% Python_3.7.1.
% Sklearn_0.21.2.
% NumPy_1.18.1.
% SciPy_1.2.1.
% Tue Aug 11 15:01:06 2020
% 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
0,0,0,1136,0.21870285284813157,0.08928114715818307,0.14372929269184392,0.20428603547861285,0.11165622231598676,0.15770743353521854,0.0746370159720233,Bumps,Bumps
0,0,0,867,0.28819453566881875,0.05531385485226897,0.1532485732420048,0.32914650884539776,0.04879063095233447,0.05178907296767785,0.07351682347149735,Other_Faults,Bumps
0,0,0,887,0.22466566973591912,0.10311559627463561,0.12796327847008734,0.2070799428551292,0.14245383256427072,0.12578427288752841,0.06893740721242957,Bumps,Bumps
0,0,0,983,0.26620958484645224,0.0916939762090445,0.12479160158360832,0.2045159243013972,0.08875127363587988,0.1421276227946905,0.08191001662892738,Bumps,Bumps
0,0,0,959,0.37714135201386406,0.05421028915244265,0.07816388439099911,0.18708059009872238,0.10210514471186652,0.07902713080693047,0.12227160882517488,Bumps,Bumps
0,0,0,947,0.39600729575356164,0.06640490209820897,0.049745056546291744,0.19593970623801724,0.12003100517331516,0.07208295465928469,0.09978907953132063,Bumps,Bumps
0,0,0,1188,0.15390726424743312,0.11715457191812367,0.08643233499499917,0.25601599084961674,0.16742659247817776,0.1429342566015664,0.07612898891008309,Other_Faults,Bumps
0,0,0,1176,0.3989357040924317,0.06734697398221579,0.05923226244562384,0.20230142154787603,0.11604599047240453,0.09888776784215325,0.05724987961729495,Bumps,Bumps
0,0,0,1068,0.3387986700537991,0.07012470411407948,0.039721085536947774,0.1817897624612629,0.058322793548286074,0.1396782434068007,0.17156474087882387,Bumps,Bumps
0,0,0,976,0.13502416984449722,0.12858333022919313,0.06902962425979929,0.2618673436997654,0.1980421586973251,0.12886537207669435,0.07858800119272555,Other_Faults,Bumps
0,0,0,966,0.2501921437965618,0.06158345649101105,0.05511469752726554,0.18063850061773765,0.06712818469911003,0.09188974736991867,0.2934532694983953,Z_Scratch,Bumps
0,0,0,1165,0.4117647179610174,0.06717034166438095,0.05593314970079333,0.18362190088021185,0.10920911236957252,0.10561971391177936,0.06668106351224473,Bumps,Bumps
0,0,0,1161,0.27127721980656494,0.06969022482693676,0.055040367977400105,0.2899059401563225,0.07664117798103785,0.05635517942102918,0.1810898898307086,Other_Faults,Bumps
0,0,0,1007,0.20764127982868627,0.1192376487514921,0.01731502341197174,0.22984250353750282,0.11474218781533808,0.0638594797294997,0.24736187692550937,Z_Scratch,Bumps
0,0,0,1262,0.25628904172645645,0.0593940528356429,0.04611390254658137,0.2479572635667367,0.10963439755806875,0.05384749967395475,0.22676384209255915,Bumps,Bumps
0,0,0,1054,0.39915259270931924,0.06767162726297697,0.03825373336889499,0.22697333489358454,0.08181711999880079,0.09957221014281609,0.08655938162360725,Bumps,Bumps
0,0,0,1244,0.21517062406956236,0.14085531519252018,0.07432146108032481,0.2338779354140024,0.17482615658797135,0.10423606313803994,0.05671244451757899,Other_Faults,Bumps
0,0,0,1010,0.39459999106600707,0.07834282318416834,0.07012840793975504,0.15724972732099615,0.09572317336249431,0.05784251322865147,0.1461133638979276,Bumps,Bumps
0,0,0,1166,0.41233934989439064,0.056705844319645884,0.06163145802089417,0.2136613500473887,0.11909730881350138,0.07318764529971994,0.06337704360445913,Bumps,Bumps
0,0,0,1076,0.33676784728522835,0.10806920569291244,0.09375127884258505,0.18875109117052954,0.10276045614935228,0.138604613939238,0.03129550692015431,Bumps,Bumps
0,0,0,928,0.2836636544825676,0.052921378414745986,0.074164867159784,0.2077941765513457,0.07695972484873467,0.10810053803903714,0.19639566050378499,Bumps,Bumps
0,0,0,1223,0.29339134367459874,0.08385467946628587,0.032989051341755185,0.24965539352711158,0.04310543877648093,0.09605570259187618,0.20094839062189152,Bumps,Bumps
0,0,0,958,0.4254933474086283,0.0747438189481695,0.03346197690101629,0.20575494851970558,0.0975808150156948,0.10458174857576286,0.05838334463102273,Bumps,Bumps
0,0,0,1167,0.3840910362331314,0.05950509669509813,0.06376576933691673,0.21252301373043042,0.1182559736631719,0.10113681074806172,0.06072229959318969,Bumps,Bumps
0,0,0,931,0.37041459377205666,0.08156866601977478,0.03435694395383186,0.23922573822762275,0.12592120354304215,0.06474864037065223,0.08376421411301954,Bumps,Bumps
0,0,0,1261,0.26416589494056925,0.05165437605198328,0.06841601473669429,0.22599400198441558,0.09144871742614258,0.04520225127865545,0.2531187435815395,Bumps,Bumps
0,0,0,1064,0.39718811881268384,0.06782988383595491,0.04434740573235104,0.24112510206839224,0.10080130731623785,0.09474948480460404,0.053958697429776104,Bumps,Bumps
0,0,0,914,0.38881556237428844,0.07395627153892954,0.03589386141895624,0.23881778259544134,0.10695289150598852,0.10015668127730014,0.05540694928909564,Bumps,Bumps
0,0,0,1085,0.28304474735116075,0.1031017736762912,0.062198328906025516,0.2202671759937724,0.20322802434740037,0.10647512153251666,0.02168482819283301,Bumps,Bumps
0,0,0,1082,0.22318385726725323,0.10049384124130065,0.20713222666154854,0.17439553534049734,0.21560211303579643,0.04994246473269988,0.02924996172090387,Bumps,Bumps
0,0,0,1006,0.22888707999546484,0.07670309138626628,0.03113841781388359,0.29138052835025646,0.06738920888912338,0.06597115829012296,0.2385305152748827,Other_Faults,Bumps
0,0,0,977,0.06686727348745987,0.1359419442548166,0.08630379889621452,0.1969920415240349,0.21756035026554807,0.09753297116690908,0.1988016204050168,Pastry,Bumps
0,0,0,1026,0.35290049427874953,0.09083786185529126,0.013485793697380325,0.258616901147873,0.1363233508670246,0.07055962778185362,0.07727597037182761,Bumps,Bumps
0,0,0,986,0.33947267373085077,0.08244181366982227,0.06149024761719224,0.2306211736019175,0.09124918489327999,0.1139720658153379,0.08075284067159944,Bumps,Bumps
0,0,0,937,0.3786427399059861,0.08036227919382463,0.03591550358107983,0.22580088580743665,0.14908595391961227,0.06482766183277752,0.06536497575928295,Bumps,Bumps
0,0,0,1013,0.37450343650606793,0.0777645534068498,0.047382788724274,0.19653186276131024,0.08928559678241092,0.07332042595131044,0.14121133586777665,Bumps,Bumps
0,0,0,1253,0.11105661428124662,0.10217833761197664,0.04702639170800655,0.1694453169542268,0.13009805630345725,0.05595574455365667,0.3842395385874295,Z_Scratch,Bumps
0,0,0,1096,0.16255587888768805,0.11737895274145745,0.22056127258205757,0.16763944471527473,0.17302577261389018,0.06904769863589476,0.08979097982373738,K_Scratch,Bumps
0,0,0,965,0.3657110595719489,0.06180855758405366,0.12059175708453244,0.13493581174902258,0.09106545471654838,0.06288563462340203,0.163001724670492,Bumps,Bumps
0,0,0,993,0.33442434616664296,0.1077248146945097,0.03563506652885716,0.2969690001166779,0.08794390389889022,0.07606045082252649,0.06124241777189566,Bumps,Bumps
0,0,0,877,0.09720686543933113,0.10707774365274277,0.16165593182320265,0.29671576221961893,0.04983677848014221,0.17653411602546704,0.11097280235949522,Other_Faults,Bumps
0,0,0,1494,0.06739230031382912,0.08228132397967863,0.013385837458380371,0.45364888492490735,0.28573553880071506,0.04612546739246078,0.05143064713002878,Other_Faults,Other_Faults
0,0,0,1651,0.1732948130864958,0.10654160297147677,0.11495136147692615,0.2948447435657881,0.141398905576074,0.08804098778892509,0.0809275855343139,Other_Faults,Other_Faults
0,0,0,1623,0.30544433911630475,0.05770237656117018,0.04935851317067467,0.24817593390548837,0.0821973910687267,0.08200490508428379,0.1751165410933515,Bumps,Other_Faults
0,0,0,1588,0.15892320290072046,0.0683332981334962,0.12085951665944522,0.3360985202305362,0.2247049687386552,0.07146780589245956,0.01961268744468716,Other_Faults,Other_Faults
0,0,0,1386,0.06797447846086695,0.0848332294690074,0.27149166426535337,0.36352840798980207,0.04302119141260771,0.10628539592991433,0.06286563247244804,Other_Faults,Other_Faults
0,0,0,1901,0.2646998529642407,0.08969734490075035,0.017501707110097426,0.39223500485358886,0.06341503237191748,0.10056371786921628,0.07188733993018896,Other_Faults,Other_Faults
0,0,0,1513,0.19463996201609468,0.10407872917014199,0.040274971698502436,0.3682693791304564,0.17952021465419266,0.08680469626463495,0.02641204706597704,Other_Faults,Other_Faults
0,0,0,1613,0.19059120653585349,0.0642037164173859,0.3070958174742926,0.2595967460631827,0.10056876680587513,0.047131950845779425,0.030811795857630723,K_Scratch,Other_Faults
0,0,0,1380,0.17254108057052753,0.10349727681395904,0.11414468824874852,0.4000797295079752,0.03482129339228442,0.055605494678426716,0.11931043678807848,Other_Faults,Other_Faults
0,0,0,1876,0.20046056181692287,0.08668076570552566,0.08443856748734267,0.38198787253529026,0.10191982663446805,0.11575007830538199,0.02876232751506853,Other_Faults,Other_Faults
0,0,0,1290,0.055532851746299204,0.09565977731328848,0.06324074377467218,0.47573341318400486,0.18015604609140481,0.05720458148287814,0.0724725864074523,Other_Faults,Other_Faults
0,0,0,1685,0.04263593420630286,0.10398781267796281,0.08626434544466778,0.40505517742305397,0.13498748355887047,0.04835364040566532,0.1787156062834767,Other_Faults,Other_Faults
0,0,0,1478,0.30753305052215474,0.07511443155002849,0.047118832667806816,0.28030905110661597,0.0647908427295391,0.08327556983826197,0.14185822158559283,Bumps,Other_Faults
0,0,0,1745,0.16330457422566577,0.06426425232043832,0.015018223659060968,0.5099996374323208,0.029563939728759037,0.06267400448179426,0.15517536815196087,Other_Faults,Other_Faults
0,0,0,1321,0.14142044424244954,0.10342464100977067,0.1287844539214294,0.31141169302351135,0.05149768579176076,0.18761572559636042,0.07584535641471782,Other_Faults,Other_Faults
0,0,0,1795,0.30682532626555,0.0716264950116519,0.04654915776496331,0.23859407709994604,0.08140684262713468,0.11067387303182016,0.14432422819893376,Bumps,Other_Faults
0,0,0,1285,0.08666685821617612,0.15033294461648064,0.038483784559279484,0.3834331337973719,0.20862377641339067,0.06875936592510701,0.06370013647219423,Other_Faults,Other_Faults
0,0,0,1822,0.20205659512006913,0.04011894033579016,0.008571567180834043,0.3886103342170499,0.06473198914293367,0.06273075835445992,0.2331798156488632,Other_Faults,Other_Faults
0,0,0,1617,0.2141135513240804,0.05526604725809753,0.4008802359422642,0.061451446681306345,0.04871924208418216,0.0439352394769614,0.17563423723310795,K_Scratch,Other_Faults
0,0,0,1529,0.07664601871780272,0.11334562527107353,0.24163987445197746,0.20175894658595409,0.31454700360351917,0.03243383696085993,0.019628694408813128,Pastry,Other_Faults
0,0,0,1877,0.11674830600183117,0.07218032353467542,0.13627433130414618,0.22132447115515824,0.07329355891068018,0.1483471714583096,0.2318318376351991,Z_Scratch,Other_Faults
0,0,0,1352,0.099073165318302,0.06818868029400699,0.34940489280140447,0.2727168572875659,0.034128463180020864,0.10840967926815133,0.0680782618505484,K_Scratch,Other_Faults
0,0,0,1788,0.19826339390526182,0.058839205328498095,0.2275754077367874,0.19549455079861625,0.07520828670468604,0.14676225773192486,0.0978568977942254,K_Scratch,Other_Faults
0,0,0,1325,0.20217947677890097,0.08963484102534135,0.12662345401917266,0.2811806769594511,0.06663957653872568,0.14945705195033576,0.08428492272807246,Other_Faults,Other_Faults
0,0,0,1401,0.39222159411043844,0.06680664598520128,0.03519828184344938,0.2578056555908356,0.0779171654403672,0.09021982901751188,0.07983082801219614,Bumps,Other_Faults
0,0,0,1912,0.1078267675676219,0.0703667927220495,0.2568798759132499,0.2560780453102057,0.032005818649463884,0.10467403923864166,0.17216866059876745,K_Scratch,Other_Faults
0,0,0,1844,0.08950323918645695,0.07294905292422829,0.1980130243242704,0.3245092452351379,0.09072029678052884,0.1260392786935737,0.0982658628558038,Other_Faults,Other_Faults
0,0,0,1603,0.10094349131258414,0.09586406212961827,0.017684604270911838,0.49222069201829105,0.2001126729508449,0.07258570884338289,0.020588768474367008,Other_Faults,Other_Faults
0,0,0,1801,0.224127407642528,0.055187949713963874,0.009096071156002148,0.42648002130359774,0.04987523700064081,0.08638263201423549,0.14885068116903208,Other_Faults,Other_Faults
0,0,0,1737,0.05717609283902747,0.12459948105137265,0.06536949761219833,0.1929293587842456,0.24920499309423014,0.10191559044017394,0.20880498617875204,Pastry,Other_Faults
0,0,0,1354,0.07301871474982916,0.07340789181838546,0.2634464183899335,0.27457031972701507,0.046467331186743496,0.10034991319627955,0.16873941093181383,Other_Faults,Other_Faults
0,0,0,1851,0.06561376892954117,0.1116394188250644,0.11779415246045928,0.32291305122554936,0.11630272989790431,0.10951979522554653,0.15621708343593502,Other_Faults,Other_Faults
0,0,0,1791,0.3420889560191632,0.0876095653964289,0.13620556446773735,0.17241041897283302,0.045259708360364075,0.03697972389175581,0.17944606289171766,Bumps,Other_Faults
0,0,0,1714,0.1885814028903192,0.19407529533500625,0.049969911918205996,0.20642408745702112,0.2555974560151878,0.05700602327101362,0.04834582311324595,Pastry,Other_Faults
0,0,0,1769,0.12112835902107941,0.11072884715694162,0.18033967431879414,0.33122136221181275,0.055107524318818206,0.13654526168603368,0.06492897128652028,Other_Faults,Other_Faults
0,0,0,1532,0.240530485994092,0.10836597201066227,0.018981782513455874,0.2831069608496047,0.20367561176305335,0.03329919987764653,0.11203998699148522,Other_Faults,Other_Faults
0,0,0,1759,0.21679675232763396,0.08195019596230328,0.08274774917087027,0.27808857454769,0.0319479180527673,0.07536884652397828,0.233099963414757,Other_Faults,Other_Faults
0,0,0,1355,0.09440384582173231,0.09102117883219772,0.13489612101140938,0.38096461470890325,0.04646598872303608,0.17036383917262327,0.0818844117300981,Other_Faults,Other_Faults
0,0,0,1740,0.20762771575394398,0.0840874250811895,0.13039262156856526,0.31563020146574133,0.09171741066485656,0.09962571585281177,0.07091890961289168,Other_Faults,Other_Faults
0,0,0,1604,0.3029630748488953,0.06728557996847387,0.16425025236546917,0.1885682602708774,0.16890528083442025,0.0927730300232393,0.01525452168862465,Bumps,Other_Faults
0,0,0,1481,0.08415052451011981,0.10075771319438452,0.00989691204058029,0.5095834245818374,0.231199827989218,0.04410228910873026,0.020309308575129727,Other_Faults,Other_Faults
0,0,0,1698,0.055205574940014136,0.11225122338100307,0.05576232261760527,0.4544381838564014,0.14354791793443986,0.04542814186154283,0.1333666354089935,Other_Faults,Other_Faults
0,0,0,1793,0.15998073354198966,0.1857122459662397,0.09358437366599746,0.1337943162864274,0.2154710028293141,0.029823689633924278,0.18163363807610738,Pastry,Other_Faults
0,0,0,1657,0.16736997764230443,0.09553738995158265,0.11448481961786239,0.437572124627961,0.056203652394813244,0.10671512279999415,0.022116912965482186,Other_Faults,Other_Faults
0,0,0,1620,0.3574760039284683,0.05200506297171197,0.03819163755043739,0.23368639136377206,0.06692067900003551,0.10095955275337451,0.15076067243220043,Bumps,Other_Faults
0,0,0,1273,0.13817346326280538,0.11965212022847742,0.10489792760773588,0.24055145218718813,0.23450202105097134,0.09325514082455946,0.06896787483826236,Other_Faults,Other_Faults
0,0,0,1569,0.3281850463979029,0.04198461702841793,0.09371052025690489,0.20992590360672975,0.09262416329838652,0.07916991615901907,0.15439983325263895,Bumps,Other_Faults
0,0,0,1637,0.34759757796359625,0.045839567581385576,0.14465890647096927,0.180772871506936,0.061763158818525475,0.04697030156238598,0.1723976160962014,Bumps,Other_Faults
0,0,0,1351,0.08968782483972033,0.08474303377717422,0.0725095453889256,0.5424506481420405,0.0862160060616622,0.10438244730694035,0.020010494483536822,Other_Faults,Other_Faults
0,0,0,1450,0.29662114844285287,0.05608184879144036,0.07462016889586137,0.24710318954493504,0.09534622050152905,0.09997587324825734,0.1302515505751238,Bumps,Other_Faults
0,0,0,1738,0.23617759698491572,0.0913337852367597,0.028763832365596518,0.39497521792162954,0.06095702999402147,0.11987249205533221,0.06792004544174475,Other_Faults,Other_Faults
0,0,0,1766,0.08838349463452146,0.07224458326155771,0.14871846362714486,0.3875027885293434,0.06258661929386923,0.12476876384085277,0.11579528681271054,Other_Faults,Other_Faults
0,0,0,1503,0.053039737467343334,0.1158679919450199,0.05355818289694059,0.47753968626004484,0.15426951203774555,0.038279017468714115,0.10744587192419175,Other_Faults,Other_Faults
0,0,0,1277,0.05587014604063099,0.07066831243711262,0.5561914009164849,0.10781367907081356,0.06533909958891829,0.0640618190292199,0.08005554291681971,K_Scratch,Other_Faults
0,0,0,1594,0.1490618082204424,0.07832432602887386,0.27443781676943246,0.23717136605390854,0.15343642908799432,0.058654351073547606,0.04891390276580083,K_Scratch,Other_Faults
0,0,0,1492,0.09369291617361063,0.09299308158742149,0.024331699580163808,0.502832515894832,0.22601742765319915,0.0444012800887261,0.015731079022046814,Other_Faults,Other_Faults
0,0,0,1830,0.09034300882549784,0.07351327027325763,0.09807754801607267,0.4451946240827268,0.06637517904943106,0.1436673419462606,0.0828290278067533,Other_Faults,Other_Faults
0,0,0,1658,0.22717252075581673,0.1273567845194871,0.045392246996840815,0.28908412281227147,0.21391528688954756,0.07472968657548852,0.022349351450547804,Other_Faults,Other_Faults
0,0,0,1646,0.1350000642539621,0.1383910595948987,0.13897204792742346,0.21238044330481512,0.17131711247086387,0.0945931329440964,0.10934613950394041,Other_Faults,Other_Faults
0,0,0,1607,0.2266900592932106,0.04941588894684789,0.07287028822894695,0.2706786470601195,0.07640555201369152,0.10272185160325699,0.2012177128539264,Other_Faults,Other_Faults
0,0,0,1460,0.2182050828272722,0.10001563698238959,0.1067900297378964,0.2022875622824175,0.14432329297201033,0.13993664662960129,0.08844174856841273,Bumps,Other_Faults
0,0,0,1550,0.0731080113408132,0.08821441827860088,0.12854097273245807,0.3137304068652643,0.04682062468355877,0.20049868044134558,0.14908688565795916,Other_Faults,Other_Faults
0,0,0,1711,0.14814702148273326,0.08695233032422878,0.07368842865756581,0.4042535529113768,0.11938057059296885,0.14221587444839026,0.025362221582736214,Other_Faults,Other_Faults
0,0,0,1677,0.1923619766673149,0.07265010800776707,0.043048250969035695,0.3272345877385796,0.08420796333876708,0.12218886345010202,0.1583082498284337,Other_Faults,Other_Faults
0,0,0,1350,0.04806607459561772,0.06540763526777024,0.3713310177884085,0.33076845705601843,0.04676596768576668,0.08042607063722558,0.05723477696919278,K_Scratch,Other_Faults
0,0,0,1505,0.043525276334653855,0.12521436625773022,0.12111933995204446,0.4556212208247278,0.13029371665454592,0.035537347226025785,0.08868873275027199,Other_Faults,Other_Faults
0,0,0,1518,0.17759924230401397,0.09452168223841016,0.09729750951505223,0.228675338396608,0.27535965133449697,0.08332654370362078,0.04322003250779793,Pastry,Other_Faults
0,0,0,828,0.10237058736041617,0.15059590377229207,0.037573633964017625,0.2882550278151864,0.1888115270530232,0.13759365998705497,0.09479966004800966,Other_Faults,Dirtiness
0,0,0,840,0.1099437112104595,0.19406807137976342,0.04487765569662756,0.2789113853992901,0.21685794567495426,0.06822556330275785,0.08711566733614719,Other_Faults,Dirtiness
0,0,0,813,0.07039433510641428,0.14524846978644956,0.037371116516315556,0.3487116363048389,0.21892675997820737,0.07421464897678212,0.10513303333099223,Other_Faults,Dirtiness
0,0,0,827,0.09813293315141597,0.1684849627745871,0.049079796619862136,0.2536170860194748,0.2388661187992727,0.10452945574066358,0.08728964689472363,Other_Faults,Dirtiness
0,0,0,860,0.14961130103884623,0.13303631479149716,0.027374009489963803,0.3326542080653874,0.12950332514813181,0.14294700218017348,0.08487383928600008,Other_Faults,Dirtiness
0,0,0,707,0.06376872490739145,0.07795014010309248,0.5500938365209191,0.1176391921903666,0.06532775868736446,0.056906563013534195,0.06831378457733171,K_Scratch,K_Scratch
0,0,0,582,0.0527183469243768,0.058005393594040174,0.5625495834133655,0.11704635757967516,0.06418626079759267,0.06692847918463643,0.07856557850631316,K_Scratch,K_Scratch
0,0,0,417,0.04624297868006506,0.06768949966730974,0.6552468531599548,0.0422406503780174,0.06272247593642905,0.0602109953908271,0.06564654678739684,K_Scratch,K_Scratch
0,0,0,374,0.18893082395402785,0.09553132962459504,0.20389191388552674,0.23507257487243294,0.10758564146775369,0.13481972175273568,0.03416799444292809,Other_Faults,K_Scratch
0,0,0,460,0.060141696271533714,0.06492103817632135,0.6231921496047167,0.05337047482146299,0.07111149746445879,0.04658622062921613,0.08067692303229056,K_Scratch,K_Scratch
0,0,0,710,0.1082029494885675,0.0873255970386131,0.49223628928919727,0.12298658133587288,0.07790328099987119,0.05608963436017013,0.05525566748770802,K_Scratch,K_Scratch
0,0,0,467,0.06829923298160802,0.06157723656275384,0.6285072872543258,0.04841596042441091,0.05750171111673764,0.06069227117055111,0.07500630048961265,K_Scratch,K_Scratch
0,0,0,657,0.05562694669690202,0.06568556963301685,0.5616667512263925,0.10927681590345949,0.06463146113366315,0.06544589620876244,0.07766655919780355,K_Scratch,K_Scratch
0,0,0,704,0.06116767900191474,0.07772026539470624,0.5512087111632711,0.11730054731348329,0.06937346142001556,0.05731737916490593,0.06591195654170298,K_Scratch,K_Scratch
0,0,0,700,0.0669034000633944,0.07470981219827007,0.5506029508421226,0.1108289449060375,0.06392679839224293,0.06063378325999008,0.07239431033794246,K_Scratch,K_Scratch
0,0,0,668,0.05818734879734262,0.06417930013575829,0.5615759487157804,0.11030012048800424,0.06400258562177898,0.06609384748031984,0.07566084876101563,K_Scratch,K_Scratch
0,0,0,351,0.18661734239081504,0.09359955372906395,0.23279975634167235,0.2111998186417643,0.10797806373643626,0.1425231249392518,0.025282340220996204,K_Scratch,K_Scratch
0,0,0,373,0.20575506299376303,0.07718285869356456,0.25379108103099113,0.1816401412010288,0.07529644552939344,0.17804172001601165,0.028292690535247432,K_Scratch,K_Scratch
0,0,0,726,0.025763781695900205,0.07146910020063575,0.655346793772693,0.05053521081222414,0.058523257975307004,0.06563376902010828,0.07272808652313167,K_Scratch,K_Scratch
0,0,0,616,0.052085888965954265,0.06563389574400508,0.563245540456714,0.11053277887781875,0.06286501382183249,0.06559791779879467,0.08003896433488066,K_Scratch,K_Scratch
0,0,0,662,0.04971090797913567,0.06948486491148645,0.5578406250215534,0.11659466555157966,0.061484316764730367,0.06215768829740886,0.08272693147410544,K_Scratch,K_Scratch
0,0,0,699,0.057536267266318226,0.06898432189246312,0.5635232073948299,0.10647213197541597,0.06549833864839684,0.062381467688168345,0.07560426513440756,K_Scratch,K_Scratch
0,0,0,577,0.052848326059615675,0.05981823318315851,0.5652022999270102,0.1103851373703089,0.06868432246692174,0.06532572359293157,0.07773595740005337,K_Scratch,K_Scratch
0,0,0,522,0.06580976892076144,0.06959368614954455,0.5597512992262438,0.10362899421162294,0.06469556880751116,0.060128021619153,0.07639266106516304,K_Scratch,K_Scratch
0,0,0,483,0.07253616293884611,0.06089434263917471,0.6240200652864404,0.05737056322358841,0.06049662334606422,0.04469842039033544,0.07998382217555072,K_Scratch,K_Scratch
0,0,0,515,0.05800277573296409,0.0673112616628683,0.5588952290590241,0.11916849943786444,0.0749805374989604,0.05960351978999285,0.06203817681832569,K_Scratch,K_Scratch
0,0,0,564,0.05175627626400602,0.05830220076958058,0.5591355525650769,0.11910988939758818,0.060913838441801975,0.06633947200744691,0.08444277055449936,K_Scratch,K_Scratch
0,0,0,549,0.05399908210553359,0.061624765825499445,0.5337564509944528,0.12397589822112634,0.07184660328433617,0.06987941636027328,0.08491778320877837,K_Scratch,K_Scratch
0,0,0,352,0.1090400033112953,0.1603111330519995,0.23976866423885532,0.1596324901880034,0.19396960117670828,0.10205598428808314,0.03522212374505502,K_Scratch,K_Scratch
0,0,0,438,0.052324542411730596,0.06531696299688186,0.6288215584465485,0.05871590662338723,0.057311808779986415,0.06394076460564327,0.07356845613582211,K_Scratch,K_Scratch
0,0,0,602,0.050001918216164634,0.06826091197188724,0.5677711533942537,0.10328500271552063,0.06558441392018,0.0637609495625712,0.0813356502194227,K_Scratch,K_Scratch
0,0,0,422,0.046796363507885276,0.0677427483404722,0.6623586283826143,0.03519149176188707,0.06550599860282379,0.06062931617938883,0.06177545322492847,K_Scratch,K_Scratch
0,0,0,465,0.06497774026602723,0.06385918650419523,0.639156164380301,0.04352748076317113,0.059749527430067895,0.05753495081844525,0.07119494983779215,K_Scratch,K_Scratch
0,0,0,594,0.05214298621165122,0.06337990271037203,0.5634618006490614,0.11028938193620355,0.06428143271244079,0.06666418393478597,0.0797803118454852,K_Scratch,K_Scratch
0,0,0,484,0.0725416476136636,0.06108183097800826,0.6182884381383517,0.05990776517522402,0.06016166246595302,0.04529044879682628,0.08272820683197313,K_Scratch,K_Scratch
0,0,0,600,0.046273821078061744,0.07035044123446516,0.5663064126906018,0.11122551715931182,0.06393942780049344,0.06047483619957615,0.08142954383748999,K_Scratch,K_Scratch
0,0,0,622,0.05389662143531145,0.06216278003690734,0.5732306367300081,0.10692090700700489,0.06753366135572375,0.06443773724289101,0.07181765619215345,K_Scratch,K_Scratch
0,0,0,559,0.04932959103718962,0.06007866677324814,0.5373997022896113,0.1346384117015211,0.06820976577075433,0.0687794698396061,0.08156439258806933,K_Scratch,K_Scratch
0,0,0,647,0.05341793322240755,0.06762065179910184,0.5621362470128602,0.10906280698792514,0.061141857207661784,0.06348787938020696,0.08313262438983633,K_Scratch,K_Scratch
0,0,0,676,0.1256379617135317,0.07359250855109,0.3846388721849851,0.17975928141377215,0.04655327538670153,0.053640879564015705,0.13617722118590386,K_Scratch,K_Scratch
0,0,0,419,0.054491740633172844,0.06089935814448572,0.6609926576513638,0.03499757460077176,0.06391411673803497,0.05157820271960677,0.07312634951256419,K_Scratch,K_Scratch
0,0,0,567,0.06436662596203302,0.06999299639027177,0.23634415459995886,0.3130424155298744,0.04124758417207207,0.13421812310825795,0.14078810023753185,Other_Faults,K_Scratch
0,0,0,541,0.054318168082863036,0.07885513254442342,0.2151868834722882,0.31841309289076514,0.05266807491044485,0.1528394583970573,0.12771918970215806,Other_Faults,K_Scratch
0,0,0,420,0.07647678317282045,0.07573132870062492,0.20489651768958203,0.2732620967861433,0.05472848549374851,0.16138460462686838,0.15352018353021255,Other_Faults,K_Scratch
0,0,0,469,0.06970514309402877,0.06276439079880629,0.6319199176076419,0.045240126315867026,0.0584164903152664,0.058631711732634414,0.07332222013575529,K_Scratch,K_Scratch
0,0,0,95,0.18279360120393964,0.14463591285044872,0.09564279837309202,0.21080685722553508,0.17060294273592444,0.10436989962983093,0.09114798798122906,Other_Faults,Pastry
0,0,0,90,0.13897946672987566,0.15585245421426683,0.1148741254557102,0.16469141614291358,0.24646124491054536,0.07757398028940542,0.10156731225728295,Pastry,Pastry
0,0,0,40,0.10340080786701737,0.1323000318332457,0.02569450300267981,0.40302377799101413,0.2705762391040719,0.04692095470229796,0.0180836854996731,Other_Faults,Pastry
0,0,0,149,0.21950634308674896,0.1662975419827033,0.09117345124147666,0.12935491572469004,0.25295189793442724,0.060639123304174924,0.08007672672577879,Pastry,Pastry
0,0,0,89,0.187507474150764,0.15429013587870524,0.08717119834672878,0.20671116926374278,0.20114480368045232,0.09756297771909629,0.06561224096051055,Other_Faults,Pastry
0,0,0,141,0.17055058387743022,0.15203062829334363,0.013153538354995319,0.19104720414197487,0.2588691940433309,0.04565714345624291,0.16869170783268223,Pastry,Pastry
0,0,0,52,0.19228501079649057,0.08934227057355447,0.03703667603961259,0.17770807802663652,0.23440301686660675,0.042275701961813905,0.2269492457352852,Pastry,Pastry
0,0,0,128,0.11963733067966181,0.1362251793915529,0.05340867461063963,0.29672598738961,0.32947264681721,0.04306493429801898,0.021465246813306672,Pastry,Pastry
0,0,0,63,0.283243215660013,0.07625511813614469,0.019083339847000412,0.29115548891447857,0.18218137104313514,0.06648779211875286,0.08159367428047537,Other_Faults,Pastry
0,0,0,36,0.07307643340688254,0.08106404368171655,0.19042607516883467,0.20049772232583046,0.20998135664079592,0.09286989065153416,0.15208447812440565,Pastry,Pastry
0,0,0,79,0.07319300993604887,0.15244150717054475,0.21351184739827658,0.1188413462443259,0.32014304525507264,0.056229462157235136,0.06563978183849617,Pastry,Pastry
0,0,0,55,0.2974629539578874,0.1282294905748702,0.011355636203546135,0.23252350089406165,0.20918731787960868,0.04652883313262033,0.07471226735740559,Bumps,Pastry
0,0,0,56,0.3036890972105827,0.08924432328524705,0.049761849779108615,0.27165635869211446,0.09441846598080855,0.1017034960800123,0.0895264089721264,Bumps,Pastry
0,0,0,152,0.11334537165867474,0.09653939226792904,0.0404388352093686,0.17593691140461565,0.11192852551026183,0.06785407191933535,0.3939568920298147,Z_Scratch,Pastry
0,0,0,20,0.070770563764315,0.07938963214042218,0.08834536270698887,0.39901191147831544,0.2603615358501016,0.054609053794989926,0.04751194026486675,Other_Faults,Pastry
0,0,0,210,0.10727533837540523,0.08097644398560559,0.048012877765732064,0.1575060879543049,0.11548789315075636,0.03491770392432456,0.45582365484387133,Z_Scratch,Z_Scratch
0,0,0,296,0.15341978338416973,0.08136082610901821,0.04135209692237407,0.17501331817888344,0.08502858377753088,0.05488475479333381,0.4089406368346898,Z_Scratch,Z_Scratch
0,0,0,196,0.12627820717805036,0.07112914910351657,0.0205419106416153,0.1646737962419711,0.11743741993984799,0.06575332681980696,0.4341861900751917,Z_Scratch,Z_Scratch
0,0,0,175,0.14887632575217746,0.07114256443939548,0.07149799432438586,0.1754623717260062,0.08086431025838008,0.044429489539816416,0.40772694395983855,Z_Scratch,Z_Scratch
0,0,0,307,0.10669096288866839,0.12351828373512437,0.0710615263361903,0.13613540687033623,0.14988111010831967,0.030330768660764673,0.3823819414005964,Z_Scratch,Z_Scratch
0,0,0,171,0.11354234502071686,0.08132873106801507,0.035723233580387495,0.147265171255364,0.13950467231739103,0.04931223440890064,0.43332361234922484,Z_Scratch,Z_Scratch
0,0,0,215,0.20711551879495102,0.07595328613013465,0.12614552414509272,0.1801619740972836,0.0511918947026621,0.041830963085878435,0.31760083904399744,Z_Scratch,Z_Scratch
0,0,0,341,0.06158469646093117,0.1536583506498378,0.01657257143963099,0.42296176574523375,0.1719511783914693,0.08780354574923552,0.08546789156366134,Other_Faults,Z_Scratch
0,0,0,264,0.2144414598621812,0.05046456918656134,0.08943367084071294,0.19799194842362539,0.028862413703821144,0.0755689055542112,0.3432370324288867,Z_Scratch,Z_Scratch
0,0,0,222,0.14014843227447485,0.10889875896564376,0.06569863679183252,0.15571599623973922,0.12503536960088843,0.03407218041265382,0.3704306257147674,Z_Scratch,Z_Scratch
0,0,0,277,0.18726453132981444,0.07131734785438275,0.06205294469283367,0.15658938288272561,0.08731812718975504,0.06047560247002909,0.3749820635804593,Z_Scratch,Z_Scratch
0,0,0,272,0.12868848431441712,0.06067942347206412,0.08061409286032865,0.2575768619535528,0.039526145258044584,0.10209884355564096,0.3308161485859518,Z_Scratch,Z_Scratch
0,0,0,221,0.21031238738780844,0.06369914203964183,0.061910105776075856,0.19216619895119474,0.05307185957850091,0.08961366065611008,0.32922664561066817,Z_Scratch,Z_Scratch
0,0,0,338,0.09663464087116276,0.1110833740637813,0.033823372765542516,0.4193129463520313,0.16709267846242784,0.09049822633316343,0.08155476115189078,Other_Faults,Z_Scratch
0,0,0,162,0.21849024210813464,0.05875102033279902,0.06933240803888777,0.15392414717369227,0.04295705786173091,0.11272413834267841,0.3438209861420769,Z_Scratch,Z_Scratch
0,0,0,199,0.2579052553601406,0.07429337429267857,0.07022837904053492,0.18521309805037584,0.04802765435906702,0.12072353782214802,0.2436087010750551,Bumps,Z_Scratch
0,0,0,192,0.16807012150133416,0.11347629407828158,0.01386803977796815,0.19310281093021467,0.11494905928690766,0.08167856145543782,0.3148551129698559,Z_Scratch,Z_Scratch
0,0,0,176,0.12883214584254127,0.09376691136486859,0.03117439760504862,0.20802288123078297,0.08957214430116132,0.07292663221874887,0.3757048874368484,Z_Scratch,Z_Scratch
0,0,0,265,0.12847721336410436,0.092687556881275,0.050643509368824204,0.1784586673438235,0.09248234805483489,0.04261705833670942,0.4146336466504285,Z_Scratch,Z_Scratch
0,0,0,759,0.1713562220258163,0.07662394780178311,0.05530134143310157,0.2619132847402432,0.07220277656836019,0.28084746075978456,0.08175496667091099,Stains,Stains
0,0,0,760,0.2250272269136737,0.08374785251151154,0.06483295212087482,0.22316379223323565,0.08301948919010363,0.2410327242475344,0.07917596278306627,Stains,Stains
0,0,0,764,0.1543805549939362,0.07534553252916633,0.08052031989385601,0.2778785465085471,0.0712046100464699,0.26974671109443693,0.07092372493358749,Other_Faults,Stains
0,0,0,741,0.1982074511623536,0.11826230628132833,0.09000480494143238,0.22750736778189737,0.12412213844967798,0.14626255465430302,0.09563337672900736,Other_Faults,Stains
0,0,0,766,0.11466104682203934,0.08981746232977117,0.03215798924665561,0.32633247129629106,0.06382716170351152,0.30763197659898817,0.06557189200274313,Other_Faults,Stains
