9476540640731819,0.0004,0.0,0.038841515673868614,0.010918729309905782,0.0009682539682539682,0.001217436974789916,Bumps,Bumps
0,6,0,1235,0.878165673215673,0.006561183261183261,0.0009350649350649351,0.10741734931734931,0.0025047619047619046,0.0,0.004415967365967366,Bumps,Bumps
0,6,0,1040,0.2917996259588366,0.01267967587967588,0.0009166666666666666,0.4217055288193058,0.2432940590798951,0.022152813852813855,0.007451629742806214,Other_Faults,Bumps
0,6,0,1228,0.8821023105978981,0.0006964285714285714,0.0,0.1038578648475707,0.00014285714285714284,0.0,0.013200538840244722,Bumps,Bumps
0,6,0,1158,0.8726834564128686,0.00025,0.005831790431790431,0.1184164270370153,0.00038181818181818184,0.0,0.0024365079365079364,Bumps,Bumps
0,6,0,1203,0.21892468413939,0.0054214295508413154,0.0028158263305322127,0.761705557514381,0.004245302736479207,0.0004,0.0064871997283762,Other_Faults,Bumps
0,6,0,997,0.3535619987683455,0.004506393606393606,0.0,0.39861840705733903,0.2422790014337229,0.0,0.0010341991341991342,Other_Faults,Bumps
0,6,0,1041,0.1773790285909482,0.007164524364524364,0.005082438639791581,0.3723722571116535,0.10091413302899374,0.32986884651296416,0.007218771751124693,Other_Faults,Bumps
0,6,0,1084,0.5675088277993081,0.003908736524912995,0.01098612837111289,0.38260186584141687,0.028915473209281253,0.004093253968253967,0.0019857142857142855,Bumps,Bumps
0,6,0,1012,0.3376518984283694,0.020747821210437313,0.0005555555555555554,0.49855338121630666,0.10457901849612378,0.0003333333333333333,0.03757899175987411,Other_Faults,Bumps
0,6,0,903,0.8555201003245124,0.002,0.0007934065934065935,0.0863428006633889,0.05439643967143965,0.0,0.0009472527472527473,Bumps,Bumps
0,6,0,944,0.9289781377119612,0.0013714285714285714,0.0006666666666666666,0.062298174864351324,0.005952258852258853,0.0,0.0007333333333333333,Bumps,Bumps
0,6,0,1046,0.861476872800402,0.0005151515151515151,0.0013038461538461537,0.13353385536032594,0.001424242424242424,0.0,0.001746031746031746,Bumps,Bumps
0,6,0,1002,0.31936425559304815,0.0007413419913419912,0.00223993783993784,0.6476079723424153,0.011042481864540689,0.0,0.019004010368716243,Other_Faults,Bumps
0,6,0,949,0.30617768512876864,0.0002,0.03409433939813195,0.617812034439588,0.040920233962803615,0.0,0.0007957070707070708,Other_Faults,Bumps
0,6,0,1250,0.6472726030505438,0.04751706430824078,0.011172872389048858,0.23589894696806454,0.03624357913328501,0.01684861380449616,0.005046320346320346,Bumps,Bumps
0,6,0,883,0.10405204532309806,0.0017,0.0028100972127287917,0.3956071816556336,0.0027922077922077925,0.002991941391941392,0.4900465266243905,Z_Scratch,Bumps
0,6,0,1135,0.3271065700553319,0.001867857142857143,0.02601033851769146,0.5253250228615556,0.11460212173447475,0.0023307303807303804,0.002757359307359307,Other_Faults,Bumps
0,6,0,978,0.701005723799764,0.006077555777555778,0.0009,0.2517997138997916,0.009763897213897213,0.029138423994306325,0.0013146853146853146,Bumps,Bumps
0,6,0,1080,0.5263773054688689,0.02788605250958191,0.006828449328449329,0.24932530814558668,0.010785145083674497,0.1734180635841627,0.0053796758796758794,Bumps,Bumps
0,6,0,1195,0.5525382145030752,0.014129736929736925,0.002952475302475302,0.3469242508093901,0.04470054390054388,0.012898451548451548,0.025856327006327003,Bumps,Bumps
0,6,0,1294,0.017490697048049987,0.0032579365079365074,0.00280021645021645,0.5803478121293907,0.3939285903896582,0.0004444444444444444,0.0017303030303030304,Other_Faults,Other_Faults
0,6,0,1472,0.6948937087508299,0.00025,0.012768722943722945,0.2862681432860226,0.0022158730158730157,0.0,0.0036035520035520036,Bumps,Other_Faults
0,6,0,1896,0.2560781950076067,0.0016398268398268396,0.0027134909208438624,0.7001399507355394,0.006463985361044185,0.0,0.03296455113513936,Other_Faults,Other_Faults
0,6,0,1476,0.8453446410314828,0.0017658730158730158,0.0014797682709447415,0.1323701602233337,0.013186653052829522,0.003964307914307914,0.0018885964912280701,Bumps,Other_Faults
0,6,0,1286,0.20526098587514996,0.019530191377250202,0.0008333333333333333,0.4708253081284041,0.1623978994345868,0.0007469696969696969,0.1404053121543059,Other_Faults,Other_Faults
0,6,0,1816,0.3623058186040788,0.02399616436195382,0.002532482223658694,0.2726457859489191,0.3308715165381576,0.0006,0.007048232323232324,Bumps,Other_Faults
0,6,0,1431,0.16060360660151682,0.00016666666666666666,0.0,0.6369619646177692,0.0014883541295306,0.0002857142857142857,0.20049369369880213,Other_Faults,Other_Faults
0,6,0,1869,0.37844203054427505,0.001957142857142857,0.008001790692967164,0.529460943253513,0.07663080778011112,0.0,0.005507284871990754,Other_Faults,Other_Faults
0,6,0,1587,0.36741353148915035,0.001678715728715729,0.0011090909090909092,0.6006691711453319,0.016119202486539946,0.0,0.013010288241170596,Other_Faults,Other_Faults
0,6,0,1712,0.1911210922376557,0.0038868131868131863,0.0077749000999001,0.7736537085463556,0.00815872460872461,0.010608657424446897,0.004796103896103895,Other_Faults,Other_Faults
0,6,0,1878,0.5037904900568989,0.010470173943703354,0.0004,0.46003840359846543,0.0012838827838827838,0.0,0.02401704961704961,Bumps,Other_Faults
0,6,0,1477,0.22865825906979156,0.0012380952380952382,0.018255236919942804,0.7176128195849562,0.0030206349206349206,0.00901646905725853,0.022198485209321123,Other_Faults,Other_Faults
0,6,0,1904,0.24137999464415863,0.004113845219108376,0.0,0.6851459640686113,0.01291417499768893,0.0002222222222222222,0.05622379884821059,Other_Faults,Other_Faults
0,6,0,1558,0.10050290968061867,0.014581339472361142,0.0012424242424242424,0.8704336888773424,0.005587841570194512,0.000819047619047619,0.0068327485380116956,Other_Faults,Other_Faults
0,6,0,1684,0.016965351925336443,0.057145073012642655,0.02611603200720847,0.8580066392070262,0.01308616661116661,0.0,0.028680737236619586,Other_Faults,Other_Faults
0,6,0,1361,0.161195867591301,0.0,0.2020244749660385,0.6259674442516552,0.007139954163483575,0.0009327485380116959,0.0027395104895104896,Other_Faults,Other_Faults
0,6,0,1435,0.3168766936881488,0.006689726939726942,0.0,0.48172515851881226,0.18855084509573686,0.005757575757575758,0.0004,Other_Faults,Other_Faults
0,6,0,1531,0.683472525505111,0.0021756715506715506,0.0023531069807385596,0.1923659087730295,0.11704808023074284,0.0,0.0025847069597069597,Bumps,Other_Faults
0,6,0,1850,0.0632008749420514,0.018664048524574837,0.004126221001221001,0.8523549461116796,0.024787973137973124,0.00046666666666666666,0.03639926961583308,Other_Faults,Other_Faults
0,6,0,1428,0.4450646063001328,0.011654171232963804,0.0011428571428571427,0.5063056251110427,0.0015895604395604398,0.0,0.034243179773442926,Other_Faults,Other_Faults
0,6,0,1871,0.5940466572643042,0.00043956043956043956,0.0,0.40025678488178495,0.005256997414350356,0.0,0.0,Bumps,Other_Faults
0,6,0,1592,0.0038588594412123827,0.0,0.9438420551670553,0.03805139811169223,0.0030944444444444444,0.0,0.011153242835595777,K_Scratch,Other_Faults
0,6,0,1487,0.02224864857364857,0.0008318181818181818,0.008818173493173495,0.9519872877122878,0.015530738705738706,0.0,0.0005833333333333333,Other_Faults,Other_Faults
0,6,0,1931,0.10211932400245098,0.0003246753246753247,0.024995694828047765,0.8487113549419275,0.00014285714285714284,0.003953846153846154,0.019752247606194973,Other_Faults,Other_Faults
0,6,0,1659,0.24611400147727716,0.05594184217055733,0.003236580086580086,0.4782089405531726,0.19351107800867876,0.015365725940725937,0.007621831763008234,Other_Faults,Other_Faults
0,6,0,1333,0.09160352817117524,0.014683732933732936,0.013382324864677804,0.7630000862398691,0.10473971284992961,0.0,0.012590614940614944,Other_Faults,Other_Faults
0,6,0,1589,0.1736224645323716,0.0124632530867825,0.03574128473865316,0.7510326328642122,0.012745303466743097,0.008819333444333444,0.005575727866904338,Other_Faults,Other_Faults
0,6,0,1643,0.708436337596013,0.001839041514041514,0.007683116883116884,0.22089124429921658,0.03519567377067377,0.025554585936938868,0.0004,Bumps,Other_Faults
0,6,0,1689,0.22447573203333068,0.010729376179376178,0.08320674945969063,0.615188702577466,0.006451956376956377,0.02831761983286752,0.03162986354031244,Other_Faults,Other_Faults
0,6,0,1696,0.05716152682886428,0.032111128688992456,0.004440914314443725,0.6173865057543074,0.2351878931440077,0.0004444444444444444,0.053267586824939754,Other_Faults,Other_Faults
0,6,0,1665,0.44889776375155604,0.00014285714285714284,0.0,0.5158038472535378,0.02276062234978643,0.0,0.012394909502262443,Other_Faults,Other_Faults
0,6,0,1825,0.06231455260425848,0.050387797161558744,0.007947102897102898,0.7870925580095862,0.043061513160042565,0.004596428571428572,0.044600047596022825,Other_Faults,Other_Faults
0,6,0,1715,0.0051408813408813404,0.004666666666666666,0.8618604482205103,0.12275343234337044,0.004578571428571428,0.0003333333333333333,0.0006666666666666666,K_Scratch,Other_Faults
0,6,0,1748,0.03835401787754728,0.019240748140748137,0.21113395738248691,0.666508684616038,0.061655969194204505,0.0,0.0031066227889757297,Other_Faults,Other_Faults
0,6,0,1697,0.06287899682017327,0.010277129887656205,0.0105799705196764,0.6325399746967859,0.2641653915829612,0.0,0.019558536492747015,Other_Faults,Other_Faults
0,6,0,1757,0.004058874458874459,0.0,0.0,0.6983095027607409,0.00036363636363636367,0.0,0.297267986416748,Other_Faults,Other_Faults
0,6,0,1915,0.061958995089877435,0.004183802308802309,0.011789321050466562,0.8463321255713668,0.00025,0.05459344070961715,0.02089231526986944,Other_Faults,Other_Faults
0,6,0,1359,0.06048309958015837,0.0012,0.010156896698073167,0.9051619318589907,0.0010714285714285715,0.0,0.021926643291349173,Other_Faults,Other_Faults
0,6,0,1427,0.4139956148856304,0.0015843137254901959,0.0,0.5560726421840976,0.0025918534080298784,0.0014666666666666667,0.0242889091300856,Other_Faults,Other_Faults
0,6,0,1807,0.1861895027744873,0.0021183261183261182,0.0,0.7738225485728583,0.023078079110432047,0.0,0.014791543423896365,Other_Faults,Other_Faults
0,6,0,1512,0.14275211683741099,0.012073340221869632,0.0022276057276057267,0.6859559781721549,0.1366952459305402,0.0018463458110516934,0.018449367299367296,Other_Faults,Other_Faults
0,6,0,1446,0.4717821186209733,0.0011818181818181817,0.0035149414311179007,0.5163821607271297,0.004702056277056278,0.00025,0.0021869047619047623,Other_Faults,Other_Faults
0,6,0,1641,0.8169659518813843,0.0007694444444444443,0.0028205128205128203,0.14162611993568722,0.019455652680652684,0.01795847208347208,0.00040384615384615383,Bumps,Other_Faults
0,6,0,1849,0.0882071511821512,0.021964120674646988,0.00614937284937285,0.8082418030455952,0.038743450830215534,0.0028250000000000003,0.03386910141801782,Other_Faults,Other_Faults
0,6,0,1719,0.12370315699951924,0.026434990009990004,0.023588336250952347,0.5244767747903968,0.28152818828058784,0.00040404040404040404,0.019864513264513262,Other_Faults,Other_Faults
0,6,0,1784,0.0361206277382748,0.0018787878787878787,0.054111401670225205,0.8821800596462359,0.0,0.003533549783549783,0.022175573282926218,Other_Faults,Other_Faults
0,6,0,1650,0.3810618039768966,0.014902841602841605,0.0012232323232323232,0.45853473686616064,0.08127258386608233,0.045143560850913776,0.017861240513872088,Other_Faults,Other_Faults
0,6,0,1824,0.1648646964645263,0.008887609710550887,0.0,0.6354873637009703,0.03104733417597194,0.0,0.15971299594798052,Other_Faults,Other_Faults
0,6,0,1908,0.07533331586713941,0.0016666666666666668,0.05497309112456168,0.8000964533832186,0.0036206349206349205,0.009759313725490198,0.05455052431228898,Other_Faults,Other_Faults
0,6,0,1889,0.1064402470164855,0.01051993553103393,0.0005333333333333334,0.7111977871229889,0.16523101561321363,0.0012822954822954821,0.004795385900649059,Other_Faults,Other_Faults
0,6,0,1271,0.08346877093494738,0.028890925577690286,0.01887495649345494,0.6399188055053785,0.1666808713459407,0.0002222222222222222,0.06194344792036609,Other_Faults,Other_Faults
0,6,0,1385,0.12563072127391017,0.0020325424575424575,0.04188304648567806,0.8001384573544793,0.0014038461538461537,0.018879578462473203,0.01003180781207097,Other_Faults,Other_Faults
0,6,0,1314,0.24637498046329312,0.03612779585395683,0.00035294117647058826,0.4709450109144381,0.11903876574062341,0.002361538461538462,0.12479896738967948,Other_Faults,Other_Faults
0,6,0,1547,0.17487855347267128,0.02923657065157065,0.04641779821485704,0.647971923468688,0.05328690329278564,0.027843646059822532,0.020364604839604842,Other_Faults,Other_Faults
0,6,0,1405,0.33642741518027924,0.0,0.0011011904761904763,0.6170798249394224,0.044093675631214316,0.0,0.0012978937728937727,Other_Faults,Other_Faults
0,6,0,1636,0.7192106954964538,0.00046753246753246754,0.001800865800865801,0.27036826753397963,0.0035884984296749,0.0008571428571428571,0.0037069974143503553,Bumps,Other_Faults
0,6,0,1616,0.1446240593943381,0.013041707698905843,0.0026943869855634564,0.8192174901723661,0.008860073260073263,0.0006412698412698412,0.010921012647483234,Other_Faults,Other_Faults
0,6,0,1511,0.08742166183489718,0.08269081653640474,0.020893321058026933,0.5818891988644311,0.21377067051455598,0.0,0.01333433119168413,Other_Faults,Other_Faults
0,6,0,1360,0.07979842628132104,0.009382509157509157,0.04472238594738594,0.37626881773197546,0.0047099428349428344,0.4803469723259199,0.004770945720945722,Stains,Other_Faults
0,6,0,1867,0.01768037093625329,0.005334313725490196,0.001,0.9645224080700862,0.010829573934837095,0.00013333333333333334,0.0005,Other_Faults,Other_Faults
0,6,0,1925,0.13183028948176004,0.00225,0.04501067561235819,0.779164419337636,0.0029018184429949133,0.00013333333333333334,0.03870946379191768,Other_Faults,Other_Faults
0,6,0,1753,0.002693073593073593,0.0002857142857142857,0.00016666666666666666,0.6364422599244581,0.0023076923076923075,0.0,0.3581045932223951,Other_Faults,Other_Faults
0,6,0,1549,0.47097594643059026,0.02240319680319681,0.013625242731125083,0.40904059911536705,0.04851468009115067,0.006394893994893993,0.029045440833676127,Bumps,Other_Faults
0,6,0,1891,0.23567766595289827,0.0014430014430014428,0.03895437438378614,0.6513551936711383,0.007405577755577757,0.0,0.06516418679359855,Other_Faults,Other_Faults