0,0,0,799,0.1043401099839832,0.07671502651038485,0.08511103451834479,0.33107412064740593,0.05097776532062578,0.2412626198524595,0.11051932316679589,Other_Faults,Stains
0,0,0,752,0.16334553007191202,0.10112590400538071,0.05874145759805176,0.28586363808442133,0.08047896857099825,0.2609149013177469,0.04952960035148918,Other_Faults,Stains
0,0,0,749,0.20121088182764102,0.08083262433626838,0.05878582037512415,0.2590265302268706,0.06727502825566363,0.2762183968263817,0.0566507181520505,Stains,Stains
0,1,0,871,0.10567398772180181,0.08178281291587655,0.0696179424004393,0.4983472274774853,0.14176986534245828,0.05633552916948227,0.04647263497245663,Other_Faults,Bumps
0,1,0,1252,0.37179680621528666,0.10605263735116412,0.16835638483298537,0.12125393538812296,0.14271810565403806,0.07255548976967527,0.01726664078872755,Bumps,Bumps
0,1,0,1213,0.2898070549887885,0.07662964055883574,0.03448527054588886,0.26090264142407404,0.039332017249371784,0.09249184270289744,0.2063515325301437,Bumps,Bumps
0,1,0,912,0.4238359322488453,0.06688871555795221,0.05536727954913047,0.18094220320224932,0.10517011938158019,0.08393548583045388,0.0838602642297887,Bumps,Bumps
0,1,0,1100,0.09706795250024525,0.08669504305225782,0.019973479414438517,0.4464007516582914,0.12761703501006164,0.12788417765419943,0.09436156071050611,Other_Faults,Bumps
0,1,0,1081,0.09750625249724963,0.14330482057855384,0.10309977154847261,0.20294962823682353,0.1995167812034708,0.0970704562604283,0.1565522896750013,Other_Faults,Bumps
0,1,0,1151,0.17128725135520712,0.06141558340347213,0.22074407293669143,0.24105412430085751,0.08583645143966678,0.026898862806675247,0.1927636537574299,Other_Faults,Bumps
0,1,0,885,0.10146152312281724,0.05530800847050537,0.33551909110088446,0.21405724485279964,0.05015245441671282,0.11986063332232355,0.12364104471395683,K_Scratch,Bumps
0,1,0,1044,0.3779983841956797,0.06307097974150377,0.04332239393799499,0.2255132121690716,0.10576752803493951,0.09222356194245432,0.0921039399783563,Bumps,Bumps
0,1,0,1014,0.4163644443936974,0.08693549711472526,0.028603064368062894,0.14828851049941763,0.0975525987153899,0.06679553859388818,0.1554603463148187,Bumps,Bumps
0,1,0,1154,0.16689958574448144,0.0689371811456971,0.12712592520753024,0.34576235413903317,0.06745269165459711,0.054503418851953166,0.16931884325670768,Other_Faults,Bumps
0,1,0,908,0.41772642345024813,0.06806413756433413,0.033708893862865415,0.21723577806138133,0.09614243035779332,0.1049666333334692,0.062155703369908395,Bumps,Bumps
0,1,0,1079,0.2600932882197716,0.07926982395348607,0.06839540694857396,0.23626554392932014,0.09522840812998393,0.192386726760859,0.0683608020580054,Bumps,Bumps
0,1,0,955,0.427272179565127,0.07465065821042455,0.03510801802800894,0.19722048404527753,0.11998261284854636,0.07189344937781299,0.07387259792480273,Bumps,Bumps
0,1,0,982,0.20424100728077962,0.10637594530818405,0.06649673555001678,0.2657015818527124,0.13143944466758503,0.14062067100046888,0.08512461434025329,Other_Faults,Bumps
0,1,0,1236,0.25837078757788384,0.09891348475682406,0.06039463456761139,0.3072307376456284,0.04068027678860537,0.060271022401070115,0.17413905626237686,Other_Faults,Bumps
0,1,0,918,0.3009105431008598,0.09076579542425682,0.02492123482216599,0.23077779653686936,0.2049426666481073,0.059518700105044585,0.08816326336269613,Bumps,Bumps
0,1,0,1028,0.33260336232109405,0.060711148123836975,0.1227848236823199,0.21994133788269787,0.09414442530756506,0.06054726934069536,0.10926763334179074,Bumps,Bumps
0,1,0,1036,0.33172215135281086,0.06861987055859319,0.0375913209129743,0.2555527945400415,0.14950703251216674,0.06008232807089216,0.09692450205252139,Bumps,Bumps
0,1,0,1118,0.14423597513307182,0.07600320193039296,0.16804332102538233,0.2671698657613657,0.07412813723808893,0.16810200183959487,0.10231749707210343,Other_Faults,Bumps
0,1,0,971,0.06190300277112963,0.13779377745485435,0.09014844908830041,0.18640418864851252,0.20946736927147558,0.10101488073823257,0.21326833202749493,Z_Scratch,Bumps
0,1,0,1057,0.3708337209987022,0.08063262779483843,0.030542480936200756,0.2295944881587177,0.08914480890246265,0.11311810983225884,0.08613376337681962,Bumps,Bumps
0,1,0,973,0.14538978595634566,0.09780325467623643,0.1355341943364684,0.20458275635485995,0.1306565036437863,0.14154930522116965,0.14448419981113356,Other_Faults,Bumps
0,1,0,1127,0.16874145156677936,0.08974466504951148,0.12472402356742106,0.27737868386372155,0.10169158141049874,0.13747139561398636,0.10024819892808141,Other_Faults,Bumps
0,1,0,1227,0.31683258443444745,0.07841964577962787,0.03724224550881616,0.26560345410199354,0.045684765674001426,0.06507405194945774,0.1911432525516558,Bumps,Bumps
0,1,0,1267,0.3614075030679894,0.07883413590862691,0.03682128559849728,0.27611802894347776,0.07052467638107167,0.041235298804423275,0.13505907129591374,Bumps,Bumps
0,1,0,879,0.2839364490281706,0.08524727482064386,0.06929097176659176,0.26340963746386953,0.1776541379118449,0.10359588021201292,0.016865648796866584,Bumps,Bumps
0,1,0,930,0.258764940606766,0.04998758166562214,0.2116557803307065,0.15518264738607832,0.10359688174248352,0.054681321686550204,0.16613084658179322,Bumps,Bumps
0,1,0,1063,0.4383098320033478,0.06292616889210145,0.04917338512153932,0.18965148552029396,0.10576662409460202,0.0907828738274122,0.06338963054070312,Bumps,Bumps
0,1,0,963,0.35302006426659444,0.05842847806072174,0.08775497156570825,0.19771258001879838,0.10142684441137369,0.08948883985668263,0.1121682218201208,Bumps,Bumps
0,1,0,951,0.34895403753567306,0.05628791884419664,0.014448294828310641,0.22496618903151333,0.18897202936674737,0.07645389158486687,0.08991763880869202,Bumps,Bumps
0,1,0,924,0.3537392877377068,0.06693455193311819,0.027316948132114743,0.24318121481297733,0.14683811993022233,0.06839024530720372,0.09359963214665705,Bumps,Bumps
0,1,0,945,0.38240542034820163,0.07238035600451315,0.025010003368067142,0.26381146756065327,0.08714961028772349,0.10418439511142646,0.06505874731941477,Bumps,Bumps
0,1,0,1115,0.0494809160135009,0.07628434371930085,0.1758206774439071,0.4071174860751984,0.039655710655934144,0.13395910403167516,0.11768176206048354,Other_Faults,Bumps
0,1,0,910,0.432667685228903,0.07625857432155957,0.02619655767802045,0.1956465279284073,0.11990979233651983,0.07634867228404599,0.07297219022254395,Bumps,Bumps
0,1,0,892,0.28504085909234683,0.11114657316630061,0.01263261042189574,0.2387659132437607,0.18426740597383073,0.0668740810269782,0.10127255707488712,Bumps,Bumps
0,1,0,938,0.29545425128984293,0.08534058555823903,0.013636382358682928,0.27132920432663216,0.16759205179588402,0.06872236581774124,0.0979251588529775,Bumps,Bumps
0,1,0,972,0.131379252781112,0.08831109012137911,0.18940534646663568,0.16470547175042838,0.14599944550170982,0.13200405834444218,0.14819533503429283,K_Scratch,Bumps
0,1,0,1145,0.38278038142644605,0.0609895286033593,0.047251906521294185,0.22321968579491364,0.15966876900692895,0.05169794253056784,0.07439178611649,Bumps,Bumps
0,1,0,1140,0.295199097248424,0.04298192235549269,0.10414018090833184,0.2071689864233696,0.1212303344441388,0.06325709211703893,0.1660223865032042,Bumps,Bumps
0,1,0,893,0.365105443299529,0.07449346151566777,0.023093422910565514,0.23495229917200786,0.09340109191833008,0.13003305034435023,0.07892123083954955,Bumps,Bumps
0,1,0,1507,0.08191198283400544,0.13871854506700212,0.057261663945984816,0.4123603537466788,0.14184211946574338,0.08006782432861968,0.08783751061196582,Other_Faults,Other_Faults
0,1,0,1424,0.349636980228346,0.07662636824966147,0.03933931764085338,0.18185751308782208,0.07451627414235983,0.0796241429615654,0.19839940368939185,Bumps,Other_Faults
0,1,0,1785,0.15187745495086524,0.08988448527551528,0.16805460846172993,0.30086334677145166,0.06159660710159821,0.11789524482657744,0.10982825261226224,Other_Faults,Other_Faults
0,1,0,1389,0.08647221144274893,0.09252443085243013,0.22214953679358534,0.33785915404518196,0.06556708815347849,0.13627714576949337,0.05915043294308175,Other_Faults,Other_Faults
0,1,0,1316,0.18319729801509352,0.0960167762566915,0.12223864649082981,0.2696460407240227,0.08535395078640906,0.14747647975490974,0.09607080797204359,Other_Faults,Other_Faults
0,1,0,1727,0.1029827532048087,0.07045823057471876,0.17399254145298773,0.23478384640674962,0.10554313759443111,0.12181281527508879,0.19042667549121534,Other_Faults,Other_Faults
0,1,0,1412,0.3935713357665662,0.06792424299897731,0.03594702525957718,0.24212431368457915,0.09848598489111,0.0842919833375522,0.07765511406163778,Bumps,Other_Faults
0,1,0,1396,0.20525617284767309,0.1037249677186031,0.1047897289645495,0.2784075077272347,0.17597294123297863,0.08285287600259574,0.048995805506365245,Other_Faults,Other_Faults
0,1,0,1630,0.280328519697787,0.08606757965902725,0.017693090352229723,0.2694435161887609,0.19079946051999852,0.059240427825723314,0.0964274057564734,Bumps,Other_Faults
0,1,0,1789,0.19983934641391393,0.08301470906135619,0.016518193505464424,0.28270355434922156,0.10558994009816425,0.09164212179594143,0.2206921347759383,Other_Faults,Other_Faults
0,1,0,1444,0.41080605572451345,0.06891594824783023,0.09749645589075398,0.18300405143496107,0.1005383248399921,0.043711161245977084,0.09552800261597225,Bumps,Other_Faults
0,1,0,1506,0.10751399225491619,0.10693605094176968,0.04488697949047596,0.4247320185196702,0.10285148050623523,0.11723263438850455,0.09584684389842825,Other_Faults,Other_Faults
0,1,0,1796,0.18533961817154454,0.08688320652993298,0.07885358668413513,0.29329160687888656,0.06164310131336083,0.22815835203174958,0.06583052839039044,Other_Faults,Other_Faults
0,1,0,1838,0.07466414487799673,0.07988751603203087,0.2790389281147882,0.3304874778714831,0.055236168199996064,0.09604123183969136,0.08464453306401368,Other_Faults,Other_Faults
0,1,0,1854,0.21741807941020808,0.08720234394855601,0.07196761225535121,0.3674787240853498,0.10222444682015021,0.10901978623004849,0.04468900725033604,Other_Faults,Other_Faults
0,1,0,1649,0.128791360510702,0.10166195272416473,0.05863357804048729,0.34864890086256195,0.12920652857712212,0.1329933163303021,0.10006436295465979,Other_Faults,Other_Faults
0,1,0,1814,0.2864700531517621,0.10045342844421444,0.022293691262075453,0.2856225392127882,0.1543604144828193,0.04025483851094305,0.11054503493539733,Bumps,Other_Faults
0,1,0,1408,0.38656597556636496,0.06514902279712827,0.04170673846614421,0.2521579920836664,0.08519791800039193,0.09209388882145297,0.07712846426485127,Bumps,Other_Faults
0,1,0,1700,0.0711668217694229,0.1405805307054431,0.02196729289818719,0.4478651820883582,0.1484369007645537,0.062375447547502655,0.10760782422653221,Other_Faults,Other_Faults
0,1,0,1862,0.19179615232498765,0.07291475518347418,0.10815249343663182,0.24341215438051378,0.16824275904723668,0.11059233725965577,0.10488934836750005,Other_Faults,Other_Faults
0,1,0,1334,0.12324280249991763,0.11128098189838567,0.09610078289080398,0.2640306613964309,0.11333528111363031,0.11856595621515668,0.17344353398567477,Other_Faults,Other_Faults
0,1,0,1390,0.039164947706747444,0.06609773577485582,0.4821948648622349,0.26328745238840806,0.0386804015921702,0.07151168154217577,0.039062916133407954,K_Scratch,Other_Faults
0,1,0,1645,0.15733725185238423,0.15656267123878623,0.07164783688545398,0.2162034655211966,0.18260310524606815,0.11344085824817866,0.1022048110079321,Other_Faults,Other_Faults
0,1,0,1774,0.19706457395616753,0.08815944246089441,0.20601586462929763,0.2705527954578546,0.04475589215539698,0.12529510081986442,0.06815633052052429,Other_Faults,Other_Faults
0,1,0,1666,0.25347318564825594,0.08151607667364896,0.0874307019250616,0.3545325064253823,0.0820972098128244,0.05495948955979539,0.08599082995503153,Other_Faults,Other_Faults
0,1,0,1556,0.09689352382614208,0.08732383552557282,0.32756818994209463,0.184426049878885,0.12659754572438156,0.15781601035168666,0.019374844751237165,K_Scratch,Other_Faults
0,1,0,1268,0.23627983184080625,0.08618630417425947,0.14388297912091383,0.21139898952434819,0.1392918677330561,0.13271215857035465,0.050247869036261564,Bumps,Other_Faults
0,1,0,1729,0.10542948194572398,0.06428709310650241,0.17192466359650013,0.24903178484760016,0.08450972673477887,0.13121004460538935,0.19360720516350502,Other_Faults,Other_Faults
0,1,0,1913,0.0713698981467984,0.07946416606634459,0.17119018281236997,0.33869204829852306,0.04618581903902252,0.18638114274018408,0.10671674289675741,Other_Faults,Other_Faults
0,1,0,1671,0.3773836225416018,0.07847811308215447,0.025896525508413884,0.29667069748313973,0.05293815082875624,0.04833951783501499,0.12029337272091893,Bumps,Other_Faults
0,1,0,1628,0.3920123221884275,0.08119561464404856,0.02130817909341816,0.22706847404774522,0.13941569273620572,0.06984817509834904,0.0691515421918059,Bumps,Other_Faults
0,1,0,1605,0.3636232044928866,0.08234969830657027,0.05734470733022372,0.24896843062020887,0.12294046826934404,0.03895710635793268,0.08581638462283381,Bumps,Other_Faults
0,1,0,1923,0.12131918416141184,0.0768542622273943,0.21905871508267705,0.20239584832672022,0.058619873259591435,0.1389165921698296,0.18283552477237555,K_Scratch,Other_Faults
0,1,0,1311,0.0884227771091145,0.0943091607155966,0.07659237098656274,0.29599478532658385,0.2814926654292264,0.07967048239676823,0.08351775803614771,Other_Faults,Other_Faults
0,1,0,1675,0.3242911446896873,0.055485907155843554,0.03212857805774254,0.2759386007746986,0.07188905790777977,0.11142671178294761,0.12883999963130063,Bumps,Other_Faults
0,1,0,1293,0.06833918412040799,0.07421765857776925,0.06256459169111465,0.44357557767668915,0.218354589215356,0.07489135358793186,0.05805704513073117,Other_Faults,Other_Faults
0,1,0,1799,0.18390974080865127,0.0668654528980747,0.003975743244686852,0.44153917632553114,0.05359089217960321,0.06644347179193727,0.18367552275151564,Other_Faults,Other_Faults
0,1,0,1479,0.08485188746012554,0.09187156988033857,0.009570815248704699,0.5679261002675596,0.1652836335796863,0.049754313074541937,0.030741680489043403,Other_Faults,Other_Faults
0,1,0,1704,0.03426441810285702,0.12306909221544042,0.06590896150218267,0.4124679040499792,0.1618661415545904,0.04070241398507169,0.16172106858987856,Other_Faults,Other_Faults
0,1,0,1653,0.15447546247861485,0.11059961510909225,0.18025925713994118,0.20023702389303444,0.14879639712891718,0.09867215239486916,0.10696009185553093,Other_Faults,Other_Faults
0,1,0,1559,0.25426220730490856,0.10626283211698952,0.01779153521719392,0.3354214665788135,0.11787388422107409,0.05626181420556282,0.11212626035545768,Other_Faults,Other_Faults
0,1,0,1606,0.315467771999361,0.09646247216563274,0.01004533145753909,0.25627162574953266,0.16481577939984607,0.0674187601462519,0.0895182590818364,Bumps,Other_Faults
0,1,0,1367,0.20293190769267705,0.08790285874010222,0.02899935507154185,0.3482774770932145,0.05684021131118549,0.12415096369093537,0.1508972264003436,Other_Faults,Other_Faults
0,1,0,1388,0.09265195704305058,0.10263335553029616,0.14558105395065973,0.3757368374074717,0.05589647721209546,0.16880382014693587,0.05869649870949055,Other_Faults,Other_Faults
0,1,0,1935,0.0851181023138024,0.08140627737123696,0.32554299072191545,0.24409214570247922,0.04577806636472552,0.10495792323549183,0.11310449429034851,K_Scratch,Other_Faults
0,1,0,1537,0.20226604084521074,0.08161092929724079,0.028674869992439365,0.4118706027928808,0.09268587094054079,0.11142368063533051,0.07146800549635697,Other_Faults,Other_Faults
0,1,0,1794,0.23629773797056894,0.08941098655853055,0.018956187135020435,0.2819658022175441,0.10603254711054598,0.07586172369592857,0.1914750153118615,Other_Faults,Other_Faults
0,1,0,1295,0.0994332463070989,0.050420038663203964,0.10257535822522258,0.4274928696858428,0.1948646800098101,0.08031913808552259,0.04489466902329901,Other_Faults,Other_Faults
0,1,0,1387,0.07180803340057344,0.09053059395068185,0.23030366081607137,0.38769053308333207,0.042809691889846235,0.12239213778867726,0.054465349070817765,Other_Faults,Other_Faults
0,1,0,1485,0.06793411711414662,0.08455078332977119,0.02128950951426328,0.538431477159127,0.1772297666592792,0.0497595077530362,0.06080483847037654,Other_Faults,Other_Faults
0,1,0,1874,0.16274509385857153,0.07606663522459849,0.08838762178584282,0.36651167403625046,0.11327077343238408,0.10593007776284409,0.08708812389950855,Other_Faults,Other_Faults
0,1,0,1523,0.05421782964353883,0.09178309288497165,0.1321035437679773,0.23243542861460129,0.17641801025571688,0.10560989098550222,0.20743220384769184,Other_Faults,Other_Faults
0,1,0,1812,0.12268501161447003,0.11370718703370301,0.09364233472830154,0.36043370366567695,0.03892939031928132,0.19054021684302383,0.08006215579554345,Other_Faults,Other_Faults
0,1,0,1888,0.19945678262866595,0.0900597721091125,0.006635510255958942,0.32943197354642456,0.21967436734877918,0.040546833809015415,0.11419476030204341,Other_Faults,Other_Faults
0,1,0,1608,0.4119070756848099,0.06128682698378397,0.02590846060181228,0.22760565694636678,0.10062106215576658,0.09162693954310701,0.08104397808435364,Bumps,Other_Faults
0,1,0,1423,0.2931173011848758,0.07885235714225844,0.05643294828610551,0.22828879497837692,0.05100578964474216,0.07755850355359964,0.2147443052100416,Bumps,Other_Faults
0,1,0,1755,0.221857928530622,0.06528978192067827,0.05625532903936315,0.17821019649079936,0.06273178674329677,0.08700024227475509,0.3286547350004853,Z_Scratch,Other_Faults
0,1,0,1418,0.23914266526336495,0.0944154534751142,0.058782498690669295,0.12387352519748446,0.11715266600529968,0.07067071265641398,0.2959624787116534,Z_Scratch,Other_Faults
0,1,0,1308,0.20249103986246816,0.08757660437789136,0.03701460748410748,0.23844307847148127,0.18929899080885781,0.05261974306768014,0.19255593592751385,Other_Faults,Other_Faults
0,1,0,1561,0.049144643257703804,0.06597863250154308,0.08787767965580508,0.45306933466028976,0.060309987884654026,0.18708232118039697,0.09653740085960726,Other_Faults,Other_Faults
0,1,0,1517,0.1292004937177701,0.07677955977196971,0.035886444928655684,0.1628036514988803,0.31555448243872497,0.04014521571691286,0.2396301519270863,Pastry,Other_Faults
0,1,0,1797,0.23183802935106962,0.052245714159647634,0.007662284315457397,0.43046258192593123,0.04286040940226416,0.0840136737076318,0.15091730713799814,Other_Faults,Other_Faults
0,1,0,1282,0.30585628730913395,0.07534745788898814,0.012265727694660618,0.2703893553108663,0.16588677923393705,0.06059691767126122,0.10965747489115277,Bumps,Other_Faults
0,1,0,1674,0.06640786818793527,0.11889999960142901,0.0814051393049908,0.18892784564077747,0.18162260942875294,0.10180740137233443,0.2609291364637802,Z_Scratch,Other_Faults
0,1,0,1680,0.13838750617335463,0.08604565557657588,0.016196248565725067,0.16082367050167595,0.12825103765767087,0.02651839773101982,0.4437774837939777,Z_Scratch,Other_Faults
0,1,0,1903,0.1776081151880177,0.0835832883884581,0.029225678831599572,0.4981371650286057,0.08073391281083228,0.08698708678365429,0.043724752968832346,Other_Faults,Other_Faults
0,1,0,1409,0.40805884614500026,0.062230925349143276,0.02525789174905874,0.24978150914105043,0.10759014729693497,0.08780538882217709,0.05927529149663523,Bumps,Other_Faults
0,1,0,829,0.10892763206182549,0.14920392644591732,0.039454926618915726,0.2731884945807876,0.18833141431089667,0.13257731857469507,0.10831628740696207,Other_Faults,Dirtiness
0,1,0,814,0.07699472797428208,0.13331554209613927,0.038053010809972504,0.35611110625995956,0.20336534749711666,0.08996137021674659,0.10219889514578337,Other_Faults,Dirtiness
0,1,0,856,0.1113671617878523,0.19435944122792875,0.044664710521581996,0.2810515132978588,0.2024543447924411,0.06856204165553953,0.0975407867167976,Other_Faults,Dirtiness
0,1,0,862,0.14505542178413988,0.15966234508747298,0.04508349755060581,0.28675744109321943,0.18548489467936669,0.10246225930918432,0.0754941404960108,Other_Faults,Dirtiness
0,1,0,861,0.13918109570930648,0.1555799480026175,0.03141991641116901,0.3074991575086523,0.1535101663227056,0.11942958837072756,0.09338012767482158,Other_Faults,Dirtiness
0,1,0,721,0.10689666569579837,0.09173847786339996,0.4749474483059078,0.13660815826985262,0.08225864432127547,0.053324581573927,0.054226023969838805,K_Scratch,K_Scratch
0,1,0,607,0.04546359383724946,0.06554596884346126,0.5607832415462259,0.12146050417166607,0.06147444578408155,0.06528719745639007,0.07998504836092582,K_Scratch,K_Scratch
0,1,0,572,0.053990241411945014,0.072750366660632,0.23249577124187706,0.32731935263115247,0.04259617393367433,0.13803727125222842,0.13281082286849072,Other_Faults,K_Scratch
0,1,0,530,0.03982922182336044,0.06110197526425078,0.5526241714199941,0.13322655344866852,0.06373797234819546,0.06599405336303,0.08348605233250077,K_Scratch,K_Scratch
0,1,0,562,0.05036329488327719,0.060002452800041746,0.5467289945567847,0.12773369944279214,0.06782328492493161,0.06849559171948746,0.07885268167268517,K_Scratch,K_Scratch
0,1,0,655,0.05359725337404643,0.0644442387087611,0.5533874734989737,0.12086782459334898,0.06388612435876258,0.0690325582652809,0.07478452720082622,K_Scratch,K_Scratch
0,1,0,692,0.052561733348571595,0.07119902573519885,0.5613854565079666,0.11701669771214504,0.06264602089219747,0.062281006344591376,0.07291005945932907,K_Scratch,K_Scratch
0,1,0,490,0.06308111106815396,0.06440045824989366,0.6365636853957884,0.05271079300137313,0.05681973811676948,0.05695220202950389,0.06947201213851752,K_Scratch,K_Scratch
0,1,0,403,0.017903272477916333,0.059093968224460156,0.6836592460097684,0.06426911849468096,0.04144695013911134,0.10345585029938771,0.030171594354675105,K_Scratch,K_Scratch
0,1,0,705,0.06029202113868498,0.07480068160280093,0.5577042765496246,0.11868245504700195,0.07448031402607477,0.05608313758895353,0.05795711404685921,K_Scratch,K_Scratch
0,1,0,446,0.05897244319055757,0.0602825233736461,0.6275558300900036,0.06045769508480827,0.04842550921129447,0.0631120605020537,0.08119393854763629,K_Scratch,K_Scratch
0,1,0,555,0.05281363203449393,0.05745273262619883,0.522844347125637,0.1429996675183269,0.06781097961221666,0.07565224711241322,0.08042639397071334,K_Scratch,K_Scratch
0,1,0,610,0.04956562041514159,0.06521553718744247,0.5579270379887221,0.1197807525440648,0.06203270283293167,0.06638406310212576,0.07909428592957157,K_Scratch,K_Scratch
0,1,0,658,0.0516788417289084,0.06599687406383635,0.5592468960374648,0.11946467190797752,0.06488377445084001,0.0651925910832851,0.07353635072768784,K_Scratch,K_Scratch
0,1,0,601,0.04754985889884915,0.06355559110886863,0.5717089331440687,0.11184904622481492,0.06412013621590736,0.06436942422352111,0.07684701018397021,K_Scratch,K_Scratch
0,1,0,406,0.04491843341634753,0.06542725409391102,0.6576841658013071,0.03833234971114711,0.06787569808618854,0.05076294059913885,0.07499915829195991,K_Scratch,K_Scratch
0,1,0,719,0.10045950486131296,0.0826046970062727,0.48835954992264563,0.1497037003413205,0.07453857476290628,0.054559339891317504,0.04977463321422452,K_Scratch,K_Scratch
0,1,0,731,0.07727358127016253,0.056479492590032904,0.44639405578725416,0.22061841596081191,0.0987273776925612,0.061602412740057164,0.03890466395912003,K_Scratch,K_Scratch
0,1,0,569,0.048553857062291206,0.06079027121858584,0.5598460046616308,0.12095615585605883,0.06619410446032722,0.0652604128679684,0.07839919387313757,K_Scratch,K_Scratch
0,1,0,523,0.1045545413752414,0.07126510222072281,0.40141454469301235,0.20363439155955687,0.04921607061809538,0.04837940808667489,0.12153594144669636,K_Scratch,K_Scratch
0,1,0,506,0.07110110914391875,0.06250531795746765,0.6003113528113915,0.07870100816043012,0.05286949099529124,0.04401951093918951,0.09049220999231124,K_Scratch,K_Scratch
0,1,0,639,0.05316720529029096,0.06437860780190933,0.5685283167506485,0.11053850043524757,0.06725187985389212,0.06519707558085143,0.07093841428716012,K_Scratch,K_Scratch
0,1,0,663,0.05080950030543102,0.06853849663069114,0.5608565802053554,0.1149169486421557,0.0629458410641843,0.06494286295719884,0.07698977019498361,K_Scratch,K_Scratch
0,1,0,462,0.05620521981942777,0.06784418154436075,0.6328784353741475,0.046788598823986075,0.0755018432890698,0.044818189975186974,0.07596353117382114,K_Scratch,K_Scratch
0,1,0,702,0.060186512722091544,0.07499886856487518,0.5563537266701174,0.11811339839079979,0.06941164812776358,0.057022150965502096,0.0639136945588504,K_Scratch,K_Scratch
0,1,0,625,0.05187794226028306,0.0646331528328053,0.5651215398716118,0.10880420796154992,0.0653054890720784,0.06670304532485759,0.07755462267681411,K_Scratch,K_Scratch
0,1,0,722,0.0970892515014183,0.08463269759419051,0.4750891436476031,0.16021143198020224,0.07591252981103133,0.05606671649967887,0.05099822896587558,K_Scratch,K_Scratch
0,1,0,634,0.04771814291009755,0.06628642290010026,0.566563455701029,0.1157061666763767,0.06661035148876628,0.06444340287188795,0.07267205745174245,K_Scratch,K_Scratch
0,1,0,408,0.019186898878429837,0.06257522411888491,0.6775147179772525,0.06927883755274299,0.04055020005763737,0.09718491536921736,0.033709206045834925,K_Scratch,K_Scratch
0,1,0,443,0.050180493632581674,0.06352847633420929,0.660142463888297,0.04040109154502712,0.049918690933085694,0.06217302183448353,0.07365576183231567,K_Scratch,K_Scratch
0,1,0,683,0.04843105460656827,0.0709306910099031,0.5601965072009197,0.12185665128388762,0.06296990456209407,0.06019329640399957,0.07542189493262767,K_Scratch,K_Scratch
0,1,0,493,0.062142190625149946,0.064599686876706,0.6246164627870582,0.06479841739182092,0.052033872270055764,0.055949428211166115,0.07585994183804302,K_Scratch,K_Scratch
0,1,0,501,0.05481131535318996,0.06865297476681115,0.5486401594449578,0.12581146116833292,0.08047993043210282,0.059675318208856305,0.06192884062574897,K_Scratch,K_Scratch
0,1,0,671,0.048795724439118546,0.06890848460406927,0.5464198466112852,0.13305051888062422,0.060554469161862,0.06364374299471476,0.07862721330832617,K_Scratch,K_Scratch
0,1,0,450,0.05350792059138566,0.06318172822578837,0.620199887844365,0.06828449716768399,0.05391117088543662,0.06479251375973895,0.07612228152560147,K_Scratch,K_Scratch
0,1,0,495,0.06642627382119522,0.06451645821520532,0.6067920145257237,0.06930541282218468,0.06051899979755503,0.04404540515252097,0.08839543566561518,K_Scratch,K_Scratch
0,1,0,519,0.05578083807633825,0.06866674150638327,0.5481611857616273,0.12825734387104584,0.08011033861022987,0.05837389116885718,0.060649661005518316,K_Scratch,K_Scratch
0,1,0,496,0.06993234731149833,0.061798979664924356,0.6153201878652144,0.06716596598690024,0.054687123924384726,0.04447746892296578,0.08661792632411211,K_Scratch,K_Scratch
0,1,0,520,0.08436664090906404,0.060144219346111576,0.6003130117098029,0.07169615477551751,0.05709383509375493,0.04346768222248083,0.0829184559432683,K_Scratch,K_Scratch
0,1,0,109,0.16398255235365586,0.11720860352693217,0.08957552297956209,0.22102683025245767,0.20248210771349345,0.12463656874392257,0.08108781442997633,Other_Faults,Pastry
0,1,0,45,0.2158072385449627,0.12422494417080655,0.010793479233919868,0.22959798953386137,0.26667168503746447,0.038050927137757,0.11485373634122817,Pastry,Pastry
0,1,0,44,0.23834626956183913,0.10001524769375073,0.021072128270688845,0.2335333095012753,0.17905060430915443,0.06594111016770794,0.16204133049558353,Bumps,Pastry
0,1,0,15,0.10141428202014553,0.13803747840587707,0.0580403074447149,0.3388054841975571,0.28404646631512886,0.04918200000941547,0.030473981607161055,Other_Faults,Pastry
0,1,0,139,0.15480262863850658,0.13683249880196854,0.030143073370963,0.30645239882566633,0.24870586749154439,0.09578862673002624,0.02727490614132478,Other_Faults,Pastry
0,1,0,23,0.05969855080524761,0.08285690534925651,0.07261502640939169,0.43057220516508443,0.25000422580780846,0.05768078229575915,0.046572304167452075,Other_Faults,Pastry
0,1,0,144,0.2515372212732084,0.10741267104495092,0.1301735483369573,0.16112347878641148,0.15450182241686952,0.12593091430433698,0.06932034383726542,Bumps,Pastry
0,1,0,41,0.13609970561770585,0.13596943406275336,0.08575392040608912,0.22781540411918677,0.2504631002291569,0.08447560748575807,0.07942282807934994,Pastry,Pastry
0,1,0,87,0.17293929676958722,0.12999936760433353,0.09745410396659693,0.21218905101690594,0.23098525607642184,0.09337837792005567,0.06305454664609875,Pastry,Pastry
0,1,0,83,0.028329355387154004,0.11101960962166171,0.4463300146412418,0.04584743716840621,0.22068490055530304,0.0344404094268599,0.11334827319937336,K_Scratch,Pastry
0,1,0,11,0.074974726874439,0.12930323124984136,0.02421413751531456,0.43498138012401033,0.2107259647694138,0.06366279630320805,0.06213776316377296,Other_Faults,Pastry
0,1,0,122,0.1342741480806604,0.1124285303440158,0.03803695545546288,0.3577473900483562,0.2634579012537337,0.06718641509737792,0.026868659720393272,Other_Faults,Pastry
0,1,0,77,0.16431633197210785,0.10130900017201448,0.05802142770648775,0.14962965733884923,0.14134887348715602,0.05841800407176572,0.3269567052516189,Z_Scratch,Pastry
0,1,0,35,0.21625758249339438,0.13537728309998728,0.07928550691689827,0.19270079069514617,0.237552166392069,0.09348365728735411,0.045343013115150904,Pastry,Pastry
0,1,0,13,0.10566144034100708,0.1200530610934193,0.03917866233985889,0.34397957362615916,0.30221390598219755,0.05302629354768521,0.035887063069672716,Other_Faults,Pastry
0,1,0,112,0.1290212475546397,0.1004158999365023,0.023685779220371943,0.3080699968945789,0.32125630702872116,0.08248009962263987,0.03507066974254593,Pastry,Pastry
0,1,0,321,0.15505843357460644,0.09330508064299192,0.0537792856054296,0.1465823054181124,0.1306934593609401,0.042494492449912595,0.37808694294800693,Z_Scratch,Z_Scratch
0,1,0,303,0.18780558157787652,0.05986830123065771,0.043407829944361244,0.17353190003549362,0.06507847777985024,0.07652797451333719,0.39377993491842345,Z_Scratch,Z_Scratch
0,1,0,217,0.11037686640311248,0.10413038072825802,0.13485792736467805,0.14152227314151014,0.10704672422298571,0.0272058173141542,0.37486001082530135,Z_Scratch,Z_Scratch
0,1,0,337,0.07161610086200133,0.07562744194682278,0.240831410185048,0.32592943125265417,0.034881817803062105,0.12468642289607863,0.126427375054333,Other_Faults,Z_Scratch
0,1,0,228,0.21475456908207707,0.06445297789642122,0.09426472678816056,0.15070595424161906,0.05161474220464023,0.08914620504970229,0.33506082473737964,Z_Scratch,Z_Scratch
0,1,0,249,0.22318167270796826,0.06907750233309749,0.04868667028482493,0.14374807372033024,0.07404553100525586,0.07519105110145581,0.36606949884706735,Z_Scratch,Z_Scratch
0,1,0,184,0.10155746611586133,0.052703311741250716,0.38966245585447135,0.12062485094763238,0.021854265810779396,0.024579908846473656,0.2890177406835313,K_Scratch,Z_Scratch
0,1,0,274,0.2154286451172615,0.06108159916617881,0.04828085044490595,0.2054893379803113,0.0379725949781355,0.13100115229515283,0.300745820018054,Z_Scratch,Z_Scratch
0,1,0,207,0.14636913739372656,0.10922018381259894,0.06451492385890752,0.17141875215770316,0.11402566375297328,0.039511476225637554,0.35493986279845285,Z_Scratch,Z_Scratch
0,1,0,285,0.24205001329059722,0.057080390393436466,0.059678719450667876,0.17318866894644921,0.052802915253531764,0.09369577832652108,0.3215035143387964,Z_Scratch,Z_Scratch
0,1,0,293,0.2440408453595661,0.05102085658809989,0.04619547933093283,0.15161394520310273,0.07878932094996596,0.08836028368188516,0.3399792688864473,Z_Scratch,Z_Scratch
0,1,0,255,0.21840834441637294,0.08472950660851801,0.027348297548032096,0.1989267724553458,0.07118265110449182,0.07513172278297543,0.32427270508426387,Z_Scratch,Z_Scratch
0,1,0,251,0.2471128426824483,0.07005405167985418,0.02772297313485304,0.18958870885694873,0.05572413166361023,0.0893639054963209,0.3204333864859646,Z_Scratch,Z_Scratch
0,1,0,331,0.08397530015456357,0.07562845977950851,0.24590849394867365,0.24833381085267384,0.04922287335319679,0.1406916285870166,0.15623943332436704,Other_Faults,Z_Scratch
0,1,0,329,0.21819940585128444,0.087746864294068,0.019148632273384477,0.2654650001654184,0.10098791867454288,0.08645351178744896,0.22199866695385279,Other_Faults,Z_Scratch
0,1,0,245,0.14486351637730832,0.06686169251969239,0.07718708689151832,0.22527194727864336,0.050759724177834545,0.1147673935957624,0.3202886391592406,Z_Scratch,Z_Scratch
0,1,0,254,0.2012514510281288,0.05487042999892611,0.06657441394213308,0.18670996615305707,0.03939794796771778,0.11736537589425283,0.3338304150157844,Z_Scratch,Z_Scratch
0,1,0,177,0.19549731968597683,0.062364946335518257,0.0426654318399338,0.1849502058009675,0.06465969426984076,0.09512830807526916,0.35473409399249367,Z_Scratch,Z_Scratch
0,1,0,275,0.13780869130003862,0.07277058000365129,0.16903481996315692,0.18921376476609572,0.05691985097330646,0.071653451182769,0.30259884181098196,Z_Scratch,Z_Scratch
0,1,0,761,0.12426769893162437,0.07850028386167048,0.05817331721533934,0.3222529112605878,0.06823341304795486,0.2824633416784125,0.06610903400441057,Other_Faults,Stains
0,1,0,804,0.10291118013391598,0.0903383180372294,0.07571698566087484,0.30061481588404065,0.0519344426566321,0.24986178120761504,0.128622476419692,Other_Faults,Stains
0,1,0,782,0.2025708986873369,0.09116571265504368,0.11160088070321589,0.20237963824276142,0.08409402795630594,0.24684603850524175,0.06134280325009438,Stains,Stains