0,6,0,1458,0.6740609054516172,0.002183333333333333,0.0468046398046398,0.24796352012280817,0.022803624153624153,0.004127411477411478,0.0020565656565656567,Bumps,Other_Faults
0,6,0,1813,0.5014378535894786,0.06440194886812535,0.0030716450216450213,0.28302552926949215,0.035321320346320344,0.10818562009885548,0.004556082806082806,Bumps,Other_Faults
0,6,0,1373,0.5946434351510198,0.00032051282051282046,0.0012777777777777776,0.26247686110758867,0.037158570617548944,0.006009867583396994,0.09811297494215453,Bumps,Other_Faults
0,6,0,863,0.2911323705706061,0.20369816224367338,0.0021106060606060606,0.3386078155676453,0.0903002421555053,0.05180666735225558,0.022344136049708793,Other_Faults,Dirtiness
0,6,0,821,0.10403962176454443,0.6730040224455254,0.00325,0.18142024725622127,0.030413742011342622,0.0,0.007872366522366524,Dirtiness,Dirtiness
0,6,0,846,0.0369443167943168,0.8430609067403184,0.010717982017982016,0.08864492354051173,0.013846103896103896,0.0,0.00678576701076701,Dirtiness,Dirtiness
0,6,0,823,0.09164465006957268,0.6714906482664216,0.002567959817959818,0.19803629017181673,0.027435090923868,0.00018181818181818183,0.008643542568542568,Dirtiness,Dirtiness
0,6,0,825,0.2292779311675599,0.45990770571877365,0.0011004273504273505,0.21275869244274825,0.09462064736089507,0.0003333333333333333,0.002001262626262626,Dirtiness,Dirtiness
0,6,0,857,0.025339714860303095,0.9316065955286547,0.0,0.022899288456641402,0.01972582972582972,0.0,0.00042857142857142855,Dirtiness,Dirtiness
0,6,0,396,0.008897619047619047,0.0,0.9679888888888889,0.01350952380952381,0.0,0.0,0.00960396825396825,K_Scratch,K_Scratch
0,6,0,718,0.0013333333333333333,0.0,0.9933632406808878,0.002690540831717302,0.0,0.0,0.0026128851540616243,K_Scratch,K_Scratch
0,6,0,556,0.0017715007215007214,0.0,0.9356563750061428,0.06012081283869209,0.0004,0.0,0.002051311433664375,K_Scratch,K_Scratch
0,6,0,717,0.0030666666666666663,0.0,0.9894680025856496,0.004747683688860159,0.0,0.0,0.002717647058823529,K_Scratch,K_Scratch
0,6,0,531,0.0,0.0,0.9992000000000001,0.0004,0.0,0.0,0.0004,K_Scratch,K_Scratch
0,6,0,427,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,552,0.0,0.0,0.9949091780768251,0.003924155256508198,0.0,0.0,0.0011666666666666665,K_Scratch,K_Scratch
0,6,0,698,0.0,0.0,0.972595025528307,0.027404974471692715,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,646,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,636,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,540,0.0,0.0,0.9903409090909091,0.008788961038961039,0.0,0.0,0.00087012987012987,K_Scratch,K_Scratch
0,6,0,516,0.0017619047619047618,0.0,0.9896032745032745,0.005949106449106447,0.0,0.0,0.002685714285714286,K_Scratch,K_Scratch
0,6,0,652,0.0009269841269841269,0.0,0.9660516281190429,0.03278609363632582,0.0,0.0,0.00023529411764705883,K_Scratch,K_Scratch
0,6,0,738,0.5900647906788773,0.003125,0.018622576279929217,0.3555286435013214,0.014420040743570152,0.010581045588398529,0.007657903207903208,Bumps,K_Scratch
0,6,0,473,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,680,0.0003333333333333333,0.0,0.9830179271708681,0.016648739495798322,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,476,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,414,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,667,0.0010728937728937725,0.0,0.9250612321630894,0.07155300915115155,0.0,0.0,0.002312864912864913,K_Scratch,K_Scratch
0,6,0,728,0.019884698634698637,0.0,0.9319184826611298,0.04519422130157423,0.0014000000000000002,0.0,0.0016025974025974026,K_Scratch,K_Scratch
0,6,0,574,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,471,0.0,0.0,0.9991212121212121,0.000696969696969697,0.0,0.0,0.00018181818181818183,K_Scratch,K_Scratch
0,6,0,421,0.01583585303585304,0.0004444444444444444,0.4030428208444464,0.42885867232183017,0.000819047619047619,0.00043956043956043956,0.15055960129481802,Other_Faults,K_Scratch
0,6,0,355,0.02973879976232917,0.012702377034729977,0.20915861622038112,0.5708682772679676,0.17119189752456004,0.0,0.0063400321900321886,Other_Faults,K_Scratch
0,6,0,448,0.021118746604272914,0.0,0.5215228509364732,0.2885033391702896,0.0004,0.0005538461538461539,0.16790121713511807,K_Scratch,K_Scratch
0,6,0,681,0.00015384615384615385,0.0,0.9431508086340902,0.05669534521206347,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,547,0.0,0.0,0.9980095238095238,0.0019904761904761905,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,491,0.007427849927849927,0.0,0.9658720834720832,0.013352411477411476,0.0,0.0,0.013347655122655126,K_Scratch,K_Scratch
0,6,0,619,0.0,0.0,0.9963079365079366,0.003692063492063492,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,583,0.0,0.0,0.9968095238095237,0.00319047619047619,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,557,0.0,0.0,0.9996,0.0004,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,410,0.001077056277056277,0.0,0.9980164502164504,0.0004484848484848485,0.0,0.0,0.000458008658008658,K_Scratch,K_Scratch
0,6,0,418,0.02263398268398268,0.0,0.8709587959512107,0.09509261097519611,0.0010121212121212122,0.0,0.010302489177489176,K_Scratch,K_Scratch
0,6,0,597,0.0008,0.0,0.9973428571428572,0.0018571428571428571,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,367,0.007396825396825397,0.0006190476190476191,0.958964063061122,0.02927201197495314,0.003748051948051948,0.0,0.0,K_Scratch,K_Scratch
0,6,0,415,0.0012,0.0,0.9915166666666666,0.0034166666666666664,0.0008,0.0,0.0030666666666666663,K_Scratch,K_Scratch
0,6,0,497,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,568,0.0,0.0,0.999,0.00075,0.0,0.0,0.00025,K_Scratch,K_Scratch
0,6,0,606,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,42,0.0858165413791575,0.010997372072372072,0.09548450107683858,0.29610930409459835,0.510905101889854,0.0,0.0006871794871794872,Pastry,Pastry
0,6,0,80,0.05325603171338463,0.12311127532598128,0.044079192702722106,0.5417246170238428,0.23518704174222757,0.00075,0.001891841491841492,Other_Faults,Pastry
0,6,0,4,0.04775409408101357,0.11335771581703473,0.001940079365079365,0.5705273341364518,0.2033231938340298,0.0,0.06309758276639083,Other_Faults,Pastry
0,6,0,154,0.16860607973897465,0.0,0.0,0.05286986624486622,0.39679164836711284,0.0,0.3817324056490464,Pastry,Pastry
0,6,0,81,0.16837053676457703,0.09490348866819463,0.03400387945387945,0.4242384617360623,0.27708641115506427,0.0013972222222222222,0.0,Other_Faults,Pastry
0,6,0,66,0.1163799052340849,0.03385020698255991,0.0007151515151515151,0.35585869448151053,0.49290886229951364,0.0,0.00028717948717948716,Pastry,Pastry
0,6,0,53,0.3643141366115825,0.005253654678654678,0.002757473898650369,0.28035628459349693,0.34661368831285366,0.0,0.0007047619047619046,Bumps,Pastry
0,6,0,70,0.22519497202144262,0.0036603896103896104,0.003052826585179526,0.6900226829156392,0.07089511791098482,0.0,0.0071740109563638976,Other_Faults,Pastry
0,6,0,60,0.386174433504232,0.0042794297206061906,0.0,0.3486555284069216,0.23896907128818903,0.0003076923076923077,0.021613844772358712,Bumps,Pastry
0,6,0,98,0.0767149518781872,0.01094962814962815,0.002918947718947719,0.38941777405600925,0.5120200102185397,0.0007922077922077922,0.007186480186480187,Pastry,Pastry
0,6,0,9,0.014901887001887004,0.014328654678654677,0.028323646322717527,0.348430585745524,0.585715700776692,0.0,0.008299525474525475,Pastry,Pastry
0,6,0,110,0.2031896143588094,0.04393474303474302,0.004073274764451235,0.3974993143068623,0.3161441393816546,0.0029074175824175823,0.032251496571061786,Other_Faults,Pastry
0,6,0,153,0.1873497197075372,0.0,0.0,0.044434854747935196,0.40139394916229293,0.0,0.36682147638223495,Pastry,Pastry
0,6,0,18,0.018241335212774837,0.007299633699633701,0.00407883032000679,0.2897386011563256,0.678991955138085,0.0,0.0016496444731738849,Pastry,Pastry
0,6,0,6,0.03917778610278609,0.021925837758732497,0.08022908007025652,0.3283912239291498,0.5094889786769816,0.0,0.02078709346209346,Pastry,Pastry
0,6,0,150,0.19529434171779386,0.0024200817298643384,0.0008606060606060606,0.32306639860266845,0.3543842580192426,0.0,0.1239743138698248,Pastry,Pastry
0,6,0,305,0.002870707070707071,0.0,0.0,0.030185112548270433,0.0053076923076923075,0.0,0.9616364880733301,Z_Scratch,Z_Scratch
0,6,0,226,0.007056060606060605,0.00025,0.0,0.030049614274614264,0.005862770562770563,0.0,0.9567815545565546,Z_Scratch,Z_Scratch
0,6,0,208,0.018596979482505792,0.0,0.0,0.0846328091585057,0.0008886554621848739,0.0,0.8958815558968034,Z_Scratch,Z_Scratch
0,6,0,284,0.011029589854589855,0.0,0.00065,0.05182855985603663,0.0061821428571428565,0.00013333333333333334,0.9301763740988974,Z_Scratch,Z_Scratch
0,6,0,240,0.07352311756011448,0.0,0.0,0.19974196168468614,0.0033734190645955354,0.0035901206636500755,0.7197713810269539,Z_Scratch,Z_Scratch
0,6,0,250,0.0013373737373737374,0.0,0.0,0.019643199774082132,0.0015666666666666667,0.0,0.9774527598218775,Z_Scratch,Z_Scratch
0,6,0,204,0.007617338217338218,0.0,0.0,0.026047904709669414,0.004653846153846153,0.0,0.9616809109191463,Z_Scratch,Z_Scratch
0,6,0,280,0.012264199689199687,0.0,0.00025,0.06070685655933332,0.021421098346098347,0.0,0.9053578454053689,Z_Scratch,Z_Scratch
0,6,0,276,0.0028,0.0,0.0,0.025877512683395037,0.0009,0.0,0.9704224873166051,Z_Scratch,Z_Scratch
0,6,0,185,0.011836941120455052,0.0004444444444444444,0.0,0.060915542352384444,0.00016666666666666666,0.0,0.9266364054160495,Z_Scratch,Z_Scratch
0,6,0,309,0.001331168831168831,0.0002857142857142857,0.0006666666666666666,0.044630588537709265,0.0008076923076923077,0.0,0.952278169371049,Z_Scratch,Z_Scratch
0,6,0,290,0.0004,0.0,0.0,0.002407142857142857,0.0,0.0,0.9971928571428571,Z_Scratch,Z_Scratch
0,6,0,282,0.0006666666666666666,0.0,0.0,0.003206371406371406,0.00285,0.0,0.9932769619269619,Z_Scratch,Z_Scratch
0,6,0,248,0.0004888888888888889,0.0,0.0,0.007053990453990453,0.0004,0.0,0.9920571206571207,Z_Scratch,Z_Scratch
0,6,0,334,0.04509357220866507,0.00040404040404040404,0.23358441378509026,0.3930686563373062,0.0,0.004526713929345508,0.32332260333555274,Other_Faults,Z_Scratch
0,6,0,242,0.0027333333333333333,0.0,0.0,0.019049950049950047,0.0004,0.0006666666666666666,0.97715004995005,Z_Scratch,Z_Scratch
0,6,0,295,0.001708080808080808,0.0,0.0,0.034854004767162654,0.0004,0.0,0.9630379144247566,Z_Scratch,Z_Scratch
0,6,0,299,0.0007636363636363637,0.0,0.0,0.019514951714951715,0.0002857142857142857,0.0,0.9794356976356977,Z_Scratch,Z_Scratch
0,6,0,322,0.0006857142857142857,0.0,0.0,0.07121529609021868,0.00075,0.0,0.9273489896240674,Z_Scratch,Z_Scratch
0,6,0,765,0.002907967032967033,0.0,0.06926380534670008,0.04352407036547903,0.0003333333333333333,0.8836374905881876,0.0003333333333333333,Stains,Stains
0,6,0,774,0.0,0.0,0.0007333333333333333,0.004987878787878788,0.0,0.9942787878787878,0.0,Stains,Stains
0,6,0,747,0.002317460317460317,0.0,0.03174530206635469,0.015560345356397987,0.00025,0.9501268922597873,0.0,Stains,Stains
0,6,0,801,0.005311399711399711,0.0,0.03575051936367725,0.010787808098334416,0.00025,0.9479002728265887,0.0,Stains,Stains
0,6,0,739,0.2131297789511009,0.004387229348327745,0.000981818181818182,0.7428995899715813,0.011182902228490464,0.0017835497835497836,0.02563513153513154,Other_Faults,Stains
0,6,0,792,0.0011666666666666665,0.0,0.0,0.0,0.0,0.9988333333333334,0.0,Stains,Stains
0,6,0,770,0.031071771065192114,0.001685897435897436,0.0208993863979158,0.2473600780626323,0.002077922077922078,0.6940893605448558,0.0028155844155844153,Stains,Stains
0,7,0,907,0.8453138900315369,0.0,0.0023726399331662493,0.1336245554411189,0.012174275724275728,0.0,0.006514638869902028,Bumps,Bumps
0,7,0,1205,0.7953545959028931,0.0005151515151515151,0.0014190476190476188,0.18071478308413308,0.0013049450549450546,0.0025055777555777555,0.018185899068252007,Bumps,Bumps
0,7,0,1074,0.5081620993557527,0.011456913021618904,0.007423809523809524,0.4219252471642562,0.007522183372183372,0.04125974756237914,0.00225,Bumps,Bumps
0,7,0,939,0.7959859886673353,0.0007936507936507937,0.0007666666666666666,0.12704280606734172,0.07249855014266772,0.0,0.002912337662337662,Bumps,Bumps
0,7,0,1173,0.7530722070670987,0.0,0.0014080897430742633,0.2428384760835999,0.002681227106227106,0.0,0.0,Bumps,Bumps
0,7,0,1247,0.6653951488827644,0.02897096237096237,0.004706962481962482,0.22897848385704436,0.02455754670166434,0.04574457535928122,0.0016463203463203465,Bumps,Bumps
0,7,0,1092,0.45498139467172,0.004464907924892445,0.002283882783882784,0.48683088200928715,0.02808052990181472,0.022358402708402707,0.0009999999999999998,Other_Faults,Bumps
0,7,0,932,0.890945723067782,0.0,0.0,0.05756658064158064,0.05066626771920887,0.00025,0.0005714285714285714,Bumps,Bumps
0,7,0,1153,0.7075215971936557,0.0021295454545454547,0.011315794173147114,0.2700150373156255,0.001499084249084249,0.0,0.007518941613941614,Bumps,Bumps
0,7,0,1087,0.1708467421639248,0.003031451881451881,0.13387576688017874,0.6302002700773601,0.05295765155896733,0.00746906981906982,0.0016190476190476191,Other_Faults,Bumps
0,7,0,1229,0.8276831581902792,0.0002583333333333333,0.0013769841269841267,0.14822766709554644,0.00225021645021645,0.004224575424575425,0.01597906537906538,Bumps,Bumps
0,7,0,1254,0.07649083412287754,0.0,0.0,0.03245627381734193,0.6147042581859147,0.0,0.27634863387386616,Pastry,Bumps
0,7,0,1218,0.8762794055617582,0.0,0.005980267771444241,0.10636313718960778,0.00979147519147519,0.0,0.0015857142857142858,Bumps,Bumps
0,7,0,980,0.457581426253485,0.025890918232094697,0.012222172272172274,0.4523333653704398,0.03865561493030533,0.01279150294150294,0.0005250000000000001,Bumps,Bumps
0,7,0,1263,0.40616668805910283,0.007778564409446762,0.0014740259740259737,0.4876355370120079,0.06397555169288914,0.00038995726495726497,0.03257967558757033,Other_Faults,Bumps
0,7,0,1259,0.5860050429790371,0.011585831815243575,0.001148962148962149,0.3388561158226024,0.061551666281774615,0.0,0.0008523809523809523,Bumps,Bumps
0,7,0,1001,0.3008143978484535,0.001551948051948052,0.005064033189033189,0.5002904480967949,0.19122922276382032,0.0007142857142857142,0.0003356643356643357,Other_Faults,Bumps
0,7,0,1134,0.1534112203156321,0.004216239316239316,0.11513479473742635,0.6775892617100818,0.0026965452847805787,0.01461573785691433,0.03233620077892523,Other_Faults,Bumps
0,7,0,869,0.1223599020432613,0.008180954013306953,0.004435664335664336,0.4848456061654205,0.3655116685687893,0.00018181818181818183,0.014484386691739633,Other_Faults,Bumps
0,7,0,1072,0.5076859958153304,0.0005714285714285714,0.0009833333333333332,0.41085380034482183,0.021605635008266587,0.01435100977453919,0.043948797152280124,Bumps,Bumps
0,7,0,884,0.12207589093053495,0.0,0.0018404761904761906,0.19173585148941197,0.007995670995670995,0.0027327264239028945,0.6736193839700033,Z_Scratch,Bumps
0,7,0,1138,0.17755098998009217,0.03780917905623787,0.007148100592218238,0.48700913182105127,0.2476830631185121,0.0008311688311688312,0.04196836660071953,Other_Faults,Bumps
0,7,0,1023,0.5376827717028787,0.0002,0.0008443869855634562,0.431586872430078,0.02745566585117668,0.0,0.0022303030303030304,Bumps,Bumps
0,7,0,1210,0.8091265892604126,0.004277239427239427,0.0,0.17624021534021533,0.0062380683042447755,0.0,0.004117887667887668,Bumps,Bumps
0,7,0,1149,0.7814826418679363,0.00043333333333333337,0.003716853408029879,0.2076027608012902,0.001963311688311688,0.0,0.0048010989010989005,Bumps,Bumps
0,7,0,1058,0.620011684780647,0.0014600732600732597,0.00013333333333333334,0.36106847868333913,0.013266509307685779,0.0004857142857142857,0.0035742063492063486,Bumps,Bumps
0,7,0,1083,0.1479171395340127,0.015898258312035403,0.1089545504976621,0.3007390272352349,0.41666312454315585,0.0004,0.009427899877899878,Pastry,Bumps
0,7,0,872,0.18819672576305713,0.014370824437000907,0.07847201862465022,0.6338675659222098,0.08258517294538964,0.0018410256410256412,0.0006666666666666666,Other_Faults,Bumps
0,7,0,1142,0.6042503217284949,0.0004734848484848485,0.004312627723154039,0.37774657085260804,0.0010116605616605615,0.0004,0.011805334285597444,Bumps,Bumps
0,7,0,1104,0.08377154482943955,0.020402719502719505,0.014773486317603963,0.794312115979995,0.008207570207570205,0.007591308691308692,0.0709412544713628,Other_Faults,Bumps
0,7,0,992,0.5893295042332966,0.010079480607112185,0.0007357142857142857,0.38028342663528414,0.018368198382285074,0.0,0.0012036758563074353,Bumps,Bumps
0,7,0,1209,0.8937183284036225,0.000957142857142857,0.00016666666666666666,0.10291262397732984,0.0,0.0,0.0022452380952380953,Bumps,Bumps
0,7,0,1211,0.8650790740305445,0.0005,0.0006561771561771563,0.12743041092894028,0.0029735930735930735,0.0002857142857142857,0.0030750305250305246,Bumps,Bumps
0,7,0,957,0.6722077047737262,0.0018484848484848486,0.00028708133971291867,0.31519377810012494,0.007946681096681096,0.0,0.0025162698412698413,Bumps,Bumps
0,7,0,1194,0.5578427251626945,0.0073596436243495095,0.002303174603174603,0.3627339953819826,0.0022936507936507935,0.0658824967086577,0.001584313725490196,Bumps,Bumps
0,7,0,1059,0.7837506165059571,0.0,0.00013333333333333334,0.2126448418368698,0.0,0.0,0.0034712083238399027,Bumps,Bumps
0,7,0,1111,0.2131542042597925,0.006698146298146297,0.006652750027750029,0.7422271377641965,0.005960808635808636,0.009561182118535062,0.015745770895770894,Other_Faults,Bumps
0,7,0,1201,0.5872450707471434,0.002335664335664336,0.0,0.3846245745198701,0.0013916666666666667,0.0,0.024403023730655303,Bumps,Bumps
0,7,0,969,0.06063924490542134,0.0010416666666666664,0.12387520845167903,0.7964279339941106,0.0011111111111111111,0.00018181818181818183,0.016723016689193158,Other_Faults,Bumps
0,7,0,1126,0.4360747771664182,0.008579446164430685,0.01563026777144424,0.47508256587753495,0.009503604548186594,0.012648982063687949,0.04248035640829757,Other_Faults,Bumps
0,7,0,1382,0.0629177376828911,0.0,0.5556949836111602,0.3259751094742145,0.004905283605283605,0.0,0.050506885626450816,K_Scratch,Other_Faults
0,7,0,1312,0.023398065530960264,0.07771363325357133,0.003784959278767328,0.7175501823683711,0.06163238338029359,0.0,0.11592077618803626,Other_Faults,Other_Faults
0,7,0,1929,0.19178032604650258,0.0004,0.1921369078461958,0.4625382321668697,0.00731299648064354,0.005473949579831933,0.14035758787995634,Other_Faults,Other_Faults
0,7,0,1338,0.08125515370422495,0.006044895747527325,0.01561779127305443,0.8108878249631347,0.07345112474384924,0.0,0.012743209568209566,Other_Faults,Other_Faults
0,7,0,1543,0.13339919541243084,0.024300008488243784,0.2983672401128284,0.45093879404908815,0.04796755091313916,0.0005454545454545454,0.04448175647881528,Other_Faults,Other_Faults
0,7,0,1535,0.43260777408865636,0.027700290232643168,0.018081735747912216,0.4053315486800781,0.10193916296122181,0.002116486291486291,0.012223001998001998,Bumps,Other_Faults
0,7,0,1279,0.2503798544734605,0.0028499830235124354,0.0036644389494234703,0.3565307688747889,0.38469320864706863,0.0,0.0018817460317460315,Pastry,Other_Faults
0,7,0,1526,0.04909054164789458,0.10222928631396125,0.03264944206120676,0.6847953566729112,0.018484284016636952,0.004634823999529881,0.1081162652878597,Other_Faults,Other_Faults
0,7,0,1429,0.27458635866197756,0.14534768646386298,0.0006176470588235294,0.2936522191001295,0.20791255558167315,0.00252020202020202,0.07536333111333114,Other_Faults,Other_Faults
0,7,0,1866,0.030547587697819893,0.009142718100612835,0.0009076923076923076,0.9491329598248333,0.010269042069042068,0.0,0.0,Other_Faults,Other_Faults
0,7,0,1501,0.02384519924519924,0.016951154401154397,0.009014929514929517,0.6323313701434443,0.31351027709820267,0.0,0.004347069597069598,Other_Faults,Other_Faults
0,7,0,1520,0.07653044357603184,0.0191068797215856,0.023900781897840725,0.32206021739698226,0.5547961218520042,0.0,0.0036055555555555554,Pastry,Other_Faults
0,7,0,1498,0.010446342546342548,0.0010666666666666667,0.005292807192807192,0.9421821547733312,0.03972948913831268,0.0,0.0012825396825396824,Other_Faults,Other_Faults
0,7,0,1731,0.05454141878073765,0.005422919237625119,0.026076857078250262,0.8997061242507062,0.008072050172050172,0.0013583333333333334,0.004822297147297147,Other_Faults,Other_Faults
0,7,0,1663,0.13535382829245066,0.08764316239316242,0.0015658966420576328,0.3940391495673229,0.35652166717871026,0.0014538461538461537,0.02342244977244977,Other_Faults,Other_Faults
0,7,0,1803,0.06014265784954637,0.0006190476190476191,0.0,0.8634149091878195,0.03182576773072129,0.014278764536117478,0.029718853076747813,Other_Faults,Other_Faults
0,7,0,1287,0.45572194491954543,0.02581728761434643,0.0037546398046398046,0.43574083777419703,0.05364444455613185,0.005373474238180121,0.01994737109295933,Bumps,Other_Faults
0,7,0,1770,0.09099348266972104,0.002634004884004884,0.020094250194250197,0.8494915814491668,0.003250224775224775,0.024605409296585768,0.008931046731046733,Other_Faults,Other_Faults
0,7,0,1611,0.6408053505232291,0.007432106782106782,0.0013523809523809526,0.31292929799818336,0.03224788283611814,0.0002857142857142857,0.004947266622266622,Bumps,Other_Faults
0,7,0,1760,0.012641885891885894,0.0009090909090909091,0.0,0.6678162809412813,0.011713553113553113,0.0,0.30691918914418914,Other_Faults,Other_Faults
0,7,0,1673,0.26144240229155086,0.35528271937041284,0.0022,0.24239334496772583,0.10900944434822159,0.0012803030303030303,0.028391785991785996,Dirtiness,Other_Faults
0,7,0,1397,0.11626730215948486,0.0025049450549450548,0.30291717155393627,0.5097738625581507,0.06715588839265309,0.0010047619047619048,0.00037606837606837606,Other_Faults,Other_Faults
0,7,0,1739,0.28583185137875533,0.00309042624042624,0.009442057942057942,0.5085645628107703,0.18673221273910137,0.0,0.006338888888888889,Other_Faults,Other_Faults
0,7,0,1892,0.21726522444703558,0.01817281019633961,0.0018364801864801865,0.7346481931810878,0.017620907034142323,0.0030817226890756306,0.007374662265838737,Other_Faults,Other_Faults
0,7,0,1702,0.0053864205969469114,0.011679792429792429,0.010198912198912198,0.9613535394430132,0.00905911310911311,0.0,0.002322222222222222,Other_Faults,Other_Faults
0,7,0,1291,0.01606057961646197,0.027920146150718906,0.02636379992556464,0.7004592889349923,0.22060341147948836,0.0,0.008592773892773893,Other_Faults,Other_Faults
0,7,0,1841,0.10106223041664217,0.005560805860805861,0.022264255189255188,0.8540091759547641,0.000738095238095238,0.01256457153957154,0.0038008658008658004,Other_Faults,Other_Faults
0,7,0,1761,0.11089643909581993,0.0,0.0012938964544227701,0.6686269864466456,0.0007936507936507937,0.000576068376068376,0.21781295883339247,Other_Faults,Other_Faults
0,7,0,1593,0.03930111081728728,0.006632634032634034,0.007895739348370926,0.9288596036746192,0.0072653687815452525,0.0026395604395604397,0.007405982905982904,Other_Faults,Other_Faults
0,7,0,1365,0.0319783809327927,0.0,0.3583090938473293,0.602624701932055,0.0024944444444444445,0.0019653846153846154,0.002627994227994228,Other_Faults,Other_Faults
0,7,0,1682,0.1776253596077125,0.010377799977799978,0.13326936805025047,0.621567272433449,0.0374963557684146,0.007051659451659452,0.012612184710714123,Other_Faults,Other_Faults
0,7,0,1307,0.12971402893632009,0.025167325682573353,0.0006000000000000001,0.3322712151883204,0.5122474301927863,0.0,0.0,Pastry,Other_Faults
0,7,0,1919,0.1435048470535313,0.0005555555555555556,0.026376095756668504,0.7782447767059225,0.0025397047397047396,0.010036011820996341,0.038743008367621366,Other_Faults,Other_Faults
0,7,0,1775,0.14181515430733696,0.0002,0.024461183261183253,0.817821123630411,0.0008564213564213563,0.011759384732914144,0.003086732711732712,Other_Faults,Other_Faults
0,7,0,1318,0.041651052499272305,0.002809018759018759,0.030868420468420466,0.912669654777627,0.006934385875562345,0.002305263157894737,0.002762204462204462,Other_Faults,Other_Faults
0,7,0,1743,0.029882320457320442,0.001,0.13824760239760242,0.8111476329226327,0.0010176767676767678,0.0009166666666666666,0.017788100788100787,Other_Faults,Other_Faults
0,7,0,1897,0.3030907298008522,0.0022305555555555555,0.0008944444444444445,0.6319678645317832,0.010189808230984702,0.0,0.051626597436380005,Other_Faults,Other_Faults
0,7,0,1855,0.12907961010998098,0.0013722222222222222,0.0033463609489925274,0.5342529071080725,0.3287159325777647,0.0,0.003232967032967033,Other_Faults,Other_Faults
0,7,0,1577,0.1580727408556357,0.011870437242496062,0.014309401297017394,0.5155427654430047,0.29821814722533857,0.0,0.0019865079365079365,Other_Faults,Other_Faults
0,7,0,1283,0.042682118191406104,0.013586080586080587,0.00592021867021867,0.3078130622215762,0.6273604250926232,0.0,0.0026380952380952376,Pastry,Other_Faults
0,7,0,1366,0.31563842877109116,0.023644411144411143,0.0013818181818181818,0.6182814378002458,0.01986569982305277,0.01500985485103132,0.0061783494283494285,Other_Faults,Other_Faults
0,7,0,1414,0.4291044709504461,0.02398485741984193,0.0020130718954248367,0.4478214607631793,0.09057756757346544,0.0007272727272727273,0.005771298670369879,Other_Faults,Other_Faults
0,7,0,1754,0.00395498361287835,0.0,0.000125,0.6543481004118004,0.009692571317571317,0.0,0.3318793446577501,Other_Faults,Other_Faults
0,7,0,1899,0.3077744688460161,0.008415191671074023,0.0003333333333333333,0.6390738994381582,0.011615889665889665,0.013909415257944664,0.0188778017875844,Other_Faults,Other_Faults
0,7,0,1320,0.02875355053443289,0.00317134662722898,0.04566048436427691,0.8922622680467107,0.017446822621822615,0.0015,0.011205527805527804,Other_Faults,Other_Faults
0,7,0,1937,0.05849104522928051,0.0,0.1812383325652676,0.7178095158367607,0.0016227824463118578,0.0016066239316239316,0.039231699990755715,Other_Faults,Other_Faults
0,7,0,1879,0.568271577831391,0.00041666666666666664,0.0,0.4148640393292263,0.0005576923076923078,0.0,0.01589002386502386,Bumps,Other_Faults
0,7,0,1647,0.31917246899127716,0.006963021412711815,0.005205311355311356,0.5840727912266609,0.03720652300915458,0.04464178876678875,0.002738095238095238,Other_Faults,Other_Faults
0,7,0,1601,0.5275588825089602,0.005491341991341992,0.0012674825174825177,0.31437923934510625,0.08105002166735917,0.0027715728715728715,0.06748145909817738,Bumps,Other_Faults
0,7,0,1394,0.08855728291316525,0.005559126984126984,0.029540690681867144,0.8490202470731878,0.0019325396825396824,0.015467673992673991,0.009922438672438673,Other_Faults,Other_Faults
0,7,0,1881,0.40428737042111634,0.012731435231435231,0.001062121212121212,0.5394048801387814,0.016621399678752622,0.01749199966699967,0.00840079365079365,Other_Faults,Other_Faults
0,7,0,1585,0.37263086731510753,0.014502988841224132,0.008033568882098293,0.2656540917679262,0.33482747309263317,0.0003333333333333333,0.004017676767676767,Bumps,Other_Faults
0,7,0,1510,0.12071979491097143,0.004204417804417805,0.007279807120983591,0.8416943393208098,0.017134396975573445,0.007022799422799421,0.0019444444444444444,Other_Faults,Other_Faults
0,7,0,1519,0.14065570391940377,0.007136159918512859,0.045434773705826326,0.33304136650243454,0.4721200911919181,0.0004,0.0012119047619047621,Pastry,Other_Faults
0,7,0,1309,0.44231774786960526,0.0023636363636363633,0.0004444444444444444,0.4145250181878665,0.02707210501916383,0.0010500000000000002,0.11222704811528338,Bumps,Other_Faults
0,7,0,1936,0.07304281199536618,0.0002,0.0231957854237266,0.8476952727784771,0.0002222222222222222,0.00331674599909894,0.05232716158110892,Other_Faults,Other_Faults
0,7,0,1858,0.10351384856973093,0.01767247168036642,0.005730303030303031,0.8627637455337915,0.008630555555555555,0.00033986928104575163,0.001349206349206349,Other_Faults,Other_Faults
0,7,0,1447,0.7761408379830042,0.0,0.007211400527576998,0.21165080681011167,0.0028494577318106725,0.0,0.0021474969474969473,Bumps,Other_Faults
0,7,0,1873,0.0856430278785542,0.02956822037611511,0.0005743589743589743,0.8690930827084854,0.01454988149105796,0.0005714285714285714,0.0,Other_Faults,Other_Faults
0,7,0,1920,0.08390545540630683,0.0011049019607843138,0.07768508589793416,0.6252466483035369,0.0006666666666666666,0.009090963568595147,0.20230027819617605,Other_Faults,Other_Faults
0,7,0,1902,0.12288995406897883,0.0036668788727612254,0.00036764705882352946,0.8499892288396158,0.006386075036075036,0.011896816745346154,0.0048033993783993785,Other_Faults,Other_Faults
0,7,0,1297,0.017848481051112634,0.0023777777777777777,0.004772316572316572,0.7412929304098038,0.2324949299754255,0.0,0.0012135642135642135,Other_Faults,Other_Faults