0,1,0,791,0.1405207836261098,0.07406645794224022,0.090837566152345,0.25282436667550784,0.05903788890104237,0.2629877417498928,0.119725194952862,Stains,Stains
0,1,0,758,0.20732477559015478,0.07626664564675378,0.10002429140668681,0.22636540515414585,0.06682220450882564,0.22776823283824635,0.0954284448551866,Stains,Stains
0,1,0,790,0.22034813044239085,0.08449751824374661,0.09456702468238337,0.21680537868114763,0.07948609311109181,0.2577483180571259,0.04654753678211383,Stains,Stains
0,1,0,742,0.1230130731990038,0.09637366902917788,0.10106148902991466,0.32951660305421077,0.07514103798051565,0.21441042309999955,0.060483704607177724,Other_Faults,Stains
0,2,0,902,0.33027101832205236,0.04806070667775367,0.083335476257683,0.20986493313700344,0.08386586288776711,0.09362126591222927,0.15098073680551113,Bumps,Bumps
0,2,0,1015,0.33751149316822376,0.0897568495111822,0.02086802096614128,0.20948284212800736,0.0903412702152425,0.08886164295408379,0.16317788105711917,Bumps,Bumps
0,2,0,1037,0.29768689740048593,0.08844690501211298,0.013820977580240838,0.36126672420407174,0.09848306006513516,0.06766161019194378,0.07263382554600951,Other_Faults,Bumps
0,2,0,878,0.09575289804290174,0.14308872195729755,0.09980494882903192,0.18975963974065577,0.194927446000882,0.12244402526003836,0.15422232016919268,Pastry,Bumps
0,2,0,921,0.4006541376270901,0.05408285248193609,0.10314521508855762,0.1900346071372141,0.0839966044660146,0.08422104953281227,0.0838655336663751,Bumps,Bumps
0,2,0,1199,0.10547545322595753,0.07899569812196906,0.07542385223869735,0.39588734692131555,0.02772684927423067,0.08895310030627208,0.22753769991155767,Other_Faults,Bumps
0,2,0,1034,0.1619021863335387,0.049655995235724545,0.00834183970190997,0.3896798805398822,0.12670819509832595,0.06539962520986657,0.19831227788075206,Other_Faults,Bumps
0,2,0,1105,0.1117162748189113,0.1279128193681902,0.03184664029213318,0.4098754322052264,0.1363818754924916,0.11730914207206775,0.06495781575097957,Other_Faults,Bumps
0,2,0,1000,0.16793229111350705,0.0901691461685229,0.08031828550061401,0.32451804379895643,0.10779308342563765,0.027858832609110873,0.20141031738365095,Other_Faults,Bumps
0,2,0,987,0.24041485943776678,0.10550223612358665,0.015628397455715995,0.2557935802035579,0.22920437205485303,0.04510622710338351,0.10835032762113615,Other_Faults,Bumps
0,2,0,890,0.3307348960220817,0.061138599408267554,0.06500804703464416,0.2131541079583222,0.10341912056450757,0.07194164518458825,0.15460358382758863,Bumps,Bumps
0,2,0,1069,0.34479332325944256,0.07021027317344726,0.04841745501543038,0.18452803848546886,0.05439746850862874,0.1390358386896829,0.15861760286789928,Bumps,Bumps
0,2,0,990,0.24147757905619663,0.1187500701980654,0.012497667507599746,0.27122445022507874,0.1873730362869168,0.05747953258465971,0.11119766414148306,Other_Faults,Bumps
0,2,0,1226,0.31342488742147934,0.0775703554628332,0.02774133023609708,0.26616210174459226,0.04377407714569061,0.07347127882853373,0.19785596916077378,Bumps,Bumps
0,2,0,1060,0.38196206453877835,0.06778716787731807,0.03845489774259394,0.23763909609330405,0.0861207088153024,0.11987772383124826,0.06815834110145484,Bumps,Bumps
0,2,0,1039,0.357564547549878,0.06274373897933802,0.022660721096227972,0.27391509212596754,0.08025408695308968,0.1286024112481655,0.07425940204733335,Bumps,Bumps
0,2,0,876,0.12442488632985331,0.13016880623737917,0.07892867242309723,0.25199849384829226,0.23467042327950444,0.10360317689520818,0.07620554098666535,Other_Faults,Bumps
0,2,0,1003,0.38368914335428006,0.06338566612751133,0.03157378496026746,0.27343452094293585,0.10054553552355644,0.09682750163912597,0.05054384745232297,Bumps,Bumps
0,2,0,1053,0.36980155689421695,0.062015973721679725,0.042681562179686314,0.24381059222024268,0.08557125364889602,0.114291558014207,0.08182750332107126,Bumps,Bumps
0,2,0,1143,0.28311494575789703,0.06118057641493842,0.060821216927551665,0.22786404122865683,0.16923224589482436,0.05646666817762766,0.1413203055985041,Bumps,Bumps
0,2,0,898,0.39435654237041295,0.06279686423614597,0.04764958785440692,0.19213930143591257,0.09515563360864975,0.10428084452403516,0.1036212259704367,Bumps,Bumps
0,2,0,1152,0.09603461897927652,0.060288802671248885,0.4034932316471873,0.23929464150801913,0.03175099091715118,0.026703983883206665,0.1424337303939103,K_Scratch,Bumps
0,2,0,961,0.37254796377672705,0.05532454743811633,0.06290257093547101,0.1823951275325467,0.10796694447238424,0.07810110719433337,0.14076173865042135,Bumps,Bumps
0,2,0,1170,0.3928350762766123,0.060006750069524536,0.06909347121023628,0.20707072204407492,0.11441122957907283,0.10129279785113268,0.055289952969346426,Bumps,Bumps
0,2,0,1009,0.3494335531736882,0.06477337705921954,0.06184377623904609,0.19855053899632139,0.07565667368530785,0.08847352693233071,0.1612685539140864,Bumps,Bumps
0,2,0,953,0.24522253389399046,0.1138026544571158,0.023303298895735253,0.2608288425467341,0.24094390508665123,0.02507880265544723,0.09081996246432575,Other_Faults,Bumps
0,2,0,1189,0.16647621513133387,0.13683536478027072,0.06782183708203238,0.23355863099051405,0.1414419538607404,0.15866495210702375,0.09520104604808481,Other_Faults,Bumps
0,2,0,1055,0.3712529720136436,0.07510813507110584,0.03819513153448739,0.24565769111423985,0.11198298605287235,0.06739798449063199,0.09040509972301895,Bumps,Bumps
0,2,0,1204,0.3544545344681582,0.07105135974897735,0.050836439136742136,0.17448573943159706,0.06602657522688302,0.1183068191021537,0.16483853288548841,Bumps,Bumps
0,2,0,1206,0.2521407889364912,0.07238002201514113,0.03360659890425986,0.2900992408192494,0.04140245028210015,0.10412032565379782,0.20625057338896038,Other_Faults,Bumps
0,2,0,1207,0.2884651000436514,0.07762495531877472,0.03512690171908033,0.24431389156186206,0.05161098866889386,0.11136520326947456,0.19149295941826305,Bumps,Bumps
0,2,0,964,0.3312680579956342,0.07057508728995818,0.049465582642017336,0.223488011350287,0.13888780784915916,0.06990154210644105,0.11641391076650302,Bumps,Bumps
0,2,0,1090,0.21484628444248857,0.09733669054503372,0.11343615383672484,0.21749586084252293,0.12857650139517518,0.15598557737524696,0.07232293156280789,Other_Faults,Bumps
0,2,0,996,0.22108367096087733,0.07959821380566791,0.07652213562539509,0.334646471390957,0.10375332150759893,0.0855430685920849,0.0988531181174188,Other_Faults,Bumps
0,2,0,886,0.13926404277638765,0.0904635779385512,0.13252214395664055,0.317613008015269,0.07226456614930855,0.1919787022726269,0.055893958891216115,Other_Faults,Bumps
0,2,0,1148,0.19788487353138637,0.05997772287041611,0.1517929940948186,0.306518551651929,0.043485874967764494,0.05026905698684441,0.19007092589684108,Other_Faults,Bumps
0,2,0,1130,0.2159391718881337,0.08579016181777764,0.13517799842704847,0.21897506127941854,0.07682603959095974,0.1693143342699774,0.09797723272668468,Other_Faults,Bumps
0,2,0,1045,0.3330644303217566,0.05493706274985076,0.06215730866692524,0.21881638537812353,0.08859552138874374,0.08430184882947565,0.15812744266512452,Bumps,Bumps
0,2,0,1231,0.19862874669215674,0.09185815489660519,0.04967265559744263,0.37350837052021824,0.044313807604118634,0.0816935384635954,0.16032472622586333,Other_Faults,Bumps
0,2,0,1242,0.3445879756803793,0.09299907718414294,0.17596970406298892,0.15461843651155951,0.09264855652516443,0.09713165774935732,0.0420445922864075,Bumps,Bumps
0,2,0,1466,0.2061025747348939,0.06300521232426112,0.15835152979218178,0.21734934184471438,0.13777537841549464,0.15907260408067966,0.05834335880777452,Other_Faults,Other_Faults
0,2,0,1470,0.21467384915790813,0.08588985692960846,0.08799260778240696,0.261289815872114,0.19596856376353852,0.11699423741961598,0.03719106907480803,Other_Faults,Other_Faults
0,2,0,1786,0.1510345163108798,0.08336219508724407,0.16100501617011134,0.27988074191733014,0.06738615667762096,0.17598846747217212,0.08134290636464152,Other_Faults,Other_Faults
0,2,0,1590,0.09057285689669874,0.10700213422746946,0.03237328348624832,0.42547722072818156,0.24417034796141246,0.06462762608099593,0.035776530618993545,Other_Faults,Other_Faults
0,2,0,1756,0.16916303562006024,0.09820054725057832,0.03186665961154105,0.14887339650861783,0.13831469471977853,0.06944244826614622,0.3441392180232778,Z_Scratch,Other_Faults
0,2,0,1438,0.37031570134507674,0.06314019199247156,0.03694690205328192,0.2889872190144062,0.09852963161872565,0.08684942277612565,0.055230931199912424,Bumps,Other_Faults
0,2,0,1319,0.15776718909918724,0.1560748091052371,0.08789053315507674,0.2267057622721252,0.16166208544263036,0.12482107833805288,0.0850785425876905,Other_Faults,Other_Faults
0,2,0,1809,0.2915505388330246,0.06911002646349208,0.024866122615319623,0.31688970156412855,0.2020549695973012,0.0437565997890878,0.05177204113764617,Other_Faults,Other_Faults
0,2,0,1726,0.09874990284211056,0.09484253368992768,0.14908516212534267,0.20447468474753863,0.14892069102893965,0.11062539512204428,0.19330163044409657,Other_Faults,Other_Faults
0,2,0,1425,0.3162204662441188,0.07106510930860524,0.048371145295145024,0.17228407957506556,0.07920757976464532,0.10244691999652072,0.21040469981589913,Bumps,Other_Faults
0,2,0,1781,0.18080979729779278,0.07967857620621398,0.17061702099005593,0.24214902750724154,0.065108968283621,0.16053584047445596,0.10110076924061892,Other_Faults,Other_Faults
0,2,0,1357,0.17835873103348,0.10210239499173192,0.1432333499848598,0.31173464493706476,0.03997055939659227,0.1308739917362772,0.0937263279199941,Other_Faults,Other_Faults
0,2,0,1356,0.05469312653572153,0.07652729101768592,0.28577866414472747,0.3959480546441759,0.0343575093722609,0.09457967901669033,0.05811567526873815,Other_Faults,Other_Faults
0,2,0,1304,0.04402793579110826,0.11182382088856387,0.036105312240157623,0.434150658298944,0.24121759258921088,0.05998285487636233,0.07269182531565312,Other_Faults,Other_Faults
0,2,0,1624,0.1603820563058621,0.0952764797668435,0.050424124213403185,0.24918467677581968,0.15186117637595353,0.035445174599231404,0.2574263119628865,Z_Scratch,Other_Faults
0,2,0,1914,0.09218190802223152,0.087069681902061,0.14541049534399184,0.32326281188804773,0.04736621786942351,0.20090029989535757,0.10380858507888685,Other_Faults,Other_Faults
0,2,0,1353,0.2132241025564131,0.08347048037221781,0.13772971502888176,0.224638221684159,0.09062646765824751,0.20446101989789436,0.04584999280218651,Other_Faults,Other_Faults
0,2,0,1833,0.14884363117245727,0.09798904400699092,0.07572237095475029,0.45334787817042,0.05026199970063354,0.13854446689040445,0.03529060910434345,Other_Faults,Other_Faults
0,2,0,1599,0.14539017628449802,0.10817807626297443,0.07886590295609533,0.2877270537864187,0.1675658242808637,0.11071529781697496,0.10155766861217479,Other_Faults,Other_Faults
0,2,0,1496,0.1417256808515519,0.06934576793340505,0.013898371919066593,0.525281260148636,0.16076543673066845,0.07080589502216972,0.01817758739450235,Other_Faults,Other_Faults
0,2,0,1275,0.2547535083616838,0.05111550710423711,0.02928506081198555,0.33486365274365965,0.08463629376704859,0.13101606184477255,0.11432991536661274,Other_Faults,Other_Faults
0,2,0,1852,0.06315067633974754,0.09063461518815856,0.16801947264030645,0.4484785723436966,0.043451570946487605,0.14064749020577255,0.04561760233583048,Other_Faults,Other_Faults
0,2,0,1638,0.4052837683572924,0.06638684622361571,0.057877053095565796,0.19821227984797452,0.11236126935862381,0.10610419570406261,0.05377458741286513,Bumps,Other_Faults
0,2,0,1778,0.12301439260962636,0.0869535733406076,0.17703715605603984,0.30993381251987473,0.06458781318980063,0.14460888083991663,0.09386437144413415,Other_Faults,Other_Faults
0,2,0,1845,0.10293274482631773,0.12107848549532123,0.1171965564131124,0.3752619188742404,0.1144884453464805,0.10085242434738634,0.0681894246971415,Other_Faults,Other_Faults
0,2,0,1497,0.08421489796503523,0.08428338901079035,0.026203975678911237,0.5040238412129162,0.19803528992066677,0.05882943796146604,0.0444091682502142,Other_Faults,Other_Faults
0,2,0,1551,0.1551002099375325,0.11687164737843518,0.08185234901028716,0.24888090843083396,0.15845230410779612,0.15159373009115115,0.08724885104396415,Other_Faults,Other_Faults
0,2,0,1586,0.1596244329005694,0.056103176855988576,0.04813012979219328,0.30316042334523924,0.02964624295760059,0.10460478276059934,0.29873081138780955,Other_Faults,Other_Faults
0,2,0,1895,0.2728458567808237,0.08214192352020573,0.05421186610939872,0.39318175978195863,0.06300121999169177,0.0753497333738146,0.059267640442106855,Other_Faults,Other_Faults
0,2,0,1773,0.16823270961655376,0.08895706040362565,0.14244005350697053,0.3129624096208953,0.03488056366840561,0.16004478816702186,0.09248241501652743,Other_Faults,Other_Faults
0,2,0,1346,0.19959881419895562,0.0645298801163459,0.19891603081424292,0.2035453957753432,0.22050228684374548,0.07876817959086733,0.03413941266049957,Pastry,Other_Faults
0,2,0,1733,0.12819009558119301,0.05732747182917043,0.24419345621343075,0.19168558634431979,0.06204953744383021,0.16102800286745905,0.15552584972059685,K_Scratch,Other_Faults
0,2,0,1343,0.14245683358977643,0.09314249595633745,0.05506298128482619,0.40056613029123994,0.13297647718103947,0.11976645106012103,0.05602863063665955,Other_Faults,Other_Faults
0,2,0,1707,0.0330850023806783,0.13475080507509704,0.08424029999725675,0.41951304198188016,0.14690289245962826,0.04043416153929803,0.1410737965661614,Other_Faults,Other_Faults
0,2,0,1331,0.16546523924485307,0.1288924775583567,0.0671892390502134,0.2646718273084542,0.13684582791828487,0.14436617475287827,0.09256921416695961,Other_Faults,Other_Faults
0,2,0,1421,0.31356148931011546,0.07943581509475851,0.061965036281673755,0.21753597006349162,0.060299470801674665,0.08152280253632141,0.18567941591196477,Bumps,Other_Faults
0,2,0,1741,0.21046357190002776,0.0948994190699632,0.19358590082414223,0.28273558608801974,0.08121964395212762,0.09917797978157714,0.03791789838414249,Other_Faults,Other_Faults
0,2,0,1627,0.34148291145484877,0.06681405415612378,0.04325752666331128,0.26908942746264025,0.06674879824817091,0.09094825588292005,0.12165902613198502,Bumps,Other_Faults
0,2,0,1701,0.07266993165985317,0.08217847301862968,0.044835045183373466,0.4819360270250299,0.07515127450276105,0.084707643292348,0.15852160531800472,Other_Faults,Other_Faults
0,2,0,1890,0.2909074431594287,0.06898152788366496,0.02525962461941321,0.3906371814390778,0.04584373743207554,0.08766890922914895,0.09070157623719094,Other_Faults,Other_Faults
0,2,0,1699,0.0801084371670532,0.14456186197272627,0.01844803357638854,0.4449716315012119,0.17075739900595174,0.06705716243600955,0.0740954743406589,Other_Faults,Other_Faults
0,2,0,1545,0.2498735027840959,0.09656214274843018,0.12800534172393055,0.2152854402053366,0.09016055704095416,0.14189982337555376,0.07821319212169876,Bumps,Other_Faults
0,2,0,1317,0.14902060561965919,0.1401708842272643,0.06277314347308374,0.281705370497798,0.10237661504841447,0.1475268757729005,0.11642650536087987,Other_Faults,Other_Faults
0,2,0,1454,0.27675161799686726,0.09645148429628778,0.064515892740829,0.24695641909907898,0.2094278436933588,0.08804147959908387,0.01785526257449423,Bumps,Other_Faults
0,2,0,1811,0.10652006866063397,0.1322894804883284,0.03627537732279583,0.3927125976033563,0.16626268261323798,0.10054880725749238,0.06539098605415504,Other_Faults,Other_Faults
0,2,0,1313,0.03732520018852197,0.1244559067659153,0.05770046233808947,0.3140579777097132,0.23483451472426817,0.04632069985959517,0.18530523841389676,Other_Faults,Other_Faults
0,2,0,1315,0.043601661878429926,0.11902678214889993,0.03888231946476921,0.37028853199681083,0.18421063226280593,0.0719211693403371,0.1720689029079471,Other_Faults,Other_Faults
0,2,0,1782,0.06742751304114111,0.08118329855008537,0.3391419672215896,0.3086881577273266,0.04791744563003791,0.08341900801375458,0.07222260981606492,K_Scratch,Other_Faults
0,2,0,1652,0.17700187006817297,0.10427114514786275,0.13456412217691108,0.1918027199645771,0.1999354585753068,0.11929164239374575,0.07313304167342359,Pastry,Other_Faults
0,2,0,1846,0.08873751823850341,0.13465965709010225,0.10314236429554444,0.35075812721661886,0.10857369366877358,0.11517165828508033,0.09895698120537719,Other_Faults,Other_Faults
0,2,0,1272,0.06386720521434633,0.163569299318848,0.15250289891708557,0.20410412038184278,0.2624773851567643,0.05547541432406301,0.09800367668705011,Pastry,Other_Faults
0,2,0,1362,0.08717141236493388,0.07765277027824415,0.2047855283749069,0.44750665965670017,0.06213898456880194,0.09675517884971813,0.02398946590669499,Other_Faults,Other_Faults
0,2,0,1582,0.11810997440207743,0.09290056742314413,0.03358008078943505,0.21732672759645327,0.23027372514527503,0.027700605765182986,0.2801083188784321,Z_Scratch,Other_Faults
0,2,0,1372,0.19996662979875637,0.08447394744254924,0.03694321030503985,0.3153165416130861,0.05099135960948174,0.11094929248766383,0.20135901874342274,Other_Faults,Other_Faults
0,2,0,1329,0.1307861422491444,0.14495452980896928,0.07539089630181062,0.2902835749084721,0.14245900659503974,0.11464865638439634,0.10147719375216754,Other_Faults,Other_Faults
0,2,0,1934,0.08178616540281752,0.07727819794845965,0.24642969454246944,0.24841021330004573,0.05184884778290153,0.12856278107812724,0.16568409994517883,Other_Faults,Other_Faults
0,2,0,1410,0.36787324135224464,0.07349615825839866,0.020389458795625,0.25225673623994094,0.08075590276261892,0.13084209317642082,0.0743864094147511,Bumps,Other_Faults
0,2,0,1442,0.36543394739512913,0.04962461808477616,0.07103112709944691,0.2376030511553309,0.10801062782640622,0.060548850948846024,0.10774777749006471,Bumps,Other_Faults
0,2,0,1534,0.332061011473396,0.06609930936270635,0.014716712940977332,0.2333756788833564,0.20779621760924508,0.05913925031586756,0.08681181941445122,Bumps,Other_Faults
0,2,0,1573,0.19349328117387088,0.15269518972759055,0.04793136178595863,0.20919976259341283,0.27007298108305916,0.02422895559256234,0.10237846804354546,Pastry,Other_Faults
0,2,0,1402,0.17518656345191133,0.06684983970985031,0.08591086335825272,0.41265491354307354,0.09647689002937088,0.11607000714508002,0.04685092276246131,Other_Faults,Other_Faults
0,2,0,1349,0.185453850388823,0.0713352055584624,0.021360304036050513,0.28298669999005904,0.1109183212847481,0.05657311632817189,0.271372502413685,Other_Faults,Other_Faults
0,2,0,1509,0.20894834295445808,0.10144231438689713,0.044141726480142814,0.370361987801615,0.15093303146705014,0.0947444941644635,0.02942810274537339,Other_Faults,Other_Faults
0,2,0,1763,0.03650414214243378,0.06524219164236951,0.1918148019607239,0.47124795054801377,0.03460972782459533,0.0893864942259396,0.11119469165592401,Other_Faults,Other_Faults
0,2,0,1732,0.13466034178550573,0.06897863375725871,0.2045940398564277,0.17370184989400764,0.14758197199147474,0.1252678851856084,0.14521527752971705,K_Scratch,Other_Faults
0,2,0,1644,0.2935264897422124,0.15623726210482625,0.031110151460887314,0.20069079942358148,0.17745607092187932,0.10899389983764365,0.03198532650896944,Bumps,Other_Faults
0,2,0,1377,0.09066357956798546,0.07262397593942549,0.5523148939906788,0.167442522362089,0.03546767267574781,0.03609281509325813,0.045394540370815244,K_Scratch,Other_Faults
0,2,0,1691,0.048567052179345205,0.06872515683755766,0.07882887102944518,0.47404187404529347,0.06512154815675149,0.15663251800333752,0.10808297974826954,Other_Faults,Other_Faults
0,2,0,833,0.25634365820428284,0.08815467777953823,0.046723218347278814,0.38926660349641323,0.11502322246417827,0.07195668837680812,0.032531931331500376,Other_Faults,Dirtiness
0,2,0,815,0.07327541266895085,0.1548450419484011,0.05774690158269683,0.3125682865844274,0.2524230212819104,0.05912315762987936,0.09001817830373401,Other_Faults,Dirtiness
0,2,0,819,0.1029448794957527,0.1537179107080703,0.04804401939181508,0.2639183544740411,0.20928071184673075,0.11833317508514771,0.10376094899844245,Other_Faults,Dirtiness
0,2,0,849,0.1082980650325428,0.19711627776102622,0.04492546549589885,0.2891096458022556,0.19953608761209232,0.07661477618373971,0.08439968211244459,Other_Faults,Dirtiness
0,2,0,832,0.27889885604622877,0.08316930301972687,0.03946049083184626,0.39075689632255667,0.09392816914059735,0.07283954364112177,0.0409467409979223,Other_Faults,Dirtiness
0,2,0,409,0.04643090639268871,0.06527200967133098,0.662978296512976,0.03721677728054461,0.06499760516760869,0.05151268945515988,0.07159171551969111,K_Scratch,K_Scratch
0,2,0,379,0.24861913787373585,0.08440223740592387,0.24184393389168596,0.1764814442457362,0.09409252809326354,0.1251979242868609,0.029362794202793707,Bumps,K_Scratch
0,2,0,402,0.049577804258398125,0.06325269979838222,0.6651622974029391,0.034849732633280936,0.06345530305495348,0.05088910681925937,0.07281305603278661,K_Scratch,K_Scratch
0,2,0,544,0.04529369148030668,0.060500369862755095,0.5475960726327989,0.12760800056511842,0.07050181286198862,0.06751538342564391,0.08098466917138858,K_Scratch,K_Scratch
0,2,0,499,0.06936785238152969,0.06493125476654582,0.6001682271424059,0.07429110298308154,0.05994065934290776,0.04320574856453102,0.08809515481899811,K_Scratch,K_Scratch
0,2,0,442,0.05411059495611875,0.06373281405517012,0.6441315268674499,0.04534608939144569,0.05274064974329665,0.06284123681482942,0.07709708817168934,K_Scratch,K_Scratch
0,2,0,534,0.09094778245552586,0.06680205473015484,0.2747440600564363,0.24124809869017738,0.050505303570651694,0.131911551889423,0.14384114860763106,K_Scratch,K_Scratch
0,2,0,392,0.02985475080683098,0.06496532664398849,0.6965066076291525,0.01759311553765604,0.05437446652221079,0.07625668369955592,0.06044904916060535,K_Scratch,K_Scratch
0,2,0,525,0.07407504758535148,0.06440095798493535,0.5664279993633209,0.09381180898772093,0.06873549385136396,0.06036863012704594,0.07218006210026132,K_Scratch,K_Scratch
0,2,0,684,0.09602118681486187,0.07727437721377996,0.2347527577051351,0.2901672709974518,0.055885936701050194,0.13012644222693712,0.11577202834078396,Other_Faults,K_Scratch
0,2,0,400,0.02022764364397121,0.06764345628414432,0.6838519458892797,0.037775164267160495,0.043362099493948085,0.08389314813252163,0.06324654228897472,K_Scratch,K_Scratch
0,2,0,468,0.066913790123242,0.0649569392200379,0.6293925134143956,0.04614243404733703,0.07358966301210229,0.04476385404537927,0.07424080613750592,K_Scratch,K_Scratch
0,2,0,629,0.04751583039230717,0.06588123083443703,0.5687120829654726,0.1110644527018782,0.06480941939583786,0.06435538242100027,0.07766160128906686,K_Scratch,K_Scratch
0,2,0,554,0.0516833763238833,0.05744305499827518,0.5394819793612481,0.12934820361669808,0.07323090755792584,0.07025632795194983,0.07855615019001971,K_Scratch,K_Scratch
0,2,0,733,0.08554037350171675,0.055070399827016114,0.4238547108233375,0.22793714054256572,0.09614620645957656,0.0669913183250089,0.044459850520778284,K_Scratch,K_Scratch
0,2,0,354,0.15683859133199063,0.06711775054733131,0.35393143918716125,0.1895763165912161,0.07201704463284192,0.1120254968199378,0.04849336088952088,K_Scratch,K_Scratch
0,2,0,509,0.0763981095596316,0.06269380161305659,0.6000171374976074,0.07338764766213145,0.056931132774577314,0.04368626993756711,0.08688590095542856,K_Scratch,K_Scratch
0,2,0,653,0.05052917592582828,0.0652068271387695,0.5618486565237132,0.11795270142557661,0.06460566223051444,0.0645289794092694,0.07532799734632858,K_Scratch,K_Scratch
0,2,0,579,0.05150297363559734,0.05701915779130153,0.5633989335242315,0.11835816535804043,0.06954737869573485,0.06709102301324463,0.07308236798184979,K_Scratch,K_Scratch
0,2,0,364,0.21889107342381628,0.0730894665436748,0.2444266263125589,0.18933686753906429,0.11662271458567386,0.12679653133606536,0.030836720259146615,K_Scratch,K_Scratch
0,2,0,563,0.05353996654408442,0.05656842900418535,0.5604060315914865,0.11796188641666686,0.06561074639896021,0.06808877059824686,0.07782416944636976,K_Scratch,K_Scratch
0,2,0,673,0.0587641096256983,0.06106021911503774,0.5605057988841224,0.11909903702680885,0.06824088752966241,0.0652816234909014,0.06704832432776889,K_Scratch,K_Scratch
0,2,0,405,0.04528983005314887,0.060869906224917676,0.6773515957211578,0.03717351387462328,0.04811620313554571,0.055610577168511956,0.07558837382209471,K_Scratch,K_Scratch
0,2,0,466,0.0582654061541461,0.06456947577968981,0.6236952977544225,0.06128192885600873,0.054120939803607465,0.059715967466965794,0.07835098418515955,K_Scratch,K_Scratch
0,2,0,578,0.05464461462192091,0.05524059281877652,0.5646295813441793,0.11269162006472913,0.06805982735377678,0.0701048701273124,0.07462889366930504,K_Scratch,K_Scratch
0,2,0,588,0.05037948427343993,0.05906390015867358,0.5581801902756627,0.1236242238453712,0.06622765511415252,0.0640813282090759,0.07844321812362441,K_Scratch,K_Scratch
0,2,0,528,0.07072067099679845,0.06559703265400263,0.5488997235488349,0.11318343781195067,0.07394001270244623,0.06110814022223711,0.06655098206372999,K_Scratch,K_Scratch
0,2,0,573,0.05104940524601156,0.054761808481567996,0.5642238183343216,0.12142241705853157,0.06775958426591178,0.0681605959748773,0.07262237063877831,K_Scratch,K_Scratch
0,2,0,449,0.10653560156648537,0.068500032696901,0.3644883461525504,0.20427809816691248,0.053682759914464806,0.056866234475587404,0.1456489270270986,K_Scratch,K_Scratch
0,2,0,456,0.0666004963194085,0.06347470899743021,0.6254710961075085,0.05232023702439742,0.06669461791955376,0.045852964293576055,0.07958587933812558,K_Scratch,K_Scratch
0,2,0,350,0.0978525377952656,0.06933364003618199,0.2488303413362897,0.24436545912085736,0.07457168728977978,0.141829674593488,0.12321665982813755,K_Scratch,K_Scratch
0,2,0,445,0.06077273968433039,0.060809466931315705,0.6300022360051415,0.0515706053218566,0.047645912286912694,0.06459973171833555,0.0845993080521077,K_Scratch,K_Scratch
0,2,0,561,0.05180477561582775,0.05525993481522615,0.5266687372375531,0.1446331668793011,0.06693253592583703,0.07341239374319265,0.08128845578306212,K_Scratch,K_Scratch
0,2,0,517,0.06660265263713364,0.06289149039886775,0.5539940833972888,0.11475025319355174,0.07037476987922237,0.06419596743842002,0.0671907830555157,K_Scratch,K_Scratch
0,2,0,510,0.0740073823010426,0.06424954439967168,0.5907734109198194,0.07767978070251634,0.057414745903991246,0.04523274681651131,0.09064238895644763,K_Scratch,K_Scratch
0,2,0,558,0.052467651808065015,0.05616297236958751,0.5358243391137215,0.13745454011112607,0.07028720722348335,0.07044301984642382,0.07736026952759276,K_Scratch,K_Scratch
0,2,0,644,0.07988430125946813,0.07064445728159788,0.4496332804998909,0.16793131250942245,0.03214774887806506,0.0641414028527823,0.13561749671877332,K_Scratch,K_Scratch
0,2,0,464,0.07139102895100684,0.061657264673518015,0.6324834915702346,0.04819267461196861,0.06619379117841474,0.04537495652274448,0.07470679249211265,K_Scratch,K_Scratch
0,2,0,590,0.09489999846124568,0.06319633311264954,0.39796894110392095,0.19530376179301207,0.033400984840454756,0.05548589692056915,0.15974408376814775,K_Scratch,K_Scratch
0,2,0,46,0.31542982063953096,0.09104847013705847,0.01170431549913045,0.2522883230753492,0.1849563077004233,0.06438038054608482,0.08019238240242287,Bumps,Pastry
0,2,0,16,0.04918556589328469,0.10101256279040574,0.2919290989609901,0.20032912163814426,0.2903356146741217,0.03180546693888221,0.035402569104171284,K_Scratch,Pastry
0,2,0,67,0.16995628693370204,0.06634730343218753,0.02403247497181683,0.27810748189649737,0.15712610892884146,0.0674148302108814,0.23701551362607323,Other_Faults,Pastry
0,2,0,151,0.15873679047616282,0.08222805390489529,0.07649518798408572,0.14858021619256687,0.11452839861610116,0.06428441518450259,0.3551469376416854,Z_Scratch,Pastry
0,2,0,71,0.24527294847771336,0.1065174430079939,0.014828391307390183,0.26390572279614993,0.2491055227224931,0.038913967247053934,0.08145600444120557,Other_Faults,Pastry
0,2,0,39,0.11993569214951286,0.08489917896528941,0.030599932556573964,0.46943320821441975,0.2172287999663055,0.060196199717300905,0.017706988430597512,Other_Faults,Pastry
0,2,0,85,0.14120659356336554,0.10757415094993523,0.04369341877057108,0.421882915748062,0.14837033218037582,0.10014136509401339,0.03713122369367687,Other_Faults,Pastry
0,2,0,99,0.1871236599750528,0.09532951690550147,0.07948986462083665,0.2683934632407624,0.2406994587644394,0.09333877925886096,0.03562525723454626,Other_Faults,Pastry
0,2,0,29,0.1465175041057281,0.09226334671241233,0.1916298106468242,0.14362154659398457,0.2608371294034425,0.07685350780788136,0.08827715472972696,Pastry,Pastry
0,2,0,86,0.10001142853259594,0.13120659491331202,0.01613097856850717,0.4486409734841877,0.14028074314453434,0.10887883891622058,0.05485044244064229,Other_Faults,Pastry
0,2,0,106,0.09351209701954949,0.1410423883807368,0.1354769530101284,0.22399051425264307,0.35247517140290374,0.03642868294270393,0.017074192991334437,Pastry,Pastry
0,2,0,58,0.33772398124133685,0.07566596804304587,0.018354882917076338,0.29589087155593924,0.13757140193972084,0.07223969913584798,0.06255319516703281,Bumps,Pastry
0,2,0,17,0.06653287112853164,0.10261679688561069,0.07725907915396871,0.38010925613381774,0.258837249154011,0.04926864306272397,0.0653761044813363,Other_Faults,Pastry
0,2,0,54,0.2910389280150097,0.13351810459844593,0.012189240882632754,0.23145260187680047,0.19197023978678857,0.047993146088342285,0.09183773875198047,Bumps,Pastry
0,2,0,50,0.3288471300359165,0.08826271425787906,0.01547077973140746,0.26500736736853137,0.15679095650325847,0.07444261768706897,0.0711784344159382,Bumps,Pastry
0,2,0,142,0.09293988221356105,0.11719217715199752,0.1352997514235179,0.16978848835713747,0.19875067785357994,0.11033937736590223,0.17568964563430395,Pastry,Pastry
0,2,0,311,0.14516403948030981,0.0935552354416237,0.0393734935292741,0.16338506810753295,0.13221587205638086,0.05539287247592198,0.37091341890895657,Z_Scratch,Z_Scratch
0,2,0,326,0.2047057728161343,0.06705217186236685,0.05446489624294919,0.1610576868015789,0.09602881350332114,0.058469294742456226,0.3582213640311933,Z_Scratch,Z_Scratch
0,2,0,270,0.20109843058702878,0.06156782683243777,0.0513936477489713,0.18023278913973406,0.05620411166546237,0.0836258367909106,0.3658773572354552,Z_Scratch,Z_Scratch
0,2,0,335,0.09857083232948588,0.0858637948144112,0.22619615714223335,0.2574469046882282,0.04648486231913849,0.14100734802627202,0.1444301006802311,Other_Faults,Z_Scratch
0,2,0,201,0.08407808829424622,0.10423998586954657,0.034223542380659694,0.13911042420180947,0.1605298659275907,0.03469792720254229,0.44312016612360505,Z_Scratch,Z_Scratch
0,2,0,195,0.10470105792180602,0.09496179639189714,0.08230401416067669,0.170691000187375,0.11482380494664143,0.03290378179818828,0.39961454459341544,Z_Scratch,Z_Scratch
0,2,0,188,0.2027588985833021,0.06202434804836735,0.05679012189502755,0.20641659850280944,0.053871568102443465,0.14123484176104498,0.27690362310700495,Z_Scratch,Z_Scratch
0,2,0,241,0.20874124485346046,0.0744913280182314,0.04623911307267123,0.18557035769702934,0.061506339777080574,0.07163780148222577,0.3518138150993011,Z_Scratch,Z_Scratch
0,2,0,323,0.10579404074041737,0.11123842307497131,0.07905384537714152,0.1614877425768529,0.1252865088716229,0.02890471648909324,0.38823472286990074,Z_Scratch,Z_Scratch
0,2,0,318,0.19228746707062783,0.0781008576912908,0.053336755756960244,0.16071706473964906,0.08823486326905826,0.06337036029319512,0.3639526311792186,Z_Scratch,Z_Scratch
0,2,0,300,0.18070062968305103,0.0647317990634395,0.029552397506109548,0.1702497871987308,0.07322380873568689,0.08307272874969375,0.39846884906328855,Z_Scratch,Z_Scratch
0,2,0,346,0.06002791345810595,0.1642039591825976,0.10247992056814481,0.34254960410252444,0.2195407933221822,0.039890399829880456,0.0713074095365645,Other_Faults,Z_Scratch
0,2,0,289,0.1957744907252186,0.07105043485133587,0.0712439431054155,0.17313175521020138,0.08146671599018576,0.05108372413276426,0.3562489359848786,Z_Scratch,Z_Scratch
0,2,0,212,0.1314538944140299,0.09745900631567336,0.05679224976062765,0.18215854280289615,0.10477686250099624,0.041964217450342484,0.38539522675543425,Z_Scratch,Z_Scratch
0,2,0,203,0.10108420603254195,0.0889873426543151,0.039606466770370864,0.14237946243001456,0.14194395624883954,0.03631299661709355,0.4496855692468244,Z_Scratch,Z_Scratch
0,2,0,345,0.09494185739622987,0.13408632409931065,0.02722729109244998,0.42054155161028517,0.15458209850476418,0.09536522374192652,0.07325565355503363,Other_Faults,Z_Scratch
0,2,0,297,0.193135642219758,0.07116879328288732,0.04474300903405964,0.13780461773487274,0.12352742094608289,0.06650429684080926,0.3631162199415301,Z_Scratch,Z_Scratch
0,2,0,193,0.22020377925854326,0.10427679316890058,0.03129923284175956,0.2068680040063063,0.07562007795723209,0.07361796429189132,0.288114148475367,Z_Scratch,Z_Scratch
0,2,0,189,0.10971859219417256,0.08092480474450452,0.02957316888060708,0.15126296900809746,0.13683747802993346,0.04545998916585206,0.4462229979768329,Z_Scratch,Z_Scratch
0,2,0,767,0.17867384249015103,0.0628905028649755,0.07848267684752057,0.2990519228913806,0.07005020441828036,0.23795243195812638,0.07289841852956563,Other_Faults,Stains
0,2,0,773,0.18174700845565608,0.08722270162969283,0.07512314463190345,0.24973207073209552,0.07381584147591613,0.27647411843738984,0.05588511463734622,Stains,Stains