0,7,0,1938,0.11108928178804343,0.00015384615384615385,0.1736164248977717,0.4739039271272244,0.006655411255411255,0.002128748006379585,0.23245236077132378,Other_Faults,Other_Faults
0,7,0,1302,0.010730354612707552,0.003094264069264069,0.0009119769119769118,0.6443438146047279,0.3400624469441807,0.0,0.0008571428571428571,Other_Faults,Other_Faults
0,7,0,1618,0.4198107821057512,0.0013025641025641024,0.0008909774436090225,0.5603377352695467,0.00851401278460102,0.0,0.009143928293928294,Other_Faults,Other_Faults
0,7,0,1800,0.10597142314170184,0.0,0.00075,0.823659212811612,0.015331514151483192,0.013903620235973177,0.04038422965922965,Other_Faults,Other_Faults
0,7,0,1758,0.006937118145012882,0.0,0.00014285714285714284,0.6897221624608626,0.0007636363636363637,0.0005,0.30193422588763136,Other_Faults,Other_Faults
0,7,0,854,0.04389231324231325,0.9162963456134506,0.0013333333333333333,0.01571594136857295,0.021121914927178086,0.0,0.001640151515151515,Dirtiness,Dirtiness
0,7,0,858,0.12314344438671068,0.6498615456353071,0.010453582528582528,0.1479806958349527,0.04758095909938013,0.002476648841354724,0.01850312367371191,Dirtiness,Dirtiness
0,7,0,818,0.11217860360313923,0.4974432173347806,0.0008055555555555556,0.32456169027051407,0.04108833916341654,0.0,0.02392259407259407,Dirtiness,Dirtiness
0,7,0,836,0.5887724995592641,0.16008237399855046,0.0003076923076923077,0.2284613552134141,0.01874134476634477,0.0,0.0036347341547341545,Bumps,Dirtiness
0,7,0,859,0.08292861199687822,0.7989517400040622,0.0007694444444444443,0.07172236584365066,0.04420486852328957,0.0010896358543417367,0.0003333333333333333,Dirtiness,Dirtiness
0,7,0,826,0.17402114666379379,0.43961057161792455,0.025684810287751457,0.2692210493153218,0.02497636970872265,0.0075876498286715005,0.05889840257781435,Dirtiness,Dirtiness
0,7,0,635,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,649,0.0,0.0,0.996992857142857,0.0026738095238095236,0.0,0.0,0.0003333333333333333,K_Scratch,K_Scratch
0,7,0,548,0.0,0.0,0.9992051282051282,0.0003333333333333333,0.0,0.0,0.0004615384615384616,K_Scratch,K_Scratch
0,7,0,357,0.013216654424007367,0.0102896972308737,0.7974584804084804,0.16797602968926512,0.009432154120389415,0.0005714285714285714,0.0010555555555555557,K_Scratch,K_Scratch
0,7,0,429,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,570,0.00025,0.0,0.9346060547295841,0.06297646275293331,0.0,0.0,0.0021674825174825174,K_Scratch,K_Scratch
0,7,0,363,0.015467556299909242,0.0074549854514250795,0.8576453546453546,0.10077651268580064,0.01865559091751043,0.0,0.0,K_Scratch,K_Scratch
0,7,0,382,0.11389275592828224,0.002061111111111111,0.25915551698043954,0.6021524107213739,0.013518363988952222,0.005319047619047619,0.003900793650793651,Other_Faults,K_Scratch
0,7,0,463,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,537,0.0006222222222222223,0.0,0.9860863775113776,0.011583968808968809,0.0,0.0,0.0017074314574314574,K_Scratch,K_Scratch
0,7,0,482,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,605,0.023019517204501714,0.0,0.8832081704758953,0.049603411002482195,0.00035294117647058826,0.00221062271062271,0.04160533743002782,K_Scratch,K_Scratch
0,7,0,736,0.02703387723387723,0.0,0.8932833416583416,0.07453588356088356,0.0,0.0,0.005146897546897547,K_Scratch,K_Scratch
0,7,0,539,0.04912338543809132,0.019022066822066818,0.23681118505378507,0.6051467351391973,0.013179628378157789,0.0006666666666666668,0.07605033250203531,Other_Faults,K_Scratch
0,7,0,696,0.0004,0.0,0.9879297313797315,0.01167026862026862,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,532,0.0003333333333333333,0.0,0.9967999999999999,0.0028666666666666667,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,545,0.0008484848484848484,0.0,0.9719977189477191,0.02468542013542013,0.001606837606837607,0.0,0.0008615384615384615,K_Scratch,K_Scratch
0,7,0,529,0.0006666666666666666,0.0,0.9792698412698411,0.02006349206349206,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,715,0.0023714285714285716,0.0,0.9764411255411255,0.018282683982683984,0.0,0.0,0.002904761904761905,K_Scratch,K_Scratch
0,7,0,666,0.025383502402310444,0.003930905695611578,0.6939435037442783,0.1551969662260686,0.004197874021403434,0.00589441391941392,0.11145283399091448,K_Scratch,K_Scratch
0,7,0,366,0.0140524531024531,0.0,0.7985270951270954,0.17215311910311923,0.010873681873681873,0.0,0.004393650793650794,K_Scratch,K_Scratch
0,7,0,349,0.0014523809523809524,0.0,0.9501569561157799,0.04839066293183937,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,538,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,609,0.0,0.0,0.938458832507362,0.06000853346000401,0.0,0.0,0.0015326340326340328,K_Scratch,K_Scratch
0,7,0,640,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,423,0.0003333333333333333,0.0,0.9996666666666666,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,553,0.00018181818181818183,0.0,0.9859748251748253,0.01236643356643357,0.0006153846153846154,0.0,0.0008615384615384615,K_Scratch,K_Scratch
0,7,0,470,0.00014285714285714284,0.0,0.9993047619047619,0.0005523809523809524,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,504,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,565,0.0,0.0,0.9991785714285715,0.0,0.0,0.0,0.0008214285714285714,K_Scratch,K_Scratch
0,7,0,589,0.017420129337466794,0.002323762838468721,0.6733774461864247,0.1587833248279071,0.000506787330316742,0.00399299360769949,0.14359555587171688,K_Scratch,K_Scratch
0,7,0,546,0.0,0.0,0.9992051282051282,0.0003333333333333333,0.0,0.0,0.0004615384615384616,K_Scratch,K_Scratch
0,7,0,498,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,477,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,371,0.0037171679197994987,0.0,0.9000357975357975,0.09119666094139779,0.0015277777777777776,0.0032368815395131187,0.0002857142857142857,K_Scratch,K_Scratch
0,7,0,436,0.026907005567531887,0.0,0.6651779404204331,0.2277945151168063,0.0012969696969696968,0.0,0.07882356919825961,K_Scratch,K_Scratch
0,7,0,689,0.0004,0.0,0.9616072603866719,0.03799273961332784,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,716,0.0023714285714285716,0.0,0.9922387445887446,0.0030644300144300144,0.0,0.0,0.0023253968253968255,K_Scratch,K_Scratch
0,7,0,481,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,69,0.25867007462781455,0.0015428571428571427,0.005494511044511044,0.5123587903668397,0.21972753971175038,0.0,0.002206227106227106,Other_Faults,Pastry
0,7,0,91,0.05218355135576496,0.07230229544277536,0.00823611062140474,0.37786213134990226,0.4804651783115407,0.0002,0.008750732918612177,Pastry,Pastry
0,7,0,84,0.29848179239920714,0.00700449888948341,0.029264493839493838,0.5952936010154273,0.06254984185061582,0.0030936507936507934,0.0043121212121212124,Other_Faults,Pastry
0,7,0,100,0.19081109299197535,0.03749011315481904,0.010564979464979465,0.6136155840117913,0.13422740731061167,0.009245188145188144,0.004045634920634921,Other_Faults,Pastry
0,7,0,25,0.11939747133671302,0.008299675324675326,0.018538858802016694,0.36319421449723277,0.49007281034239253,0.0,0.0004969696969696969,Pastry,Pastry
0,7,0,156,0.07654070255509889,0.0005079365079365079,0.0,0.043218459344233316,0.6333654385088598,0.0,0.24636746308387192,Pastry,Pastry
0,7,0,102,0.06017135740076914,0.003477056277056277,0.024293957676310617,0.3949041199512563,0.513861423002522,0.00016666666666666666,0.003125419025419025,Pastry,Pastry
0,7,0,114,0.007303980986333928,0.019486878111568517,0.0029773001508295632,0.15121116851844407,0.8190206722328239,0.0,0.0,Pastry,Pastry
0,7,0,119,0.009313725163725164,0.018304583651642475,0.011266832840362251,0.11943350979086272,0.8387456342676936,0.0,0.002935714285714286,Pastry,Pastry
0,7,0,64,0.37306829058454455,0.003437323787323787,0.0,0.4999305592412405,0.1217157060861396,0.0004,0.0014481203007518796,Other_Faults,Pastry
0,7,0,129,0.03684512154512153,0.004466156066156066,0.00095,0.3661259665429169,0.5914309376639874,0.0,0.00018181818181818183,Pastry,Pastry
0,7,0,61,0.283515815024329,0.005846897546897547,0.0,0.5064262591897268,0.1817884712638583,0.0067213786213786205,0.01570117835380993,Other_Faults,Pastry
0,7,0,130,0.08129487803218455,0.02073448773448774,0.024951915482178632,0.14880826471430192,0.7108000814029455,0.0,0.013410372633902046,Pastry,Pastry
0,7,0,126,0.015561025086025089,0.006695666751549106,0.01772086704145527,0.12758460754931347,0.8292537065875305,0.0,0.003184126984126984,Pastry,Pastry
0,7,0,72,0.17438091891469534,0.22137892170608894,0.0,0.20946716389531714,0.39221722347812665,0.0,0.0025557720057720057,Pastry,Pastry
0,7,0,125,0.022443048618048606,0.009763891010949833,0.030315897827662523,0.37535187411039467,0.5374207374283937,0.0,0.024704551004551004,Pastry,Pastry
0,7,0,209,0.019747391497391506,0.0,0.00687878787878788,0.07264050014313173,0.01883031968031968,0.0,0.8819030008003692,Z_Scratch,Z_Scratch
0,7,0,173,0.005865079365079365,0.0007636363636363637,0.0,0.03280831668331667,0.008347252747252745,0.0007,0.951515714840715,Z_Scratch,Z_Scratch
0,7,0,216,0.0038952380952380953,0.0,0.0,0.03995901953223935,0.0015523809523809524,0.0,0.9545933614201417,Z_Scratch,Z_Scratch
0,7,0,169,0.004763984381631441,0.0012636363636363637,0.0,0.013879263220439692,0.0013388888888888888,0.0007,0.9780542271454034,Z_Scratch,Z_Scratch
0,7,0,198,0.13960678267381058,0.0,0.0,0.3115654516450183,0.0061874543756896706,0.004106332229861641,0.5385339790756204,Z_Scratch,Z_Scratch
0,7,0,294,0.002423605805958747,0.0,0.0,0.06203030417295121,0.0045056277056277055,0.0,0.9310404623154627,Z_Scratch,Z_Scratch
0,7,0,179,0.12078722494395873,0.0002666666666666667,0.0006333333333333333,0.18743462952596082,0.002634157509157509,0.005143715434891905,0.6831002725860312,Z_Scratch,Z_Scratch
0,7,0,223,0.0,0.0,0.0,0.0063556277056277055,0.0,0.0,0.9936443722943722,Z_Scratch,Z_Scratch
0,7,0,287,0.00014285714285714284,0.0,0.0,0.00958179222738046,0.0,0.0,0.9902753506297622,Z_Scratch,Z_Scratch
0,7,0,279,0.0,0.0,0.0,0.007097802197802198,0.00013333333333333334,0.0,0.9927688644688645,Z_Scratch,Z_Scratch
0,7,0,191,0.027929046770223235,0.0,0.00015384615384615385,0.06501783233106763,0.0008484848484848484,0.0010222222222222221,0.9050285676741557,Z_Scratch,Z_Scratch
0,7,0,344,0.27526699768240015,0.022104352836705775,0.0046766325178089875,0.6088150420099335,0.03361037573537574,0.0037803252303252296,0.051746273987450464,Other_Faults,Z_Scratch
0,7,0,180,0.0010476190476190474,0.0,0.0,0.014334683617036556,0.0,0.0,0.9846176973353443,Z_Scratch,Z_Scratch
0,7,0,262,0.00832857142857143,0.0,0.0,0.019755844155844155,0.0,0.0022727272727272726,0.969642857142857,Z_Scratch,Z_Scratch
0,7,0,325,0.0013348370927318296,0.0,0.0,0.05186049634919605,0.00013333333333333334,0.0,0.9466713332247387,Z_Scratch,Z_Scratch
0,7,0,278,0.014394588744588745,0.0,0.00014285714285714284,0.019441414141414138,0.0009636363636363637,0.0012714285714285714,0.9637860750360752,Z_Scratch,Z_Scratch
0,7,0,286,0.00672094017094017,0.0,0.000125,0.01619023476523477,0.009609237984237984,0.0,0.9673545870795868,Z_Scratch,Z_Scratch
0,7,0,164,0.0018699134199134197,0.0006666666666666666,0.0,0.032985754888386475,0.0023267399267399265,0.0,0.9621509250982937,Z_Scratch,Z_Scratch
0,7,0,214,0.0027491596638655456,0.0,0.0,0.05896210239708688,0.005827264239028945,0.0,0.9324614737000189,Z_Scratch,Z_Scratch
0,7,0,753,0.0,0.0,0.013925613275613277,0.0007272727272727273,0.0,0.9853471139971142,0.0,Stains,Stains
0,7,0,786,0.0006222222222222223,0.0,0.0016111111111111111,0.003584126984126984,0.0,0.9941825396825398,0.0,Stains,Stains
0,7,0,780,0.004634077034077034,0.0,0.03521925851925851,0.011152569652569654,0.0,0.9489940947940946,0.0,Stains,Stains
0,7,0,755,0.0003333333333333333,0.0,0.009981168831168832,0.0007272727272727273,0.0,0.9889582251082254,0.0,Stains,Stains
0,7,0,756,0.0003333333333333333,0.0,0.008703174603174605,0.006849999999999999,0.0,0.9841134920634924,0.0,Stains,Stains
0,7,0,778,0.0003333333333333333,0.0,0.007103174603174603,0.006849999999999999,0.0,0.9857134920634923,0.0,Stains,Stains
0,7,0,809,0.0044118548118548115,0.0,0.08233491508491511,0.01781764901764902,0.0,0.8951855810855807,0.00025,Stains,Stains
0,8,0,934,0.639261071444895,0.0044473248973248974,0.0019355339105339103,0.2809769981652335,0.07057322742616863,0.0011255411255411255,0.0016803030303030302,Bumps,Bumps
0,8,0,981,0.45895931147455926,0.003890627672980614,0.016032683982683982,0.48038195271876366,0.0354789228745111,0.00146989898989899,0.003786602286602286,Other_Faults,Bumps
0,8,0,1178,0.35489473315642056,0.014765265290265292,0.01112985976012292,0.5769387798218295,0.04029416139416139,0.0,0.001977200577200577,Other_Faults,Bumps
0,8,0,1078,0.5124670244530151,0.014062117414748991,0.002193650793650793,0.4228450288617477,0.031331409191084104,0.01602934071432523,0.0010714285714285715,Bumps,Bumps
0,8,0,1062,0.4652126229979171,0.0026581196581196586,0.0021843581255345966,0.39832072576546257,0.1279057862845788,0.0007151515151515151,0.0030032356532356534,Bumps,Bumps
0,8,0,1196,0.1805698598700921,0.0005303030303030302,0.03308778443778443,0.7601715395801306,0.023141747141747136,0.0007866447278211985,0.001712121212121212,Other_Faults,Bumps
0,8,0,1031,0.5858776117673175,0.008982245532245532,0.0011362637362637362,0.29698608824611916,0.10255841453867771,0.00039515151515151514,0.004064224664224664,Bumps,Bumps
0,8,0,895,0.7765199655925057,0.003489077589077589,0.0,0.179460926165338,0.036129164852213035,0.0010222222222222221,0.0033786435786435785,Bumps,Bumps
0,8,0,988,0.637486171551187,0.0015191769015298427,0.003960866910866911,0.33872984792984784,0.015962911065542647,0.0,0.002341025641025641,Bumps,Bumps
0,8,0,936,0.4618760362788226,0.006447397047397048,0.004028944911297853,0.2837378297571021,0.24290881161322347,0.0,0.0010009803921568628,Bumps,Bumps
0,8,0,960,0.8397411011846767,0.0010666666666666667,0.008770129870129869,0.146525673707098,0.0020547619047619047,0.0,0.0018416666666666666,Bumps,Bumps
0,8,0,1008,0.4345301031632404,0.003917309152835468,0.0020873737373737376,0.46089628771192903,0.0663743262843108,0.004120629370629371,0.0280739705796813,Other_Faults,Bumps
0,8,0,985,0.527254198965809,0.005175702075702076,0.000711111111111111,0.4568082682453422,0.0008888888888888888,0.00018181818181818183,0.00898001253132832,Bumps,Bumps
0,8,0,1017,0.6090827584953747,0.001133954933954934,0.016775485625485625,0.36392633650319417,0.007809494745021062,0.0,0.001271969696969697,Bumps,Bumps
0,8,0,1159,0.7742261087381832,0.0,0.0016095238095238094,0.2223689129068387,0.0,0.0,0.0017954545454545454,Bumps,Bumps
0,8,0,1043,0.16292500542113558,0.0076606577632893445,0.004751844354475933,0.7135098243088184,0.10681548618220452,0.002076190476190476,0.002260991493886231,Other_Faults,Bumps
0,8,0,880,0.6408710256118154,0.0020430402930402933,0.004968349134525605,0.2642156503455265,0.05155853059908788,0.013347483270083886,0.02299592074592074,Bumps,Bumps
0,8,0,1220,0.9150214640966191,0.0,0.0019411477411477409,0.08086276278760801,0.0005538461538461539,0.0,0.0016207792207792208,Bumps,Bumps
0,8,0,1030,0.5687476492662248,0.01269405871905872,0.0015871794871794868,0.36312182015324446,0.05084318736818737,0.0003333333333333333,0.002672771672771673,Bumps,Bumps
0,8,0,1129,0.668236678285595,0.00041666666666666664,0.015085473590736748,0.2846450854614943,0.02250789341377576,0.004691535915065327,0.004416666666666667,Bumps,Bumps
0,8,0,891,0.8194589478804643,0.0,0.0,0.10254254634254635,0.07749850577698872,0.0,0.0005,Bumps,Bumps
0,8,0,943,0.8563474520233808,0.0004,0.0,0.1060887958446782,0.036763752131940976,0.0,0.0004,Bumps,Bumps
0,8,0,1225,0.6969091838330227,0.013297866839043309,0.003036887089518669,0.2722238519650286,0.01118981573981574,0.0021146167557932263,0.001227777777777778,Bumps,Bumps
0,8,0,909,0.8127889799399088,0.003167216117216117,0.0004107142857142857,0.11432487088075327,0.06904155210974093,0.0,0.0002666666666666667,Bumps,Bumps
0,8,0,1246,0.6065989312545041,0.0056366085668717245,0.0038992431545063124,0.36104690302817244,0.011882708957708958,0.0025188034188034186,0.0084168016194332,Bumps,Bumps
0,8,0,974,0.14935142365374576,0.6427043877690941,0.0004,0.08524779334013087,0.11362807336282577,0.0033323911382734913,0.005335930735930736,Dirtiness,Bumps
0,8,0,896,0.7581097934969114,0.005205960705960705,0.0,0.15765733228834256,0.07658448926636095,0.0010606060606060605,0.0013818181818181818,Bumps,Bumps
0,8,0,967,0.7354680810331747,0.00626749896130701,0.004072294372294372,0.22534491659870923,0.00835861401240658,0.0175602039687179,0.0029283910533910535,Bumps,Bumps
0,8,0,1197,0.5454588997174139,0.001726984126984127,0.0023412698412698415,0.437548633598943,0.006988167388167389,0.002147156438332909,0.003788888888888889,Bumps,Bumps
0,8,0,1112,0.331349944065148,0.00313618326118326,0.049644249515534325,0.5337966057446539,0.0031205128205128206,0.004886312543665485,0.07406619204930213,Other_Faults,Bumps
0,8,0,1067,0.49608827833673075,0.0075896825396825395,0.008066666666666666,0.4761318090921801,0.006839754689754691,0.0014415584415584414,0.0038422502334267035,Bumps,Bumps
0,8,0,1075,0.654217918313197,0.0003356643356643357,0.01079596873714521,0.25289449600107505,0.06323969192142567,0.01557547121780868,0.0029407894736842104,Bumps,Bumps
0,8,0,1256,0.5381896113346584,0.0017333333333333335,0.009171950271950273,0.3877756913794838,0.03188040745803904,0.0010124542124542125,0.030236552010081418,Bumps,Bumps
0,8,0,1265,0.4687692432483388,0.009150020885547202,0.0008857142857142857,0.40037694686186104,0.059727394088539595,0.0036624458874458875,0.057428234742553624,Bumps,Bumps
0,8,0,1107,0.24054339320809912,0.006031640581640582,0.015224026463732344,0.6550304462479385,0.005081421356421357,0.043247859003741354,0.03484121313842675,Other_Faults,Bumps
0,8,0,1162,0.8590971464208307,0.00075,0.004310664335664335,0.13308663368794957,0.0006222222222222223,0.0,0.0021333333333333334,Bumps,Bumps
0,8,0,1056,0.7916588844420118,0.0005666666666666666,0.001761556743909685,0.19362481458170316,0.0014666666666666665,0.0,0.010921410899042479,Bumps,Bumps
0,8,0,1234,0.3939132840499716,0.033245057393586804,0.031163231213231214,0.49519075129376966,0.013689130477365773,0.004543623043623043,0.028254922528451933,Other_Faults,Bumps
0,8,0,929,0.9421605477855476,0.0,0.0011523809523809523,0.050668420468420475,0.004538095238095238,0.0,0.0014805555555555555,Bumps,Bumps
0,8,0,1200,0.42390417079480586,0.0032595366621682408,0.0011862745098039215,0.5646740060335259,0.0,0.0008318181818181818,0.006144193817878029,Other_Faults,Bumps
0,8,0,1751,0.00936992451992452,0.00175,0.0,0.14849067838765984,0.008277350427350429,0.0,0.8321120466650652,Z_Scratch,Other_Faults
0,8,0,1857,0.05270591042943984,0.0011888888888888889,0.0,0.9290465575703966,0.014608643111274695,0.002,0.00045,Other_Faults,Other_Faults
0,8,0,1642,0.30549044018417076,0.018087135740076917,0.026575194739900613,0.5155182476965758,0.03253357524828113,0.07440182840035783,0.02739357799063681,Other_Faults,Other_Faults
0,8,0,1542,0.1362281400801828,0.0452876283846872,0.126979306151365,0.6355033623698956,0.0156118778280543,0.01819003353028121,0.022199651655534006,Other_Faults,Other_Faults
0,8,0,1566,0.28611216454683946,0.029538546249072564,0.002027056277056277,0.5310624944285162,0.11972124088501807,0.010258516483516483,0.021279981129981126,Other_Faults,Other_Faults
0,8,0,1514,0.16930577572582228,0.10486908111668178,0.004213636363636364,0.31845920745323103,0.34439033989484613,0.0016888888888888886,0.05707307055689411,Pastry,Other_Faults
0,8,0,1463,0.4048975860225087,0.002446825396825397,0.07363601100481906,0.47124814606618004,0.035727247099305914,0.0010446311858076562,0.010999553224553225,Other_Faults,Other_Faults
0,8,0,1916,0.10621426547308896,0.0,0.03522295482295482,0.8301709623451886,0.0014841269841269842,0.006543202875555816,0.020364487499085017,Other_Faults,Other_Faults
0,8,0,1676,0.26514267552155896,0.0007999999999999999,0.07990615047670507,0.6062626595835777,0.013876809456453419,0.0,0.034011704961704955,Other_Faults,Other_Faults
0,8,0,1805,0.12100493257509011,0.0028253968253968255,0.0,0.8245970714124569,0.012666599654215752,0.016602576302266706,0.02230342323057359,Other_Faults,Other_Faults
0,8,0,1345,0.30571956491445285,0.006269261294261294,0.009046536796536797,0.36678201719654574,0.29573762508703205,0.002318875568875569,0.014126119142295607,Other_Faults,Other_Faults
0,8,0,1725,0.08398804290824416,0.04712557165057166,0.009623176659941364,0.5810415142133409,0.26824486502489614,0.0005174825174825175,0.009459347025523496,Other_Faults,Other_Faults
0,8,0,1555,0.10143453734088409,0.7670526134684033,0.004361638361638362,0.0749098198756868,0.03898385898587136,0.0002857142857142857,0.012971817681802203,Dirtiness,Other_Faults
0,8,0,1465,0.21438005700869472,0.0009424603174603175,0.08529281008808871,0.5610681383666213,0.13556877087137156,0.0016507936507936507,0.001096969696969697,Other_Faults,Other_Faults
0,8,0,1553,0.08727164368998735,0.7199898905703864,0.00115,0.11330361317389201,0.052517920641450055,0.0002857142857142857,0.025481217638570565,Dirtiness,Other_Faults
0,8,0,1710,0.0481600684661056,0.011486627751333633,0.04991077446804998,0.6979138527623053,0.15014922936540584,0.00025,0.04212944718680013,Other_Faults,Other_Faults
0,8,0,1370,0.14969728426887866,0.017304891187244126,0.001394174246805826,0.798633569234343,0.012162962201197497,0.011617941698824054,0.009189177162706574,Other_Faults,Other_Faults
0,8,0,1434,0.25001445384232446,0.0006468253968253967,0.0,0.6824943619205166,0.06684435884033406,0.0,0.0,Other_Faults,Other_Faults
0,8,0,1554,0.1328098432441312,0.7245537350162743,0.0,0.08184726727520855,0.04723189979095551,0.0002857142857142857,0.013271540387716857,Dirtiness,Other_Faults
0,8,0,1907,0.06326518415365165,0.003061507936507936,0.19526043898481982,0.5603441404227009,0.0018296037296037296,0.005317435832141715,0.17092168894057458,Other_Faults,Other_Faults
0,8,0,1406,0.41224671555654563,0.0008,0.008367393390922802,0.5310310434491547,0.04408682706182705,0.0,0.003468020541549953,Other_Faults,Other_Faults
0,8,0,1600,0.11901459145429744,0.014889452652610548,0.007089494569757726,0.8000692454346481,0.014792898441427848,0.002473659673659674,0.04167065777359894,Other_Faults,Other_Faults
0,8,0,1591,0.18193568379504915,0.07864080938841007,0.013186955175887064,0.2500962973816689,0.47534025425898485,0.0008,0.0,Pastry,Other_Faults
0,8,0,1415,0.42080940356027496,0.011091389656095539,0.0034321428571428576,0.4701960207640583,0.08939247173385689,0.0011428571428571427,0.0039357142857142854,Other_Faults,Other_Faults
0,8,0,1541,0.32005717156080926,0.0,0.05176465490993354,0.6066755023442328,0.01886585799821093,0.0,0.002636813186813187,Other_Faults,Other_Faults
0,8,0,1432,0.6339336824252456,0.00406038961038961,0.007340634365634366,0.34918317571661217,0.004907758907758907,0.0,0.0005743589743589743,Bumps,Other_Faults
0,8,0,1392,0.08009274306405822,0.0029049486461251166,0.22975009957362907,0.6445831987701662,0.0005818181818181818,0.020434432921739423,0.02165275884246472,Other_Faults,Other_Faults
0,8,0,1288,0.03137025001142648,0.0005666666666666666,0.06764756469021174,0.8904344774506538,0.0005454545454545454,0.0002222222222222222,0.009213364413364414,Other_Faults,Other_Faults
0,8,0,1678,0.5480017609841143,0.004100858292034763,0.0003888888888888888,0.420660560234399,0.012662639115270697,0.0007936507936507937,0.01339164169164169,Bumps,Other_Faults
0,8,0,1399,0.09458049050193018,0.0018964932126696833,0.2884202695996815,0.5942299479158613,0.008630713077771902,0.0004444444444444444,0.011797641247641249,Other_Faults,Other_Faults
0,8,0,1747,0.31677915020136416,0.010284691125867594,0.002149156399156399,0.6409296821427627,0.024607825507825507,0.002284530175706646,0.0029649644473173885,Other_Faults,Other_Faults
0,8,0,1461,0.5764535246857061,0.0016802721788015907,0.006564977506153976,0.3211534366965648,0.07501398613426477,0.008712090360619776,0.010421712437888905,Bumps,Other_Faults
0,8,0,1762,0.11106902620083735,0.16034313051929144,0.0342218919109786,0.5002668702298734,0.03583046687574551,0.0061057949360580925,0.1521628193272156,Other_Faults,Other_Faults
0,8,0,1459,0.24533096269056023,0.0051496475746475754,0.006887081339712918,0.6633979152168787,0.0687516112542428,0.0027144724556489265,0.0077683094683094695,Other_Faults,Other_Faults
0,8,0,1635,0.4514650976560419,0.0011856643356643354,0.012008576064458418,0.4989506030261447,0.03375355098118256,0.0,0.002636507936507936,Other_Faults,Other_Faults
0,8,0,1540,0.1971057936357776,0.03982566812272695,0.054884808492161444,0.6668990922935667,0.011065311322664266,0.0075615936694884076,0.022657732463614813,Other_Faults,Other_Faults
0,8,0,1451,0.5491896876257558,0.010023204573204573,0.002631758764111705,0.3929871385924017,0.03541173581320639,0.00018181818181818183,0.009574656449501652,Bumps,Other_Faults
0,8,0,1928,0.2300467071713977,0.0034690844243475826,0.10153667737491266,0.530267822385733,0.10813214586067535,0.0004444444444444444,0.02610311833848985,Other_Faults,Other_Faults
0,8,0,1692,0.06823354608927364,0.05634414812913261,0.01153126089596678,0.7363738332960473,0.04761014385511289,0.0008214285714285714,0.07908563916303853,Other_Faults,Other_Faults
0,8,0,1705,0.039574435798120006,0.008100952315658197,0.03741956600331213,0.8802472393963106,0.03382910577554541,0.00023529411764705883,0.0005934065934065934,Other_Faults,Other_Faults
0,8,0,1720,0.039135799494623015,0.0,0.06971909513774835,0.8831226242539709,0.0042510525422290125,0.0013714285714285714,0.0024,Other_Faults,Other_Faults
0,8,0,1834,0.029323332876274054,0.006492424242424242,0.01728917719707193,0.8946582312768074,0.0046009768009768,0.04264028651087473,0.004995571095571095,Other_Faults,Other_Faults
0,8,0,1416,0.2931562930077803,0.014673239505592446,0.0,0.5962170233962806,0.09280647439337708,0.002646969696969697,0.0005,Other_Faults,Other_Faults
0,8,0,1820,0.05865907861488356,0.01713491291989744,0.008152808302808305,0.5138514801246225,0.3919589242370977,0.0,0.010242795800690534,Other_Faults,Other_Faults
0,8,0,1768,0.13910698691573314,0.001208791208791209,0.017878554452083865,0.826774824410196,0.0022757242757242757,0.003694767977120918,0.00906035076035076,Other_Faults,Other_Faults
0,8,0,1654,0.2406142335820355,0.008958964075140545,0.02094869346339935,0.6232833136935302,0.05883448806954996,0.022463943246296178,0.02489636387004807,Other_Faults,Other_Faults
0,8,0,1792,0.3733952792735302,0.0018040790478870972,0.0001111111111111111,0.5071864553918733,0.108364915622733,0.0051935838671132795,0.003944575685752156,Other_Faults,Other_Faults
0,8,0,1749,0.09889098441977705,0.0004444444444444444,0.3484483033306562,0.5266264912418164,0.0033673826173826176,0.0008571428571428571,0.02136525108878049,Other_Faults,Other_Faults
0,8,0,1632,0.13050877040915745,0.010167793317793317,0.0005858585858585859,0.8177066148591696,0.03346360436948673,0.006163852813852814,0.0014035056446821152,Other_Faults,Other_Faults
0,8,0,1860,0.4451037700345751,0.00015384615384615385,0.02318821549107926,0.4836291724271598,0.045684691753035384,0.0,0.00224030414030414,Other_Faults,Other_Faults
0,8,0,1335,0.1642344619690596,0.005869974469974471,0.007056144672321143,0.6563209176616303,0.1638704548289689,0.0,0.0026480463980463973,Other_Faults,Other_Faults
0,8,0,1546,0.2882270572994257,0.025160037674743552,0.04710916469151762,0.6072694213852885,0.01325742035742036,0.0064286187668540625,0.012548279824750413,Other_Faults,Other_Faults
0,8,0,1626,0.5377526621383435,0.00040336134453781514,0.00023529411764705883,0.44121225121627594,0.017944050230814936,0.0,0.002452380952380952,Bumps,Other_Faults
0,8,0,1391,0.06466785045580642,0.0018761904761904762,0.2064625923096512,0.6829316864108362,0.0003356643356643357,0.011794015659263335,0.03193200035258859,Other_Faults,Other_Faults
0,8,0,1853,0.1907884943633565,0.0027145104895104893,0.005173969331322272,0.5854575493649796,0.21485302223837716,0.0,0.0010124542124542125,Other_Faults,Other_Faults
0,8,0,1609,0.46803958886830366,0.003746103896103896,0.0008238741650506356,0.29684044646444047,0.22968054216165693,0.0,0.0008694444444444445,Bumps,Other_Faults
0,8,0,1298,0.009219449667979078,0.0028145104895104887,0.0011301587301587302,0.6537607859890368,0.3313512855995053,0.0,0.0017238095238095235,Other_Faults,Other_Faults