0,2,0,775,0.10923272407076338,0.09165441708837548,0.07049481426963934,0.2668985570744254,0.05581679647245317,0.26554250671514573,0.1403601843091975,Other_Faults,Stains
0,2,0,787,0.12672458792381075,0.08274896621531853,0.07135951806592473,0.2572593770204457,0.05718298639207524,0.26866435942914724,0.13606020495327772,Stains,Stains
0,2,0,762,0.175993861106082,0.07701148624361394,0.04771862407635385,0.2812892629271014,0.11653967710062725,0.23163895498560508,0.06980813356061656,Other_Faults,Stains
0,2,0,777,0.12762231529596474,0.08061965829188347,0.09059935134792729,0.32193951530591686,0.0812297087702688,0.2404088042860068,0.05758064670203216,Other_Faults,Stains
0,2,0,808,0.15218893154299337,0.09178707769163348,0.07493694259677307,0.29663849972080897,0.06966439573459426,0.2508902202709898,0.06389393244220697,Other_Faults,Stains
0,3,0,913,0.4234336842706859,0.07289466182932654,0.033257570735929616,0.21141795519675952,0.12893326300434882,0.06777077731823532,0.062292087644714195,Bumps,Bumps
0,3,0,1180,0.38130117340405034,0.06622289669776063,0.04263067630887296,0.2350270087602939,0.15494565073968156,0.051786302785432385,0.06808629130390828,Bumps,Bumps
0,3,0,1005,0.15581819780631523,0.1275792927672249,0.01698921549032851,0.24474908327506367,0.15413806343027533,0.05555033384444728,0.24517581338634503,Z_Scratch,Bumps
0,3,0,1239,0.22582241806142198,0.09460436904426447,0.19504572226183425,0.2140471828649106,0.1220618913514644,0.08653905597387147,0.06187936044223275,Bumps,Bumps
0,3,0,888,0.20818591355931568,0.06319847968399653,0.11977337106536269,0.14057167056918338,0.1132981631533029,0.062253827704053556,0.2927185742647852,Z_Scratch,Bumps
0,3,0,1216,0.26994767998004393,0.07617942068713038,0.04076573897749233,0.28472267554792996,0.03645343417475374,0.08653404471370318,0.20539700591894644,Other_Faults,Bumps
0,3,0,942,0.2565368589356802,0.06318975812661756,0.039340043903228414,0.2014801367178216,0.17741393588854099,0.06290898000833163,0.19913028641977978,Bumps,Bumps
0,3,0,922,0.3144170497160291,0.09580785512759761,0.01232415747685994,0.2267270159609267,0.16967434727806407,0.07916881416199768,0.10188076027852482,Bumps,Bumps
0,3,0,1191,0.21733930702450713,0.07570205180079496,0.16255678156847003,0.18675005780286924,0.07520762409696936,0.2107133739902742,0.07173080371611522,Bumps,Bumps
0,3,0,1192,0.1271550516311238,0.13147032999238845,0.08029805642284962,0.2541487654028807,0.1760624690022294,0.12488241904612876,0.10598290850239912,Other_Faults,Bumps
0,3,0,1089,0.13840113093564665,0.1180077434452016,0.0578986170049256,0.2639763085914561,0.1469149378076683,0.16594312127726174,0.10885814093783998,Other_Faults,Bumps
0,3,0,1171,0.38807779021226835,0.06755295769891644,0.053122906423945106,0.21381945238072797,0.1129110091583743,0.10298562191207511,0.06153026221369259,Bumps,Bumps
0,3,0,970,0.2557147492807431,0.08470174448195933,0.09118142523022153,0.23467601656886145,0.09652291846839142,0.17287276313709005,0.064330382832733,Bumps,Bumps
0,3,0,1102,0.1726196862051158,0.07463962103744758,0.08191142990532023,0.37945948842891186,0.0843542068601599,0.1449954762024329,0.06202009136061169,Other_Faults,Bumps
0,3,0,1113,0.04693657223051479,0.07765056335431231,0.18857091138491058,0.36650729297546925,0.040601139604503934,0.12953962170675987,0.1501938987435292,Other_Faults,Bumps
0,3,0,1071,0.3704488195740994,0.06919513400189278,0.04504587034239219,0.17736078401965227,0.06264766341851602,0.11495078624195146,0.16035094240149572,Bumps,Bumps
0,3,0,1052,0.3447523907844168,0.06120081653953542,0.04519220531578115,0.21427968323358013,0.10113336146050289,0.08681724925576248,0.14662429341042107,Bumps,Bumps
0,3,0,1065,0.37565763595760127,0.07467876243560206,0.03643676070424182,0.24624600148997675,0.12992538251903915,0.07728782090372555,0.05976763598981346,Bumps,Bumps
0,3,0,1255,0.34917432772568374,0.06175818608715401,0.06277312960949791,0.1583487741773388,0.07806268602948507,0.09933224829131405,0.19055064807952637,Bumps,Bumps
0,3,0,984,0.2217244903213235,0.12163618388835223,0.1057652330398509,0.19672465746374304,0.07518797362591365,0.197404597328864,0.0815568643319527,Bumps,Bumps
0,3,0,1193,0.10700611924853647,0.1418766246762356,0.03826731255434992,0.28234709671617875,0.13241650084544032,0.15517799286475664,0.14290835309450217,Other_Faults,Bumps
0,3,0,1110,0.029720572518952052,0.07504279609916956,0.25272632685676455,0.3997255679360923,0.036488826400031704,0.09659826217181353,0.10969764801717631,Other_Faults,Bumps
0,3,0,1202,0.10673878507439691,0.08181241987047097,0.09124731312025136,0.3269508063756653,0.03588286162814381,0.09013868733341618,0.2672291265976556,Other_Faults,Bumps
0,3,0,906,0.29646546196403867,0.06890448638970222,0.06462725991627172,0.18244529172282842,0.18037171083059889,0.059089782196108546,0.14809600698045158,Bumps,Bumps
0,3,0,1187,0.17010300389987998,0.0767096706342305,0.2458244021847843,0.24186844329973106,0.06804285650045698,0.1361331123521604,0.06131851112875684,K_Scratch,Bumps
0,3,0,1086,0.30845559763935493,0.0887418304358677,0.09336063615441814,0.25937429500228143,0.15115804915904824,0.08318308953991327,0.015726502069116407,Bumps,Bumps
0,3,0,1146,0.38585107258414275,0.060580605773980105,0.03434416627532813,0.26042833516471403,0.11499653088475309,0.07050108857237143,0.07329820074471045,Bumps,Bumps
0,3,0,1049,0.37959812631803597,0.0694482845168141,0.03376268792153935,0.23523725826643485,0.07441489394348651,0.11710046056299546,0.09043828847069377,Bumps,Bumps
0,3,0,866,0.3058467379047954,0.04261665248941391,0.10663820383474833,0.22602546216218591,0.12311732197450198,0.059126062346426034,0.13662955928792858,Bumps,Bumps
0,3,0,948,0.33224541353928294,0.06501797687635798,0.0660400679090336,0.30078697833212137,0.09009424313544394,0.03493903932124051,0.11087628088651987,Bumps,Bumps
0,3,0,1233,0.2552329954853392,0.12460618919711342,0.02510292037079539,0.23049639673740677,0.10021491492753493,0.051869497822047035,0.21247708545976338,Bumps,Bumps
0,3,0,1120,0.09525673703446799,0.08871845976574129,0.1466935120293779,0.3278063897238586,0.06162068394737557,0.11208472623460658,0.16781949126457207,Other_Faults,Bumps
0,3,0,1169,0.4066378446054773,0.05753606803529502,0.05909543199063694,0.2079533679916752,0.11525811269890618,0.07950220414667772,0.07401697053133167,Bumps,Bumps
0,3,0,1230,0.22703000146858382,0.09947946492110958,0.03601007776565522,0.3137003100347318,0.05332197079015373,0.09509697947956137,0.17536119554020446,Other_Faults,Bumps
0,3,0,1103,0.10832513673999213,0.13681521146785638,0.03520082417712023,0.4002606001795414,0.138825797087378,0.09691031187438516,0.08366211847372665,Other_Faults,Bumps
0,3,0,920,0.39329258163981623,0.05742278838378295,0.06430027667554898,0.19822900380536085,0.08999869843697335,0.09366566105286385,0.10309099000565371,Bumps,Bumps
0,3,0,1098,0.03000097111746673,0.07901292329329034,0.5574787419092084,0.21850568831226053,0.03696085528294355,0.05700317609139886,0.021037643993431592,K_Scratch,Bumps
0,3,0,1011,0.3607546476919964,0.06646128987461941,0.05394983344462833,0.20703428641115793,0.06771170041832802,0.08932176813273948,0.15476647402653051,Bumps,Bumps
0,3,0,1219,0.26271649682749626,0.08316102353093831,0.030820569478806528,0.2820666427928832,0.05244437512874948,0.10469844958558777,0.18409244265553829,Other_Faults,Bumps
0,3,0,1232,0.2610672169766797,0.08736587696971224,0.04869322218775074,0.3017405874094053,0.035655982947583695,0.07785566322929094,0.18762145027957752,Other_Faults,Bumps
0,3,0,1772,0.10840682311519816,0.09462501932536188,0.1791124293698828,0.3623903437532242,0.05311079308643257,0.14362979721875568,0.05872479413114461,Other_Faults,Other_Faults
0,3,0,1839,0.07083872546204936,0.06962651668096974,0.2905102201230266,0.27708151929253566,0.0553229730625765,0.15610014902307762,0.08051989635576451,K_Scratch,Other_Faults
0,3,0,1278,0.30344276387962793,0.06947091259563978,0.013204583773574708,0.29021423467302715,0.15973710223757936,0.06746684197211646,0.0964635608684345,Bumps,Other_Faults
0,3,0,1716,0.117135186041849,0.09982777379286509,0.16096613456499853,0.3135180758901532,0.037357355346229644,0.15942600862047393,0.1117694657434307,Other_Faults,Other_Faults
0,3,0,1328,0.1141283745965675,0.12749686787826622,0.12049806617184775,0.26940585122827515,0.10901315054656584,0.11121849236131219,0.14823919721716514,Other_Faults,Other_Faults
0,3,0,1927,0.05577213452369531,0.10510908308549985,0.049294684365165924,0.425966931862635,0.10256674696144528,0.10673607537768631,0.15455434382387237,Other_Faults,Other_Faults
0,3,0,1777,0.13031567101346261,0.0953550971105053,0.1666163348990997,0.31052089503080355,0.0742708206705748,0.088980898025224,0.13394028325033003,Other_Faults,Other_Faults
0,3,0,1633,0.26257731793750827,0.08150279777997807,0.03367496259554893,0.3035319428044868,0.0467009724529037,0.08405443869483419,0.18795756773474018,Other_Faults,Other_Faults
0,3,0,1765,0.05039211081079637,0.06376532873935299,0.1743012583731243,0.4645591572126411,0.03795269044310395,0.10105228601258824,0.10797716840839303,Other_Faults,Other_Faults
0,3,0,1683,0.03315293542884904,0.09441182876691202,0.10109993209566996,0.39813233068930237,0.10804078434737019,0.04323157075338825,0.22193061791850813,Other_Faults,Other_Faults
0,3,0,1483,0.060538569438251325,0.08566679276055206,0.02864436180986443,0.557167662536533,0.16122722727587813,0.0406731991081811,0.06608218707073994,Other_Faults,Other_Faults
0,3,0,1332,0.10587822526187213,0.1389993235380064,0.08643415567593808,0.2411928806642643,0.15238329207438006,0.11542796760598434,0.15968415517955478,Other_Faults,Other_Faults
0,3,0,1694,0.04305161218782277,0.07674285772287237,0.3040100416776462,0.313561333406422,0.09639496034148447,0.03331609583022461,0.1329230988335277,Other_Faults,Other_Faults
0,3,0,1528,0.05938862385504506,0.12007186619977517,0.13778666136942483,0.2404712567866414,0.14771613498710878,0.0776263265911644,0.21693913021084035,Other_Faults,Other_Faults
0,3,0,1828,0.06997661552607928,0.08983868360283868,0.12580884977301837,0.47848868893511237,0.04210025521159392,0.16643108377663346,0.027355823174723813,Other_Faults,Other_Faults
0,3,0,1364,0.07807326786427732,0.07450940286228186,0.27435810826077706,0.40436935988967415,0.06631973358805295,0.07454504149755319,0.027825086037383404,Other_Faults,Other_Faults
0,3,0,1375,0.13677567300104998,0.0727841386237039,0.37313149671639195,0.26481944908662985,0.046100573590432556,0.035324293671293236,0.0710643753104985,K_Scratch,Other_Faults
0,3,0,1270,0.06415412950698061,0.15723421250461672,0.22303501487769303,0.16858562072323538,0.24648750980354667,0.05810382305846924,0.08239968952545837,Pastry,Other_Faults
0,3,0,1595,0.08068612634051908,0.1552339426661258,0.14027774522231523,0.29736515678005965,0.1572352531171262,0.06310745001095305,0.10609432586290107,Other_Faults,Other_Faults
0,3,0,1337,0.1343485019980761,0.10190888174770442,0.13958155852580265,0.2800091941077942,0.07325466470750903,0.11313291189949093,0.1577642870136226,Other_Faults,Other_Faults
0,3,0,1721,0.13520016970922716,0.11441430430134075,0.06417110904346916,0.28959092280987525,0.177495798550221,0.12993474394265145,0.08919295164321527,Other_Faults,Other_Faults
0,3,0,1640,0.27450971423652293,0.16234954320197892,0.04931936530919942,0.1712144691857536,0.2064310775497439,0.08752655865163161,0.04864927186516954,Bumps,Other_Faults
0,3,0,1884,0.30304189678397714,0.09554452160492022,0.031539987057979495,0.342797616404123,0.08710461891201247,0.08573482372999587,0.05423653550699169,Other_Faults,Other_Faults
0,3,0,1872,0.3942600081954251,0.0695065390780689,0.02719022728892504,0.254927899432281,0.0907987003257896,0.10177493534088734,0.06154169033862297,Bumps,Other_Faults
0,3,0,1284,0.18381581599773766,0.09506649152241174,0.06306026629390617,0.30880324794467245,0.2244310872037624,0.09299111181394121,0.03183197922356826,Other_Faults,Other_Faults
0,3,0,1610,0.3417871003794281,0.09143759718835176,0.014119067990779733,0.25471340941474985,0.16083482466831672,0.06589555850824373,0.07121244185013012,Bumps,Other_Faults
0,3,0,1832,0.06969214229142426,0.11831243771345477,0.058489136240587714,0.4923414887678596,0.08325646994852078,0.1269122383421962,0.05099608669595649,Other_Faults,Other_Faults
0,3,0,1557,0.06319916769182236,0.08074094768435884,0.23342532003561275,0.3039457863403278,0.07811507916168482,0.1693085620250067,0.0712651370611867,Other_Faults,Other_Faults
0,3,0,1856,0.13590719372791538,0.06272569220175164,0.14457409620788783,0.3326724569534743,0.12615107943052978,0.09290206866838294,0.10506741281005819,Other_Faults,Other_Faults
0,3,0,1395,0.13066241992349512,0.14557999024467705,0.13331916268682614,0.2852715863702379,0.10073655064352714,0.16012344566916828,0.044306844462068284,Other_Faults,Other_Faults
0,3,0,1499,0.10186038436038454,0.06177517104981866,0.03138941097058758,0.5765994948834001,0.10778438724352864,0.06767496140461164,0.05291619008766885,Other_Faults,Other_Faults
0,3,0,1521,0.040650920886589406,0.11931055129994449,0.225993617026198,0.0963412390039797,0.2953844530658853,0.05021444601253434,0.17210477270486876,Pastry,Other_Faults
0,3,0,1417,0.31523832165733984,0.06149245200622152,0.025124935739863092,0.32566137730916056,0.11057025431891851,0.1010913363797751,0.06082132258872138,Other_Faults,Other_Faults
0,3,0,1411,0.4336968802354393,0.06901216946348006,0.02862031564578292,0.21267320891795208,0.12295992722638029,0.07450151995131808,0.05853597855964726,Bumps,Other_Faults
0,3,0,1369,0.2422888818203696,0.0923621858280743,0.03180891739284248,0.2807894539788998,0.06746818559630537,0.14433258063671658,0.1409497947467919,Other_Faults,Other_Faults
0,3,0,1448,0.3947880192075791,0.08530715223138877,0.055941038288334695,0.18752864474295475,0.18671422984309433,0.029282364132563698,0.06043855155408476,Bumps,Other_Faults
0,3,0,1340,0.11513704002876399,0.11264574539721621,0.11729076794694752,0.2583430937518746,0.11822459761160917,0.11107817341710584,0.16728058184648276,Other_Faults,Other_Faults
0,3,0,1301,0.061936011152647734,0.08537699490275619,0.05518661482071213,0.4319679071542075,0.24317014245582833,0.06313288154871909,0.05922944796512904,Other_Faults,Other_Faults
0,3,0,1843,0.04794238004575389,0.14054372108514063,0.1266802197904972,0.2901808220598522,0.15288251015546597,0.10214317461353378,0.1396271722497563,Other_Faults,Other_Faults
0,3,0,1347,0.12953586799389416,0.09215698450318416,0.1183278839547417,0.271740417257653,0.23947662299360467,0.07405983592476248,0.0747023873721599,Other_Faults,Other_Faults
0,3,0,1524,0.040872459781990035,0.10007862246608283,0.3248601535135704,0.1029353806019728,0.23231865229450324,0.050372916318405334,0.14856181502347532,K_Scratch,Other_Faults
0,3,0,1473,0.19842973428995966,0.10654317856287912,0.08554957153317455,0.26557635922279454,0.13451478017110616,0.13875293442159353,0.07063344179849247,Other_Faults,Other_Faults
0,3,0,1695,0.09673488474851226,0.0707230020595036,0.07937652740547278,0.44072049971888283,0.05394640018466702,0.11366222262617211,0.14483646325678942,Other_Faults,Other_Faults
0,3,0,1371,0.19874757710942897,0.0852182094589462,0.031559782020186784,0.3465875044600143,0.05949514393677469,0.1286571382698146,0.14973464474483453,Other_Faults,Other_Faults
0,3,0,1656,0.14311864914446792,0.10715828928545464,0.08542431998796562,0.32104667869153825,0.1950880520473187,0.07969535054795014,0.06846866029530471,Other_Faults,Other_Faults
0,3,0,1500,0.07143486737794197,0.07911390820703616,0.05305986345778598,0.5754216477402264,0.12340929043056016,0.04712351297487802,0.05043690981157129,Other_Faults,Other_Faults
0,3,0,1930,0.11536160248815805,0.07494596456564487,0.24335753418889153,0.24245560674331737,0.04973070823539419,0.1488827522935582,0.12526583148503584,K_Scratch,Other_Faults
0,3,0,1619,0.3982548931421205,0.06889075604557528,0.03753192374898441,0.22768551382771843,0.07657950288345751,0.11518732779569323,0.0758700825564507,Bumps,Other_Faults
0,3,0,1563,0.22445124902753966,0.07888801387381379,0.03352655013132971,0.25845861623380756,0.033171129264183204,0.12448281020842406,0.2470216312609021,Other_Faults,Other_Faults
0,3,0,1821,0.0706618928669537,0.16824116588884988,0.0926993630289894,0.14779356841537689,0.27360906251130457,0.05766733188095229,0.1893276154075733,Pastry,Other_Faults
0,3,0,1562,0.04599937897318859,0.0828806481363807,0.1996165575170091,0.34965890026388746,0.04054274289324046,0.1467466261464472,0.1345551460698464,Other_Faults,Other_Faults
0,3,0,1443,0.3921530128211702,0.06197756952515437,0.056364752691550696,0.20700894803483194,0.12031291623880878,0.06309264778318172,0.09909015290530222,Bumps,Other_Faults
0,3,0,1533,0.31112137222182856,0.08391082161905336,0.03128585626336354,0.27296324539589145,0.16785837097661213,0.035153605194362676,0.09770672832888812,Bumps,Other_Faults
0,3,0,1815,0.29091124958564946,0.0993988629692572,0.020391690783119483,0.24556069466104483,0.19745249199636153,0.051916627626680846,0.09436838237788661,Bumps,Other_Faults
0,3,0,1880,0.14678151349572463,0.07852930415121576,0.08188376022137304,0.26719996432731097,0.055890875215593105,0.13546290519913295,0.23425167738964953,Other_Faults,Other_Faults
0,3,0,1863,0.13392195924869366,0.058052104020971905,0.32893958896237,0.34313986087232023,0.08287940519152937,0.03717285534356637,0.015894226360548623,Other_Faults,Other_Faults
0,3,0,1932,0.0973396779924786,0.08402778336016235,0.2644389277852864,0.238237017514681,0.05635297942892499,0.13513632890742838,0.12446728501103833,K_Scratch,Other_Faults
0,3,0,1564,0.2925128861138764,0.0733701147271336,0.12129981266893887,0.28834438417593583,0.06268400762493752,0.04879796064275093,0.11299083404642686,Bumps,Other_Faults
0,3,0,1859,0.34062971945856735,0.06529740526149735,0.015141441618892802,0.2631015546975093,0.13314414366045338,0.07703352160324405,0.10565221369983564,Bumps,Other_Faults
0,3,0,1831,0.04155319536721712,0.10989725543892685,0.06906880158117476,0.40788205168614045,0.1342543075707048,0.10408052688207224,0.1332638614737638,Other_Faults,Other_Faults
0,3,0,1598,0.0995474469062964,0.14479409910992233,0.05905158891553829,0.3226985141943596,0.16408615827384254,0.08866331396102219,0.12115887863901866,Other_Faults,Other_Faults
0,3,0,1486,0.10508624370546918,0.08711887636806201,0.020754276750961368,0.5599773536014144,0.1482895843035976,0.058310323812796855,0.020463341457698566,Other_Faults,Other_Faults
0,3,0,1449,0.3980373337305357,0.05712178625762885,0.036479615164012234,0.26026733688219483,0.09503967511314416,0.09109274317841218,0.06196150967407199,Bumps,Other_Faults
0,3,0,1583,0.13251763970416336,0.08775287412663298,0.03566440252572876,0.20378452013817436,0.24095138248679304,0.027071481983832482,0.27225769903467495,Z_Scratch,Other_Faults
0,3,0,1576,0.13260926241481108,0.08778142424551218,0.06132523545833364,0.18281211333029423,0.24969366965121287,0.021283222480320812,0.26449507241951536,Z_Scratch,Other_Faults
0,3,0,1515,0.31022335943468426,0.12837380204136076,0.09412766712918406,0.18434371123114926,0.17483495055676251,0.07309798379987728,0.034998525806981984,Bumps,Other_Faults
0,3,0,1612,0.4546332990393172,0.07011020999710593,0.034786920513531855,0.18010435500147187,0.13837566041175986,0.06936223433813207,0.05262732069868126,Bumps,Other_Faults
0,3,0,1379,0.09918903572500162,0.07479082248692875,0.4771815143255207,0.22433727024564987,0.032853696824874615,0.03485695849214025,0.0567907018998841,K_Scratch,Other_Faults
0,3,0,839,0.11693011039805162,0.17055950204074904,0.027070854181159527,0.27943779590848705,0.21034433559544674,0.10624539405734065,0.08941200781876527,Other_Faults,Dirtiness
0,3,0,848,0.10363058491929521,0.19221253212083556,0.04087445281431863,0.28092337355312436,0.2092585204263611,0.07107089287591681,0.10202964329014838,Other_Faults,Dirtiness
0,3,0,850,0.1111297560947474,0.19121843656125206,0.04610045117669001,0.2608597722819837,0.23374547348306463,0.06889385974382214,0.08805225065844,Other_Faults,Dirtiness
0,3,0,834,0.2870087651789128,0.10877396182864961,0.031256753248221136,0.3300269593160112,0.11765481488635185,0.08422106325054207,0.04105768229131136,Other_Faults,Dirtiness
0,3,0,864,0.13431177390025462,0.15985575193313775,0.03141675850871275,0.28668016353665476,0.1877724369665326,0.1176234814633814,0.08233963369132614,Other_Faults,Dirtiness
0,3,0,527,0.0736693687702435,0.06734282171524725,0.5665888500941824,0.08765576822152508,0.06367122695129032,0.0432079999217068,0.09786396432580467,K_Scratch,K_Scratch
0,3,0,703,0.05892071956621832,0.07628452053569142,0.555001001070177,0.11583155042950644,0.07361991370360858,0.05718293328874673,0.06315936140605143,K_Scratch,K_Scratch
0,3,0,533,0.054298442897133044,0.07471472225134608,0.3062316994515988,0.27774745855015354,0.04448111621575504,0.10599835791254228,0.13652820272147126,K_Scratch,K_Scratch
0,3,0,677,0.05281529229712677,0.06703166933138892,0.5630495217627011,0.11950183695325951,0.06482522702372412,0.06267210229909793,0.07010435033270192,K_Scratch,K_Scratch
0,3,0,737,0.09336318653020358,0.147179877880452,0.3548939214904403,0.06564064413345276,0.24137072585400604,0.050142821992505034,0.04740882211894025,K_Scratch,K_Scratch
0,3,0,617,0.044578592667357815,0.06743114107124575,0.5648991472395478,0.115593890279605,0.060061959669040585,0.06359847882471178,0.08383679024849128,K_Scratch,K_Scratch
0,3,0,591,0.047558984014397766,0.06257845800978751,0.48528737640943026,0.21872586295286028,0.03973522284494706,0.05320741183484716,0.09290668393373004,K_Scratch,K_Scratch
0,3,0,454,0.052706528167365194,0.06575753706545916,0.6269752926544025,0.05679461530493953,0.059212865301194635,0.06254137744231972,0.07601178406431922,K_Scratch,K_Scratch
0,3,0,595,0.0508841237482964,0.06010560721519148,0.5660865907418346,0.1173043087218185,0.0642995919237595,0.06778614013501882,0.07353363751408049,K_Scratch,K_Scratch
0,3,0,353,0.1675588005216401,0.08365371839951784,0.29644992769449735,0.20497535248024934,0.060758594183391995,0.16316865227762273,0.02343495444308064,K_Scratch,K_Scratch
0,3,0,512,0.06577053650863024,0.06712319593301172,0.5972879553423199,0.07227839161081198,0.06327656671586306,0.0434195818011985,0.09084377208816459,K_Scratch,K_Scratch
0,3,0,648,0.05162558745491004,0.06684018303349373,0.5643511404696022,0.10985245840233197,0.06483459114749542,0.06483356168501672,0.07766247780714998,K_Scratch,K_Scratch
0,3,0,560,0.04732835669001859,0.05868613048981343,0.5362664517391398,0.14305346189255322,0.06334279878559161,0.06876993946975946,0.08255286093312393,K_Scratch,K_Scratch
0,3,0,575,0.04926633785751634,0.05701116941987601,0.5647049123151029,0.12356354125985858,0.06435259824386985,0.06668350976665445,0.07441793113712199,K_Scratch,K_Scratch
0,3,0,461,0.05156569622294482,0.06935703750492415,0.6304060840230801,0.04636309496077873,0.0762249028172538,0.04508307331390736,0.08100011115711113,K_Scratch,K_Scratch
0,3,0,348,0.1678383865485207,0.08807582129804556,0.2430639491618072,0.22688748214338722,0.06614448586896429,0.1517334641908254,0.05625641078844951,K_Scratch,K_Scratch
0,3,0,401,0.05334571678865465,0.06099463761709749,0.6579586054147738,0.035131370615199775,0.06591763211586393,0.05199163586154014,0.07466040158687012,K_Scratch,K_Scratch
0,3,0,701,0.05958266933542853,0.07262106385687953,0.5617420853197856,0.1164432680780457,0.06770319042009681,0.05842862714109567,0.06347909584866805,K_Scratch,K_Scratch
0,3,0,643,0.05312715373121074,0.06524994236130505,0.574538867394095,0.10363567284637835,0.07143293741667711,0.06384408692684347,0.06817133932349029,K_Scratch,K_Scratch
0,3,0,626,0.0512779355633023,0.0652169623726715,0.5696684783678448,0.10843855463907867,0.06761969213476442,0.0630831734081247,0.07469520351421363,K_Scratch,K_Scratch
0,3,0,695,0.05602900894340973,0.06925964220446697,0.5692959252322934,0.10862982345954211,0.06851459366296883,0.06013445679472061,0.0681365497025984,K_Scratch,K_Scratch
0,3,0,411,0.04347020108175203,0.06686357222653598,0.6614527487172479,0.0311672961506217,0.07506804075546558,0.05018152889220255,0.07179661217617415,K_Scratch,K_Scratch
0,3,0,358,0.1533232931445327,0.08453931666123367,0.29295653232004826,0.2537274466185722,0.04658167530964107,0.136265557178547,0.03260617876742516,K_Scratch,K_Scratch
0,3,0,384,0.22488884785988666,0.06488590948812613,0.23471475197294686,0.13906894256552915,0.1529419017241777,0.12778319358702206,0.055716452802311446,K_Scratch,K_Scratch
0,3,0,389,0.17519012900736639,0.11691982739656541,0.09270019577294061,0.2567322372239529,0.20604125606159993,0.07846133234378902,0.07395502219378569,Other_Faults,K_Scratch
0,3,0,711,0.1273153826733599,0.07689499962127627,0.4925810069671885,0.11438940229045234,0.08762789502145801,0.056624878540433986,0.04456643488583109,K_Scratch,K_Scratch
0,3,0,387,0.2117736819991208,0.07563284117685729,0.20125849536133147,0.16159007854129168,0.15100060703202592,0.13074420736798448,0.06800008852138821,Bumps,K_Scratch
0,3,0,650,0.05302014196249482,0.06375376493918837,0.5746602624819661,0.10851908511435912,0.06749137024519987,0.06453055978192448,0.06802481547486725,K_Scratch,K_Scratch
0,3,0,431,0.052470108661682176,0.06441697629120592,0.6532212686249683,0.037236466821431044,0.06882088232671178,0.04891264131721334,0.07492165595678744,K_Scratch,K_Scratch
0,3,0,587,0.07346199617025591,0.07002621234251036,0.40998001313921295,0.19193086561089145,0.04115669422559628,0.0505065402507271,0.1629376782608059,K_Scratch,K_Scratch
0,3,0,599,0.04560201136373259,0.06364994646620212,0.5791257328858542,0.11054290556979143,0.06648072877134611,0.06290921580673407,0.07168945913633934,K_Scratch,K_Scratch
0,3,0,614,0.05004193273160569,0.06466710240065347,0.5679182107042214,0.11240829203463842,0.06820601193062238,0.064517132138062,0.07224131806019668,K_Scratch,K_Scratch
0,3,0,638,0.050356556365556714,0.06498383109557164,0.5769290561762281,0.10819474578819839,0.06863248761361784,0.06257919404790366,0.06832412891292367,K_Scratch,K_Scratch
0,3,0,451,0.05184650527770984,0.06370451511990781,0.6323483782044483,0.05334720740721873,0.0521594585398228,0.06509192054901385,0.08150201490187875,K_Scratch,K_Scratch
0,3,0,592,0.04587138166958192,0.06279795715429025,0.5654490610928722,0.11790044205722894,0.06655892234933533,0.06388174674330822,0.07754048893338315,K_Scratch,K_Scratch
0,3,0,642,0.05186373289207474,0.06521233426270087,0.5694512862624794,0.10906492701437814,0.06293716955370046,0.06393195965451395,0.07753859036015236,K_Scratch,K_Scratch
0,3,0,375,0.18249094335945273,0.11372867198024615,0.14090770853906764,0.2490254766419676,0.10907229849173994,0.15907752712294185,0.04569737386458411,Other_Faults,K_Scratch
0,3,0,518,0.1222767394261806,0.06223760706710137,0.27467592278928576,0.32478756438897366,0.07251497567265243,0.04847638448395268,0.09503080617185347,Other_Faults,K_Scratch
0,3,0,535,0.04580985871480443,0.05794587358617153,0.5351969573011668,0.14825763557878688,0.06356590464179446,0.06778620291334365,0.08143756726393205,K_Scratch,K_Scratch
0,3,0,27,0.21138503746601495,0.12648405576105276,0.03173655570884175,0.24405367512880421,0.2815612311064985,0.08387104384780912,0.02090840098097856,Pastry,Pastry
0,3,0,33,0.1682895165581272,0.10255076006183968,0.0789944989238479,0.26181474379863207,0.23686462695373536,0.10081754374626446,0.05066830995755316,Other_Faults,Pastry
0,3,0,137,0.11515418183722197,0.12374386418241594,0.13227544451734738,0.15429014159272256,0.23928934928776338,0.09615717782559413,0.1390898407569345,Pastry,Pastry
0,3,0,47,0.32195652952175646,0.1144697588811779,0.009645204202647592,0.2086311961495493,0.20843600365952583,0.06108565356941546,0.07577565401592733,Bumps,Pastry
0,3,0,132,0.14385115507736237,0.1215705077208115,0.046989310522470365,0.29729670572589956,0.31659862927725085,0.051971801846261205,0.02172188982994418,Pastry,Pastry
0,3,0,88,0.16151494075206985,0.15728156959262846,0.08222424267088595,0.20248480097347368,0.24872249919804168,0.08336849369011966,0.06440345312278085,Pastry,Pastry
0,3,0,68,0.2607043988656511,0.08109854638778002,0.008385126491336553,0.31047714669886967,0.147611037319279,0.06688954742986906,0.1248341968072145,Other_Faults,Pastry
0,3,0,73,0.19575382526726556,0.09108356946236149,0.002461223516907665,0.38211225501277174,0.17074140877394314,0.054229607315037794,0.10361811065171252,Other_Faults,Pastry
0,3,0,93,0.1521435532692158,0.0903191497414036,0.09190171669108446,0.2978341732922898,0.17696100419519536,0.11545120998431074,0.07538919282650029,Other_Faults,Pastry
0,3,0,21,0.06431193518166636,0.07996223679885844,0.05092418443398744,0.45819505290338836,0.21593752601674482,0.0707672400236632,0.05990182464169143,Other_Faults,Pastry
0,3,0,59,0.18898036188803266,0.10510569222943769,0.016775260658964588,0.2531968408905558,0.13866937438582125,0.07898456318449511,0.21828790676269294,Other_Faults,Pastry
0,3,0,24,0.05870841671737984,0.095446648496669,0.06894112460441298,0.44134133991975644,0.22487473505941274,0.05832264731723894,0.05236508788513015,Other_Faults,Pastry
0,3,0,127,0.1021001972929648,0.09528406974172864,0.09864258330772557,0.28943277635952297,0.26127422619772833,0.07240728957156396,0.08085885752876584,Other_Faults,Pastry
0,3,0,26,0.15680105222903087,0.11657912103733477,0.10893809996133808,0.23669785923427958,0.23114297707767428,0.08518765262180532,0.06465323783853714,Other_Faults,Pastry
0,3,0,94,0.15799907358237225,0.06976782453012814,0.09694808343432915,0.32809517122300247,0.09320766445837522,0.19505086504714542,0.05893131772464729,Other_Faults,Pastry
0,3,0,104,0.11794644969409188,0.11202540144034209,0.04187906542228894,0.33869593815971244,0.30402306767396087,0.05437214302096198,0.031057934588641766,Other_Faults,Pastry
0,3,0,320,0.16490533910018262,0.06367501860854456,0.07981891997746622,0.21071739874378728,0.04128825441430419,0.10062593170163804,0.3389691374540772,Z_Scratch,Z_Scratch
0,3,0,308,0.18934233977555998,0.07751385509996915,0.038652118325377224,0.14853298682392294,0.12205813933813821,0.06969650766431704,0.35420405297271557,Z_Scratch,Z_Scratch
0,3,0,261,0.16544557816792768,0.07485817616117317,0.11573414554809891,0.14627124383293238,0.09555874750366837,0.03509568403756275,0.36703642474863685,Z_Scratch,Z_Scratch
0,3,0,194,0.16881015320741757,0.07032813094891183,0.047204303251661715,0.19091655974914723,0.07688206391989141,0.07652855328227261,0.3693302356406977,Z_Scratch,Z_Scratch
0,3,0,328,0.13803402111848878,0.09849546489511223,0.028669342055545957,0.15088647141478032,0.14252451310060615,0.06593568969308641,0.3754544977223802,Z_Scratch,Z_Scratch
0,3,0,174,0.1383877152446955,0.06907125871008499,0.037565089324590364,0.19507982322052098,0.06769090584018216,0.09187318107623162,0.4003320265836944,Z_Scratch,Z_Scratch
0,3,0,258,0.14387701574418904,0.09746526741139813,0.03325865106997197,0.16924914162931892,0.11770572849952922,0.061139395641407066,0.3773048000041856,Z_Scratch,Z_Scratch
0,3,0,333,0.09390428971446357,0.07603253725308726,0.24315704183226153,0.23958053709702706,0.06169808208924089,0.15366498821743346,0.13196252379648632,K_Scratch,Z_Scratch
0,3,0,298,0.14051737165274578,0.08290493599018264,0.028485829702288364,0.17500619075831936,0.10066887374859446,0.062451805109367695,0.4099649930385017,Z_Scratch,Z_Scratch
0,3,0,336,0.07480909703447526,0.09388125942724006,0.1961204234325588,0.2979543040954082,0.053143173160406634,0.1551096485974125,0.12898209425249849,Other_Faults,Z_Scratch
0,3,0,190,0.15867384524771797,0.06909099640232007,0.07886727155428622,0.230036277368669,0.04466548286827992,0.10344466192588182,0.31522146463284484,Z_Scratch,Z_Scratch
0,3,0,315,0.1542160929319462,0.059470838403635685,0.061521613885448564,0.22516390268360914,0.04800516850184936,0.11166279350374789,0.3399595900897632,Z_Scratch,Z_Scratch
0,3,0,310,0.20349490239634907,0.05115077347037764,0.02642211011935912,0.16837837259898547,0.06648537299806963,0.07686651348407993,0.4072019549327793,Z_Scratch,Z_Scratch
0,3,0,202,0.09804603673158671,0.09165450852636614,0.05969068334649827,0.1133984724900245,0.1605831612991532,0.028056073444856503,0.4485710641615147,Z_Scratch,Z_Scratch
0,3,0,317,0.22041785805326689,0.054696929399526924,0.05593930665554897,0.15530130404360307,0.048939505597304214,0.1164899556870596,0.34821514056369035,Z_Scratch,Z_Scratch
0,3,0,244,0.19817351157313587,0.09127953477397836,0.043851224800355956,0.19519884520900627,0.09130932058934084,0.0620255990111102,0.31816196404307256,Z_Scratch,Z_Scratch
0,3,0,206,0.07888518001534557,0.08746168873876041,0.2311379562353257,0.13603375253436104,0.06920301762328633,0.027488686727725888,0.3697897181251952,Z_Scratch,Z_Scratch
0,3,0,288,0.16324965670349736,0.09387248178500364,0.06977322317321724,0.1401353879137391,0.13816534424808696,0.04046720887244636,0.35433669730400935,Z_Scratch,Z_Scratch
0,3,0,301,0.17300831950270482,0.07052666199285723,0.07512866822646899,0.281308763341814,0.047760474762921556,0.09799488593568241,0.2542722262375509,Other_Faults,Z_Scratch
0,3,0,798,0.15747529068945917,0.07743458790714172,0.07093113140467189,0.32897429336586326,0.04885310141235449,0.2552946442705909,0.06103695094991868,Other_Faults,Stains