0,8,0,1870,0.1798558849647085,0.014644883711060182,0.009492612942612944,0.7724604269999005,0.01489778423331055,0.0041221445221445215,0.004526262626262626,Other_Faults,Other_Faults
0,8,0,1374,0.37101844212718815,0.0068044695071010864,0.00033986928104575163,0.5161193221123561,0.038125845903322686,0.027710735463367022,0.03988131560561901,Other_Faults,Other_Faults
0,8,0,1393,0.15594377958343833,0.009417324505559798,0.03739517786135432,0.7634194878680644,0.0012936507936507934,0.02175889829125123,0.010771681096681095,Other_Faults,Other_Faults
0,8,0,1661,0.8104292346542347,0.00014285714285714284,0.0011714285714285715,0.1867067321567321,0.0006944444444444445,0.000125,0.0007303030303030303,Bumps,Other_Faults
0,8,0,1292,0.016366228216228216,0.00485,0.001656535947712418,0.8368982200032509,0.1379023241034851,0.0,0.0023266917293233084,Other_Faults,Other_Faults
0,8,0,1456,0.2707355815495136,0.00732277803895451,0.02284871970135128,0.6167929910646627,0.06772491665197547,0.0020459376571141277,0.012529075336428278,Other_Faults,Other_Faults
0,8,0,1771,0.09980452260158142,0.00025,0.014740223665223663,0.8459884100419708,0.0016969696969696968,0.014744762177966511,0.022775111816288288,Other_Faults,Other_Faults
0,8,0,1886,0.27999980630824306,0.0029119009645325435,0.01064546535336009,0.4079068426069976,0.2897000115897174,0.004,0.004835973177149647,Other_Faults,Other_Faults
0,8,0,1742,0.11365746882975986,0.000838095238095238,0.10605914330767274,0.7693082510712539,0.004457293523469992,0.0014404761904761904,0.00423927183927184,Other_Faults,Other_Faults
0,8,0,1787,0.07655768724739313,0.001598290598290598,0.006001128936423053,0.9050669988508231,0.005474884266060735,0.0017761904761904763,0.0035248196248196246,Other_Faults,Other_Faults
0,8,0,853,0.026128757353757356,0.8883594317447259,0.013464085914085914,0.05150701014671601,0.01093998223998224,0.00025,0.009350732600732601,Dirtiness,Dirtiness
0,8,0,842,0.01187532745032745,0.932568235239133,0.0007142857142857142,0.033113015415956584,0.01914101731601732,0.0,0.002588118864279855,Dirtiness,Dirtiness
0,8,0,865,0.3867730712442014,0.06714362634269753,0.002712301587301587,0.4534550005171986,0.04635798625179427,0.010868963607771658,0.03268905044903496,Other_Faults,Dirtiness
0,8,0,822,0.05711730475406944,0.6489574082178571,0.016942226194857773,0.2207862705320136,0.011516415120826887,0.0020714285714285713,0.04260894660894662,Dirtiness,Dirtiness
0,8,0,841,0.012208660783660783,0.9271722034931013,0.0015714285714285713,0.03408444398738516,0.022375144300144298,0.0,0.002588118864279855,Dirtiness,Dirtiness
0,8,0,820,0.061343701860574903,0.8485323904337841,0.0,0.0578588011231974,0.026180615462968387,0.0,0.006084491119475639,Dirtiness,Dirtiness
0,8,0,505,0.0,0.0,0.9971941391941391,0.0023663003663003663,0.0,0.0,0.00043956043956043956,K_Scratch,K_Scratch
0,8,0,508,0.0,0.0,0.9972820512820514,0.0025641025641025637,0.0,0.0,0.00015384615384615385,K_Scratch,K_Scratch
0,8,0,585,0.016163676029852497,0.0005222222222222221,0.8942180876313232,0.06678157724628316,0.0,0.0018214285714285715,0.020493008298890655,K_Scratch,K_Scratch
0,8,0,566,0.0003333333333333333,0.0,0.9964666666666667,0.0026999999999999997,0.0,0.0,0.0005,K_Scratch,K_Scratch
0,8,0,571,0.04111197851556917,0.003464502164502165,0.6075248058013538,0.308228353984748,0.0004,0.0077317218728983434,0.03153863766092869,K_Scratch,K_Scratch
0,8,0,503,0.0,0.0,0.998797619047619,0.0003333333333333333,0.0,0.0,0.0008690476190476191,K_Scratch,K_Scratch
0,8,0,488,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,385,0.13664550480479282,0.0003333333333333333,0.45666968591114865,0.3548548554143987,0.04994106498077084,0.001,0.0005555555555555556,K_Scratch,K_Scratch
0,8,0,426,0.0,0.0,0.9984419191919192,0.0015580808080808079,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,356,0.006684432234432233,0.0009166666666666665,0.7387002304884656,0.24476820662997162,0.006826984126984127,0.0016639194139194137,0.00043956043956043956,K_Scratch,K_Scratch
0,8,0,581,0.0,0.0,0.9895028138528138,0.010497186147186147,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,551,0.0020507936507936507,0.0,0.9812119047619048,0.015582539682539682,0.0,0.0,0.0011547619047619047,K_Scratch,K_Scratch
0,8,0,724,0.009311111111111112,0.0,0.955992857142857,0.020497619047619042,0.0002,0.0,0.0139984126984127,K_Scratch,K_Scratch
0,8,0,598,0.0,0.0,0.9993333333333334,0.0006666666666666666,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,624,0.0,0.0,0.99925,0.00075,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,439,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,660,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,453,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,708,0.0,0.0,0.993729945054945,0.005830494505494505,0.0,0.0,0.00043956043956043956,K_Scratch,K_Scratch
0,8,0,459,0.0,0.0,0.9992000000000001,0.0008,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,682,0.0,0.0,0.9861729548229549,0.013827045177045178,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,623,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,637,0.0,0.0,0.9930679653679654,0.006932034632034631,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,413,0.0,0.0,0.9987999999999999,0.0012000000000000001,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,693,0.0,0.0,0.948454122021769,0.051545877978230896,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,395,0.011027822177822178,0.0,0.9379040015540018,0.03326507936507937,0.0,0.0,0.017803096903096904,K_Scratch,K_Scratch
0,8,0,729,0.026281443556443556,0.0010909090909090907,0.8939244394494397,0.07589765234765233,0.0,0.0,0.0028055555555555555,K_Scratch,K_Scratch
0,8,0,580,0.0003333333333333333,0.0,0.9986666666666667,0.001,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,586,0.0,0.0,0.9992307692307693,0.0007692307692307692,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,621,0.007020542202895144,0.0,0.0942658171893467,0.05437458179075823,0.0002222222222222222,0.8438668365947782,0.00025,Stains,K_Scratch
0,8,0,632,0.014137367860897268,0.0010358585858585858,0.8320327430739194,0.09435533029062444,0.0003333333333333333,0.0041794019705784415,0.0539259648847884,K_Scratch,K_Scratch
0,8,0,430,0.0,0.0,0.9992000000000001,0.0008,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,631,0.0,0.0,0.9975333333333334,0.001966666666666667,0.0,0.0,0.0005,K_Scratch,K_Scratch
0,8,0,685,0.0,0.0,0.9911401875901876,0.00885981240981241,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,381,0.005047907647907648,0.0,0.9493552108022698,0.04326787722081838,0.002043290043290043,0.0,0.0002857142857142857,K_Scratch,K_Scratch
0,8,0,362,0.10968020916132377,0.010263167877873763,0.21071478140023028,0.3956399894910728,0.2652585731262202,0.0,0.008443278943278945,Other_Faults,K_Scratch
0,8,0,633,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,526,0.0015,0.0,0.9746658730158729,0.023259126984126976,0.0,0.0,0.000575,K_Scratch,K_Scratch
0,8,0,669,0.0,0.0,0.9794791708291708,0.02019582917082917,0.0,0.0,0.000325,K_Scratch,K_Scratch
0,8,0,19,0.039160649781934606,0.022709401709401705,0.004777720318896789,0.3025988652764505,0.6179683573959581,0.0002222222222222222,0.012562783295136236,Pastry,Pastry
0,8,0,118,0.05439714820782928,0.056166463764993166,0.001739350355526826,0.344193314382556,0.5422180090033806,0.0,0.0012857142857142856,Pastry,Pastry
0,8,0,96,0.09730156669096307,0.011539032046384987,0.003004539904539904,0.37070886866831126,0.5134329327105641,0.0,0.004013059979236449,Pastry,Pastry
0,8,0,30,0.1690128633750151,0.11117061026348955,0.014449087840264312,0.2910335691570211,0.41342895483429554,0.0,0.0009049145299145299,Pastry,Pastry
0,8,0,105,0.25072838280570486,0.0035501443001443003,0.021619531079515593,0.6457134007976885,0.06950675891016447,0.0016256854256854257,0.007256096681096682,Other_Faults,Pastry
0,8,0,134,0.22880616786034755,0.027983685432214845,0.0012207792207792208,0.31960681147198183,0.420608197040318,0.0,0.0017743589743589741,Pastry,Pastry
0,8,0,37,0.11825009194451927,0.019607508951316993,0.02137737168232524,0.6681194431041952,0.15345632553720787,0.0025303030303030303,0.016658955750132227,Other_Faults,Pastry
0,8,0,31,0.08124929463381479,0.006937398059456883,0.026295276249378406,0.19073455432596323,0.6947834767313866,0.0,0.0,Pastry,Pastry
0,8,0,10,0.03209972772325712,0.007974675324675327,0.002164163614163614,0.13445282164515915,0.8220514688356019,0.0,0.001257142857142857,Pastry,Pastry
0,8,0,14,0.04875965864201159,0.01271298276886512,0.012313111888111886,0.36875539234587207,0.5539824474287326,0.0,0.003476406926406926,Pastry,Pastry
0,8,0,78,0.10054135472370772,0.033769240236887293,0.07226981335657805,0.2536416723283596,0.533065604218623,0.0,0.0067123151358445465,Pastry,Pastry
0,8,0,62,0.4505006031120579,0.00572622912003717,0.0,0.4771299539040254,0.06369361183192454,0.0010954248366013073,0.0018541771953536656,Other_Faults,Pastry
0,8,0,121,0.028448386056667784,0.007754473304473305,0.001815967365967366,0.288345886423518,0.670820135334222,0.0,0.0028151515151515153,Pastry,Pastry
0,8,0,5,0.09419574167662402,0.02444645011850894,0.034907182196888084,0.3448542563215937,0.5001444089020711,0.0,0.0014519607843137255,Pastry,Pastry
0,8,0,57,0.19444112985397813,0.00844928580191738,0.0008228438228438229,0.5844241381597419,0.20802791511893687,0.0008690476190476191,0.0029656396235343604,Other_Faults,Pastry
0,8,0,12,0.025243188184364655,0.010615986464515876,0.010415811965811967,0.22800309373289251,0.725568073498569,0.0,0.00015384615384615385,Pastry,Pastry
0,8,0,219,0.05350342957695898,0.0,0.0,0.0330453291806233,0.06746956797072896,0.0,0.845981673271689,Z_Scratch,Z_Scratch
0,8,0,232,0.002781118881118881,0.0,0.0,0.026733250572956453,0.0007,0.0024302413273001506,0.9673553892186245,Z_Scratch,Z_Scratch
0,8,0,167,0.003742857142857143,0.0,0.0,0.004582306255835667,0.0006857142857142857,0.0,0.990989122315593,Z_Scratch,Z_Scratch
0,8,0,166,0.013239421362950775,0.0,0.0002222222222222222,0.03392520619215666,0.012879352956984535,0.0,0.9397337972656857,Z_Scratch,Z_Scratch
0,8,0,172,0.006874789915966386,0.0,0.0,0.03492815534139063,0.0006190476190476191,0.0,0.9575780071235952,Z_Scratch,Z_Scratch
0,8,0,283,0.00015384615384615385,0.0,0.0,0.00742875457875458,0.0005,0.0,0.9919173992673992,Z_Scratch,Z_Scratch
0,8,0,347,0.15431303188555526,0.05381007603507604,0.003899422799422799,0.3871606837263187,0.19700410763986617,0.0010031968031968034,0.20280948111056474,Other_Faults,Z_Scratch
0,8,0,229,0.0,0.0,0.0,0.0055547619047619035,0.0,0.0,0.9944452380952381,Z_Scratch,Z_Scratch
0,8,0,247,0.021189896378131675,0.0,0.0,0.08945175902528843,0.03746169549404843,0.0,0.8518966491025313,Z_Scratch,Z_Scratch
0,8,0,163,0.011405383505383504,0.0,0.0,0.04759932429111994,0.0077952564978880775,0.0014,0.9318000357056084,Z_Scratch,Z_Scratch
0,8,0,158,0.2460408301107219,0.00688023088023088,0.0,0.7368717378768463,0.00794534632034632,0.000419047619047619,0.0018428071928071929,Other_Faults,Z_Scratch
0,8,0,178,0.003687851037851037,0.0,0.0,0.01118966588966589,0.0026038461538461536,0.0,0.9825186369186368,Z_Scratch,Z_Scratch
0,8,0,181,0.019451286948345765,0.0,0.0,0.0625701411333764,0.005855149752208576,0.0,0.912123422166069,Z_Scratch,Z_Scratch
0,8,0,205,0.005975457875457876,0.0,0.0,0.015593408053934374,0.004118253968253968,0.0005,0.9738128801023538,Z_Scratch,Z_Scratch
0,8,0,237,0.004576862026862027,0.0005714285714285714,0.0,0.04425571324100735,0.0028980571715865834,0.0,0.9476979389891153,Z_Scratch,Z_Scratch
0,8,0,253,0.21742277638941732,0.0003333333333333333,0.00025,0.4210650524827767,0.0017738095238095239,0.003563869463869464,0.35559115880679365,Other_Faults,Z_Scratch
0,8,0,246,0.07309453879453881,0.0,0.00065,0.14865431176150992,0.0008571428571428571,0.0028492673992673995,0.773894739187541,Z_Scratch,Z_Scratch
0,8,0,269,0.11351673326673327,0.0,0.023992987567987567,0.34854546081713256,0.0,0.0013166666666666667,0.5126281516814797,Z_Scratch,Z_Scratch
0,8,0,312,0.10224546983803957,0.0,0.0004,0.09065347904589394,0.4061397054613774,0.001,0.39956134565468915,Pastry,Z_Scratch
0,8,0,795,0.006423160173160173,0.0015,0.0011333333333333332,0.019503860028860034,0.0,0.9714396464646465,0.0,Stains,Stains
0,8,0,788,0.005702555777555777,0.0,0.047853912427441817,0.03777015566133211,0.0002222222222222222,0.9082011539114486,0.00025,Stains,Stains
0,8,0,746,0.005223095205448146,0.0,0.006608441231970644,0.012631288972465446,0.0,0.9755371745901157,0.0,Stains,Stains
0,8,0,754,0.6777292924481786,0.00480853211116369,0.006014111705288176,0.2482467068964748,0.03024249059334198,0.029530294816982116,0.0034285714285714284,Bumps,Stains
0,8,0,772,0.35900329769130085,0.006186211741474899,0.01674708706326353,0.5743080551801145,0.006005988455988456,0.02339606341371047,0.01435329645414785,Other_Faults,Stains
0,8,0,810,0.0,0.0,0.018467027417027413,0.010184271284271285,0.0,0.9713487012987014,0.0,Stains,Stains
0,8,0,797,0.003580620196796668,0.0,0.006832611506140919,0.010038657257774907,0.0,0.9795481110392877,0.0,Stains,Stains
0,9,0,1106,0.1343254129629214,0.196530989939302,0.01640242143477438,0.49363331357623985,0.06724158401498892,0.0017472527472527472,0.0901190253245207,Other_Faults,Bumps
0,9,0,1070,0.7046304794019191,0.0005751633986928104,0.0002222222222222222,0.2187677005227316,0.02959549323225793,0.003021256521256521,0.043187684700919986,Bumps,Bumps
0,9,0,1132,0.5812395364439483,0.0006153846153846154,0.06934776759188521,0.27439174245946685,0.050341556267949436,0.022544965002317938,0.001519047619047619,Bumps,Bumps
0,9,0,979,0.5560372456920445,0.012835541092894033,0.022702020202020192,0.3193944736635915,0.05786735479003278,0.03016336455941718,0.001,Bumps,Bumps
0,9,0,1179,0.7973094170535349,0.0013504273504273505,0.0034159598571363277,0.19625539232009825,0.0012021367521367523,0.0,0.00046666666666666666,Bumps,Bumps
0,9,0,1198,0.7863036541975394,0.00014285714285714284,0.008743585009761481,0.20113467887461703,0.0010666666666666667,0.0,0.0026085581085581082,Bumps,Bumps
0,9,0,1131,0.6221719599028422,0.0009707070707070707,0.0183714812964813,0.28309590708569016,0.05775951396384831,0.015456404706404706,0.002174025974025974,Bumps,Bumps