0,3,0,769,0.11259868817981587,0.07740319479778518,0.09442039357119214,0.28478364380690324,0.06361697269357856,0.2656995080480395,0.10147759890268561,Other_Faults,Stains
0,3,0,771,0.15353219686097358,0.08686258743929605,0.06249682048867593,0.2901837647768576,0.06204297154896314,0.2809604801842027,0.063921178701031,Other_Faults,Stains
0,3,0,768,0.1374938849768306,0.08936247229558524,0.06143467811188421,0.30723790916759774,0.061611361150687834,0.2849566849797348,0.0579030093176795,Other_Faults,Stains
0,3,0,796,0.10477675918195739,0.09126021821797703,0.12797959007813897,0.298847229388134,0.054622801860689636,0.20079428253974183,0.12171911873336114,Other_Faults,Stains
0,3,0,784,0.2065664317088761,0.08057938771750933,0.0669397856681856,0.2605288508949256,0.05869833733042765,0.26979438215962004,0.056892824520455756,Stains,Stains
0,3,0,793,0.10427496401675769,0.08047687544017956,0.11145275504377068,0.30644357139547984,0.06699048225692578,0.23954055811649827,0.09082079373038808,Other_Faults,Stains
0,4,0,1048,0.39453243291216744,0.06463985151946416,0.02328466060401788,0.238617872810454,0.09356223630612039,0.09432488874007829,0.09103805710769779,Bumps,Bumps
0,4,0,1237,0.25887756458500816,0.10745708087379802,0.03752665698896647,0.31466996486205934,0.040670968882951124,0.08731224044224527,0.1534855233649716,Other_Faults,Bumps
0,4,0,1181,0.24670907870710784,0.11865608781723566,0.01335547248029823,0.24846548519632977,0.24176385546900633,0.04283351808093635,0.08821650224908582,Other_Faults,Bumps
0,4,0,915,0.40390311160938147,0.07177232454844908,0.049381477720279926,0.18140265690059407,0.1034826461982279,0.10404437412002258,0.08601340890304487,Bumps,Bumps
0,4,0,1116,0.05457405021375088,0.07966249643919746,0.18017643988214627,0.4175007566557295,0.0391178509290987,0.12455324338412806,0.104415162495949,Other_Faults,Bumps
0,4,0,1184,0.3849035790665003,0.06909372361294294,0.030026443926110587,0.24325898346686725,0.1375334097434281,0.06660679001315262,0.06857707017099837,Bumps,Bumps
0,4,0,1164,0.39214756330380485,0.05831927009656652,0.07238933077874468,0.22897914772094097,0.08847342486117289,0.06262947582948852,0.0970617874092816,Bumps,Bumps
0,4,0,1208,0.25326087251495577,0.08463802471293955,0.027529148835010717,0.26923712948008083,0.043402406861410635,0.10034887768459187,0.22158353991101076,Other_Faults,Bumps
0,4,0,1217,0.26164455016696697,0.0838357004740305,0.03724680948356338,0.2884649310620539,0.04420246799864822,0.09087938260706889,0.19372615820766806,Other_Faults,Bumps
0,4,0,882,0.3620688891981952,0.061102420170722496,0.049069827236401735,0.2229197110302044,0.11365591695140001,0.07340531128478067,0.11777792412829577,Bumps,Bumps
0,4,0,1215,0.28049421678656533,0.07743887727926409,0.02410718753773665,0.25434644502901615,0.04694548281215806,0.11287755486167583,0.203790235693584,Bumps,Bumps
0,4,0,1185,0.38627473727552664,0.06454465784519765,0.03740596392596446,0.23935345240523206,0.11988179618194933,0.08667038389675685,0.06586900846937296,Bumps,Bumps
0,4,0,989,0.3275894472277131,0.09438208748223113,0.02119392037466683,0.2538862156934605,0.1485906850769518,0.06586671115001683,0.08849093299495975,Bumps,Bumps
0,4,0,870,0.1897795974052388,0.06415400303354629,0.10182880278632826,0.38760347769917053,0.09603928368712654,0.11961125876599275,0.04098357662259684,Other_Faults,Bumps
0,4,0,1212,0.3224347624861883,0.06905480536190997,0.041261756585725756,0.2435377496917051,0.043386596143291684,0.09592586707205242,0.18439846265912682,Bumps,Bumps
0,4,0,940,0.28656685669169346,0.06796021199277132,0.06568023125846349,0.21093089053034664,0.144166767837485,0.056830277374997754,0.16786476431424222,Bumps,Bumps
0,4,0,941,0.34243555042913243,0.08240423528733949,0.04491994084903966,0.29981128458022993,0.08823629206050328,0.08035838572930536,0.06183431106444984,Bumps,Bumps
0,4,0,935,0.20134768822099092,0.08504165094232508,0.03425544299115444,0.21698584111443533,0.1657580723352669,0.056077062604944584,0.24053424179088279,Z_Scratch,Bumps
0,4,0,991,0.28684729096369055,0.072028240284863,0.047554641895615715,0.20079067215906793,0.12486539027964703,0.06272549975330077,0.20518826466381498,Bumps,Bumps
0,4,0,900,0.3398124793591787,0.062239996695181765,0.014603826299817933,0.2879619767369978,0.1102121044869761,0.08949700788556296,0.09567260853628475,Bumps,Bumps
0,4,0,926,0.22206571959323643,0.07156579548026755,0.04024605629197197,0.23560518587011037,0.14892513800243606,0.07450347609660643,0.2070886286653712,Other_Faults,Bumps
0,4,0,897,0.3753888415033632,0.0701197705822327,0.02772447112348928,0.24340561817498932,0.08573611493476038,0.12298453076782534,0.07464065291333973,Bumps,Bumps
0,4,0,1245,0.30715005930245437,0.11114352707794406,0.0959652731938866,0.17790258904748413,0.1358022495776418,0.1191334878394422,0.05290281396114688,Bumps,Bumps
0,4,0,1243,0.319668066331273,0.08797651246907592,0.15817617138688847,0.16259763836737012,0.10312395249708776,0.1301946914500607,0.03826296749824394,Bumps,Bumps
0,4,0,1221,0.23017852756769977,0.11466740848056031,0.026115432889887418,0.2433017559793131,0.13323503047232063,0.04378899158642351,0.20871285302379525,Other_Faults,Bumps
0,4,0,1019,0.30782627972400056,0.050493361941408646,0.07528495983840928,0.23142066390584765,0.11094803887599905,0.06889288422433679,0.15513381148999816,Bumps,Bumps
0,4,0,1264,0.2033116580464692,0.108708487509037,0.0070462711578717805,0.35598076405577106,0.10762980004093066,0.05314267186750606,0.16418034732241427,Other_Faults,Bumps
0,4,0,1190,0.14496801387965286,0.12272266974749763,0.04816096191101849,0.29400969297302454,0.12423030946122794,0.1677494033532904,0.09815894867428816,Other_Faults,Bumps
0,4,0,1095,0.15761281185659365,0.11986805056276355,0.15289787067267446,0.21162331904991732,0.15621879768920077,0.08535086888301983,0.1164282812858305,Other_Faults,Bumps
0,4,0,950,0.31960960276933303,0.060575941617371065,0.011365179903052615,0.30892842499226175,0.10918197174225211,0.07576358170508148,0.11457529727064786,Bumps,Bumps
0,4,0,1097,0.142954530331241,0.10803243077292918,0.19326455065520154,0.1798384679049229,0.14927774196152413,0.0873945193657778,0.1392377590084036,K_Scratch,Bumps
0,4,0,1172,0.37707851932731323,0.06404483378220054,0.07737371354958053,0.1875144052964181,0.10461125430805714,0.10406635962846565,0.08531091410796487,Bumps,Bumps
0,4,0,1240,0.25388835104458557,0.11194751562343323,0.08448355879449601,0.23535984983888714,0.10638710913085715,0.12378377635551104,0.08414983921222989,Bumps,Bumps
0,4,0,1156,0.17406968877159373,0.08810269892508485,0.0922639213190399,0.3112494854102155,0.10894855595053896,0.03111395040123437,0.19425169922229268,Other_Faults,Bumps
0,4,0,1155,0.2513270641592254,0.04496901954482228,0.2880872998944146,0.20345513459818942,0.09207035897651787,0.05893114051905391,0.06115998230777659,K_Scratch,Bumps
0,4,0,1249,0.3080975003752279,0.09678953885006521,0.15451785594242845,0.15333897601422883,0.10917916240082651,0.10760052133749518,0.07047644507972813,Bumps,Bumps
0,4,0,1022,0.34585487791997893,0.07114102474191583,0.02240604690267289,0.2661256029723394,0.14955401475937813,0.05413313797088072,0.09078529473283417,Bumps,Bumps
0,4,0,1258,0.3226793989876067,0.0874754546617214,0.022301167742468146,0.2651041709700975,0.1272631537940175,0.047294530950211855,0.12788212289387693,Bumps,Bumps
0,4,0,1091,0.2614892336668464,0.08185580998385884,0.18299127629263945,0.13949211588856056,0.0851178082711625,0.18608998702041707,0.06296376887651528,Bumps,Bumps
0,4,0,1260,0.19798615044800383,0.07062124475444762,0.025065307095364787,0.30097058078147393,0.10171142378055562,0.04772293936533719,0.25592235377481704,Other_Faults,Bumps
0,4,0,1885,0.24338884312237458,0.06560973379395091,0.007575725414566732,0.3852531208424976,0.150362014366174,0.05775858383847739,0.0900519786219589,Other_Faults,Other_Faults
0,4,0,1669,0.2898614617414926,0.07893559777238526,0.006387753721967541,0.31536912360521074,0.07855252945141664,0.049459403526361315,0.18143413018116608,Other_Faults,Other_Faults
0,4,0,1468,0.2562104703980447,0.0825785208250851,0.09352643032498051,0.25361163417405025,0.12789432116737076,0.16426399945097767,0.021914623659491105,Bumps,Other_Faults
0,4,0,1639,0.2771628459191134,0.06562333200714987,0.05346079182066045,0.29720807592143567,0.07766218131057222,0.10206203201628854,0.1268207410047799,Other_Faults,Other_Faults
0,4,0,1522,0.04385515298621885,0.10480782019990503,0.07360874537114079,0.21930043756383272,0.2332037283862705,0.10920099938370714,0.21602311610892502,Pastry,Other_Faults
0,4,0,1327,0.11432879693852219,0.15632354454628103,0.0832749457363669,0.3057038791678197,0.14598742784564306,0.09875100036309117,0.09563040540227576,Other_Faults,Other_Faults
0,4,0,1621,0.302083964670006,0.09358461169679036,0.01666777601986727,0.25955740363824753,0.15935655721562628,0.04861713341163292,0.12013255334782967,Bumps,Other_Faults
0,4,0,1430,0.3003840566244825,0.0615997890175823,0.05675772121281615,0.15769822348218562,0.051892193954235645,0.13472331803001897,0.23694469767867882,Bumps,Other_Faults
0,4,0,1323,0.12079771282388471,0.14053906367082658,0.08243297283207382,0.20047399620660636,0.18938092540915552,0.11422630504846701,0.15214902400898608,Other_Faults,Other_Faults
0,4,0,1818,0.11917256273398337,0.11537922197313334,0.024431424439158887,0.3813818663501432,0.15746704235447964,0.12594228906465246,0.07622559308444918,Other_Faults,Other_Faults
0,4,0,1516,0.13890218568910073,0.22627402423427226,0.09509505634807582,0.17852447592607662,0.2621177881501242,0.035406270242266204,0.06368019941008408,Pastry,Other_Faults
0,4,0,1750,0.19309176397552213,0.06124222093606073,0.08439468595653317,0.20870121547650144,0.03886874198840527,0.1063147169871867,0.30738665467979065,Z_Scratch,Other_Faults
0,4,0,1597,0.06967724911259583,0.1497129092791825,0.04959958293950002,0.2795372908224355,0.23416280440779727,0.06609572791393782,0.15121443552455094,Other_Faults,Other_Faults
0,4,0,1764,0.06261750803050377,0.07030839475403218,0.16510536376780338,0.43187297292419746,0.04103427168471466,0.10378396881165815,0.12527752002709025,Other_Faults,Other_Faults
0,4,0,1508,0.0999330811528824,0.11404158488767797,0.06972256040075443,0.4376657621547546,0.11106171510156217,0.07732712253856759,0.09024817376380073,Other_Faults,Other_Faults
0,4,0,1544,0.13817204532967048,0.10814555627564645,0.15533745277798558,0.3478618959196766,0.07012886703673714,0.12457944662276398,0.05577473603751984,Other_Faults,Other_Faults
0,4,0,1403,0.18991714111135227,0.0664404706591752,0.11129179704223463,0.3764306248104989,0.11384557351341529,0.10305217639064036,0.0390222164726833,Other_Faults,Other_Faults
0,4,0,1330,0.17833350237422047,0.0880977671461232,0.16486461645253458,0.28247389041275994,0.051864238896095004,0.15848954137340274,0.07587644334486414,Other_Faults,Other_Faults
0,4,0,1836,0.0859345840328674,0.07868398111782325,0.21238931597491878,0.4687758528312103,0.04113762186998417,0.08429185912298899,0.02878678505020709,Other_Faults,Other_Faults
0,4,0,1539,0.16565035101708595,0.07647072186124647,0.11593691971413769,0.3859192289522099,0.05253188806074884,0.1481586162288356,0.05533227416573542,Other_Faults,Other_Faults
0,4,0,1835,0.09639242685249493,0.08060117463969506,0.14807187435278726,0.3969261715681114,0.06693822124225297,0.12698218367149894,0.08408794767315939,Other_Faults,Other_Faults
0,4,0,1572,0.266941776509244,0.08478959217147843,0.032892392257798345,0.23474377389195614,0.2324568808971515,0.05377001621275274,0.09440556805961879,Bumps,Other_Faults
0,4,0,1790,0.2955813747997929,0.1070700898293365,0.03691546270167883,0.2255311248644521,0.07476052441298893,0.09631797665120116,0.16382344674054944,Bumps,Other_Faults
0,4,0,1581,0.12268871160254748,0.09069114360715302,0.04076169456633089,0.1948687666307501,0.25168916246660794,0.026013663630055296,0.2732868574965553,Z_Scratch,Other_Faults
0,4,0,1898,0.21208631664405622,0.08095344719163812,0.03183672548863772,0.4394395233157342,0.08853395419092047,0.10093798010910998,0.04621205305990314,Other_Faults,Other_Faults
0,4,0,1780,0.09265294542163967,0.09168666445822737,0.22332809989576477,0.35048501228341045,0.04318557337571746,0.11601635328791705,0.08264535127732332,Other_Faults,Other_Faults
0,4,0,1690,0.0473472010630011,0.08627373559882587,0.3346206973818747,0.2601140641662066,0.13460418030174812,0.0348127171997414,0.10222740428860219,K_Scratch,Other_Faults
0,4,0,1475,0.36328425277306037,0.1133290881568867,0.12388249505373143,0.1503887782587914,0.11907470071126752,0.10677930180058912,0.023261383245673544,Bumps,Other_Faults
0,4,0,1823,0.2093229241745464,0.042557732732022825,0.017530551036762106,0.36987767041447583,0.05637912201996173,0.07990451973545187,0.22442747988677927,Other_Faults,Other_Faults
0,4,0,1922,0.13532272202477597,0.06625550532954669,0.2681207970821401,0.18999889871395712,0.05108532389156382,0.12251113791443514,0.16670561504358114,K_Scratch,Other_Faults
0,4,0,1713,0.2628452907608442,0.060211896868957164,0.04443453486211282,0.38706039159263844,0.0957320901640716,0.11074355843776233,0.0389722373136135,Other_Faults,Other_Faults
0,4,0,1552,0.12850278065624418,0.06449645596221877,0.20349085093840652,0.202270646248021,0.08919325811293752,0.15531246733938878,0.15673354074278328,K_Scratch,Other_Faults
0,4,0,1276,0.05096417730060533,0.07007523283149855,0.5557472778605783,0.1203791101848861,0.06613020303492692,0.06127684343724118,0.07542715535026363,K_Scratch,Other_Faults
0,4,0,1419,0.281813369180425,0.08525880682124479,0.05159670414426686,0.18725506667253639,0.11756701737479502,0.0667771577309245,0.20973187807580748,Bumps,Other_Faults
0,4,0,1662,0.14121696963723873,0.15734661681183199,0.07101299320809484,0.21480171765677966,0.2162078207650104,0.11739640107422597,0.0820174808468184,Pastry,Other_Faults
0,4,0,1827,0.09728533553891255,0.09854396291318204,0.1328392135735022,0.42057922659472985,0.07496354146668832,0.15861074860507013,0.017177971307914756,Other_Faults,Other_Faults
0,4,0,1469,0.2740820721577101,0.08054467687943236,0.06625608559516477,0.2569245820650033,0.11377933846037605,0.18635990455147428,0.022053340290839177,Bumps,Other_Faults
0,4,0,1744,0.18806459586812738,0.09525698885149057,0.11338384421501921,0.3617726704986223,0.07596631993058242,0.13450642577646202,0.031049154859696188,Other_Faults,Other_Faults
0,4,0,1489,0.10118463195230533,0.09192446236141215,0.012967783207743312,0.551130358726337,0.16098988355429558,0.060089055925363684,0.0217138242725428,Other_Faults,Other_Faults
0,4,0,1918,0.1334519920286296,0.07771461030964218,0.3237686970483755,0.2048145344662802,0.05597606731303269,0.11332828191665384,0.090945816917386,K_Scratch,Other_Faults
0,4,0,1900,0.24059691213224974,0.07765617318635235,0.01847475132735142,0.4321712060393502,0.07157161074319957,0.10930066699529728,0.050228679576199455,Other_Faults,Other_Faults
0,4,0,1670,0.25426882569787806,0.08203519858607997,0.02872253906193732,0.4378273781691529,0.07129848975590211,0.05730591215372063,0.06854165657532905,Other_Faults,Other_Faults
0,4,0,1579,0.12144661315271105,0.08970767861487265,0.03983581695479031,0.19977617422239638,0.24734443634511286,0.026742486585579872,0.27514679412453696,Z_Scratch,Other_Faults
0,4,0,1269,0.07844406857103227,0.13513863807518206,0.0800235181221953,0.265466559172203,0.21851666488029514,0.08088568718122105,0.14152486399787118,Other_Faults,Other_Faults
0,4,0,1525,0.061627762366828265,0.07496026463592917,0.12320557150057522,0.243539550444226,0.2078705244971491,0.10488431625711413,0.1839120102981782,Other_Faults,Other_Faults
0,4,0,1358,0.05073500891105752,0.06899477141652,0.4442499442963112,0.1323623477636399,0.1031362143983744,0.15248994269059038,0.048031770523506476,K_Scratch,Other_Faults
0,4,0,1433,0.47549571767727217,0.07376857467243507,0.04249581660714201,0.16642519730333843,0.12750506927759733,0.07099765586515491,0.04331196859706003,Bumps,Other_Faults
0,4,0,1560,0.34442706825861236,0.05921486032012116,0.021300640002481278,0.2686758437368226,0.12700401033578976,0.09767042892726344,0.08170714841890946,Bumps,Other_Faults
0,4,0,1847,0.07455477073654966,0.12693520159364685,0.10332277509377878,0.3265106190549559,0.1434475809148456,0.09708188852023678,0.12814716408598661,Other_Faults,Other_Faults
0,4,0,1723,0.12819480800867092,0.051677807018798136,0.19117397305254483,0.2566444459699977,0.06109230865851309,0.13501640710763185,0.17620025018384336,Other_Faults,Other_Faults
0,4,0,1926,0.09737059612215994,0.11520920312750942,0.023247556609185743,0.45723874143807863,0.09347336776758376,0.1265527657880029,0.08690776914747968,Other_Faults,Other_Faults
0,4,0,1933,0.05891031108626324,0.09460846992819473,0.24237711922453906,0.3514026306507986,0.03603367215710673,0.11537993719716694,0.10128785975593078,Other_Faults,Other_Faults
0,4,0,1426,0.3713467013274348,0.07619468421619716,0.052486491355829404,0.12683247330142014,0.06430472946739607,0.1266399076358081,0.18219501269591437,Bumps,Other_Faults
0,4,0,1875,0.2267985712330629,0.09368350852043873,0.029080267574183485,0.429466193770139,0.077738638788123,0.10431273262638616,0.03892008748766667,Other_Faults,Other_Faults
0,4,0,1568,0.27466858231731295,0.08982034942453937,0.016821288031793148,0.34899105204158576,0.12020811887608926,0.05401382709246126,0.09547678221621836,Other_Faults,Other_Faults
0,4,0,1631,0.3841451872325756,0.06513022444796118,0.022551535753891135,0.27762447495365056,0.1046901152008517,0.07170671480062432,0.07415174761044532,Bumps,Other_Faults
0,4,0,1488,0.1350257345773153,0.07442007913082557,0.02649004261869823,0.5662242195045728,0.11919879134327022,0.061561207063133776,0.01707992576218408,Other_Faults,Other_Faults
0,4,0,1548,0.11923704238494565,0.08209462174179764,0.14266401448292837,0.21562418925405188,0.10450097065589702,0.15907391332641066,0.17680524815396872,Other_Faults,Other_Faults
0,4,0,1894,0.32595354156885675,0.0797969869503306,0.040857732789422146,0.3409222393518203,0.0626382838244165,0.0757668757211391,0.07406433979401454,Other_Faults,Other_Faults
0,4,0,1474,0.38528147027793735,0.11618084145879733,0.11097586248310397,0.12944776004939004,0.12974146507821666,0.0995136038574496,0.028858996795104955,Bumps,Other_Faults
0,4,0,1672,0.2709612166328772,0.06375382811556163,0.015289875166828747,0.39671018547156306,0.08938573177461029,0.04178404126284185,0.12211512157571737,Other_Faults,Other_Faults
0,4,0,1289,0.03531122384030826,0.10771573280824674,0.4201584218678684,0.048733992189790826,0.23076645166849535,0.04077683840976008,0.11653733921553033,K_Scratch,Other_Faults
0,4,0,1655,0.08244034401287173,0.14956141836342315,0.023310665082908785,0.37244316961040264,0.19805075674476344,0.10107133878774634,0.07312230739788382,Other_Faults,Other_Faults
0,4,0,1909,0.11507548618949347,0.08551420558533175,0.20070332295845772,0.2508726290447869,0.05505478169872915,0.11855056213882496,0.17422901238437608,Other_Faults,Other_Faults
0,4,0,1693,0.03910830394590007,0.11584168350245726,0.06735300123725434,0.25106147592672357,0.288550001901232,0.040683451181926664,0.1974020823045062,Pastry,Other_Faults
0,4,0,1482,0.061765328398083054,0.08346477174796825,0.011066016913626547,0.5169195241802406,0.20170328993559067,0.05753494500118075,0.06754612382331016,Other_Faults,Other_Faults
0,4,0,1493,0.1101253404553768,0.09301956631926425,0.017403324594720444,0.5525088272034142,0.1484826681668337,0.0592058885952724,0.01925438466511822,Other_Faults,Other_Faults
0,4,0,1728,0.18092160086699233,0.07349530060152315,0.171732768406827,0.24503562146014965,0.08974909086171244,0.1785500047029622,0.060515613099833006,Other_Faults,Other_Faults
0,4,0,851,0.10241941329224101,0.1939844849044974,0.05221494362538648,0.263314020694666,0.22935611704317585,0.06453376961634866,0.0941772508236848,Other_Faults,Dirtiness
0,4,0,811,0.11447317767096535,0.10925591688240475,0.0681680821141152,0.3503973546806565,0.1761521721348988,0.09254737796619202,0.08900591855076728,Other_Faults,Dirtiness
0,4,0,843,0.10990904442610638,0.19696874507746429,0.06422326416753237,0.23374233868626937,0.2503829471235452,0.05809330134779191,0.08668035917129045,Pastry,Dirtiness
0,4,0,845,0.09784852460386555,0.184567761265484,0.033530915367855324,0.3033582896553473,0.19328644607832304,0.07830917316577683,0.109098889863348,Other_Faults,Dirtiness
0,4,0,844,0.10405287777728463,0.1897696832878219,0.06349790757287516,0.29177204386495437,0.19301787178831925,0.06617320322367584,0.09171641248506882,Other_Faults,Dirtiness
0,4,0,713,0.1067259560251145,0.08234463621205017,0.5003353603968663,0.12094405113447142,0.08509062117953974,0.05541232170772162,0.0491470533442363,K_Scratch,K_Scratch
0,4,0,521,0.06818794569580285,0.06322433549196116,0.5527107631253213,0.11540229042794128,0.07965665990645289,0.061112048589172976,0.05970595676334769,K_Scratch,K_Scratch
0,4,0,687,0.050840792608246296,0.07281487100086634,0.5572576687188588,0.11804319717899873,0.06658248191527685,0.06038625312176561,0.07407473545598742,K_Scratch,K_Scratch
0,4,0,511,0.0688487307365543,0.06299766072200842,0.604901084253431,0.07172020381069084,0.045626312963928314,0.05883611894028647,0.08706988857310063,K_Scratch,K_Scratch
0,4,0,372,0.21653650884594094,0.08571699897182511,0.19263344013679096,0.23376135672309264,0.0913811355555933,0.1471466642655081,0.032823895501248895,Other_Faults,K_Scratch
0,4,0,487,0.060637084612819324,0.06462596845807936,0.6238671642174577,0.05811302768605259,0.06691369459647782,0.04435066301300052,0.08149239741611265,K_Scratch,K_Scratch
0,4,0,604,0.05257744679384623,0.06201123561893559,0.5726394884859834,0.11001775953847054,0.06762621697248516,0.06613594099357427,0.0689919115967046,K_Scratch,K_Scratch
0,4,0,432,0.06156434987969853,0.06020625304580291,0.6527503148032224,0.043889173641843,0.05924223963465405,0.047612563023730195,0.07473510597104892,K_Scratch,K_Scratch
0,4,0,478,0.06624633831145689,0.06090168664267733,0.6192371817583333,0.06119698238631239,0.06083357878754052,0.04691966632739478,0.08466456578628478,K_Scratch,K_Scratch
0,4,0,524,0.08070812035719047,0.07845163880832304,0.41519484332388823,0.19923285204893199,0.051377653551681675,0.04355308128770151,0.13148181062228323,K_Scratch,K_Scratch
0,4,0,672,0.052868215602160436,0.06930529840245876,0.5552570873724143,0.12174483507868374,0.06512166644371094,0.061877708001087994,0.07382518909948399,K_Scratch,K_Scratch
0,4,0,399,0.034764259704256534,0.0631386535422211,0.6893073426617069,0.02284213585525538,0.04912361575623776,0.07260752476061509,0.06821646771970741,K_Scratch,K_Scratch
0,4,0,361,0.19367961422004262,0.09382903631879748,0.2199791655452168,0.2241618089848379,0.09858560761309114,0.14475142227644794,0.02501334504156612,Other_Faults,K_Scratch
0,4,0,444,0.06524982022469322,0.05832660001269586,0.6302340770436482,0.0499115198451416,0.04774526604001818,0.06536947339995616,0.08316324343384668,K_Scratch,K_Scratch
0,4,0,452,0.0689379967171325,0.10220913258883065,0.2840340935221029,0.22578857289291973,0.10183077317141973,0.0540793142140952,0.1631201168934992,K_Scratch,K_Scratch
0,4,0,620,0.047763901132468665,0.0677349615734961,0.5671879416832173,0.11308355658606445,0.06146024637268635,0.061349193116243365,0.0814201995358237,K_Scratch,K_Scratch
0,4,0,390,0.35620258518859366,0.06126150807565323,0.04711203546024201,0.25109840767931835,0.1715603593395768,0.03462885131841779,0.07813625293819806,Bumps,K_Scratch
0,4,0,378,0.20938953512550357,0.08648162797593513,0.15471720018752982,0.2704326349762679,0.08029898597015166,0.1603989422352512,0.038281073529360644,Other_Faults,K_Scratch
0,4,0,714,0.10580599502474504,0.08201923526468943,0.5022278311936186,0.11725071431417264,0.08624745244787826,0.05630754884267402,0.05014122291222209,K_Scratch,K_Scratch
0,4,0,407,0.023565142786401903,0.06588715506170088,0.6690657078270836,0.05966899910743075,0.04610188282528394,0.08307608829870572,0.052635024093393,K_Scratch,K_Scratch
0,4,0,479,0.06157621348690356,0.06462950250422843,0.6098353302502357,0.0628160690863853,0.06955148216039184,0.04523286062743411,0.08635854188442091,K_Scratch,K_Scratch
0,4,0,365,0.22257606568711877,0.05354128222935637,0.3793295980114893,0.11340336865794912,0.12189797088193156,0.09205355462667894,0.0171981599054758,K_Scratch,K_Scratch
0,4,0,678,0.05198792155722577,0.0696242688413194,0.5709483948236086,0.10315776822421102,0.0657769268803342,0.06195144647148049,0.0765532732018206,K_Scratch,K_Scratch
0,4,0,656,0.04692369074321423,0.06959711720623583,0.5636097326728035,0.11836985566899687,0.06584255485042084,0.06095800992318726,0.07469903893514153,K_Scratch,K_Scratch
0,4,0,492,0.07674680435964805,0.05984437309577769,0.6021991558936046,0.07106110420220911,0.059818366787133426,0.044760966381346766,0.08556922928028039,K_Scratch,K_Scratch
0,4,0,596,0.05378586421907793,0.06092921493733652,0.5714522135715474,0.10483847152005846,0.06703349963282187,0.06722234138341777,0.07473839473573997,K_Scratch,K_Scratch
0,4,0,627,0.05302952642226792,0.06437204156507284,0.5641746574371086,0.10281783614386276,0.057558736875741916,0.06794728646945056,0.0900999150864954,K_Scratch,K_Scratch
0,4,0,475,0.06932827441854444,0.060643598097969,0.6114714686739084,0.06028205061155785,0.06726424281263327,0.045537461848339,0.08547290353704819,K_Scratch,K_Scratch
0,4,0,494,0.0667097593843564,0.06360107403679396,0.6175840660794454,0.06355413899158482,0.0583029231833402,0.04394063111598026,0.08630740720849904,K_Scratch,K_Scratch
0,4,0,659,0.05191002671790222,0.06733395786035809,0.5636067499658044,0.11209523882237035,0.06380983404369935,0.06333213032151025,0.07791206226835545,K_Scratch,K_Scratch
0,4,0,691,0.056852055805766216,0.06692341962034824,0.5565191463109544,0.11314758982568472,0.06244647042052153,0.06415757591110545,0.07995374210561934,K_Scratch,K_Scratch
0,4,0,472,0.06866520788963548,0.06356610004073011,0.6289792767967155,0.04841375275789562,0.07115500003484497,0.04442566431407396,0.07479499816610438,K_Scratch,K_Scratch
0,4,0,412,0.05056186285469834,0.06272472435380735,0.6743066479940141,0.026834627615833887,0.05635770035081518,0.0663497794683516,0.06286465736247968,K_Scratch,K_Scratch
0,4,0,584,0.05296960979288855,0.05763168323102165,0.5653790872831095,0.11492563889120766,0.0654339860357757,0.06837306112528935,0.07528693364070761,K_Scratch,K_Scratch
0,4,0,641,0.0611051254480442,0.060494340011937,0.5753430494449503,0.09363668290136207,0.07034169902449672,0.06898142028409343,0.07009768288511632,K_Scratch,K_Scratch
0,4,0,628,0.05202082706251206,0.06559303643166739,0.5684321724619121,0.10567221961598301,0.06706602386412801,0.0645604574992066,0.07665526306459068,K_Scratch,K_Scratch
0,4,0,608,0.052873779599696955,0.06353598767412731,0.5661495162545079,0.10628546474893637,0.06762707806181412,0.0673403745949114,0.07618779906600574,K_Scratch,K_Scratch
0,4,0,424,0.054116763888919395,0.061982360872428144,0.6605094862287365,0.03452556980903564,0.054011824424931514,0.06520425350546628,0.06964974127048257,K_Scratch,K_Scratch
0,4,0,613,0.05206934948721401,0.06363384585382943,0.5648445464384825,0.11168711378203415,0.06651765836871558,0.06635859300504511,0.07488889306467925,K_Scratch,K_Scratch
0,4,0,48,0.3786653244917865,0.05165706921332488,0.03027291595773012,0.25672062555763614,0.09323888640217941,0.09113479366606826,0.09831038471127472,Bumps,Pastry
0,4,0,75,0.29863393253129744,0.05371104547976492,0.025140936226548682,0.3012202833303795,0.08534989399966926,0.12131860884332622,0.11462529958901384,Other_Faults,Pastry
0,4,0,113,0.1257722957946205,0.12379807471936627,0.03769876980548426,0.3371112520408378,0.2772384985441356,0.07056835621735075,0.027812752878204852,Other_Faults,Pastry
0,4,0,157,0.1576074653965136,0.09793136783081831,0.08928839447894146,0.13407355463297047,0.14460337515184418,0.05978062934409854,0.31671521316481355,Z_Scratch,Pastry
0,4,0,34,0.19590875994988086,0.09745485229679918,0.14178059161165885,0.1681578577582434,0.28726709480728124,0.06770959293370474,0.04172125064243179,Pastry,Pastry
0,4,0,133,0.17651489462490705,0.0947622257272372,0.05184585812304441,0.3544759986944761,0.23403059521163916,0.06798036544979727,0.020390062168898763,Other_Faults,Pastry
0,4,0,0,0.13727626759730266,0.0880834595782431,0.033056487368636145,0.2059184943640725,0.24879427701411228,0.03805954897770452,0.24881146509992885,Z_Scratch,Pastry
0,4,0,76,0.18656768164946633,0.10498142565618393,0.025453742116707496,0.28744462946623495,0.22631779533422514,0.041512839200923864,0.12772188657625833,Other_Faults,Pastry
0,4,0,136,0.10573490423373047,0.16012397896286368,0.05383979675860262,0.22382084485147483,0.23002544041561226,0.12202377095537131,0.1044312638223448,Pastry,Pastry
0,4,0,82,0.18399119860430643,0.08157501367435632,0.09995489834734592,0.24195678945677143,0.08823899853050002,0.2164208799200256,0.08786222146669438,Other_Faults,Pastry
0,4,0,22,0.08107848726757853,0.06637062671815412,0.07465685164447333,0.4576606192185179,0.1896403711799002,0.08671066116171135,0.0438823828096646,Other_Faults,Pastry
0,4,0,155,0.11566956118450636,0.10338282773413335,0.043388899076923525,0.18542059328122937,0.11492119672098838,0.06508704837693012,0.37212987362528893,Z_Scratch,Pastry
0,4,0,38,0.05653424360320279,0.11618597731989297,0.06205946919318456,0.1974820151911779,0.1743964629884087,0.09325692861315305,0.30008490309098,Z_Scratch,Pastry
0,4,0,140,0.15664757970800827,0.15135011401079576,0.04691215147747493,0.1000821792887533,0.2427156045281233,0.029181420473582784,0.27311095051326156,Z_Scratch,Pastry
0,4,0,120,0.10785281508839295,0.141144250728074,0.04881969270534482,0.32759948810385414,0.3026552442140527,0.042493545958557345,0.02943496320172417,Other_Faults,Pastry
0,4,0,28,0.0990052144085322,0.16521460384759568,0.22634315888726644,0.09869079902808367,0.3227196899719973,0.041795837010618404,0.04623069684590634,Pastry,Pastry
0,4,0,211,0.1447450336805266,0.09794360953006179,0.12421797760105344,0.15213781367505116,0.11335159298361072,0.03257423842864918,0.33502973410104714,Z_Scratch,Z_Scratch
0,4,0,235,0.11659482374945562,0.1119842682620932,0.03347608014033307,0.18616781258754292,0.12160522352299842,0.06185236630169803,0.36831942543587864,Z_Scratch,Z_Scratch
0,4,0,304,0.18024979505752345,0.060781144815018985,0.09681787848071781,0.19093226703433502,0.04779430052021655,0.09749124400835006,0.3259333700838381,Z_Scratch,Z_Scratch
0,4,0,268,0.1484060864476705,0.08260773089705475,0.021987319150907847,0.21575148135510158,0.06759347554258463,0.0849660526098623,0.37868785399681854,Z_Scratch,Z_Scratch
0,4,0,313,0.24076022714034412,0.047600537026588736,0.0360500618820835,0.1300322866329477,0.07195017611102177,0.08450592850230607,0.38910078270470805,Z_Scratch,Z_Scratch
0,4,0,161,0.10861380133487646,0.0953905625490937,0.049144563718667204,0.14278733792619233,0.15345588062549323,0.04227167828747722,0.4083361755581999,Z_Scratch,Z_Scratch
0,4,0,239,0.2769582138112184,0.08981983284410379,0.08258943456636136,0.18637698718113632,0.06832108171473347,0.05198836910893552,0.24394608077351107,Bumps,Z_Scratch
0,4,0,230,0.19806977487835262,0.06613032574793266,0.03103819432046366,0.20875723148179265,0.058907662124838125,0.09573711784966318,0.3413596935969571,Z_Scratch,Z_Scratch
0,4,0,252,0.11955548659123634,0.09176057804297501,0.04890966784655939,0.1702669778057561,0.11518363802005065,0.03977841201343822,0.41454523967998425,Z_Scratch,Z_Scratch
0,4,0,332,0.055690358414202924,0.08189576207211936,0.34942272342627917,0.26636394753607046,0.045232554107437276,0.08494428173639075,0.11645037270750004,K_Scratch,Z_Scratch
0,4,0,257,0.13443243756780418,0.08991385691264582,0.03949142194210503,0.16828307006950666,0.11054087248497936,0.0572203371896029,0.40011800383335616,Z_Scratch,Z_Scratch
0,4,0,316,0.15724872075575438,0.07385947946671682,0.06943616705687668,0.19756876345456906,0.0709692050607621,0.03974717782307244,0.3911704863822485,Z_Scratch,Z_Scratch
0,4,0,306,0.1488926546320181,0.0849386107160618,0.035513229997611265,0.16479925780820678,0.098308744587781,0.06608886707495931,0.4014586351833616,Z_Scratch,Z_Scratch
0,4,0,302,0.2570186085892561,0.05915154213707805,0.0876272788922552,0.14920423284931728,0.044662061567284916,0.0880221584458424,0.31431411751896604,Z_Scratch,Z_Scratch
0,4,0,200,0.12602887992045778,0.09460804902154024,0.023678913640988803,0.18740380824900377,0.11025225663335143,0.0761573345677422,0.3818707579669157,Z_Scratch,Z_Scratch
0,4,0,273,0.2330317155013159,0.0632649933710115,0.08717248933099105,0.22857468509900922,0.024658109312167862,0.06503690442579585,0.29826110295970865,Z_Scratch,Z_Scratch
0,4,0,183,0.1047422358607191,0.10212797433835841,0.05124790160019078,0.19460103982053184,0.10115991943217027,0.039145888027731314,0.40697504092029846,Z_Scratch,Z_Scratch
0,4,0,267,0.24070626702815312,0.06032339682261114,0.08695721848625673,0.18012704087012157,0.04214673430594528,0.11106215296097714,0.27867718952593495,Z_Scratch,Z_Scratch
0,4,0,266,0.18657666560137154,0.09174076258259743,0.056218954494039027,0.19002266642280777,0.0844526903978641,0.05356882644926377,0.3374194340520563,Z_Scratch,Z_Scratch