0,9,0,1033,0.7192977080453085,0.011525047175047175,0.0,0.24894090889330828,0.018620318570318567,0.0,0.001616017316017316,Bumps,Bumps
0,9,0,1257,0.28362014019692056,0.004267099567099567,0.0002843137254901961,0.30445249427215365,0.3810446009099261,0.0019929781003310415,0.024338373228079108,Pastry,Bumps
0,9,0,1093,0.436923730139829,0.008321878121878122,0.01940408039672745,0.49713636515703097,0.024555134734546496,0.003235614385614386,0.010423197064373536,Other_Faults,Bumps
0,9,0,1051,0.6416302220225596,0.0028546398046398044,0.0059206238206238205,0.3438755888332512,0.0021221001221001226,0.0,0.003596825396825397,Bumps,Bumps
0,9,0,1050,0.5435848015387795,0.0017555555555555553,0.0,0.4425575942722866,0.009268955880720587,0.0,0.00283309275265797,Bumps,Bumps
0,9,0,925,0.9100981684981689,0.0019735653235653234,0.0004857142857142857,0.07406065323565322,0.011581898656898659,0.0,0.0017999999999999997,Bumps,Bumps
0,9,0,874,0.17981129867724296,0.019197562396324006,0.03328477224529854,0.510481623794163,0.2410522323909321,0.0012023809523809524,0.014970129543658955,Other_Faults,Bumps
0,9,0,894,0.8773849976047349,0.001226262626262626,0.0005454545454545454,0.08884305767332082,0.029541353091353084,0.0014095238095238093,0.0010493506493506493,Bumps,Bumps
0,9,0,1122,0.05711816451522335,0.15204762982115916,0.009079184704184704,0.14734693362193355,0.6229210505181092,0.0,0.011487036819389762,Pastry,Bumps
0,9,0,916,0.7497357474225125,0.004947186147186146,0.012253923200982026,0.1640174173865352,0.06762148341854222,0.0,0.001424242424242424,Bumps,Bumps
0,9,0,1137,0.35058294190292444,0.004934415584415585,0.01794933775374952,0.43839172504818297,0.1672332279175933,0.011528084837867447,0.009380266955266956,Other_Faults,Bumps
0,9,0,917,0.5636682165186042,0.004567332667332668,0.0008555555555555555,0.3306845891896204,0.09792660026591918,0.0003333333333333333,0.001964372469635627,Bumps,Bumps
0,9,0,1032,0.717190522669625,0.011494425019425016,0.0005299145299145299,0.23146937527556746,0.03756799083269671,0.0,0.0017477716727716728,Bumps,Bumps
0,9,0,1035,0.05349796412737589,0.004737373737373738,0.0006705882352941177,0.8980527064438829,0.01605767924885572,0.020254034854034857,0.006729653353182766,Other_Faults,Bumps
0,9,0,962,0.6637439441707246,0.0031175324675324673,0.001987681436210848,0.3240990956326097,0.005980852480852482,0.0,0.0010708938120702826,Bumps,Bumps
0,9,0,968,0.29717085540018995,0.2617120213120214,0.021832041642567954,0.2999639885999792,0.09674979934066626,0.002972893772893773,0.01959839993168166,Other_Faults,Bumps
0,9,0,954,0.3932405550503846,0.0022285714285714283,0.002796248196248196,0.5696729612578684,0.028054865310128463,0.0,0.004006798756798757,Other_Faults,Bumps
0,9,0,1214,0.8548216908908084,0.005739826839826839,0.0015754689754689756,0.11810432100579162,0.0030229192376251194,0.002955760905760906,0.013780012144718025,Bumps,Bumps
0,9,0,999,0.24418129761535332,0.01504855389708331,0.0,0.6608337171084848,0.04170772707684472,0.0004222222222222222,0.037806482080011486,Other_Faults,Bumps
0,9,0,946,0.8822267804950467,0.0007818181818181817,0.0,0.08548966874199072,0.031216018295430054,0.0,0.0002857142857142857,Bumps,Bumps
0,9,0,1117,0.30543078606120416,0.00042857142857142855,0.007277361527361528,0.633196015207703,0.0013798340548340545,0.02675302825829141,0.025534403462035043,Other_Faults,Bumps
0,9,0,998,0.3573108239541675,0.007804950604950605,0.0006000000000000001,0.571212149314394,0.05748454976396153,0.0,0.005587526362526363,Other_Faults,Bumps
0,9,0,1108,0.23385288488302353,0.006526923076923077,0.009291232680363115,0.6773131458877791,0.04153901282158112,0.02252493617493617,0.008951864475393888,Other_Faults,Bumps
0,9,0,1157,0.7054209015270938,0.0019772727272727273,0.012714777620040783,0.27631591370445857,0.0006837606837606838,0.0,0.002887373737373738,Bumps,Bumps
0,9,0,995,0.3317493889224998,0.14456520927816605,0.0027238095238095233,0.4281438390749558,0.07919839271667452,0.0069009268509268515,0.00671843363296789,Other_Faults,Bumps
0,9,0,1177,0.8974817488067488,0.0004107142857142857,0.00015384615384615385,0.10162035742035741,0.0,0.0,0.0003333333333333333,Bumps,Bumps
0,9,0,1182,0.8239494105567635,0.0010416666666666664,0.0004761904761904762,0.172333698001345,0.0,0.0,0.002199034299034299,Bumps,Bumps
0,9,0,1020,0.7551154610095788,0.0013689976689976692,0.0,0.24018419211507452,0.0017619047619047618,0.0,0.0015694444444444445,Bumps,Bumps
0,9,0,1128,0.688971965932842,0.004348161982944592,0.04472421097844437,0.20311503511669088,0.01447503651319441,0.04346948557977968,0.000896103896103896,Bumps,Bumps
0,9,0,1042,0.47225250214182096,0.0003068181818181818,0.0,0.35765633422305265,0.1632139439593776,0.0,0.006570401493930905,Bumps,Bumps
0,9,0,1121,0.09285523415353146,0.01318288933288933,0.002885930735930736,0.25755672724248574,0.6223798570796251,0.0,0.011139361455537924,Pastry,Bumps
0,9,0,1094,0.5117147139066646,0.009946867021867024,0.01610425305688464,0.40627188434200806,0.03661895049395049,0.005541566766566766,0.013801764412058527,Bumps,Bumps
0,9,0,1004,0.1264403454216922,0.029163621251469547,0.00155,0.7723926250564022,0.019922139788316254,0.006752342102342102,0.04377892637977776,Other_Faults,Bumps
0,9,0,1484,0.018587217108656733,0.0018888888888888887,0.00863124098124098,0.9257872512334587,0.03826889858507505,0.0,0.006836503202679673,Other_Faults,Other_Faults
0,9,0,1400,0.27679205315257294,0.0034588023088023088,0.04307015693135626,0.6426629812280273,0.004842118665648077,0.018676498991204868,0.010497388722388723,Other_Faults,Other_Faults
0,9,0,1752,0.0071768231768231765,0.0,0.0,0.701443684093684,0.0,0.0,0.2913794927294927,Other_Faults,Other_Faults
0,9,0,1668,0.09765699176984009,0.0,0.33062651515151503,0.5286229358189111,0.0036500000000000005,0.0,0.03944355725973372,Other_Faults,Other_Faults
0,9,0,1326,0.03694894692510791,0.0011238095238095239,0.058037518037518034,0.8849836965751826,0.0,0.0035023215346744766,0.015403707403707403,Other_Faults,Other_Faults
0,9,0,1767,0.17511091258242967,0.0022697191697191696,0.009051744454376034,0.7981378106327799,0.0018240375637434462,0.008403552003552006,0.005202223593400063,Other_Faults,Other_Faults
0,9,0,1339,0.054108402708402704,0.004751556776556776,0.02493333055833055,0.8743598124098122,0.02743943833943834,0.0,0.014407459207459207,Other_Faults,Other_Faults
0,9,0,1439,0.20615564094488253,0.0044018981018981015,0.0,0.4190301730089655,0.36976293729490306,0.0,0.0006493506493506494,Other_Faults,Other_Faults
0,9,0,1660,0.40156728725351026,0.052292475498357846,0.030048515047044463,0.3912550131670875,0.11358556769168227,0.0067752691752691755,0.0044758721670486385,Bumps,Other_Faults
0,9,0,1342,0.4231952879216477,0.006595660711837182,0.005982027123203592,0.46480941049311253,0.0808364652031835,0.0050833399830303855,0.013497808563985036,Other_Faults,Other_Faults
0,9,0,1420,0.46079668760480785,0.00614803693038987,0.06474303523983829,0.36429552932148856,0.03376505487976076,0.04138208311296546,0.02886957291074938,Bumps,Other_Faults
0,9,0,1893,0.2295640550625845,0.011808633523339405,0.0027636363636363635,0.7287981873561594,0.007824566077197656,0.0022038461538461535,0.017037075463236455,Other_Faults,Other_Faults
0,9,0,1574,0.08200673838545357,0.017986943775179072,0.004915977443609022,0.837036960425196,0.05415143191861458,0.002127272727272727,0.0017746753246753247,Other_Faults,Other_Faults
0,9,0,1575,0.03950505785064609,0.009408594346829639,0.0026197736474052264,0.8217602741427821,0.12256941099835847,0.0008636363636363636,0.003273252650342434,Other_Faults,Other_Faults
0,9,0,1736,0.07954197202865934,0.0005650793650793651,0.12367516226463604,0.7358725980503844,0.048858710879763484,0.0023095959595959598,0.009176881451881452,Other_Faults,Other_Faults
0,9,0,1667,0.6388763566412947,0.001995798319327731,0.0004,0.31927625284072636,0.02466821120056413,0.00206998556998557,0.012713395428101308,Bumps,Other_Faults
0,9,0,1776,0.1432205312661196,0.0005714285714285714,0.018322663447663447,0.8208638704432826,0.0018888888888888887,0.009342141192141194,0.00579047619047619,Other_Faults,Other_Faults
0,9,0,1939,0.03664414050002287,0.0,0.38494105640661386,0.44234878200574806,0.0007636363636363637,0.000481283422459893,0.13482110130151925,Other_Faults,Other_Faults
0,9,0,1464,0.8401302605547188,0.0005288461538461538,0.005852796876326288,0.15232359425060674,0.0009826839826839826,0.0,0.00018181818181818183,Bumps,Other_Faults
0,9,0,1495,0.011222446997446995,0.003376573426573426,0.003111471861471861,0.8871281357531359,0.0765896658896659,0.0,0.018571706071706072,Other_Faults,Other_Faults
0,9,0,1679,0.1769083498802539,0.0039787101787101785,0.01704632459044223,0.7845468343146362,0.005537179487179488,0.0075800735212499925,0.004402528027528028,Other_Faults,Other_Faults
0,9,0,1837,0.0544207086686963,0.016371639145168558,0.010974329265505735,0.8812088403426637,0.006813570777347866,0.0028562271062271063,0.027354684694390573,Other_Faults,Other_Faults
0,9,0,1398,0.04618973689708983,0.004322680097680098,0.1339104756354757,0.7643032167179221,0.04753168285962403,0.0,0.003742207792207792,Other_Faults,Other_Faults
0,9,0,1596,0.07906270251039399,0.12431833525951183,0.002036507936507936,0.6298130717269602,0.08026472510118021,0.0003726708074534161,0.08413198665799285,Other_Faults,Other_Faults
0,9,0,1810,0.08973533119958822,0.011904571627203207,0.010867044067044066,0.7664917001316538,0.024028447371342108,0.08757760850260846,0.009395297100560258,Other_Faults,Other_Faults
0,9,0,1348,0.07157057552011112,0.006741999666999667,0.003381840381840382,0.30938305439830216,0.6083352284454452,0.0,0.0005873015873015872,Pastry,Other_Faults
0,9,0,1868,0.13027383908362167,0.015323212898212897,0.007346103896103896,0.8338821243973417,0.009707187257187257,0.001984199134199134,0.0014833333333333335,Other_Faults,Other_Faults
0,9,0,1804,0.2842695936244699,0.0004761904761904762,0.0,0.5707000921936684,0.1244758749162774,0.008098782589959058,0.01197946619943524,Other_Faults,Other_Faults
0,9,0,1724,0.08156658554723571,0.0006410256410256409,0.1137750190727745,0.7675266423720756,0.026901327877488865,0.0033815739815739815,0.006207825507825508,Other_Faults,Other_Faults
0,9,0,1614,0.49889344713593964,0.010318008625361568,0.0015437229437229435,0.46166432123947576,0.002660714285714286,0.0,0.02491978576978577,Bumps,Other_Faults
0,9,0,1437,0.17836053857563144,0.010347113997113999,0.0,0.759772282731029,0.004418470418470419,0.0007261904761904762,0.046375403801564775,Other_Faults,Other_Faults
0,9,0,1625,0.5042022577096106,0.002559732664995823,0.00043956043956043956,0.48366963837675936,0.0012728937728937728,0.0005,0.007355917036180194,Bumps,Other_Faults
0,9,0,1910,0.026888640891272467,0.0022666666666666664,0.022239289142230317,0.9263874469098153,0.0009454545454545454,0.012813636363636362,0.008458865480924308,Other_Faults,Other_Faults
0,9,0,1384,0.09462421304186014,0.0006444444444444443,0.025699422472951886,0.8696416487107669,0.00036363636363636367,0.0033750222000222003,0.005651612766318649,Other_Faults,Other_Faults
0,9,0,1865,0.039394954079736685,0.005166647241647241,0.0008333333333333334,0.9491884486286659,0.0011371794871794872,0.003736580086580087,0.0005428571428571429,Other_Faults,Other_Faults
0,9,0,1453,0.36579696778969223,0.0007969696969696969,0.029627561473614093,0.5144042823791278,0.0851756045296293,0.0012133200133200132,0.002985294117647059,Other_Faults,Other_Faults
0,9,0,1602,0.09034592502440802,0.001426068376068376,0.02634154630199522,0.8508143987994782,0.026413449819873966,0.0,0.004658611678176895,Other_Faults,Other_Faults
0,9,0,1462,0.6228271938830525,0.0038892357642357645,0.04496761146340834,0.2703636255329451,0.04354447177349652,0.006828005328005328,0.007579856254856256,Bumps,Other_Faults
0,9,0,1734,0.04928475849915477,0.002347619047619047,0.029592571755729647,0.8508324438031868,0.054377394655568005,0.0020999999999999994,0.011465212238741652,Other_Faults,Other_Faults
0,9,0,1336,0.1380187670172965,0.02079238583054372,0.005752874902874902,0.4357414121396321,0.3880365597852439,0.0,0.011658000324408991,Other_Faults,Other_Faults
0,9,0,1806,0.2895224234485844,0.00014285714285714284,0.0,0.651613633923696,0.005142735042735043,0.010866684132860606,0.04271166630926692,Other_Faults,Other_Faults
0,9,0,1906,0.04150784770784772,0.003181168831168831,0.2069386316298082,0.6359308893720659,0.002439169980346451,0.009256637806637807,0.10074565467212532,Other_Faults,Other_Faults
0,9,0,1584,0.359137311765051,0.011884260673966557,0.0003964932126696833,0.6126684218519992,0.009188891010949832,0.001819047619047619,0.004905573866315554,Other_Faults,Other_Faults
0,9,0,1413,0.22263703510112176,0.004028593628593629,0.0,0.6320864014296679,0.14074796984061705,0.0005,0.0,Other_Faults,Other_Faults
0,9,0,1708,0.017090545565545567,0.0016428571428571427,0.03267627095127095,0.8964409740586216,0.03682752688487982,0.0,0.015321825396825394,Other_Faults,Other_Faults
0,9,0,1381,0.08248466396005094,0.0,0.005281306962731111,0.9007500466939322,0.0,0.00048201952845915695,0.01100196285482663,Other_Faults,Other_Faults
0,9,0,1296,0.15901929006665858,0.0017758349493643612,0.028219448035624504,0.6792666767443079,0.12763003336532758,0.0,0.004088716838716838,Other_Faults,Other_Faults
0,9,0,1570,0.5059243579176244,0.0009947552447552449,0.0029413757810816633,0.4808914166672679,0.008581427722604193,0.0,0.0006666666666666666,Bumps,Other_Faults
0,9,0,1887,0.10952329549535436,0.0028215034965034967,0.0014500000000000001,0.5381693466148575,0.34621442582185635,0.0,0.0018214285714285715,Other_Faults,Other_Faults
0,9,0,1722,0.025473226773226772,0.0,0.06757225596041387,0.896229470091312,0.001531993006993007,0.0009,0.008293054168054169,Other_Faults,Other_Faults
0,9,0,1299,0.037098408797944404,0.008315578865578866,0.007111782661782662,0.8256922601736075,0.11838150052561824,0.0,0.0034004689754689745,Other_Faults,Other_Faults
0,9,0,1735,0.06582561184085954,0.0013300366300366298,0.0532340522910182,0.8512185162704511,0.014014216090067486,0.0035842712842712844,0.010793295593295593,Other_Faults,Other_Faults