0,4,0,750,0.09523281473824798,0.1002309269899725,0.059269628598372724,0.36491750013948876,0.0699653512256269,0.24735443436463472,0.06302934394365636,Other_Faults,Stains
0,4,0,803,0.17493508291402715,0.08709852408360638,0.094540514860062,0.2787231143894802,0.07312149054973995,0.23093209554210106,0.06064917766098332,Other_Faults,Stains
0,4,0,781,0.19527593908159696,0.08574166860737913,0.0598181425839044,0.29492618187817826,0.04469203091820238,0.23635025632254136,0.08319578060819752,Other_Faults,Stains
0,4,0,757,0.19216608175050132,0.09347715084122923,0.06394502576872134,0.23984646578894228,0.08082207987362187,0.27928688600642126,0.05045630997056271,Stains,Stains
0,4,0,748,0.19693587898774004,0.06809762679745512,0.0671356341159825,0.289309042844335,0.06425409851958962,0.2466710104183582,0.06759670831653959,Other_Faults,Stains
0,4,0,744,0.1412962689220282,0.09716491011927944,0.07322321825382472,0.2931474219085201,0.06565406540708589,0.2648911460501528,0.06462296933910887,Other_Faults,Stains
0,4,0,802,0.1742467459185897,0.08691178259207902,0.0977027998314829,0.2514567259063141,0.09533362692928841,0.24636308557661415,0.04798523324563158,Other_Faults,Stains
0,5,0,1241,0.2590501347491667,0.12322228245156522,0.173882845962231,0.1883980907223738,0.13583041366017978,0.07264800839923823,0.04696822405524522,Bumps,Bumps
0,5,0,1119,0.1329775498631635,0.09997281671101141,0.10694532886833517,0.2630667441778441,0.1613345964161866,0.12257347457238531,0.11312948939107399,Other_Faults,Bumps
0,5,0,1248,0.3178888043657101,0.11424563294061457,0.11346971294850888,0.1893725326409559,0.08814357216917039,0.14447466926884714,0.03240507566619292,Bumps,Bumps
0,5,0,1174,0.3932998679871452,0.05963896679252011,0.048709589357986804,0.23135078607317885,0.098733668661016,0.10593432014494135,0.06233280098321158,Bumps,Bumps
0,5,0,956,0.3339494236530606,0.08383272235126006,0.022325044144147807,0.25782468821296406,0.18733728836632166,0.0413266437236777,0.07340418954856799,Bumps,Bumps
0,5,0,919,0.31553961977033557,0.08232310413246897,0.02662113781857171,0.26174968144638966,0.12656615463779017,0.06802776197378688,0.11917254022065714,Bumps,Bumps
0,5,0,1150,0.3629980128618651,0.060847700034116374,0.04645144702850571,0.30701821250554073,0.07271225450356743,0.07631677987876057,0.0736555931876441,Bumps,Bumps
0,5,0,1139,0.2869421810759724,0.054776579707463434,0.055202676477677196,0.2566542395551527,0.1495034077700561,0.060026995014243065,0.13689392039943515,Bumps,Bumps
0,5,0,1133,0.1983605242734733,0.1015260662653595,0.20747094908014932,0.19773474861953377,0.11548979709607754,0.09862463666105224,0.08079327800435418,K_Scratch,Bumps
0,5,0,1141,0.270385159140875,0.04252866306358956,0.10707149366741123,0.22939024445843015,0.08423620463236267,0.09247854461694309,0.17390969042038826,Bumps,Bumps
0,5,0,923,0.32368155518117037,0.061858633596564586,0.07843233851653818,0.20010984955552932,0.13434382229999928,0.06360124062322765,0.1379725602269707,Bumps,Bumps
0,5,0,1024,0.2496602883434143,0.0859949452476007,0.021863906315941303,0.23419525215165243,0.1699573633896239,0.06270254056751583,0.17562570398425162,Bumps,Bumps
0,5,0,933,0.41637000331667884,0.06235197127338512,0.043681809229367166,0.20790769261603204,0.09624751142979644,0.10615431593156123,0.06728669620317916,Bumps,Bumps
0,5,0,1124,0.24760191546780685,0.10289776572404477,0.14717783861565112,0.198162489508834,0.13914842443290032,0.11914863343005719,0.04586293282070562,Bumps,Bumps
0,5,0,1114,0.08295977951501757,0.09026092433173045,0.16081003603870486,0.30626449108542264,0.06243546985533385,0.1578900685613847,0.13937923061240595,Other_Faults,Bumps
0,5,0,1088,0.12100629086531671,0.17056902217332054,0.09847851983929393,0.24045854826357171,0.16177191301974764,0.0955937328509251,0.11212197298782442,Other_Faults,Bumps
0,5,0,1144,0.3727331153287147,0.05994502311094198,0.039031139657263084,0.2508334067757741,0.11690226142498313,0.09020005422856395,0.07035499947375895,Bumps,Bumps
0,5,0,1027,0.4031876970190168,0.06634099241511097,0.040280106321018645,0.21212595790473002,0.0903831688730336,0.08671758641934585,0.10096449104774413,Bumps,Bumps
0,5,0,1160,0.2393968878334938,0.045923136573796125,0.1428456509882406,0.2530163684145222,0.07648829846696004,0.06590842025513019,0.17642123746785712,Other_Faults,Bumps
0,5,0,875,0.159526348374394,0.12823627253623351,0.0704147910033452,0.2670707921736923,0.2643161147210353,0.06735403871038032,0.043081642480919405,Other_Faults,Bumps
0,5,0,868,0.2913665851865595,0.07865604404514423,0.010418822817330945,0.30742622371025713,0.0996095002863282,0.08768660273872493,0.12483622121565514,Other_Faults,Bumps
0,5,0,1047,0.33888962047974625,0.08118440253789001,0.02794679540966526,0.25250084842659193,0.10009913494888625,0.06810315670196272,0.13127604149525762,Bumps,Bumps
0,5,0,1073,0.385611643738532,0.08494696284336084,0.04228355206681037,0.15223070702275235,0.09215589642685085,0.0870169030497398,0.15575433485195386,Bumps,Bumps
0,5,0,1021,0.24082893899065835,0.09850401312590437,0.006881340400774447,0.27405863787651125,0.1984069440670691,0.05687971882632573,0.1244404067127566,Other_Faults,Bumps
0,5,0,1186,0.40389538723772733,0.06298922171887837,0.057185204987389805,0.21964963806150312,0.16753969691958276,0.03931913017289515,0.04942172090202348,Bumps,Bumps
0,5,0,927,0.2885126143479351,0.04638154339313992,0.1837698260203741,0.1342222442343507,0.13756731779103762,0.037082582737813584,0.17246387147534897,Bumps,Bumps
0,5,0,1163,0.3434777677953805,0.0688929796732727,0.05487728321369415,0.25217273291952974,0.11493793021331417,0.10302379249937257,0.06261751368543628,Bumps,Bumps
0,5,0,1025,0.43872125844039245,0.0717734640987143,0.02812699893424997,0.2153698818169044,0.08976103308525718,0.08482037633785193,0.07142698728662994,Bumps,Bumps
0,5,0,1175,0.41259791323422196,0.061549415374649995,0.052283148442232384,0.2192649510705745,0.10102926734303572,0.0827433437246424,0.07053196081064296,Bumps,Bumps
0,5,0,899,0.30668083706390953,0.05405234071623989,0.03849937523634747,0.23836838222277654,0.07621552761799788,0.13083940478580328,0.15534413235692546,Bumps,Bumps
0,5,0,1125,0.22352637880593287,0.09037587758191727,0.08496755067419758,0.38852895471375437,0.10180290760199204,0.08320407173498341,0.02759425888722235,Other_Faults,Bumps
0,5,0,1101,0.09249896316710746,0.07277195263027111,0.06363144978110027,0.3637255897007112,0.12836613580179956,0.12577973095539485,0.15322617796361562,Other_Faults,Bumps
0,5,0,881,0.33192920541839155,0.06972204656003222,0.03745623839159155,0.2855072535219027,0.13677024684262878,0.05608986862025913,0.08252514064519408,Bumps,Bumps
0,5,0,1099,0.20002173798839912,0.09574317933573447,0.12869332304739903,0.28688279904424013,0.04169452780975609,0.12457308465214145,0.12239134812232962,Other_Faults,Bumps
0,5,0,1183,0.40662086781396867,0.04844607503392917,0.05774263405845227,0.23488804748770836,0.15220413848614003,0.052766010939738615,0.04733222618006296,Bumps,Bumps
0,5,0,1222,0.23485116611883614,0.07499289819279292,0.08234944557566577,0.25510035511816825,0.04130067331021093,0.07818081923970636,0.2332246424446198,Other_Faults,Bumps
0,5,0,1038,0.34876569339486074,0.06940865400873454,0.05833807938731414,0.2676526374007282,0.11082908098555781,0.08953838745492539,0.055467467367879164,Bumps,Bumps
0,5,0,911,0.2804975654276792,0.12356884959462362,0.014787645872494625,0.23875740460299597,0.21169234938510717,0.0479945674007723,0.08270161771632728,Bumps,Bumps
0,5,0,1251,0.37883166807714796,0.0995316332314211,0.2028087938335834,0.1312405061627189,0.10457010856010547,0.06854516366827008,0.014472126466753195,Bumps,Bumps
0,5,0,1238,0.2028180418850074,0.1013518179871104,0.10968171775307747,0.25307643646271555,0.09948245702791436,0.15136968430492315,0.08221984457925176,Other_Faults,Bumps
0,5,0,1567,0.10577272005834035,0.09823923479369812,0.038623051937479426,0.24346830348350892,0.14447375609079424,0.03395119794618479,0.33547173568999417,Z_Scratch,Other_Faults
0,5,0,1648,0.14036378768019864,0.08964351989674645,0.03638345115266362,0.3363096967417411,0.1063738121933851,0.17606213771771329,0.11486359461755188,Other_Faults,Other_Faults
0,5,0,1300,0.056583145615163206,0.08611112637788315,0.051817199456318214,0.4261603159839816,0.2559931053843007,0.058173575554372386,0.06516153162798076,Other_Faults,Other_Faults
0,5,0,1840,0.05064586444948882,0.09460040140966403,0.19428717019566116,0.32433105232652015,0.08358917283943952,0.07854743768205348,0.17399890109717275,Other_Faults,Other_Faults
0,5,0,1687,0.062318708842772984,0.0690838029800289,0.10830178092709654,0.4399073987733805,0.05570464234314024,0.15277944828784057,0.11190421784574023,Other_Faults,Other_Faults
0,5,0,1441,0.37428548023946434,0.07761519122271077,0.02231892580923749,0.26376689822434934,0.12878116064186432,0.06985646272115623,0.06337588114121756,Bumps,Other_Faults
0,5,0,1502,0.08549849018057867,0.09342335439888508,0.04203787435193662,0.5226763149099576,0.20749244843164488,0.03173845775202069,0.017133059974976408,Other_Faults,Other_Faults
0,5,0,1861,0.3898979088042932,0.05089363106968743,0.01976773933528709,0.22427982220743056,0.16064905123441744,0.07622488124805431,0.07828696610082991,Bumps,Other_Faults
0,5,0,1306,0.0538416422047675,0.09238664348840223,0.04404837324230931,0.41872307440586304,0.26124498707447263,0.057441896882976365,0.07231338270120895,Other_Faults,Other_Faults
0,5,0,1622,0.20703010504926347,0.0780183182697222,0.03813126429842871,0.41735067686320365,0.10290568699356126,0.0915066567481462,0.0650572917776743,Other_Faults,Other_Faults
0,5,0,1404,0.24867464778940418,0.06912502790549321,0.19910695999150266,0.2089708918243681,0.06912089255732899,0.1510326403712196,0.053968939560683396,Bumps,Other_Faults
0,5,0,1826,0.08432828188462,0.07952143085099414,0.05751820934403425,0.483193167735911,0.08495787210487675,0.1724163995872572,0.03806463849230666,Other_Faults,Other_Faults
0,5,0,1911,0.05866617077418693,0.0805558752358049,0.22911783720656725,0.29637080938770144,0.0437945764532188,0.143027437882334,0.14846729306018658,Other_Faults,Other_Faults
0,5,0,1527,0.18417955067202324,0.0762691285003894,0.0466142910371051,0.30823832767815484,0.2706568621093045,0.0931155515692668,0.020926288433756195,Other_Faults,Other_Faults
0,5,0,1829,0.06985431754798445,0.09670445924602564,0.14874484422874654,0.4155985275938864,0.08696038253171604,0.09349109963394771,0.0886463692176933,Other_Faults,Other_Faults
0,5,0,1378,0.21387170683452228,0.1099249081835316,0.0981093682854779,0.35305075947496034,0.04702227571865311,0.05657626667339099,0.12144471482946387,Other_Faults,Other_Faults
0,5,0,1808,0.2275013204828587,0.048784041300324606,0.1025771079726043,0.20999950872626189,0.05436365377450285,0.0573595299203954,0.29941483782305234,Z_Scratch,Other_Faults
0,5,0,1436,0.2987933316626559,0.059240324405995845,0.044077699570514335,0.2683548465091265,0.14064658115577816,0.06412183842376218,0.12476537827216709,Bumps,Other_Faults
0,5,0,1709,0.03048660456428316,0.11801097450265664,0.13960292341035205,0.4293320178778317,0.1054252267358685,0.03635630578671002,0.1407859471222981,Other_Faults,Other_Faults
0,5,0,1917,0.09247079373679622,0.07568208194386257,0.1806368361230402,0.25725470899001984,0.04466557991701296,0.18504668376355612,0.16424331552571203,Other_Faults,Other_Faults
0,5,0,1341,0.21456524040880767,0.123509477038547,0.06853658843930406,0.22044627978900697,0.14136696212547764,0.1616461785086668,0.06992927369018985,Other_Faults,Other_Faults
0,5,0,1580,0.10962149498927978,0.09312034763700806,0.036594797494108114,0.19132541996915564,0.2456821228785158,0.023861927867913475,0.2997938891640191,Z_Scratch,Other_Faults
0,5,0,1422,0.30921281766738035,0.07320566467561856,0.050471044741411925,0.1992664809029751,0.05937900811503791,0.13274119271529708,0.17572379118227907,Bumps,Other_Faults
0,5,0,1905,0.11183627447090497,0.08579920686325371,0.06455169323516115,0.3570167031587454,0.06393975034546806,0.2302185291181828,0.08663784280828396,Other_Faults,Other_Faults
0,5,0,1303,0.08835550171128331,0.057947795217585966,0.0816652134024942,0.4427701939349105,0.20678497335930693,0.07288639646140167,0.04958992591301748,Other_Faults,Other_Faults
0,5,0,1578,0.1147322339166016,0.09973121778657507,0.041855148467524805,0.18093175097110198,0.2714989314204939,0.024145970783213018,0.26710474665448963,Pastry,Other_Faults
0,5,0,1664,0.2597841253086568,0.06283518042224512,0.020623315441739804,0.31161167782360777,0.1100168221115695,0.06323684932845593,0.17189202956372523,Other_Faults,Other_Faults
0,5,0,1310,0.08625003089517115,0.1057038761677228,0.01891707120807181,0.12484121049270387,0.18367287694722823,0.06158114321361433,0.4190337910754878,Z_Scratch,Other_Faults
0,5,0,1688,0.049590111546388274,0.10517569201988719,0.177924710964375,0.31258131329679134,0.18032452538080912,0.03769386754745585,0.13670977924429323,Other_Faults,Other_Faults
0,5,0,1491,0.06937321729655943,0.08853246000804528,0.031813285748062574,0.5207551693487462,0.19766982701112012,0.04220508520126877,0.04965095538619753,Other_Faults,Other_Faults
0,5,0,1280,0.27116415080050404,0.08767388589013915,0.011152386013477553,0.263004436190949,0.20694871032164175,0.053753442952508404,0.10630298783078017,Bumps,Other_Faults
0,5,0,1504,0.03207391001361479,0.1383720247173234,0.10322793369013637,0.4656512857367799,0.12171434666927818,0.032833043598762074,0.1061274555741053,Other_Faults,Other_Faults
0,5,0,1718,0.15684406211697538,0.07526573181251954,0.19373251132833524,0.2886360713095188,0.07972307040226459,0.1529528293428963,0.052845723687490125,Other_Faults,Other_Faults
0,5,0,1322,0.1205311536045805,0.16673473246393355,0.06659630779018293,0.2807300171761903,0.15289417028105637,0.10938274081695477,0.10313087786710165,Other_Faults,Other_Faults
0,5,0,1324,0.15674007529463704,0.12558599116780608,0.08774293285704182,0.3097925188139031,0.08306611617859735,0.1306526843118833,0.10641968137613132,Other_Faults,Other_Faults
0,5,0,1305,0.058101798360604744,0.08413480213730341,0.03854913152524949,0.44343021634794527,0.22956758086770912,0.07057590128758648,0.07564056947360144,Other_Faults,Other_Faults
0,5,0,1706,0.0668486687276179,0.14234404525825936,0.04950240982416162,0.42500406964409054,0.16870915822644628,0.04856687380349885,0.09902477451592545,Other_Faults,Other_Faults
0,5,0,1921,0.11240837148154192,0.08570574435219656,0.263093580892711,0.2572705547317099,0.047783852399887694,0.119379143148233,0.11435875299371992,K_Scratch,Other_Faults
0,5,0,1746,0.23167070763695521,0.058764284722132416,0.006289590179499604,0.42460049250249304,0.05072890039827501,0.07353788991507836,0.15440813464556655,Other_Faults,Other_Faults
0,5,0,1571,0.3234975014040617,0.05851669505531637,0.04522431510552423,0.24032423207562326,0.15859756234035005,0.07051335244080509,0.10332634157831927,Bumps,Other_Faults
0,5,0,1480,0.06240171948493581,0.08158066341509955,0.06107611266648982,0.5686342044072514,0.1351665781694724,0.03424395235880939,0.05689676949794149,Other_Faults,Other_Faults
0,5,0,1467,0.25524765894798457,0.061105321206884236,0.12919986976157807,0.31201116441952037,0.10461119286803898,0.12024277014917566,0.017582022646818112,Other_Faults,Other_Faults
0,5,0,1924,0.11598668158107672,0.07638917096232672,0.21545534112780698,0.2509343980989854,0.06395505925990275,0.08723473592492977,0.19004461304497167,Other_Faults,Other_Faults
0,5,0,1686,0.0628832803083753,0.0657483786909024,0.10230785797454055,0.43707775329466664,0.054394425233942376,0.15635885968746033,0.1212294448101124,Other_Faults,Other_Faults
0,5,0,1615,0.29177966835367936,0.08456645180150774,0.04125605684938437,0.19592528688024183,0.05026202270434036,0.09500898921581363,0.24120152419503282,Bumps,Other_Faults
0,5,0,1536,0.2622488914020235,0.05245827354025915,0.10268348033725866,0.2569334452618674,0.055519396371467626,0.0740646481260043,0.19609186496111936,Bumps,Other_Faults
0,5,0,1455,0.20129586618264075,0.08432924668596312,0.05577782315741451,0.37090505027526455,0.08987424443207569,0.14815825294945964,0.04965951631718165,Other_Faults,Other_Faults
0,5,0,1940,0.22103311485977267,0.06226365608935891,0.04643275189268258,0.2998367886475049,0.036462701689889424,0.11626784490915429,0.21770314191163712,Other_Faults,Other_Faults
0,5,0,1538,0.22334247093350357,0.07419349346414984,0.024509712586580013,0.4575597811728007,0.06471467033995756,0.10235571950697993,0.053324151996028316,Other_Faults,Other_Faults
0,5,0,1368,0.23723522356753904,0.08582061000136132,0.03381351946745124,0.2961219342912624,0.03851228665968214,0.11545983129412402,0.19303659471857987,Other_Faults,Other_Faults
0,5,0,1864,0.2645204470502002,0.08561943012656803,0.05554726994582529,0.34368086750136584,0.11937396323042722,0.10110786402337164,0.030150158122241727,Other_Faults,Other_Faults
0,5,0,1407,0.3783379297487677,0.07148826513234252,0.03891062381970246,0.24342199917666213,0.10411462468755468,0.10458761881661881,0.05913893861835148,Bumps,Other_Faults
0,5,0,1530,0.1979802261890531,0.0670500541467107,0.029870890509988642,0.210568043238332,0.16496681181809889,0.07449918753159877,0.2550647865662179,Z_Scratch,Other_Faults
0,5,0,1376,0.1202167904332423,0.07901543416821295,0.616414671687379,0.0810403148788779,0.05315552228170744,0.03615298834292409,0.014004278207656252,K_Scratch,Other_Faults
0,5,0,1802,0.18840008910561518,0.07276718028571068,0.005857328594659669,0.44688983505182517,0.08644894410703181,0.06371457839283247,0.13592204446232511,Other_Faults,Other_Faults
0,5,0,1882,0.19668623525787537,0.05508830633166206,0.08242179665646587,0.1861047971464297,0.05234965144782765,0.1320218956059889,0.29532731755375047,Z_Scratch,Other_Faults
0,5,0,1783,0.09199430811261793,0.14432799189012638,0.12621400225229606,0.3141436457754089,0.1210385778155246,0.07700681377839438,0.12527466037563176,Other_Faults,Other_Faults
0,5,0,1565,0.24007662039777217,0.05818816594853947,0.28989652624732126,0.2811017020556801,0.05554599433088146,0.04321738448596185,0.03197360653384362,K_Scratch,Other_Faults
0,5,0,1490,0.06079187889868409,0.08404438792577698,0.046398906505893275,0.5585566434638386,0.1500862888230529,0.042243945635867586,0.057877948746886586,Other_Faults,Other_Faults
0,5,0,1363,0.07336920663229803,0.07133526374676705,0.32922453937270796,0.3906693525124953,0.05677075296419858,0.06628565264996164,0.01234523212157145,Other_Faults,Other_Faults
0,5,0,1383,0.14357910611527094,0.08424303442185073,0.2702668054606383,0.33139085534417195,0.035955063038271395,0.04620439943940498,0.08836073618039156,Other_Faults,Other_Faults
0,5,0,1817,0.1172590827754316,0.14113090768919637,0.03897183589355809,0.32469773194510776,0.19408403903845842,0.1122613389156137,0.07159506374263422,Other_Faults,Other_Faults
0,5,0,1344,0.09634902416171102,0.11466450705832021,0.04256775098554181,0.3942280052533945,0.1986396876627808,0.08579815641978102,0.06775286845847063,Other_Faults,Other_Faults
0,5,0,1281,0.23454762276260593,0.10699577578162534,0.012746780336760855,0.23802670116426938,0.2710217744944502,0.03496619546869704,0.1016951499915912,Pastry,Other_Faults
0,5,0,1883,0.2791784497786865,0.08537238896306602,0.04421623829594128,0.35137019508560435,0.12277608873279265,0.07557974132803955,0.04150689781586966,Other_Faults,Other_Faults
0,5,0,1681,0.2133320169563802,0.17973440865381168,0.036421941218242056,0.2724893788848238,0.17131958424957838,0.07201460255511405,0.05468806748204987,Other_Faults,Other_Faults
0,5,0,1848,0.05294684369470536,0.11729249814149759,0.07861275707363694,0.33669039583574467,0.13534448797533263,0.10333827899591572,0.17577473828316714,Other_Faults,Other_Faults
0,5,0,824,0.0939902358671208,0.17179926564677447,0.039222392978306896,0.24573027577644976,0.24162492231610955,0.1116204414494684,0.09601246596577007,Other_Faults,Dirtiness
0,5,0,817,0.12472754517933608,0.1797282305065837,0.05943215762291843,0.23691879732646404,0.3131560153587163,0.04991408359849612,0.03612317040748546,Pastry,Dirtiness
0,5,0,831,0.32040687797130835,0.09183734456761473,0.01982782051060139,0.32646144359123075,0.09484536500457073,0.09614869516201237,0.050472453192661734,Other_Faults,Dirtiness
0,5,0,837,0.2053193796942349,0.10984209664741153,0.09125217079634744,0.1139291252253335,0.32545175940444676,0.01882633386674765,0.13537913436547833,Pastry,Dirtiness
0,5,0,855,0.10115737122234252,0.20689863119283838,0.05130240964224099,0.2707833730204196,0.21389993287200543,0.05963295430106155,0.09632532774909153,Other_Faults,Dirtiness
0,5,0,838,0.17167253300725496,0.07258716890957004,0.03271890759092973,0.3416787709790827,0.12716678642910537,0.061974232881551225,0.19220160020250598,Other_Faults,Dirtiness
0,5,0,612,0.048239691452171,0.06521147607351516,0.5537327027676843,0.12757338117582712,0.06150874257712691,0.06477424140260171,0.07895976455107381,K_Scratch,K_Scratch
0,5,0,440,0.057614012774987906,0.06215305020691933,0.6484902567278246,0.042137422601596246,0.050513204365095876,0.06311522040461391,0.07597683291896205,K_Scratch,K_Scratch
0,5,0,474,0.06852561689721974,0.061754467335446546,0.6288752472333773,0.05264539432885001,0.055606705362263,0.05918988630888895,0.07340268253395438,K_Scratch,K_Scratch
0,5,0,611,0.047778863347705154,0.06410470119452291,0.5553784942397583,0.12523946268370434,0.05713395305480556,0.06537345852817202,0.08499106695133166,K_Scratch,K_Scratch
0,5,0,615,0.05257286740742126,0.06305489450456388,0.5631494661333247,0.11260165965370082,0.05670123549228817,0.0680048575309903,0.08391501927771085,K_Scratch,K_Scratch
0,5,0,727,0.016114535615253004,0.05497500071924648,0.6850070443329251,0.07162878709174957,0.03483511270571837,0.10811052755317682,0.029328991981930574,K_Scratch,K_Scratch
0,5,0,397,0.012908755491109505,0.06592706201248989,0.7063238478472917,0.041567069535112446,0.03549048736802686,0.10629034829051387,0.03149242945545574,K_Scratch,K_Scratch
0,5,0,486,0.06085151547364568,0.06678312327045742,0.6191626108507976,0.05473702138823636,0.07282252397565636,0.0450957650790067,0.08054743996219989,K_Scratch,K_Scratch
0,5,0,425,0.0860301037672844,0.07469083855350354,0.24471067752385073,0.24131684815475918,0.05238905682739868,0.13694401364676745,0.1639184615264362,K_Scratch,K_Scratch
0,5,0,543,0.045179703582796,0.06037046531974763,0.5375114392101462,0.14002980915457522,0.06219013835337456,0.06916113433902327,0.08555731004033722,K_Scratch,K_Scratch
0,5,0,651,0.04941353916968012,0.06751212253655518,0.573244799989534,0.1126552363298124,0.06698938990104099,0.06047249358931959,0.06971241848405786,K_Scratch,K_Scratch
0,5,0,725,0.031328099983536646,0.06580960782125081,0.6242928565950262,0.06659298628329112,0.04926369259976661,0.06473787846524807,0.09797487825188046,K_Scratch,K_Scratch
0,5,0,690,0.05583779190638127,0.06691897636515057,0.5648315286680892,0.11423858268180127,0.06688361975507974,0.06299825776852824,0.06829124285497,K_Scratch,K_Scratch
0,5,0,735,0.1332994896563859,0.06252051652320256,0.5249474930667947,0.11647996361875003,0.09509167481328053,0.035077274321461446,0.032583588000124765,K_Scratch,K_Scratch
0,5,0,688,0.09054769923511086,0.0825678727207799,0.22248944650248606,0.2940301851897384,0.05963458583451419,0.1388592433171652,0.1118709672002054,Other_Faults,K_Scratch
0,5,0,664,0.05016842687226034,0.06738200785078675,0.55507481816345,0.12550755608642536,0.0606030594261416,0.06373545115974001,0.07752868044119599,K_Scratch,K_Scratch
0,5,0,398,0.043294583663295534,0.05928292756714358,0.6912277664741892,0.02383216093667303,0.05538623421049024,0.05796525388154106,0.06901107326666733,K_Scratch,K_Scratch
0,5,0,706,0.0605197465164566,0.07634656993440299,0.5522229000034782,0.11979794989094851,0.06888904982476314,0.05700484399960211,0.06521893983034854,K_Scratch,K_Scratch
0,5,0,618,0.04789203882815577,0.06551345999531064,0.5718212406757439,0.11200037091588813,0.0641430501674975,0.06359697949129907,0.07503285992610488,K_Scratch,K_Scratch
0,5,0,435,0.05180082936891156,0.0646341630983765,0.6501786379985217,0.04041930565380297,0.06613938993567894,0.04869448679107364,0.0781331871536347,K_Scratch,K_Scratch
0,5,0,437,0.051943442268992134,0.06422782038288673,0.6624106339546038,0.035569969279857824,0.05464518705542984,0.06321837992495101,0.06798456713327845,K_Scratch,K_Scratch
0,5,0,393,0.035016883146412416,0.06334271132893125,0.6873007540691103,0.022806825609380726,0.0510707221091651,0.07429777589205143,0.06616432784494879,K_Scratch,K_Scratch
0,5,0,457,0.06945486250920392,0.06149706011699215,0.6239615613172362,0.05422815364446887,0.0646911511584814,0.045369772567825026,0.08079743868579253,K_Scratch,K_Scratch
0,5,0,428,0.05879627925047545,0.059982078330418485,0.6549126803676291,0.04135986650415652,0.05852218151040812,0.04887703771688487,0.07754987632002756,K_Scratch,K_Scratch
0,5,0,720,0.09539454071674999,0.0731558947853796,0.48136742275362976,0.17863286001673895,0.07275912234009368,0.0560928352284852,0.04259732415892279,K_Scratch,K_Scratch
0,5,0,359,0.15912987761411906,0.11403673344611663,0.18407134214851278,0.2404647888425303,0.12897210990575053,0.1294195666145321,0.04390558142843862,Other_Faults,K_Scratch
0,5,0,732,0.1162466714730224,0.054578444939102036,0.49725599753161054,0.1469809049951668,0.08777663365602252,0.04015052644106258,0.05701082096401328,K_Scratch,K_Scratch
0,5,0,661,0.0511052890711661,0.06919203850523585,0.563166797948119,0.11112233172609756,0.06574277880761303,0.06334614066469778,0.07632462327707067,K_Scratch,K_Scratch
0,5,0,593,0.07985014541338141,0.06458686306172523,0.40730659056608265,0.19851413022206923,0.03227909246027275,0.05155169168850245,0.1659114865879663,K_Scratch,K_Scratch
0,5,0,654,0.12795623767114403,0.08667401897853466,0.06801864308492483,0.20166097875091307,0.12371000012900571,0.304452649571675,0.08752747181380274,Stains,K_Scratch
0,5,0,630,0.05328089022370564,0.06314658396203558,0.567200714723018,0.11089512766915073,0.06709363383355756,0.06753046779200199,0.07085258179653045,K_Scratch,K_Scratch
0,5,0,360,0.19451031386093037,0.08912416672626083,0.18969795395868413,0.25817479404928123,0.07608892870637714,0.1604847949009387,0.03191904779752766,Other_Faults,K_Scratch
0,5,0,734,0.13958522897429634,0.05947346324557064,0.5144228311575725,0.12595651006585262,0.08148712613754497,0.04950644055543386,0.029568399863729243,K_Scratch,K_Scratch
0,5,0,576,0.05189919351286897,0.057565983674735664,0.5580439877777034,0.11839024005619046,0.06561377599122231,0.06999069466045127,0.0784961243268279,K_Scratch,K_Scratch
0,5,0,388,0.1493003406369963,0.06601954451197033,0.21845156030210128,0.1852827189983488,0.13847804078151849,0.13766868527895704,0.10479910949010786,K_Scratch,K_Scratch
0,5,0,377,0.2248711788167886,0.0900579831708388,0.21992121509894547,0.2037807906740721,0.09570292194169953,0.13377791761570446,0.031887992681951034,Bumps,K_Scratch
0,5,0,723,0.01561331225421706,0.05591118316615437,0.6593459263144458,0.09465907921774784,0.032206288824923254,0.0980409655272087,0.04422324469530323,K_Scratch,K_Scratch
0,5,0,550,0.048129112099580734,0.057085542402547935,0.5299371166126182,0.1446478498015283,0.06524073989237189,0.07342672886342314,0.08153291032792971,K_Scratch,K_Scratch
0,5,0,709,0.06294191343269945,0.07524050933536536,0.5522644163381194,0.12091058434673213,0.06805604016828297,0.057014199971539906,0.06357233640726082,K_Scratch,K_Scratch
0,5,0,145,0.1623396741771035,0.22318066547684784,0.14727471465180986,0.0789210462840393,0.3187986560692421,0.03051850712337524,0.038966736217582364,Pastry,Pastry
0,5,0,115,0.09819030893013925,0.13245147812870042,0.023497087664511834,0.30593539488788113,0.35439563209410013,0.05290880176206464,0.03262129653260242,Pastry,Pastry
0,5,0,1,0.23822149396851763,0.11030615043102789,0.011010145048767047,0.2574670831548872,0.22161736178534155,0.05565393238781727,0.1057238332236412,Other_Faults,Pastry
0,5,0,111,0.13625830765569216,0.12907521903137417,0.11277535680863839,0.2221413037037112,0.22975038645273724,0.09190266947434135,0.07809675687350558,Pastry,Pastry
0,5,0,51,0.16263219171924187,0.09586142494032317,0.04751879055087438,0.1359997920742151,0.30064903303490503,0.02621466933320959,0.23112409834723083,Pastry,Pastry
0,5,0,43,0.14662765877209802,0.14712821209669633,0.04183191941453299,0.2704009274328977,0.3100697285327173,0.05444409893823344,0.0294974548128243,Pastry,Pastry
0,5,0,65,0.1910365283147314,0.12999241382566473,0.01587499748859257,0.2532884717828932,0.26743114705696835,0.03167103730226628,0.11070540422888357,Pastry,Pastry
0,5,0,97,0.126807971736385,0.15868646339729406,0.02515918405074482,0.3179388116327549,0.25172227063614155,0.0799012763306864,0.03978402221599326,Other_Faults,Pastry
0,5,0,135,0.18405617919489514,0.1461662295976284,0.08979701160267017,0.13352874042221582,0.350880628815205,0.01933983805138933,0.07623137231599601,Pastry,Pastry
0,5,0,3,0.06712621735464269,0.13666545943960395,0.010162240071209024,0.488422509819048,0.16494535724592826,0.07659598681703843,0.05608222925252962,Other_Faults,Pastry
0,5,0,116,0.12112856863488079,0.09854884970276791,0.02079984832572706,0.32920824430980616,0.3242826788040986,0.08068270939234524,0.025349100830374158,Other_Faults,Pastry
0,5,0,107,0.16956463267608116,0.10421150579545507,0.05423837715250606,0.35772145824235674,0.22915168370002367,0.06665215502514048,0.018460187408436805,Other_Faults,Pastry
0,5,0,103,0.08649655990553917,0.16773240996315075,0.06555900489501801,0.3091360501048733,0.26324126643913837,0.049924008195360116,0.05791070049692033,Other_Faults,Pastry
0,5,0,92,0.07558015626314701,0.12993007023316186,0.1723958268631446,0.15062548226498715,0.23718154957162568,0.06604374065927202,0.16824317414466167,Pastry,Pastry
0,5,0,123,0.1661865467247038,0.10863776188828062,0.05336570792137924,0.30700212301518237,0.27702669901625054,0.06773130877043204,0.02004985266377127,Other_Faults,Pastry
0,5,0,124,0.07698351668600346,0.0988599992176226,0.06507503612407176,0.3151160129959387,0.26649842796340356,0.08028548472271876,0.09718152229024105,Other_Faults,Pastry
0,5,0,327,0.1921114256870869,0.07595017895293495,0.037738780396525,0.13276848497472,0.13389070961925614,0.07033084240650243,0.35720957796297476,Z_Scratch,Z_Scratch
0,5,0,182,0.2012300900380669,0.0592384572564524,0.053560661534846676,0.17468902550049734,0.03764248152116857,0.12465298249604553,0.3489863016529226,Z_Scratch,Z_Scratch
0,5,0,220,0.19120227658567338,0.06739502317418952,0.09291899052527804,0.18440520414437808,0.06069999301292006,0.04833142488173744,0.3550470876758234,Z_Scratch,Z_Scratch
0,5,0,224,0.2119850630408245,0.06768232388398768,0.10171416247722914,0.1659830519175554,0.04430633727470521,0.09730427630006377,0.31102478510563425,Z_Scratch,Z_Scratch
0,5,0,330,0.09766167441369031,0.07952658890564089,0.3218318842809236,0.19725054739584302,0.05146381749123877,0.10397323911120766,0.14829224840145588,K_Scratch,Z_Scratch
0,5,0,281,0.23021229940139934,0.05364857245052032,0.0747712167350717,0.15401123533630479,0.054104481736729625,0.11560720578906561,0.3176449885509086,Z_Scratch,Z_Scratch
0,5,0,236,0.20942886665374735,0.10724936056944893,0.014349365221302266,0.16850873721493254,0.166574609307018,0.08879550031901672,0.24509356071453425,Z_Scratch,Z_Scratch
0,5,0,271,0.19670587258092018,0.06113738875092716,0.04371533673353951,0.18611231972845482,0.04280586037241928,0.12333291427439202,0.34619030755934704,Z_Scratch,Z_Scratch
0,5,0,259,0.11160353644483839,0.09601468581219165,0.046690695360547534,0.11883758443780765,0.1681725990900112,0.030523882451666772,0.4281570164029368,Z_Scratch,Z_Scratch
0,5,0,260,0.32607369809661807,0.0637326992577842,0.033656968450653996,0.2359077228400372,0.035474589453189556,0.08716626098059246,0.21798806092112466,Bumps,Z_Scratch
0,5,0,340,0.055530116386489435,0.17230242803207788,0.04559887106941575,0.39699708174723325,0.1901157944809552,0.04635649375241752,0.09309921453141086,Other_Faults,Z_Scratch
0,5,0,291,0.23290771461157966,0.052122711080988246,0.05148866137542301,0.1729301935628955,0.04490624024226023,0.1248669485355315,0.3207775305913218,Z_Scratch,Z_Scratch
0,5,0,319,0.15099187991082458,0.06897055982599985,0.07858823564836206,0.20782203199836863,0.04482067566348584,0.10030034081713765,0.34850627613582136,Z_Scratch,Z_Scratch
0,5,0,339,0.07978143052536044,0.14935289737233096,0.026212219769257465,0.3975874212954394,0.1878188338540159,0.08502951237058269,0.07421768481301314,Other_Faults,Z_Scratch
0,5,0,314,0.1930311995998393,0.06597081978503626,0.05185819586235799,0.1650860790726549,0.0871760856179157,0.06200561727754416,0.37487200278465177,Z_Scratch,Z_Scratch
0,5,0,292,0.20128673328754756,0.06679649658420644,0.04351828922585864,0.15890126842996752,0.08446841704032171,0.07319091230777686,0.37183788312432126,Z_Scratch,Z_Scratch
0,5,0,263,0.22246412176549665,0.0575092439897703,0.15407549581508836,0.15361269588074022,0.04155962655830201,0.07652685605520591,0.2942519599353966,Z_Scratch,Z_Scratch
0,5,0,256,0.2306561383366429,0.06991725252894147,0.07556880389616175,0.15658960337064243,0.06292026951551385,0.06079939835089012,0.3435485340012075,Z_Scratch,Z_Scratch
0,5,0,186,0.16699774926531455,0.06161283860679523,0.03364722113757734,0.15936535933400786,0.08198720872465262,0.0882116697602523,0.4081779531714002,Z_Scratch,Z_Scratch
0,5,0,800,0.15136977925467446,0.09398956043210964,0.06856489333811398,0.26469743514676836,0.07175799387934377,0.2746428272148818,0.07497751073410795,Stains,Stains
0,5,0,805,0.19940055697597212,0.071962459957087,0.07324646958133399,0.301356134879295,0.06300240895307391,0.22107152206158373,0.06996044759165403,Other_Faults,Stains
0,5,0,779,0.18863076864742712,0.08904948072558147,0.106220690487928,0.20259487143401714,0.08542626600378228,0.25931522709729876,0.06876269560396527,Stains,Stains
0,5,0,745,0.2549785773385538,0.07681871190258649,0.08189029091561426,0.21883641204768509,0.0773279213094633,0.2452919314884173,0.04485615499767986,Bumps,Stains
0,5,0,743,0.20814512362088977,0.09634401531376648,0.10213474606548467,0.21555406751464806,0.09402463446024265,0.2384215646548206,0.04537584837014785,Stains,Stains
0,5,0,785,0.1806959813284229,0.08880898724496225,0.09210674776257341,0.25319387792832787,0.08748913656818155,0.25275110075557733,0.044954168411954654,Other_Faults,Stains
0,5,0,807,0.08723324374072074,0.08057032497533856,0.08318656433498069,0.35282895638694123,0.05685517292965523,0.24396526494617435,0.09536047268618925,Other_Faults,Stains
0,6,0,901,0.40095381409868075,0.06910468634094356,0.05035877572050387,0.20998649503123223,0.08874826458475032,0.11103005634546081,0.0698179078784286,Bumps,Bumps
0,6,0,1029,0.3314791017873026,0.05666979401363101,0.06903557813406458,0.19830946980128325,0.12875475754845778,0.06377077902617606,0.15198051968908483,Bumps,Bumps
0,6,0,1077,0.22651879231975203,0.11024024887338955,0.09715783012243819,0.2074460687345366,0.13857900093190506,0.14320925227190548,0.076848806746073,Bumps,Bumps
0,6,0,952,0.23398947403985423,0.11903562802340945,0.020880917737676277,0.2723332412393047,0.22033178082588112,0.025498352758396986,0.10793060537547718,Other_Faults,Bumps
0,6,0,905,0.3677164542993372,0.06478469445956199,0.022266331845994334,0.24370168870503583,0.15292560579564668,0.0698522101352994,0.07875301475912458,Bumps,Bumps
0,6,0,1066,0.2736200771201667,0.0800064296036544,0.0355702635029859,0.3640806202547594,0.0722041577779217,0.11187115540626213,0.06264729633424962,Other_Faults,Bumps
0,6,0,975,0.17982072056876283,0.12084129803257253,0.0653221731755765,0.22824740519589157,0.13051762024331515,0.16128078848212593,0.11396999430175547,Other_Faults,Bumps
0,6,0,1266,0.30697526887044996,0.07942927763262263,0.0633142861293118,0.26663987061128946,0.08041639517538382,0.07932426023682022,0.12390064134412225,Bumps,Bumps
0,6,0,1016,0.38979581248187545,0.056291462622546834,0.0637861891600781,0.22125628831868657,0.10221315614430657,0.06597093686079944,0.10068615441170707,Bumps,Bumps
0,6,0,1123,0.19449420730010072,0.11659484146940219,0.09457871849060791,0.20836717929878137,0.21687589366741916,0.10698066043309022,0.06210849934059833,Pastry,Bumps
0,6,0,889,0.17906208710209243,0.05570015363876075,0.08199665889359456,0.19868896567761993,0.033747346685876776,0.10324920419848217,0.34755558380357343,Z_Scratch,Bumps
0,6,0,1061,0.4223944683608621,0.06218865053798306,0.10114402567054392,0.14010083701159273,0.1476312007055464,0.046189010669752256,0.08035180704371953,Bumps,Bumps
0,6,0,1168,0.38258431044987473,0.07356478195638787,0.03679841894691208,0.27537459072657666,0.0785169072727421,0.05784892316492801,0.09531206748257859,Bumps,Bumps
0,6,0,1224,0.35349488107560845,0.08949249979387161,0.05055608570935034,0.1976105200933581,0.0778327887799253,0.06038001605945835,0.17063320848842795,Bumps,Bumps
0,6,0,1147,0.41478440355280005,0.06099299666352603,0.06125435198102095,0.20836366017015975,0.08969397439390266,0.097233477710705,0.06767713552788557,Bumps,Bumps
0,6,0,994,0.25325466496850874,0.0980189610569793,0.0655448557665098,0.2833685620756007,0.08662756162218548,0.08245368574852643,0.13073170876168963,Other_Faults,Bumps
0,6,0,1018,0.41555838008966306,0.06965540420639772,0.03250763134679868,0.22323680286415087,0.10451353671724074,0.07476708351843096,0.07976116125731808,Bumps,Bumps
0,6,0,873,0.16868923662958674,0.10733617207850332,0.11604140922551945,0.23145311321693865,0.18977279879983358,0.10682032066381802,0.07988694938580046,Other_Faults,Bumps
0,6,0,1109,0.08654431347239509,0.14283423539365364,0.0290299627624529,0.40770026812821925,0.1719803987050206,0.08428901100719517,0.07762181053106337,Other_Faults,Bumps
0,6,0,904,0.424707651998503,0.0739057258622731,0.05113633578055451,0.18471222960716113,0.09791717123983816,0.09853045838914855,0.06909042712252136,Bumps,Bumps
0,6,0,1235,0.3287914894048761,0.1097106138387314,0.04763259343282048,0.1933782246400197,0.08842353380712978,0.048920872743808706,0.18314267213261387,Bumps,Bumps
0,6,0,1040,0.32458199187920306,0.07675604999027855,0.015577160055358977,0.3001274877368487,0.11411014590561061,0.08771347300249166,0.08113369143020831,Bumps,Bumps
0,6,0,1228,0.33291624169373474,0.0757628318490634,0.030347151882735773,0.22997833553622102,0.04900081051744124,0.10618776404450146,0.1758068644763023,Bumps,Bumps
0,6,0,1158,0.2930412022300974,0.04890494074523691,0.16694022472950995,0.18554408858929003,0.09443736181895765,0.057088831019018745,0.15404335086788923,Bumps,Bumps
0,6,0,1203,0.11496809697556204,0.0751516979112343,0.10903426761380938,0.3437324871753383,0.04734062934943187,0.09786869292478362,0.21190412804984046,Other_Faults,Bumps
0,6,0,997,0.30099237920263083,0.054163527558715084,0.036199411888594234,0.3088331793248032,0.10472284516887187,0.07298258358705297,0.12210607326933179,Other_Faults,Bumps
0,6,0,1041,0.37437894287783724,0.05426738447190078,0.023775826896861744,0.29318202931415355,0.08230325248856103,0.11144388876019914,0.06064867519048654,Bumps,Bumps
0,6,0,1084,0.3066342249506022,0.09637496355828465,0.0888642149629675,0.21148921958950864,0.18301822354737862,0.09332866057706106,0.0202904928141973,Bumps,Bumps
0,6,0,1012,0.22796066294221534,0.11038533528723969,0.02271001331801681,0.23821676532820107,0.12216614816445122,0.06600380538166187,0.21255726957821403,Other_Faults,Bumps
0,6,0,903,0.4008868391791463,0.058898881364240874,0.038594514878967555,0.2356746375913036,0.10679977415852986,0.08115429719436446,0.07799105563344752,Bumps,Bumps
0,6,0,944,0.3803713224054711,0.06150681945427046,0.10140415065062268,0.1480389809617096,0.11937713611943013,0.08310683762500562,0.10619475278349039,Bumps,Bumps
0,6,0,1046,0.41403639508988044,0.06230549796187056,0.06772894166742664,0.19669598112476605,0.1028306443908356,0.07893893674088888,0.07746360302433178,Bumps,Bumps
0,6,0,1002,0.3964303231358029,0.05902757097825555,0.07064943250324977,0.23516530518921516,0.09419377063186786,0.07598115122357399,0.06855244633803494,Bumps,Bumps
0,6,0,949,0.3785059790937345,0.0458040102831257,0.020175154016368036,0.23071536339379664,0.16916300753897098,0.0767349230124923,0.07890156266151191,Bumps,Bumps
0,6,0,1250,0.3814605862549451,0.14075832969676422,0.07327899937226127,0.10800219740999471,0.18748678561827206,0.08378994443446196,0.025223157213300648,Bumps,Bumps
0,6,0,883,0.20734153542086928,0.0927736075258792,0.051134527545511524,0.3219136316900335,0.0435377184734203,0.11405572260643575,0.16924325673785065,Other_Faults,Bumps
0,6,0,1135,0.15724409983149953,0.09858345483409045,0.15199677087489796,0.20292072678121081,0.1741648821746925,0.12269201323347477,0.092398052270134,Other_Faults,Bumps
0,6,0,978,0.2587402839033037,0.10443825032444089,0.09029619930768791,0.21155082171837106,0.10320838616397553,0.1621686806730829,0.06959737790913795,Bumps,Bumps
0,6,0,1080,0.25184819264721553,0.07657459665135137,0.09158639367484975,0.23265078889864743,0.06390606090493194,0.22757791859193996,0.05585604863106411,Bumps,Bumps
0,6,0,1195,0.13180298069124474,0.1257398816399816,0.0552014842291026,0.2614502777712019,0.15669161406071305,0.15516940818118335,0.11394435342657278,Other_Faults,Bumps
0,6,0,1294,0.07872630215880341,0.0662055601268758,0.07924222772286978,0.4471230744125443,0.20602806702717003,0.07273622900650874,0.04993853954522801,Other_Faults,Other_Faults
0,6,0,1472,0.38928509870298855,0.06171641480232789,0.1153440897306411,0.13050387381914574,0.0690019088772757,0.04753547139249805,0.186613142675123,Bumps,Other_Faults
0,6,0,1896,0.377997797833565,0.06141922890923077,0.10502517535504231,0.2595921903965867,0.06429691650822847,0.049616145690408765,0.08205254530693813,Bumps,Other_Faults
0,6,0,1476,0.37975937372917223,0.13607875105056053,0.06734204274199168,0.13266858984367855,0.1731655444114023,0.08701535475105221,0.023970343472142483,Bumps,Other_Faults
0,6,0,1286,0.10405287528100318,0.15119433874669466,0.0378912366883582,0.34325393241368723,0.20125949448488425,0.08779594963931898,0.0745521727460535,Other_Faults,Other_Faults
0,6,0,1816,0.14094727205730098,0.04724012282219857,0.005521719903218658,0.41478106643203866,0.11088779118537102,0.06761664416657505,0.2130053834332971,Other_Faults,Other_Faults
0,6,0,1431,0.38076507825282696,0.0787787730269567,0.039740910808736186,0.1602369992368157,0.05526618849713605,0.12152520206747322,0.1636868481100552,Bumps,Other_Faults
0,6,0,1869,0.3145427332501149,0.06980761434850608,0.00963775507295471,0.2890414436746624,0.15310331660111004,0.06967402444762431,0.09419311260502775,Bumps,Other_Faults
0,6,0,1587,0.3930164819223893,0.06435488138157436,0.06715883970352769,0.26456600609372,0.06127860043682648,0.06706626488658862,0.08255892557537356,Bumps,Other_Faults
0,6,0,1712,0.10914422367699786,0.08362900931117279,0.10003834694580424,0.4737309976321208,0.08412872750600957,0.13145451474717768,0.017874180180717115,Other_Faults,Other_Faults
0,6,0,1878,0.21108091908102547,0.09524039176838757,0.08538322399465777,0.2901501943432166,0.034497104308525726,0.08451771898564452,0.19913044751854236,Other_Faults,Other_Faults
0,6,0,1477,0.33663346233963415,0.11823988184470549,0.13925438350176214,0.15706515543889554,0.13568259202274996,0.09406451478398939,0.019060010068263227,Bumps,Other_Faults
0,6,0,1904,0.2779076385737945,0.07826457881791658,0.01893383856197886,0.41273814597551334,0.04252488571257967,0.08620321708961869,0.08342769526859818,Other_Faults,Other_Faults
0,6,0,1558,0.21717699951803737,0.08606354699064576,0.04036763562601467,0.4045800785925427,0.0975972123897329,0.09526765091096395,0.05894687597206265,Other_Faults,Other_Faults
0,6,0,1684,0.03371666124690842,0.11025698943620477,0.14060790821018707,0.3692480470054721,0.13551590966425178,0.0374160443270158,0.17323844010996,Other_Faults,Other_Faults
0,6,0,1361,0.18369150542344082,0.05933801726795876,0.34547037619327725,0.1882411179440345,0.1298034704048743,0.05345273936197285,0.04000277340444167,K_Scratch,Other_Faults
0,6,0,1435,0.3022982742539405,0.04831989180611354,0.03398103967630423,0.3202704522056763,0.07656591120466313,0.09623127017195106,0.12233316068135117,Other_Faults,Other_Faults
0,6,0,1531,0.2357581664281654,0.06928217567249906,0.04601077497374726,0.19717921454753848,0.16955217267148498,0.04723495503964701,0.2349825406669179,Bumps,Other_Faults
0,6,0,1850,0.0714747811668529,0.12783006829373197,0.10137236265095813,0.2986507302261716,0.14428350172408408,0.10999381978950161,0.1463947361486996,Other_Faults,Other_Faults
0,6,0,1428,0.30704963564300797,0.07925721014427281,0.044433811074679745,0.22688917740446315,0.04269171068946117,0.08483946448350958,0.21483899056060551,Bumps,Other_Faults
0,6,0,1871,0.4374367683532688,0.06723655919136468,0.03955089801194439,0.19617106751672414,0.11810370627163383,0.08306098594649342,0.058440014708570666,Bumps,Other_Faults
0,6,0,1592,0.014826671749804808,0.09756230986143952,0.6258548591047364,0.005569669109295431,0.16111817048499086,0.0430727792004878,0.05199554048924521,K_Scratch,Other_Faults
0,6,0,1487,0.0720161088011075,0.08414574117338136,0.040054916817954075,0.5444702556418073,0.16788802602423084,0.04034147394955964,0.0510834775919594,Other_Faults,Other_Faults
0,6,0,1931,0.07909836940341673,0.10171590934670553,0.165588447225785,0.38237626562837906,0.04031597339906912,0.15195241499623677,0.07895262000040783,Other_Faults,Other_Faults
0,6,0,1659,0.2317489605283559,0.11027758630863609,0.026708946651922402,0.31695278230608154,0.1775694257963499,0.11490151542407227,0.02184078298458196,Other_Faults,Other_Faults
0,6,0,1333,0.1237315636125322,0.15721533167692628,0.06438865881281843,0.26874484222687206,0.17466508003836034,0.10442278498093344,0.10683173865155743,Other_Faults,Other_Faults
0,6,0,1589,0.18227268247330536,0.08780576576933187,0.06655655628161646,0.4946264942226598,0.08401103728392166,0.06411727741975544,0.020610186549409527,Other_Faults,Other_Faults
0,6,0,1643,0.3828487615056435,0.11008278974017052,0.07217764105187709,0.1238771341490586,0.17771612554082872,0.11354645121835916,0.01975109679406241,Bumps,Other_Faults
0,6,0,1689,0.04238775699653582,0.06901830718764228,0.08521472546186579,0.4798244104929028,0.047538282561621466,0.1492385219566217,0.12677799534281006,Other_Faults,Other_Faults
0,6,0,1696,0.064187039787903,0.137419686094518,0.015241780126582706,0.4373096828715643,0.1684267964871005,0.06713686381108046,0.11027815082125117,Other_Faults,Other_Faults
0,6,0,1665,0.3096649516008977,0.07715601733010403,0.03380187553145164,0.30875639745596833,0.09556089917224117,0.08376533948038356,0.09129451942895372,Bumps,Other_Faults
0,6,0,1825,0.064311148287361,0.15014822476524192,0.03517322032529452,0.46166790629851273,0.12110882895265825,0.1051569462239444,0.06243372514698724,Other_Faults,Other_Faults
0,6,0,1715,0.17829303462909382,0.0857740269479714,0.27153567343154306,0.21798931322658516,0.04148464945332003,0.14527943848948735,0.05964386382199922,K_Scratch,Other_Faults
0,6,0,1748,0.054577199424838886,0.1492669024519929,0.31659382332069735,0.22517864767107182,0.09668526187320942,0.05442598073066501,0.10327218452752475,K_Scratch,Other_Faults
0,6,0,1697,0.08531990852428054,0.1106824379509422,0.014556314921967376,0.43962020998797646,0.15499325304120262,0.08972536378350807,0.10510251179012262,Other_Faults,Other_Faults
0,6,0,1757,0.24247566776185875,0.06576156151751725,0.0672695270383156,0.15778920265336158,0.057930196493323254,0.07538264073096312,0.33339120380466036,Z_Scratch,Other_Faults
0,6,0,1915,0.12128848959770651,0.10040458275923682,0.09741615371848668,0.34490856866526487,0.045142256764523915,0.21432227899446893,0.0765176695003122,Other_Faults,Other_Faults
0,6,0,1359,0.11573936421460104,0.0817902298270546,0.1927073085781895,0.41109399648432077,0.03107315120896275,0.06466797059991503,0.10292797908695632,Other_Faults,Other_Faults
0,6,0,1427,0.318210068105724,0.06819739641829697,0.047104593759634626,0.1740317298522331,0.0434264626665588,0.13413299618306643,0.21489675301448602,Bumps,Other_Faults
0,6,0,1807,0.23309631375554055,0.061747998548320596,0.04330336736178835,0.33372566627485223,0.068259213495513,0.10772900468897545,0.15213843587500983,Other_Faults,Other_Faults
0,6,0,1512,0.21723586438829634,0.09808338198892581,0.038515540225190485,0.3197058387830447,0.20427002205015402,0.09783082892378969,0.024358523640598807,Other_Faults,Other_Faults
0,6,0,1446,0.3725484481504097,0.05633230842270894,0.03617079776219783,0.25674217784439674,0.12505265530610715,0.068276403037426,0.0848772094767536,Bumps,Other_Faults
0,6,0,1641,0.41703355548190135,0.1032447804908667,0.0913229947340777,0.1203973327637521,0.12098737793115807,0.12338057151991942,0.023633387078324693,Bumps,Other_Faults
0,6,0,1849,0.08033211276914592,0.1449436011132945,0.07207618024141886,0.32949968793385004,0.14408884415564313,0.11707828091081506,0.11198129287583229,Other_Faults,Other_Faults
0,6,0,1719,0.11604835184987128,0.11116624672511699,0.09181333663360641,0.2879571675158667,0.21742605243282676,0.10026909472952095,0.0753197501131908,Other_Faults,Other_Faults
0,6,0,1784,0.16081728778689786,0.08265339535888275,0.1747721483071905,0.300500118596324,0.045259722114422314,0.1298057669182891,0.1061915609179935,Other_Faults,Other_Faults
0,6,0,1650,0.12853004028011297,0.10350921810165031,0.06050355121316624,0.31286072296592266,0.15434530065927463,0.13168979193203761,0.10856137484783558,Other_Faults,Other_Faults
0,6,0,1824,0.10197829926380135,0.048602452177810763,0.006390781489478259,0.3809224442966248,0.08515907826725247,0.04590106989933951,0.33104587460569285,Other_Faults,Other_Faults
0,6,0,1908,0.12359691061902921,0.0657545420775487,0.154776552098215,0.24435385866288173,0.0422611655575794,0.20916006609291238,0.16009690489183356,Other_Faults,Other_Faults
0,6,0,1889,0.21864726040118068,0.08713079346568217,0.028934664554425345,0.4220517195655177,0.07711173422140415,0.10504574619247728,0.061078081599312856,Other_Faults,Other_Faults
0,6,0,1271,0.068232656538832,0.13008661979654565,0.37136600064682435,0.08690626233149429,0.24962770129184658,0.047259378278710344,0.046521381115746795,K_Scratch,Other_Faults
0,6,0,1385,0.08197782672498384,0.08889645462327038,0.19060761082731179,0.34622491680938927,0.06699119137225312,0.15495292990189993,0.0703490697408916,Other_Faults,Other_Faults
0,6,0,1314,0.08295753529966196,0.11003629388226238,0.02972009325492022,0.43050411565065705,0.17899098264183,0.09572980892922246,0.072061170341446,Other_Faults,Other_Faults
0,6,0,1547,0.19055523907620087,0.10105860810739094,0.03648417145011098,0.23401862006774246,0.19688870959257518,0.13224026090736743,0.10875439079861217,Other_Faults,Other_Faults
0,6,0,1405,0.37389789331977497,0.06964513931216991,0.035416219913054915,0.22844615500390797,0.12511396808850758,0.07720188798707289,0.09027873637551186,Bumps,Other_Faults
0,6,0,1636,0.3901331145929545,0.08016264332850942,0.0348132240233482,0.22994485934673237,0.11831999086330097,0.06331125060555366,0.0833149172396009,Bumps,Other_Faults
0,6,0,1616,0.1680118257189937,0.09666778146244574,0.061484499830096837,0.3209437606773032,0.040160897733163,0.12773223340916834,0.18499900116882922,Other_Faults,Other_Faults
0,6,0,1511,0.1021933235271707,0.15740201442789667,0.05975167014021101,0.3624633233724468,0.24331826450822913,0.04105010244936724,0.03382130157467847,Other_Faults,Other_Faults
0,6,0,1360,0.09667822635082608,0.09695013010996731,0.055446737039023565,0.37943749427467716,0.05417243998942492,0.24150343274308875,0.07581153949299221,Other_Faults,Other_Faults
0,6,0,1867,0.15485871627412592,0.07220234439360103,0.149378741440126,0.30240527028774356,0.13817530383244744,0.09570702020240109,0.08727260356955491,Other_Faults,Other_Faults
0,6,0,1925,0.13626949859210127,0.0886341839033992,0.18255636965194255,0.21163871578857021,0.086944469293852,0.09865988040628135,0.19529688236385337,Other_Faults,Other_Faults
0,6,0,1753,0.14805566256628538,0.09262755798162042,0.044565530233105895,0.1802969259553159,0.09501299776184838,0.041125262095930176,0.3983160634058939,Z_Scratch,Other_Faults
0,6,0,1549,0.14022750120696617,0.11894277253051178,0.0981219393369735,0.24947212511691538,0.16986466533260322,0.13860503311101843,0.0847659633650115,Other_Faults,Other_Faults
0,6,0,1891,0.241061188415581,0.08062122790988634,0.13256051590459292,0.39000363826051343,0.06440062783007966,0.03526600686688098,0.05608679481246586,Other_Faults,Other_Faults
0,6,0,1458,0.271448486258126,0.07955879549212545,0.2600244650783408,0.11219778390393073,0.14603287420185157,0.11432002968919795,0.016417565376427426,Bumps,Other_Faults
0,6,0,1813,0.18803607674717887,0.13132448780923112,0.04525461125081082,0.24064468076734838,0.1240972057750629,0.1734395991878906,0.09720333846247745,Other_Faults,Other_Faults
0,6,0,1373,0.2998286030962105,0.0628130166820294,0.04536538139151082,0.17259656347601432,0.051511337915044066,0.13477719036214644,0.23310790707704448,Bumps,Other_Faults
0,6,0,863,0.18605378240257314,0.12237552645492199,0.04217285004593905,0.3037501562092221,0.12333169329105167,0.14818208762056498,0.07413390397572729,Other_Faults,Dirtiness
0,6,0,821,0.08989803694494365,0.16866736073551175,0.05988599455997639,0.23137796243090228,0.24696790334435473,0.09556482012291766,0.10763792186139358,Pastry,Dirtiness
0,6,0,846,0.10284425893184579,0.1915191818937719,0.05052059890189108,0.3244599681503195,0.15258107357622044,0.07597333496076901,0.10210158358518219,Other_Faults,Dirtiness
0,6,0,823,0.07799321264560263,0.16643697118321465,0.03234804161043113,0.2422350587676938,0.24966118143467003,0.11771067252333556,0.11361486183505232,Pastry,Dirtiness
0,6,0,825,0.10770466241400485,0.15518141385911183,0.05772963072138378,0.2137766479515624,0.25734888160628056,0.11576989143941817,0.09248887200823845,Pastry,Dirtiness
0,6,0,857,0.12030410029678607,0.17781331879319387,0.02746165475811951,0.2726294584831828,0.19420001700542316,0.11377021589671805,0.09382123476657651,Other_Faults,Dirtiness
0,6,0,396,0.03028318947862729,0.06492850427302431,0.6919436259139252,0.019966488351006815,0.05052316863463613,0.07251619647523526,0.06983882687354478,K_Scratch,K_Scratch
0,6,0,718,0.10992141548126164,0.08410348584107949,0.49655523004070856,0.12140683523779712,0.08857950916999335,0.05436200029987323,0.045071523929286636,K_Scratch,K_Scratch
0,6,0,556,0.046672936150832865,0.05665435576121658,0.5331161003288306,0.1568719212705179,0.06302102271090243,0.06794279482620379,0.0757208689514959,K_Scratch,K_Scratch
0,6,0,717,0.12047816818216112,0.08516172572259662,0.46943204776246966,0.12837234044516285,0.09055771182642439,0.0581227136596953,0.04787529240148999,K_Scratch,K_Scratch
0,6,0,531,0.05065693194621146,0.057268982491015065,0.5550753224696908,0.11912647585925788,0.05668183303421217,0.07138192948253515,0.08980852471707747,K_Scratch,K_Scratch
0,6,0,427,0.05399727843425095,0.06211635316517088,0.6587886304027236,0.03295713804607211,0.054234331395894265,0.06398961053952454,0.07391665801636371,K_Scratch,K_Scratch
0,6,0,552,0.05242982294404428,0.060318073580996924,0.5188947254582742,0.14686618540683932,0.06669817750389105,0.06897197419452197,0.08582104091143233,K_Scratch,K_Scratch
0,6,0,698,0.058533582266103175,0.06733378578597445,0.5734675204452226,0.10384746255332075,0.07213379877571756,0.062096489199847435,0.06258736097381401,K_Scratch,K_Scratch
0,6,0,646,0.052549873147956776,0.06594229268193061,0.5638996800752529,0.11488764728486457,0.06604768488471577,0.06334639950636815,0.07332642241891123,K_Scratch,K_Scratch
0,6,0,636,0.052648678372663266,0.0626446819178702,0.5670258391963621,0.1142647082945889,0.06715882091843516,0.06600442114001995,0.07025285016006072,K_Scratch,K_Scratch
0,6,0,540,0.05154414390601685,0.06066909242600538,0.5294617008688698,0.13036273738572762,0.06356017428981939,0.07549751733683563,0.08890463378672535,K_Scratch,K_Scratch
0,6,0,516,0.08393914299044658,0.06187930838512226,0.5867806930332626,0.07449361881015357,0.05430069713805759,0.046469691070597445,0.09213684857236012,K_Scratch,K_Scratch
0,6,0,652,0.04836979090852062,0.06809271153663228,0.5612844040301068,0.12145255326088823,0.06854232863380597,0.06137545668864446,0.07088275494140149,K_Scratch,K_Scratch
0,6,0,738,0.20132106935435337,0.08836991248161721,0.22999537308314014,0.1815605332082897,0.08732840212798518,0.14782860051700128,0.06359610922761304,K_Scratch,K_Scratch
0,6,0,473,0.06771947421181244,0.06363669448292751,0.6305837080374028,0.04422844475231752,0.06958547867330785,0.04604178439368198,0.07820441544854972,K_Scratch,K_Scratch
0,6,0,680,0.05347567043142467,0.06951611908285146,0.5630391053251286,0.11478750841817299,0.07121818886950478,0.06127601269270944,0.06668739518020786,K_Scratch,K_Scratch
0,6,0,476,0.07059219195368817,0.06467372185981465,0.6321013976391848,0.04221365086942178,0.0708061040805023,0.043451904400391816,0.07616102919699635,K_Scratch,K_Scratch
0,6,0,414,0.051953453811222294,0.06284904161416525,0.6671888734436224,0.028676496913184576,0.06592895409547347,0.051336073020547046,0.07206710710178486,K_Scratch,K_Scratch
0,6,0,667,0.052566484140398766,0.06629588230941506,0.5505425137576148,0.12574559710440075,0.062297208547717066,0.06469019016542109,0.07786212397503256,K_Scratch,K_Scratch
0,6,0,728,0.07973057995650597,0.05329383379104546,0.38366022816989515,0.2795821549778366,0.08695383008928409,0.07005693809368714,0.04672243492174554,K_Scratch,K_Scratch
0,6,0,574,0.0477424772229534,0.05810598106690282,0.5662162999100834,0.1250368627447597,0.06514117643657605,0.06473248385168269,0.07302471876704206,K_Scratch,K_Scratch
0,6,0,471,0.07487701771111899,0.061119495320107964,0.6353798577242215,0.042495295726558024,0.06721045487199397,0.04502158095455777,0.07389629769144178,K_Scratch,K_Scratch
0,6,0,421,0.12179885930089929,0.07597471266094828,0.2552691640474792,0.24897832524862207,0.058437603841890735,0.0817199020935211,0.15782143280663946,K_Scratch,K_Scratch
0,6,0,355,0.07875815432013235,0.1556182780133399,0.3658168967597409,0.11117966413410833,0.1870543757839289,0.07578680217105449,0.025785828817695183,K_Scratch,K_Scratch
0,6,0,448,0.10956852967561931,0.06972361528049038,0.3381407610722996,0.21000350414220584,0.058124838697965454,0.06233113542541474,0.1521076157060048,K_Scratch,K_Scratch
0,6,0,681,0.05316454526072618,0.06987135398842638,0.5573092002357207,0.11665850616403305,0.06602923537703947,0.06287795327833753,0.07408920569571655,K_Scratch,K_Scratch
0,6,0,547,0.050670614436694815,0.06050764696586305,0.5198131868935166,0.14603045551375776,0.06636760396153937,0.07091280351097703,0.0856976887176514,K_Scratch,K_Scratch
0,6,0,491,0.04200193956749271,0.06145542305766972,0.6197335377015729,0.09586708394333908,0.04268279799908382,0.07549890268450699,0.0627603150463348,K_Scratch,K_Scratch
0,6,0,619,0.04454816305006158,0.06922773138850029,0.5648242356791915,0.1172623542454955,0.061282324872493306,0.06158375785226254,0.08127143291199536,K_Scratch,K_Scratch
0,6,0,583,0.05490402715063299,0.055308968180737786,0.5577083710233097,0.1274735743628703,0.06235294684175171,0.06817472959563298,0.07407738284506464,K_Scratch,K_Scratch
0,6,0,557,0.05076796121378811,0.05830884508761132,0.521008822787668,0.1540589412818029,0.061884781482859606,0.06963156007947806,0.08433908806679186,K_Scratch,K_Scratch
0,6,0,410,0.052469890517799225,0.06200513930192776,0.6738343556239226,0.028312404917002605,0.060910882152292116,0.05163883151659666,0.07082849597045901,K_Scratch,K_Scratch
0,6,0,418,0.015783632250189125,0.05951357044084963,0.6759734288788588,0.0861676650705155,0.03636661266274051,0.09786204908083644,0.028333041616009996,K_Scratch,K_Scratch
0,6,0,597,0.04681892038062385,0.06440919061767272,0.5627708881349281,0.12600138003521547,0.06316622125352499,0.06214435116755939,0.0746890484104754,K_Scratch,K_Scratch
0,6,0,367,0.22389693473929426,0.0799182972698931,0.24149304578705805,0.18883102075301486,0.09444912426122855,0.13948025487065807,0.0319313223188532,K_Scratch,K_Scratch
0,6,0,415,0.044284016741989105,0.06867875502021484,0.6525181455881377,0.03259475244773295,0.07311460505165986,0.049401853986459375,0.0794078711638061,K_Scratch,K_Scratch
0,6,0,497,0.07159633105274578,0.06476414676102249,0.5988050126301837,0.06813791769542787,0.06138242551310412,0.04484532505539432,0.09046884129212174,K_Scratch,K_Scratch
0,6,0,568,0.05000205635128206,0.05894192465812425,0.555740076984635,0.12542100925371547,0.06371151963934157,0.06681987982426045,0.07936353328864103,K_Scratch,K_Scratch
0,6,0,606,0.05085653015711572,0.0630249092787743,0.5662646173440844,0.11321952008021124,0.06685859325606082,0.06670308479946742,0.07307274508428606,K_Scratch,K_Scratch
0,6,0,42,0.16032434372083715,0.0953345874600397,0.09714948737558232,0.25987735077326596,0.26857797512877807,0.08770350555972735,0.031032749981769494,Pastry,Pastry
0,6,0,80,0.12657584829580187,0.15615127172537452,0.08440421790233779,0.28569455996399185,0.23220749360080967,0.0694388089445879,0.04552779956709638,Other_Faults,Pastry
0,6,0,4,0.05283811360814094,0.14265705800609133,0.09872994350463672,0.32097057488747666,0.27360792891071695,0.044791068864338285,0.0664053122185992,Other_Faults,Pastry
0,6,0,154,0.09846036331731182,0.12169343615833529,0.05197431910485583,0.15411599785973717,0.14510298003780953,0.04532838572086599,0.3833245178010844,Z_Scratch,Pastry
0,6,0,81,0.20319977198223682,0.1127086772779154,0.05675539082607718,0.27175809591846034,0.20606877556962788,0.11803175294850109,0.031477535477181316,Other_Faults,Pastry
0,6,0,66,0.2821720555010453,0.10306861773341192,0.012236151996948606,0.27356222108462885,0.15702260486240444,0.06548478701328266,0.10645356180827835,Bumps,Pastry
0,6,0,53,0.2890431042754253,0.10069669343903448,0.013448798946808753,0.23132626205638893,0.22710092018151468,0.04806419927060612,0.09032002183022185,Bumps,Pastry
0,6,0,70,0.34533353216274615,0.059388627655669345,0.01716094473964972,0.30040573248186636,0.12427977531730751,0.06449748404699113,0.08893390359576989,Bumps,Pastry
0,6,0,60,0.31022070054590056,0.08393275703263946,0.01741609780868565,0.20607689097961468,0.0837510478177453,0.09798496799821363,0.20061753781720065,Bumps,Pastry
0,6,0,98,0.18946560783289493,0.11941487014575244,0.03848803130355517,0.3046388919131365,0.22326694942265304,0.09963411276671438,0.02509153661529368,Other_Faults,Pastry
0,6,0,9,0.05166635198529491,0.10635630879962589,0.1599720965093505,0.29298606229845575,0.3001206401356914,0.03793731265960851,0.05096122761197298,Pastry,Pastry
0,6,0,110,0.11075488276508462,0.12845874721690648,0.07763098906069016,0.2655836238440903,0.2012954441040164,0.11149378821908683,0.10478252479012506,Other_Faults,Pastry
0,6,0,153,0.1364316516425574,0.09881597387067202,0.08769737294795091,0.13048847821413054,0.16351183868419597,0.048615146895352776,0.3344395377451403,Z_Scratch,Pastry
0,6,0,18,0.08113815866936641,0.07755805169344704,0.06774224291343396,0.38126773171710565,0.270852760153662,0.0735256915181087,0.04791536333487623,Other_Faults,Pastry
0,6,0,6,0.035614109795469626,0.11658970921856932,0.45778702292183193,0.07618003167367811,0.27631164620371496,0.026619662836773306,0.01089781734996257,K_Scratch,Pastry
0,6,0,150,0.11419464412392434,0.10267581695594531,0.06170103670213722,0.1398275589025988,0.1482106380004579,0.053672433454077295,0.37971787186085915,Z_Scratch,Pastry
0,6,0,305,0.13181727015415726,0.09473091038237622,0.06773566783331987,0.11863636040223914,0.1632277168601514,0.03125143213930887,0.39260064222844737,Z_Scratch,Z_Scratch
0,6,0,226,0.13239456565002117,0.09814616603464996,0.01952183423291303,0.1850009157639107,0.1030294816366104,0.07623422386736435,0.3856728128145303,Z_Scratch,Z_Scratch
0,6,0,208,0.14697902026937312,0.10228358695904512,0.06214408365685397,0.16841938717811425,0.09503912437257785,0.04027850948469143,0.3848562880793442,Z_Scratch,Z_Scratch
0,6,0,284,0.13741538124104197,0.0757864551394529,0.058150386141503356,0.29037238046371244,0.04946705446343843,0.12729654726070286,0.2615117952901482,Other_Faults,Z_Scratch
0,6,0,240,0.3297417316526704,0.06961544028348453,0.028387413790404475,0.20679510719603392,0.058437210045369,0.10099486353958094,0.2060282334924568,Bumps,Z_Scratch
0,6,0,250,0.21810376299983228,0.04932167457799344,0.07011875925859778,0.18315962227627264,0.040902669185562,0.11977872274860414,0.3186147889531376,Z_Scratch,Z_Scratch
0,6,0,204,0.1174944435639011,0.06916372757839755,0.02652731147811174,0.19555374507954476,0.09054867286454205,0.045850322154759676,0.4548617772807432,Z_Scratch,Z_Scratch
0,6,0,280,0.21057590387244202,0.06485812302090221,0.07538680382711271,0.2026707276698006,0.04089623011120992,0.11620418697072132,0.28940802452781134,Z_Scratch,Z_Scratch
0,6,0,276,0.19427515825128291,0.05726515252106971,0.1536743698488944,0.17373702712035566,0.0360960142681053,0.054657967311689475,0.3302943106786025,Z_Scratch,Z_Scratch
0,6,0,185,0.2276189314918278,0.07752825412089182,0.048334497686600315,0.20433443551731645,0.05096259396706649,0.05557164702989526,0.3356496401864018,Z_Scratch,Z_Scratch
0,6,0,309,0.13385570149871667,0.09610421295787833,0.06432379148402326,0.17780360931656036,0.102856615835224,0.03960048022057085,0.38545558868702656,Z_Scratch,Z_Scratch
0,6,0,290,0.2097537197285753,0.05770781539971116,0.06976725302538318,0.17149283547540292,0.05795656526555849,0.06131698914604666,0.37200482195932233,Z_Scratch,Z_Scratch
0,6,0,282,0.16494060370853358,0.0633064464108712,0.018415653471645442,0.15600966345192102,0.09173331997795653,0.08005323212168779,0.4255410808573844,Z_Scratch,Z_Scratch
0,6,0,248,0.225239976966973,0.05136275048893963,0.03969132601386665,0.19116619368065885,0.03373553968424362,0.10762277409900552,0.35118143906631266,Z_Scratch,Z_Scratch
0,6,0,334,0.07577086675101674,0.07988644482399929,0.28017295907484535,0.28251128587313606,0.0372106502217593,0.10468924963471121,0.13975854362053203,Other_Faults,Z_Scratch
0,6,0,242,0.203561509580188,0.05805165196608364,0.04254207370074231,0.21693199347663816,0.03318797785475077,0.11396795613439166,0.3317568372872055,Z_Scratch,Z_Scratch
0,6,0,295,0.15171228553444818,0.07349308046539271,0.09284134402653571,0.2159763077457423,0.04551076479256237,0.09433919417413067,0.3261270232611881,Z_Scratch,Z_Scratch