0,9,0,1452,0.49676796128707906,0.0005,0.034845158109863994,0.4356749687017489,0.031002995001214808,0.0006190476190476191,0.0005898692810457517,Bumps,Other_Faults
0,9,0,1798,0.11709862943214347,0.001790620490620491,0.0,0.7728105347009375,0.037556352548380405,0.016348163764340236,0.054395699063578315,Other_Faults,Other_Faults
0,9,0,1457,0.6593829059052108,0.025014272328978217,0.0038341269841269837,0.1835847063874492,0.013611441826147713,0.11090270529824653,0.0036698412698412696,Bumps,Other_Faults
0,9,0,1274,0.1681936536545671,0.009972383988560457,0.0022367826617826613,0.24059425467033832,0.561867952360677,0.0012343840370156159,0.015900588627059214,Pastry,Other_Faults
0,9,0,1629,0.20115579076589665,0.018524879234150332,0.0015865800865800866,0.3177961473425096,0.4596197509442291,0.000125,0.0011918516266342355,Pastry,Other_Faults
0,9,0,1819,0.2891829511819451,0.03726928561634443,0.0016252747252747254,0.48562897636419305,0.17571521263394338,0.0013523809523809526,0.009225918525918527,Other_Faults,Other_Faults
0,9,0,1730,0.042380496988391726,0.0,0.09712619728053165,0.8378026157536994,0.012925197136884446,0.0014,0.00836549284049284,Other_Faults,Other_Faults
0,9,0,1471,0.2569927121494292,0.00954147127382421,0.009463075813075813,0.6262690102441045,0.08066766880350475,0.015340786990786991,0.0017252747252747254,Other_Faults,Other_Faults
0,9,0,1779,0.10097369183104482,0.0002857142857142857,0.03364538419097242,0.8550108465064349,0.0014305576776165012,0.0012427572427572428,0.007411048265460031,Other_Faults,Other_Faults
0,9,0,1717,0.018871971492559723,0.0,0.3307982504509595,0.5405139420005525,0.0,0.0005714285714285714,0.1092444074845004,Other_Faults,Other_Faults
0,9,0,1445,0.46756522333359807,0.0003833333333333333,0.0,0.5228265824096782,0.008858194256723668,0.0,0.00036666666666666667,Other_Faults,Other_Faults
0,9,0,1440,0.4434243452368066,0.0022992784992784993,0.006080868838763576,0.5224487330007453,0.020308155733155735,0.0,0.00543861869125027,Other_Faults,Other_Faults
0,9,0,1842,0.02015009173832703,0.013641796765326179,0.0094873662285427,0.9295672902776618,0.011937313821369552,0.0,0.015216141168772747,Other_Faults,Other_Faults
0,9,0,1703,0.01416988435541067,0.0027393162393162395,0.03241561718295463,0.856299774786617,0.0880844816947758,0.0,0.006290925740925742,Other_Faults,Other_Faults
0,9,0,1634,0.6043051979839906,0.0003333333333333333,0.0002666666666666667,0.3748159792048338,0.018897004629357568,0.0,0.0013818181818181815,Bumps,Other_Faults
0,9,0,852,0.0003333333333333333,0.9870222078575019,0.0,0.007564346764346763,0.004609523809523809,0.0,0.00047058823529411766,Dirtiness,Dirtiness
0,9,0,847,0.03816237373737374,0.889416214341214,0.0,0.04202237484737484,0.03039903707403706,0.0,0.0,Dirtiness,Dirtiness
0,9,0,835,0.12289234375016125,0.48764992758359643,0.0004,0.31918424806187967,0.06248121763857052,0.004245382395382396,0.003146880570409982,Dirtiness,Dirtiness
0,9,0,816,0.037863096543978896,0.013502808302808304,0.009867937617937616,0.9210398274927688,0.015027730602730603,0.0008571428571428571,0.0018414565826330531,Other_Faults,Dirtiness
0,9,0,812,0.020660972360972363,0.02093829471182412,0.013688464150228855,0.8725297883489062,0.06607424062865237,0.0,0.006108239799416269,Other_Faults,Dirtiness
0,9,0,830,0.2361712060213608,0.45678293697186884,0.0005818181818181818,0.2446574857375168,0.053791274248627154,0.003635064935064935,0.004380213903743315,Dirtiness,Dirtiness
0,9,0,433,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,386,0.1460894478844169,0.000419047619047619,0.23896404739910926,0.5405334428299597,0.06943432395777595,0.002934415584415584,0.0016252747252747254,Other_Faults,K_Scratch
0,9,0,416,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,455,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,514,0.016440265084073133,0.0006,0.8130407316367849,0.11552548895033418,0.0,0.0,0.05439351432880843,K_Scratch,K_Scratch
0,9,0,536,0.0011336898395721926,0.0,0.9660966268681439,0.03207801662561724,0.0,0.0,0.0006916666666666666,K_Scratch,K_Scratch
0,9,0,434,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,441,0.011602331002331004,0.0,0.9581097735597736,0.018102208902208903,0.0,0.0,0.01218568653568654,K_Scratch,K_Scratch
0,9,0,370,0.009065223665223663,0.0012380952380952382,0.9477754023754025,0.037238983238983246,0.0025555555555555553,0.001619047619047619,0.0005076923076923076,K_Scratch,K_Scratch
0,9,0,670,0.0,0.0,0.9844968253968253,0.015503174603174606,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,674,0.0,0.0,0.9823134920634919,0.017686507936507938,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,391,0.013954652210534562,0.0,0.6756795675342888,0.26923022414462056,0.007860833610833612,0.0,0.03327472249972249,K_Scratch,K_Scratch
0,9,0,489,0.0011428571428571427,0.0,0.9985714285714286,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,376,0.04388819596856682,0.003681096681096681,0.6904228538369842,0.1616961659894524,0.0997561319683443,0.0004222222222222222,0.00013333333333333334,K_Scratch,K_Scratch
0,9,0,458,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,712,0.005105798286680639,0.0,0.8598590228055396,0.1310730188456195,0.0,0.0,0.003962160062160063,K_Scratch,K_Scratch
0,9,0,485,0.0,0.0,0.9973060439560439,0.0014684065934065934,0.0,0.0,0.0012255494505494507,K_Scratch,K_Scratch
0,9,0,480,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,507,0.0,0.0,0.9950117604617603,0.004766017316017316,0.0,0.0,0.0002222222222222222,K_Scratch,K_Scratch
0,9,0,645,0.0,0.0,0.9984761904761904,0.0015238095238095236,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,675,0.0,0.0,0.9814733044733044,0.018526695526695527,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,730,0.04696477411477408,0.0003333333333333333,0.7208157664231194,0.22021283553048257,0.008655433455433455,0.0006666666666666666,0.0023511904761904763,K_Scratch,K_Scratch
0,9,0,513,0.0009714285714285714,0.0,0.9746818070818071,0.022756288156288156,0.0,0.0,0.0015904761904761903,K_Scratch,K_Scratch
0,9,0,679,0.0003333333333333333,0.0,0.9841122710622707,0.01555439560439561,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,500,0.0002857142857142857,0.0,0.9907694805194802,0.008083694083694084,0.0,0.0,0.000861111111111111,K_Scratch,K_Scratch
0,9,0,383,0.1319263641374255,0.0007936507936507937,0.2209133744723294,0.6138561213782104,0.021339074521969256,0.0024607142857142857,0.008710700410700411,Other_Faults,K_Scratch
0,9,0,665,0.0,0.0,0.9509134421134418,0.049086557886557886,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,603,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,380,0.0207966921966922,0.0018424908424908423,0.9000888399040574,0.07177832626310886,0.0028412698412698415,0.0015238095238095236,0.0011285714285714287,K_Scratch,K_Scratch
0,9,0,697,0.09350512198499815,0.0035773809523809525,0.3989630744182904,0.3828071250495364,0.004219607843137255,0.016167623807669573,0.10076006594398709,K_Scratch,K_Scratch
0,9,0,394,0.0005357142857142857,0.0,0.9950642857142856,0.0041142857142857136,0.0,0.0,0.0002857142857142857,K_Scratch,K_Scratch
0,9,0,542,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,694,0.0,0.0,0.9954952380952381,0.004504761904761905,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,686,0.0,0.0,0.9931111471861471,0.006888852813852813,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,502,0.0,0.0,0.9996,0.0004,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,447,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,404,0.0012380952380952382,0.0,0.9932774725274724,0.003068406593406593,0.0,0.0,0.002416025641025641,K_Scratch,K_Scratch
0,9,0,369,0.009565223665223664,0.0005714285714285714,0.9555087357087357,0.030832489732489723,0.0019191919191919194,0.001095238095238095,0.0005076923076923076,K_Scratch,K_Scratch
0,9,0,368,0.04323818958818958,0.0039214285714285705,0.8169642357642356,0.11999173049173045,0.00878997113997114,0.004178571428571429,0.0029158730158730163,K_Scratch,K_Scratch
0,9,0,101,0.12713602051543238,0.008358682657212067,0.011082283729342555,0.49453424614601094,0.3568784994417348,0.0,0.00201026751026751,Other_Faults,Pastry
0,9,0,148,0.07612184619645918,0.01158024361259655,0.012712444744797683,0.1966867999046017,0.6895258597525629,0.001388888888888889,0.011983916900093369,Pastry,Pastry
0,9,0,8,0.10265130611562504,0.004426659125188538,0.020546428571428566,0.4872680447777194,0.38229764077511746,0.000375,0.002434920634920635,Other_Faults,Pastry
0,9,0,138,0.1462614403742113,0.0031199130934425057,0.005478665778665778,0.486939218005936,0.35774009841208027,0.0,0.0004606643356643357,Other_Faults,Pastry
0,9,0,32,0.09784967085717866,0.0029499425411190117,0.010129136463811389,0.28210620860048113,0.6068221843945524,0.0,0.00014285714285714284,Pastry,Pastry
0,9,0,131,0.028330456634868387,0.0070595682095682104,0.028625312269429905,0.26599164218134824,0.6559659433703554,0.0,0.014027077334430274,Pastry,Pastry
0,9,0,2,0.10018729031546371,0.03252977022977023,0.0024135642135642136,0.38496765272910805,0.47344451860488995,0.001876190476190476,0.004581013431013431,Pastry,Pastry
0,9,0,143,0.3515255638925916,0.04822851201086496,0.011858910533910538,0.27686951374219193,0.2978595060598159,0.008221341523973105,0.005436652236652237,Bumps,Pastry
0,9,0,49,0.8589976968044741,0.0019213877909530083,0.00018181818181818183,0.09227471417471421,0.04620409319296788,0.0,0.00042028985507246375,Bumps,Pastry
0,9,0,108,0.16644054944023975,0.0238595456830751,0.015303345347462988,0.5717998121331714,0.21018099876559626,0.00263857057974705,0.009777178050707462,Other_Faults,Pastry
0,9,0,147,0.18274100573489122,0.005863887746240687,0.021945187981952684,0.2521793929067148,0.5270853694465152,0.002372222222222222,0.007812933961463375,Pastry,Pastry
0,9,0,117,0.01773982683982684,0.006881535131535131,0.0010418914418914417,0.06931951104451108,0.9050172355422358,0.0,0.0,Pastry,Pastry
0,9,0,74,0.34779081374496645,0.005376041470606689,0.0037129497953027365,0.3336148450362848,0.30773680738429676,0.0,0.0017685425685425684,Bumps,Pastry
0,9,0,146,0.07363074099103512,0.004273907138613022,0.010325842458195398,0.17738711393525633,0.729437255855599,0.0006052631578947369,0.004339876463405876,Pastry,Pastry
0,9,0,7,0.08062627445653758,0.016235922084451494,0.18571789550318968,0.47329354722504835,0.24016548304636542,0.0021190476190476185,0.001841830065359477,Other_Faults,Pastry
0,9,0,324,0.00852136752136752,0.0,0.0,0.07841771059178179,0.009580475080475083,0.0,0.9034804468063757,Z_Scratch,Z_Scratch
0,9,0,160,0.0015663003663003664,0.0,0.0,0.013214646464646469,0.0007333333333333333,0.0,0.9844857198357198,Z_Scratch,Z_Scratch
0,9,0,233,0.0015714285714285715,0.0,0.0,0.008453535353535354,0.0,0.0,0.9899750360750362,Z_Scratch,Z_Scratch
0,9,0,187,0.09552674478047342,0.0,0.0,0.27937990685075087,0.0,0.008569924519924521,0.6165234238488513,Z_Scratch,Z_Scratch
0,9,0,231,0.005252741702741703,0.0,0.0,0.01210930180930181,0.0002857142857142857,0.0,0.9823522422022423,Z_Scratch,Z_Scratch
0,9,0,238,0.0023038461538461537,0.0,0.0,0.004691414141414141,0.00013333333333333334,0.0,0.9928714063714064,Z_Scratch,Z_Scratch
0,9,0,213,0.040451771757654104,0.0,0.0002857142857142857,0.0856015398000692,0.0017028083028083026,0.0,0.8719581658537544,Z_Scratch,Z_Scratch
0,9,0,197,0.06713773742597273,0.002907886557886558,0.0004886363636363636,0.09267200022200028,0.03211485279426456,0.00015384615384615385,0.8045250404823937,Z_Scratch,Z_Scratch
0,9,0,227,0.12813834276281455,0.0003333333333333333,0.025888045288045294,0.27788631361758304,0.11467872978302715,0.0013571428571428571,0.45171809235805405,Z_Scratch,Z_Scratch
0,9,0,343,0.2177383990570834,0.03282101972159247,0.0023680097680097677,0.4563596259863288,0.09073976644442594,0.003319805194805195,0.19665337382775472,Other_Faults,Z_Scratch
0,9,0,225,0.0002857142857142857,0.0,0.0,0.006301966873706003,0.0,0.0,0.9934123188405797,Z_Scratch,Z_Scratch
0,9,0,243,0.002344444444444444,0.0,0.0010444444444444442,0.030899216830640966,0.016163636363636363,0.005666666666666667,0.9438815912501671,Z_Scratch,Z_Scratch
0,9,0,218,0.0002666666666666667,0.0,0.0,0.002852380952380952,0.0,0.0,0.9968809523809524,Z_Scratch,Z_Scratch
0,9,0,165,0.006276625129256708,0.0,0.00025,0.046976849904481484,0.000794871794871795,0.0004,0.9453016531713898,Z_Scratch,Z_Scratch
0,9,0,159,0.03556417912153205,0.0,0.0,0.07913459192838991,0.04410400432900432,0.0,0.8411972246210739,Z_Scratch,Z_Scratch
0,9,0,342,0.11060900214336748,0.06587143341694425,0.004238861138861139,0.38711722228019524,0.11203803128976446,0.0,0.32012544973086804,Other_Faults,Z_Scratch
0,9,0,234,0.0013047619047619047,0.0,0.0,0.007324242424242423,0.0002857142857142857,0.0,0.9910852813852813,Z_Scratch,Z_Scratch
0,9,0,170,0.003366300366300366,0.0,0.0,0.02053041011276305,0.004081096681096681,0.0,0.9720221928398398,Z_Scratch,Z_Scratch
0,9,0,168,0.04433229793082733,0.0,0.0,0.07078002569326096,0.0015685425685425685,0.0004,0.8829191338073693,Z_Scratch,Z_Scratch
0,9,0,776,0.04236510319745612,0.0014642857142857142,0.006036580086580086,0.25138304894280145,0.0014007936507936507,0.6934830204882838,0.003867167919799499,Stains,Stains
0,9,0,783,0.0019999999999999996,0.0,0.007187445887445887,0.012416161616161617,0.0,0.9783963924963925,0.0,Stains,Stains
0,9,0,740,0.009707875457875458,0.0002967032967032967,0.015929978354978357,0.021758497058497053,0.00014285714285714284,0.9521640886890885,0.0,Stains,Stains
0,9,0,751,0.0,0.0,0.03822383037499135,0.023324416338735218,0.0,0.9384517532862737,0.0,Stains,Stains
0,9,0,789,0.0803547668963304,0.0015219780219780218,0.018578639838422447,0.6563961382722958,0.0025901098901098896,0.21017439072496288,0.030383976355900566,Other_Faults,Stains
0,9,0,763,0.009579551614536134,0.0,0.10455438388580811,0.07366972091376119,0.0,0.8121963435858948,0.0,Stains,Stains
0,9,0,794,0.0005,0.0,0.0006493506493506494,0.0050660173160173155,0.0,0.993784632034632,0.0,Stains,Stains
0,9,0,806,0.11474232292998282,0.0010967032967032968,0.019539560439560445,0.23346529053498358,0.0034268620268620266,0.6203568831495303,0.007372377622377622,Stains,Stains