0,6,0,299,0.2329875010256048,0.05912040514443483,0.04429803787027501,0.1592083866424313,0.06782979210704268,0.0868830596219788,0.3496728175882325,Z_Scratch,Z_Scratch
0,6,0,322,0.18511869984247403,0.04650019862326768,0.05007505369561188,0.19739501421844033,0.05236277506324566,0.09453426655225625,0.37401399200470414,Z_Scratch,Z_Scratch
0,6,0,765,0.19859187801366807,0.062157336362685084,0.06631555102060428,0.25287121617517627,0.0859255370201336,0.2700936977834631,0.06404478362426946,Stains,Stains
0,6,0,774,0.146303388850151,0.08383368253790266,0.08924008474594737,0.2634270354303806,0.07309479152750432,0.27136650137225105,0.07273451553586287,Stains,Stains
0,6,0,747,0.256860433404549,0.07362205940074062,0.08723383992868596,0.20385413700319654,0.07477968399325989,0.24852587622880726,0.05512397004076066,Bumps,Stains
0,6,0,801,0.2275008542711637,0.08460727716096107,0.1023716930080122,0.1975617305937312,0.08633793778035091,0.2563954601897444,0.04522504699603647,Stains,Stains
0,6,0,739,0.14539386964721548,0.08311170149827779,0.022078464068795805,0.378467306579329,0.03544214049401089,0.13293862177938595,0.20256789593298524,Other_Faults,Stains
0,6,0,792,0.20839659250856088,0.07900824713026554,0.06283249063811093,0.2560986804946283,0.0593430667813509,0.27769189858616855,0.05662902386091498,Stains,Stains
0,6,0,770,0.10006026788117676,0.07285907131003821,0.09089884253115589,0.3271858798364688,0.04987234215062673,0.25000186529594065,0.1091217309945929,Other_Faults,Stains
0,7,0,907,0.3768535955987394,0.06758292064066772,0.10836246652574927,0.20709550551526665,0.10071278203095232,0.04068671266000735,0.0987060170286171,Bumps,Bumps
0,7,0,1205,0.27608603612826516,0.08185944589899577,0.04777980313505219,0.2561260989272004,0.04937247112153933,0.09208452142112279,0.19669162336782448,Bumps,Bumps
0,7,0,1074,0.36850289890078486,0.10459110714445159,0.059053240006223966,0.19732565010560774,0.09106419032232257,0.1444092424565713,0.035053671064037964,Bumps,Bumps
0,7,0,939,0.26611467776231346,0.06223532266488076,0.051385534365441694,0.17818525932124304,0.16573020952049705,0.06023967647359793,0.21610931989202598,Bumps,Bumps
0,7,0,1173,0.4199215378936536,0.05883020270663689,0.05688818406981386,0.21495969984318924,0.10520692864318172,0.08238632775132988,0.06180711909219493,Bumps,Bumps
0,7,0,1247,0.33255144752507126,0.10239038365968396,0.0841615649436131,0.20375741846751683,0.09499402041133746,0.13170650820908078,0.0504386567836966,Bumps,Bumps
0,7,0,1092,0.19670543509319496,0.07138702335507878,0.07285201903773623,0.3942301791646299,0.07772139989383131,0.14282515797819978,0.04427878547732899,Other_Faults,Bumps
0,7,0,932,0.3611767728429019,0.06858065608094834,0.04318532740669758,0.2128817538752203,0.1436251346308493,0.07713230091036104,0.09341805425302148,Bumps,Bumps
0,7,0,1153,0.20050865026330342,0.07961528159238968,0.12181052418884634,0.31458714178326325,0.06545916678692178,0.031074196332668644,0.1869450390526068,Other_Faults,Bumps
0,7,0,1087,0.1894688616350341,0.06910943020896944,0.1639125344226082,0.20450006331174858,0.09302986610312133,0.1624922944590043,0.117486949859514,Other_Faults,Bumps
0,7,0,1229,0.27144799412421894,0.09098394539743118,0.0388679081076566,0.28237451969621713,0.04013258200990338,0.08948807782186582,0.18670497284270685,Other_Faults,Bumps
0,7,0,1254,0.1299440161016844,0.09592388023438872,0.05211262149965411,0.1584195914995857,0.12103628843307675,0.06421869006953736,0.378344912162073,Z_Scratch,Bumps
0,7,0,1218,0.29006808807104295,0.07494650648042972,0.03003838598931313,0.2486474306728085,0.0437402967488661,0.10279711586384871,0.20976217617369108,Bumps,Bumps
0,7,0,980,0.2382115688040028,0.11619358091580806,0.07629012129775235,0.22551512135044385,0.12894710979630847,0.1420048006396897,0.07283769719599477,Bumps,Bumps
0,7,0,1263,0.2022936894270454,0.08053103744773411,0.03201921142474417,0.3111200381949039,0.11621450575143782,0.03731627415345046,0.220505243600684,Other_Faults,Bumps
0,7,0,1259,0.24068372292011328,0.054092498926453174,0.029711439911054134,0.30702053988305156,0.08411127902040683,0.061894004698006565,0.22248651464091462,Other_Faults,Bumps
0,7,0,1001,0.3702234745977545,0.06012535089299537,0.022342919863078684,0.2603677604357146,0.07868170462431456,0.12258006388009432,0.08567872570604797,Bumps,Bumps
0,7,0,1134,0.12285521533507507,0.10049135041057408,0.3327937903342235,0.22187822546235103,0.05582483026507838,0.06549304641955792,0.10066354177313999,K_Scratch,Bumps
0,7,0,869,0.05742820771610134,0.07558518672462776,0.0691624453273305,0.5089100262000968,0.167700639963365,0.05875962641934915,0.062453867649129545,Other_Faults,Bumps
0,7,0,1072,0.3322755310981632,0.07203924350399746,0.0427746111865247,0.18100569494354696,0.04875332844342956,0.13413343012391313,0.1890181607004251,Bumps,Bumps
0,7,0,884,0.29761877536492676,0.08723586805020848,0.06265874298304275,0.13758032905556,0.09513840149143109,0.07551624454276891,0.24425163851206197,Bumps,Bumps
0,7,0,1138,0.07450665981272306,0.1197651608681126,0.14073143409652553,0.18863521678837641,0.16394670855628762,0.08086879979123937,0.23154602008673558,Z_Scratch,Bumps
0,7,0,1023,0.36898817537971645,0.08174838852148768,0.015952252305434005,0.25178179654827026,0.12439941916889719,0.07184674786403268,0.08528322021216186,Bumps,Bumps
0,7,0,1210,0.2839425602788563,0.09060984658596309,0.037850529223975984,0.2258280492154012,0.07550452683699788,0.1080239410524189,0.17824054680638682,Bumps,Bumps
0,7,0,1149,0.2961446567755605,0.07514780270731844,0.04867439963327375,0.32960081029389227,0.1000755377546083,0.07488574431908361,0.0754710485162632,Other_Faults,Bumps
0,7,0,1058,0.35615112678793237,0.07773720170577064,0.03210996085993845,0.2503222701546501,0.09135612905349035,0.11688958869828878,0.07543372273992928,Bumps,Bumps
0,7,0,1083,0.21462451095485474,0.114174325015287,0.17468225731088458,0.2066023568406048,0.22891571363126528,0.04276237152468025,0.01823846472242337,Pastry,Bumps
0,7,0,872,0.2401451912993245,0.054695011460987444,0.07411456440230592,0.39101020907870243,0.13971183841056628,0.0913616187762839,0.008961566571829404,Other_Faults,Bumps
0,7,0,1142,0.27469363198275926,0.07171109734945867,0.10914203886593983,0.3195727292582562,0.06548294845421397,0.058408188302857704,0.10098936578651424,Other_Faults,Bumps
0,7,0,1104,0.08537877815575512,0.1159585792885071,0.053139675005293804,0.4711826373990592,0.1064942495746511,0.08080819482630544,0.08703788575042827,Other_Faults,Bumps
0,7,0,992,0.3925061370080895,0.08602290395371577,0.04078219393536379,0.22904078881837414,0.1160953341880296,0.08629101380514055,0.0492616282912865,Bumps,Bumps
0,7,0,1209,0.3305747582722897,0.07940446271441892,0.046323931965614434,0.20841846981631085,0.05945507888164764,0.09727927665364608,0.1785440216960723,Bumps,Bumps
0,7,0,1211,0.2866102803468628,0.09081661829013495,0.024172074301528866,0.2186862896116635,0.08150170066346236,0.07655960136716833,0.2216534354191793,Bumps,Bumps
0,7,0,957,0.4190440224304989,0.08005231939044306,0.046252860537837656,0.18706588827947912,0.12727402965611773,0.09010945932704478,0.05020142037857871,Bumps,Bumps
0,7,0,1194,0.22373019130887492,0.09462971757912933,0.07746089024926504,0.24561472896507142,0.08866135697321635,0.18869723339849345,0.08120588152594953,Other_Faults,Bumps
0,7,0,1059,0.4157897116975517,0.06463872996338896,0.04802226533271397,0.2204644423577786,0.0827459645620814,0.08897689411704329,0.07936199196944203,Bumps,Bumps
0,7,0,1111,0.07377556674855996,0.10270683472366744,0.10158232133063272,0.4375798178971009,0.056930854896376074,0.16122756180793085,0.0661970425957322,Other_Faults,Bumps
0,7,0,1201,0.23713285853838795,0.09354003407359818,0.03878075337917504,0.27955022257409246,0.039825053069867215,0.10580472949176974,0.20536634887310948,Other_Faults,Bumps
0,7,0,969,0.08364845279193989,0.09144632635699447,0.27767988155539497,0.3416049505944279,0.054752950850898915,0.09903617295703908,0.05183126489330473,Other_Faults,Bumps
0,7,0,1126,0.16274726458897573,0.0907887634276407,0.07423038384911647,0.42673841699591464,0.09117613634097847,0.09952539242221793,0.05479364237515605,Other_Faults,Bumps
0,7,0,1382,0.039197424343747636,0.07391869387895411,0.7183584030704513,0.044712155844988694,0.03104928677989089,0.04652299919553358,0.04624103688643375,K_Scratch,Other_Faults
0,7,0,1312,0.061160430845684746,0.13115334844381465,0.023387436475680947,0.42658496091356074,0.1908209903888596,0.06682451103445904,0.10006832189794028,Other_Faults,Other_Faults
0,7,0,1929,0.10980938928038099,0.08034501693420533,0.26569355579632753,0.19102319713025528,0.06058811661760511,0.13537415047920845,0.15716657376201745,K_Scratch,Other_Faults
0,7,0,1338,0.11736141601461911,0.1330617031331156,0.09308087565677904,0.23588214517085832,0.16500424700207345,0.10275122414803431,0.1528583888745199,Other_Faults,Other_Faults
0,7,0,1543,0.10448988130308282,0.1423381666741538,0.24503289337630832,0.2590000153505242,0.12151303033446707,0.05055176441600163,0.0770742485454621,Other_Faults,Other_Faults
0,7,0,1535,0.24475714301336712,0.12277749576591371,0.14412374285238586,0.1984330917594161,0.20093448393540184,0.018390274523770605,0.07058376814974467,Bumps,Other_Faults
0,7,0,1279,0.2523681310511303,0.09597678547712006,0.008294923780117794,0.24116629538337644,0.22085601752509573,0.050910106673103056,0.1304277401100566,Bumps,Other_Faults
0,7,0,1526,0.05260790456359573,0.09888919481103002,0.1374050487000703,0.31612543321566,0.09227024705354907,0.0821804196634939,0.22052175199260096,Other_Faults,Other_Faults
0,7,0,1429,0.26672836878302797,0.11811486511226377,0.017826792104217885,0.20160550230995905,0.10067299201935176,0.0674442306204833,0.2276072490506963,Bumps,Other_Faults
0,7,0,1866,0.16926844123127713,0.07008614603497387,0.10429122394185973,0.31796832251544865,0.12507922969742266,0.09924488567255517,0.11406175090646287,Other_Faults,Other_Faults
0,7,0,1501,0.0554403809880993,0.09924996498891087,0.030811933445924283,0.5212136746470136,0.21110936561389976,0.038073822999392916,0.04410085731675922,Other_Faults,Other_Faults
0,7,0,1520,0.14156823283329,0.11389786612289768,0.030045494584960267,0.24952356949574367,0.28145460087349666,0.11853409222749212,0.06497614386211956,Pastry,Other_Faults
0,7,0,1498,0.05506743384208227,0.09551850742309144,0.03626199142102563,0.5459174563809056,0.18007401676378998,0.03738590444877728,0.049774689720327746,Other_Faults,Other_Faults
0,7,0,1731,0.11085264858923988,0.07246564700351861,0.17234907170783725,0.23484521317712198,0.10267097201535784,0.1256863508592723,0.18113009664765228,Other_Faults,Other_Faults
0,7,0,1663,0.17206438565385015,0.09630316476059958,0.006192799686841039,0.33094178864361357,0.12668165159218714,0.06348838298275425,0.20432782668015428,Other_Faults,Other_Faults
0,7,0,1803,0.17599181076156056,0.06551732958471564,0.008952846834561766,0.4682114441745241,0.04456998897582044,0.09128943040494149,0.14546714926387594,Other_Faults,Other_Faults
0,7,0,1287,0.151446496258885,0.15226051191148177,0.04982138036922042,0.2507240414193947,0.1658645761974295,0.13880213095599514,0.09108086288759353,Other_Faults,Other_Faults
0,7,0,1770,0.2104530417616392,0.08441739228740597,0.15727948620157295,0.2927517042663289,0.06915190484136197,0.12092215079845585,0.0650243198432353,Other_Faults,Other_Faults
0,7,0,1611,0.3604709362677443,0.10311594317812532,0.019778165437989537,0.22597833148496616,0.15110529456371422,0.05884757720610382,0.0807037518613566,Bumps,Other_Faults
0,7,0,1760,0.15872891155301355,0.10175374904012083,0.02862199247364391,0.1472637459511694,0.1308082068510386,0.06439786358499407,0.36842553054601973,Z_Scratch,Other_Faults
0,7,0,1673,0.10695122131009614,0.18894484571988474,0.0413825193902497,0.23122401298865403,0.2629987572165633,0.08371002844726781,0.08478861492728439,Pastry,Other_Faults
0,7,0,1397,0.22833877731542415,0.08439999154210437,0.1501881351301457,0.23896063542563575,0.17908611807738778,0.08851525320838267,0.030511089300919562,Other_Faults,Other_Faults
0,7,0,1739,0.3431123220429469,0.07355804082545755,0.01568646734536116,0.26726869594074737,0.1464804603362066,0.05795448017826726,0.09593953333101328,Bumps,Other_Faults
0,7,0,1892,0.17485976079297383,0.06334298988388873,0.06532500197014152,0.3608974108212448,0.07093476316845894,0.0994625105370448,0.16517756282624738,Other_Faults,Other_Faults
0,7,0,1702,0.04134844334331647,0.10101229588853297,0.04848890942945726,0.46271536042921796,0.11799997808336547,0.056541797420382435,0.17189321540572747,Other_Faults,Other_Faults
0,7,0,1291,0.04210161202762707,0.10635797083954665,0.09002717493944971,0.41308409024725884,0.24770965889600774,0.035306001516054814,0.06541349153405504,Other_Faults,Other_Faults
0,7,0,1841,0.05320366156904498,0.09585127208751634,0.2187872324558864,0.4396861893458445,0.03600104305951804,0.12872993323891546,0.027740668243274366,Other_Faults,Other_Faults
0,7,0,1761,0.34765745630652384,0.07685032676511754,0.09631347035833462,0.1734506738317659,0.045088211680209184,0.0737522756099224,0.18688758544812645,Bumps,Other_Faults
0,7,0,1593,0.1337841215358406,0.08545043180278,0.08825668680260038,0.3799533251002258,0.0766315000998861,0.10932240442537951,0.12660153023328774,Other_Faults,Other_Faults
0,7,0,1365,0.15003244674705218,0.1023240461878402,0.09686432402517348,0.38238213651689495,0.07731853943376014,0.16370495425418924,0.02737355283508973,Other_Faults,Other_Faults
0,7,0,1682,0.11567780094274824,0.08299913422711068,0.12589028557735685,0.23274165673185032,0.10233674041843215,0.1449152668012977,0.19543911530120398,Other_Faults,Other_Faults
0,7,0,1307,0.1996014630463602,0.092983003439333,0.03740931825591261,0.21415199160998888,0.22063081911062324,0.045910513379170924,0.18931289115861105,Pastry,Other_Faults
0,7,0,1919,0.1633604581856134,0.07928837097807633,0.2044616122756941,0.20845816547665005,0.05443204206901752,0.14773539374567513,0.14226395726927354,Other_Faults,Other_Faults
0,7,0,1775,0.1440203497288671,0.09369076029793723,0.12530902329655766,0.2927609940251101,0.06565247855161732,0.18731587007982348,0.09125052402008703,Other_Faults,Other_Faults
0,7,0,1318,0.13986238209812815,0.1271336191972687,0.0629028911925333,0.32037743011499326,0.09255030806032893,0.1511364133158545,0.10603695602089305,Other_Faults,Other_Faults
0,7,0,1743,0.18509649791565497,0.09224820713930582,0.14003502566176784,0.36107971617052953,0.07435082325423908,0.11801157301431472,0.029178156844187807,Other_Faults,Other_Faults
0,7,0,1897,0.3339204189984634,0.07987231717953908,0.0563970253556957,0.3360328504736303,0.07236187024297792,0.048307482489603294,0.07310803526009037,Other_Faults,Other_Faults
0,7,0,1855,0.2768474598820313,0.08365309632180512,0.010181059848820458,0.2215652939513459,0.2560583843132019,0.05520011029948079,0.0964945953833146,Bumps,Other_Faults
0,7,0,1577,0.1962276567755888,0.1455678756979829,0.020756357899241216,0.23130946899922983,0.23373038049769904,0.03314488464662297,0.13926337548363515,Pastry,Other_Faults
0,7,0,1283,0.11347573055265012,0.1382294510816652,0.02573464224574129,0.3662093001249218,0.2193563655223859,0.08807347111597433,0.0489210393566614,Other_Faults,Other_Faults
0,7,0,1366,0.19859688175340143,0.08605663982671836,0.022155260307079115,0.32835165082597617,0.041857722587916216,0.1349491122612263,0.18803273243768248,Other_Faults,Other_Faults
0,7,0,1414,0.2700408517256802,0.07780117774384224,0.04636907633605424,0.25246018151166,0.15801995236490085,0.05981698409702424,0.1354917762208381,Bumps,Other_Faults
0,7,0,1754,0.19265710727546467,0.06631430500502751,0.06315030630521463,0.2007748186137885,0.03957946167677862,0.11496518580551005,0.322558815318216,Z_Scratch,Other_Faults
0,7,0,1899,0.18724532477473124,0.08835917423014035,0.05452624273688773,0.48925072803433656,0.06467673103514213,0.05182628252567347,0.06411551666308841,Other_Faults,Other_Faults
0,7,0,1320,0.12088838854310816,0.1418190016788974,0.07016619576976316,0.30246177744856906,0.12997990481431443,0.12165522042512047,0.11302951132022729,Other_Faults,Other_Faults
0,7,0,1937,0.0830999657243111,0.0736549947042781,0.266604001931768,0.256734839773568,0.05387196596871349,0.1301301107275618,0.13590412116979952,K_Scratch,Other_Faults
0,7,0,1879,0.26028419529381447,0.08179298660430284,0.05006816943426716,0.2441396966731024,0.0375753733138299,0.1013788491886896,0.2247607294919937,Bumps,Other_Faults
0,7,0,1647,0.1554805066628415,0.08094002987910029,0.03996218212717276,0.38277788763299175,0.10634718145761124,0.1644470454394601,0.07004516680082239,Other_Faults,Other_Faults
0,7,0,1601,0.18667081102439503,0.1315706345278503,0.03033757192015079,0.20708839189858144,0.14180308272837913,0.03865529035981934,0.2638742175408239,Z_Scratch,Other_Faults
0,7,0,1394,0.08036851035149487,0.10038080497074739,0.12462470196656854,0.41089583436495714,0.06075364995768864,0.16567298939199068,0.05730350899655264,Other_Faults,Other_Faults
0,7,0,1881,0.14415490437772652,0.07393997829755687,0.051320167601767185,0.24992594717800778,0.03775508409661389,0.1269785247315599,0.31592539371676787,Z_Scratch,Other_Faults
0,7,0,1585,0.2261887605076028,0.12611647460734293,0.009540834711451687,0.27096562815215536,0.2242972628520464,0.041359310936305876,0.10153172823309481,Other_Faults,Other_Faults
0,7,0,1510,0.22625989742028085,0.08390916851071435,0.05631228953151307,0.38278920492642676,0.09057345254453388,0.13071187488292416,0.02944411218360697,Other_Faults,Other_Faults
0,7,0,1519,0.19695705507594216,0.09027940777896035,0.06695142309523745,0.2388067134569307,0.2358044845654705,0.12387856635930762,0.0473223496681513,Other_Faults,Other_Faults
0,7,0,1309,0.25858052873414683,0.07154205471578083,0.02946032965425616,0.2163493606392801,0.08916304058409466,0.09674641778031763,0.2381582678921238,Bumps,Other_Faults
0,7,0,1936,0.09662464873818224,0.09011931200798996,0.26282911556886857,0.2386890928824428,0.05876238553046471,0.13017885160617465,0.12279659366587703,K_Scratch,Other_Faults
0,7,0,1858,0.2014101835131924,0.07718255999106258,0.10757512450565684,0.37387129170695976,0.13929946629187354,0.08139702452799252,0.019264349463262397,Other_Faults,Other_Faults
0,7,0,1447,0.3633182421140418,0.059766999144417916,0.04837111093183467,0.2608223956853744,0.10054152233894942,0.08940244226445382,0.07777728752092801,Bumps,Other_Faults
0,7,0,1873,0.14696018122025506,0.07126820832866212,0.1238024678149945,0.3683266530305242,0.10779745199753095,0.09091965148799114,0.09092538612004178,Other_Faults,Other_Faults
0,7,0,1920,0.06635754726559591,0.09134827654483234,0.23403377216211285,0.3158310438927825,0.04525475369900723,0.1251356330157058,0.12203897341996342,Other_Faults,Other_Faults
0,7,0,1902,0.22449178470325565,0.07909672645377068,0.0255460811572123,0.44688061205964025,0.07468997216892241,0.10142941384665892,0.04786540961053994,Other_Faults,Other_Faults
0,7,0,1297,0.0773548081903273,0.06658081101635792,0.06360566232203213,0.461412478706883,0.19542673973819896,0.08114275284280081,0.05447674718339967,Other_Faults,Other_Faults
0,7,0,1938,0.08255365947655316,0.07564901194606309,0.30550984362635847,0.24067026385567378,0.0606811361777507,0.12094323978280933,0.1139928451347914,K_Scratch,Other_Faults
0,7,0,1302,0.07330252330081298,0.07393040388490302,0.09327121214584366,0.4155849080839045,0.24405940038289992,0.05187408045049603,0.047977471751139845,Other_Faults,Other_Faults
0,7,0,1618,0.25677833815277,0.055069207836970904,0.10455836520243304,0.2077212018149103,0.09379669436492848,0.09115480036886803,0.19092139225911928,Bumps,Other_Faults
0,7,0,1800,0.12321086472869255,0.06672176531550772,0.011557540388870153,0.5290957895216276,0.05367451811420845,0.08397621447771579,0.13176330745337766,Other_Faults,Other_Faults
0,7,0,1758,0.14110844232102845,0.06418005476317033,0.04601337934718101,0.24844793255238576,0.0515240688933895,0.11875294461781921,0.32997317750502575,Z_Scratch,Other_Faults
0,7,0,854,0.11166888460199127,0.1892218909546305,0.05265469182695048,0.2655719503518078,0.23403625389452648,0.06323918233987445,0.08360714603021897,Other_Faults,Dirtiness
0,7,0,858,0.13304582563183942,0.15372993415720732,0.03328792982169507,0.30569176005745263,0.17730094209127084,0.11577482996275479,0.08116877827777998,Other_Faults,Dirtiness
0,7,0,818,0.09845681321567383,0.16969209543470998,0.05060315597176076,0.22297146559764114,0.2516896236616783,0.09707033187638267,0.1095165142421533,Pastry,Dirtiness
0,7,0,836,0.38024427405542605,0.09400750659256966,0.03683290950701437,0.25406399293602955,0.10793812456206908,0.07487950798868685,0.05203368435820436,Bumps,Dirtiness
0,7,0,859,0.1266741222845893,0.15683148265265626,0.026762964709177932,0.30351952617271677,0.17895778332517936,0.12248202953416616,0.0847720913215142,Other_Faults,Dirtiness
0,7,0,826,0.11683233006372634,0.14249016815215895,0.04482457257858295,0.2659116008911248,0.193466268771499,0.13012248864234552,0.10635257090056238,Other_Faults,Dirtiness
0,7,0,635,0.05224041380867557,0.06290694725108269,0.5723432749374575,0.10736594968758296,0.06854862169693655,0.06626183576787568,0.07033295685038884,K_Scratch,K_Scratch
0,7,0,649,0.05671886314342989,0.061998740892164714,0.5671083125375701,0.10675260363365507,0.07142586537896894,0.06901699145812323,0.06697862295608782,K_Scratch,K_Scratch
0,7,0,548,0.0476374741395912,0.05972951257663465,0.5228523467664334,0.1439670877031417,0.06260082800261191,0.07413440088836518,0.08907834992322182,K_Scratch,K_Scratch
0,7,0,357,0.15602533271327387,0.0971741895516812,0.24176686416902576,0.26126397423593195,0.05306715872021097,0.1627157305624553,0.027986750047420877,Other_Faults,K_Scratch
0,7,0,429,0.053990020740655544,0.06333673757550809,0.6410975516836047,0.04881392384404956,0.05213380153067469,0.06257346085950788,0.07805450376599955,K_Scratch,K_Scratch
0,7,0,570,0.047864046851988154,0.059013301444818034,0.5657945941829151,0.11835909240673272,0.06941421128508656,0.06609301912829332,0.07346173470016616,K_Scratch,K_Scratch
0,7,0,363,0.19085945246918967,0.11460275869758194,0.16540542249534124,0.2427881878622758,0.11366986832685194,0.1377841256102343,0.034890184538525104,Other_Faults,K_Scratch
0,7,0,382,0.18783591480425113,0.07419766402642829,0.34835564658908713,0.18966929530713222,0.0707904577381044,0.07418047386374478,0.0549705476712521,K_Scratch,K_Scratch
0,7,0,463,0.06842500888099179,0.0628340260117294,0.6252328296140512,0.05598840632390023,0.06437250214107368,0.044828891428341906,0.07831833559991193,K_Scratch,K_Scratch
0,7,0,537,0.0484214348805291,0.059749516720405585,0.537631316913056,0.12686998926298487,0.06942164067697607,0.07399550543593633,0.08391059611011212,K_Scratch,K_Scratch
0,7,0,482,0.06751067836544668,0.06420492628882027,0.6248084337767528,0.054576680123900746,0.06759655365632755,0.04480551354675327,0.07649721424199858,K_Scratch,K_Scratch
0,7,0,605,0.09101111763623897,0.0674797431621324,0.39246286427618654,0.1870781848050891,0.029270854700714426,0.0743720679047315,0.1583251675149071,K_Scratch,K_Scratch
0,7,0,736,0.1283470515828167,0.06954839799284786,0.5127239998638696,0.12429227239621292,0.0986104713441536,0.03474682683401187,0.03173097998608744,K_Scratch,K_Scratch
0,7,0,539,0.05779304277886255,0.09418184623751355,0.34359408299312716,0.20079065411436137,0.07065120601494883,0.05129927428489946,0.1816898935762872,K_Scratch,K_Scratch
0,7,0,696,0.053484887286007525,0.07002195124432319,0.5658356547030359,0.10936228338682653,0.0660438033055517,0.06112538338594084,0.07412603668831427,K_Scratch,K_Scratch
0,7,0,532,0.047140287232421176,0.06180074177174097,0.5385865609999042,0.12520869159007583,0.060518488802072744,0.07359993589205681,0.09314529371172829,K_Scratch,K_Scratch
0,7,0,545,0.05285397412025502,0.05780170382753892,0.5121270967804763,0.14888440289830726,0.0652270616678155,0.07697931943882694,0.0861264412667801,K_Scratch,K_Scratch
0,7,0,529,0.059956098986383106,0.07205146932422973,0.5653990890624262,0.11060308864478244,0.06178195456219182,0.05602192958016163,0.07418636983982525,K_Scratch,K_Scratch
0,7,0,715,0.10387046712148595,0.0788006630274393,0.501774638135077,0.12877855788228246,0.08689447222714863,0.05346093756888661,0.04642026403768008,K_Scratch,K_Scratch
0,7,0,666,0.08712855215750359,0.09069701970525669,0.3535229527721105,0.20341400806201965,0.05932643785206029,0.049820953495245596,0.15609007595580365,K_Scratch,K_Scratch
0,7,0,366,0.12332826157665458,0.056906903427238816,0.3424104137617647,0.17181221620998624,0.10456848770571066,0.11355148969367088,0.0874222276249743,K_Scratch,K_Scratch
0,7,0,349,0.18215769873900314,0.10253183469106748,0.19187687861765165,0.25213546360482636,0.09285467480840659,0.14498634503780466,0.03345710450124005,Other_Faults,K_Scratch
0,7,0,538,0.044513172273913694,0.06023038632015739,0.541240653795102,0.13422095584481764,0.06440617425051605,0.07031542339484954,0.08507323412064338,K_Scratch,K_Scratch
0,7,0,609,0.04806626280661464,0.06302981136201681,0.5557695726808467,0.12122363241984487,0.06113610211686865,0.06706190818090103,0.0837127104329074,K_Scratch,K_Scratch
0,7,0,640,0.05119278904940757,0.06590172877738092,0.5708913759651143,0.10670321634872477,0.06845088284179483,0.06413285075093346,0.07272715626664404,K_Scratch,K_Scratch
0,7,0,423,0.04748333135265197,0.06714579738339464,0.6597319344982501,0.03935880135227909,0.06099662213663483,0.05958705322654208,0.06569646005024722,K_Scratch,K_Scratch
0,7,0,553,0.05452019551874694,0.05957273007837507,0.5151162792000129,0.14201795131087003,0.06760115587781464,0.07438958043026944,0.08678210758391094,K_Scratch,K_Scratch
0,7,0,470,0.07250038303093356,0.061747102122717765,0.626536352630895,0.05285615253761667,0.06670473243989414,0.04485702719935204,0.0747982500385908,K_Scratch,K_Scratch
0,7,0,504,0.05582693702149554,0.06572421103721321,0.5491712713922677,0.12686455341354952,0.07550630120287961,0.061934955716833266,0.06497177021576125,K_Scratch,K_Scratch
0,7,0,565,0.05148482832759616,0.059340907726443196,0.5585560596927867,0.11929585121668669,0.05871573127717451,0.06850065951275669,0.08410596224655631,K_Scratch,K_Scratch
0,7,0,589,0.08473974614522553,0.0693259284358483,0.3849723525920004,0.20595498756662284,0.03948531505913831,0.05379311313437283,0.16172855706679182,K_Scratch,K_Scratch
0,7,0,546,0.050372977335164514,0.05991541983622032,0.5199689640622709,0.14421039794963067,0.06427410013873724,0.07241572001355863,0.08884242066441765,K_Scratch,K_Scratch
0,7,0,498,0.06858736731565525,0.06363746901029868,0.6175881067065364,0.0665027172723968,0.053737797905437604,0.04486515128184922,0.08508139050782595,K_Scratch,K_Scratch
0,7,0,477,0.06537966509600246,0.06312255096525514,0.6268592099199066,0.05319974950907073,0.05725544560560512,0.05919190245899452,0.07499147644516538,K_Scratch,K_Scratch
0,7,0,371,0.20617869499979738,0.09256295049606518,0.1879720960719764,0.2546675812783311,0.07723238704006075,0.14301492232740887,0.03837136778636041,Other_Faults,K_Scratch
0,7,0,436,0.07841280906775099,0.08539429909320283,0.3111996203043688,0.2293571296672094,0.07166995067679373,0.05431169002929428,0.16965450116138003,K_Scratch,K_Scratch
0,7,0,689,0.054269188872087405,0.06727250873750744,0.562467448468355,0.10822918335199382,0.06656973101303088,0.06443258284866567,0.07675935670835976,K_Scratch,K_Scratch
0,7,0,716,0.10045914329375451,0.08271856128190011,0.49158324678152,0.139941641360384,0.08397376853514757,0.0528754744647071,0.04844816428258674,K_Scratch,K_Scratch
0,7,0,481,0.07020611429736938,0.061733077941111276,0.6202332578175302,0.05831459032196662,0.06413228604048146,0.04663068153162011,0.078749992049921,K_Scratch,K_Scratch
0,7,0,69,0.3730601993245284,0.06306860711028305,0.020056678465979565,0.25780809739167815,0.13555926447763642,0.0669842127219058,0.08346294050798862,Bumps,Pastry
0,7,0,91,0.06961546176996836,0.10301335358131303,0.2015889466863666,0.1408203870530167,0.22617569331319606,0.07207408536491089,0.18671207223122835,Pastry,Pastry
0,7,0,84,0.09107850471485297,0.06186901718726844,0.08308872773167422,0.3855630688674681,0.11332334309436383,0.1086576828284007,0.15641965557597154,Other_Faults,Pastry
0,7,0,100,0.23164117755844385,0.0923182732875193,0.03114084245018171,0.335956932189076,0.1713910684972673,0.11980348198345465,0.01774822403405733,Other_Faults,Pastry
0,7,0,25,0.16360776744829467,0.09594763368342586,0.09809594702859356,0.2383930176086772,0.2403105727384964,0.10774335552810312,0.05590170596440921,Pastry,Pastry
0,7,0,156,0.15999798056784573,0.0966054291832053,0.08064609459952815,0.12615284258869994,0.15182597337020318,0.05595977537097798,0.32881190431953994,Z_Scratch,Pastry
0,7,0,102,0.12802103122684372,0.0808139927014107,0.11167174623628719,0.30669619324844993,0.23616354319584879,0.07931451241074663,0.05731898098041311,Other_Faults,Pastry
0,7,0,114,0.10847993436195764,0.12848256436118993,0.022940230419172154,0.27463480876147217,0.37930203801527085,0.05330366643775006,0.03285675764318714,Pastry,Pastry
0,7,0,119,0.1161019464512712,0.13517848870912416,0.049228913074904526,0.3353735450692428,0.2892723543020324,0.04591749680207853,0.02892725559134631,Other_Faults,Pastry
0,7,0,64,0.3587218961356767,0.06163410422458181,0.02627523002204578,0.29779792216476,0.1043713847797868,0.07926906160254536,0.07193040107060354,Bumps,Pastry
0,7,0,129,0.10079876005744212,0.10002230984761515,0.10136212743529725,0.2462469253708924,0.3219827284412667,0.06203965147763895,0.06754749736984753,Pastry,Pastry
0,7,0,61,0.24917149260319957,0.08438614398285577,0.027307318416145924,0.2587650491362719,0.11150153092088659,0.08334301103059068,0.18552545391004957,Other_Faults,Pastry
0,7,0,130,0.1336793878168414,0.13747311844480078,0.03452535277763516,0.3087172136007039,0.30564249650045716,0.05634495566618523,0.023617475193376446,Other_Faults,Pastry
0,7,0,126,0.12350572505569032,0.1323945227936613,0.05942718289361387,0.3025584838659511,0.3122764948084988,0.04665460781892853,0.023182982763656042,Pastry,Pastry
0,7,0,72,0.33901973004342895,0.12093032027373585,0.005976392123721087,0.22642342809979643,0.18800581093125504,0.04077752865654334,0.0788667898715193,Bumps,Pastry
0,7,0,125,0.11374055819321054,0.13740255514072386,0.030952656471203623,0.3487160572014219,0.2793761022143164,0.057922708095876366,0.0318893626832473,Other_Faults,Pastry
0,7,0,209,0.059864372838864394,0.10146967520630124,0.21343414233670624,0.07604434680136091,0.1474512870885842,0.02034185603959319,0.38139431968858994,Z_Scratch,Z_Scratch
0,7,0,173,0.11861790541443065,0.0989848008828638,0.021223101338123697,0.1809842619950889,0.10328523746411102,0.08093354222100087,0.3959711506843812,Z_Scratch,Z_Scratch
0,7,0,216,0.13127992401801392,0.11314662285378103,0.08329327083424992,0.13700192913550333,0.14986141776178893,0.03163727211342643,0.3537795632832364,Z_Scratch,Z_Scratch
0,7,0,169,0.12123430777291537,0.09357629952365383,0.03797433750491454,0.17655512156712735,0.10175804141201908,0.05827364461442703,0.41062824760494276,Z_Scratch,Z_Scratch
0,7,0,198,0.3163039410052924,0.06898226772793495,0.02727760182209009,0.21060617856823116,0.03976556440433979,0.09769017352842244,0.2393742729436892,Bumps,Z_Scratch
0,7,0,294,0.22185504670887185,0.06903580721532739,0.08438949481840026,0.14518426835043546,0.08997165510451342,0.05250036804368775,0.3370633597587637,Z_Scratch,Z_Scratch
0,7,0,179,0.28156501824052216,0.07206805422944851,0.03441374486835037,0.19051894557823995,0.0491523313625219,0.0838036318680398,0.2884782738528773,Z_Scratch,Z_Scratch
0,7,0,223,0.13971099703384465,0.08128815490929278,0.04707167046978224,0.1826664887722614,0.08119593929255191,0.05310496081553505,0.414961788706732,Z_Scratch,Z_Scratch
0,7,0,287,0.20279692338465685,0.058037271204028226,0.08541596504272661,0.1540818752339144,0.05078165628445813,0.09385055107554478,0.35503575777467117,Z_Scratch,Z_Scratch
0,7,0,279,0.2097704107355656,0.060291940729388475,0.043874412687713575,0.1462797567417891,0.07404751186880518,0.08107026791859293,0.3846656993181452,Z_Scratch,Z_Scratch
0,7,0,191,0.27417856331490614,0.06812420311405525,0.05309162602604133,0.15245098177752733,0.04476438055156417,0.10062832853595684,0.30676191667994906,Z_Scratch,Z_Scratch
0,7,0,344,0.12384707350969179,0.09709504046432144,0.040735360397772084,0.455619246118379,0.09629862699832174,0.1105951207261569,0.07580953178535696,Other_Faults,Z_Scratch
0,7,0,180,0.19904927812974352,0.03930223406812827,0.04123100498760577,0.16691129523478881,0.034599874109270574,0.11619541764362724,0.4027108958268358,Z_Scratch,Z_Scratch
0,7,0,262,0.19680849687144947,0.06039675642365882,0.05201106413677401,0.22449024267110657,0.03172689107646757,0.11580756366771974,0.31875898515282375,Z_Scratch,Z_Scratch
0,7,0,325,0.24284490558229413,0.05163478510927669,0.037971569801624694,0.12751069399126638,0.08027246137448997,0.08161858412449233,0.3781470000165558,Z_Scratch,Z_Scratch
0,7,0,278,0.12202175709706398,0.06281958383297737,0.076826989046153,0.26415575181461753,0.052635520656061634,0.11386827297527756,0.307672124577849,Z_Scratch,Z_Scratch
0,7,0,286,0.16831971467064674,0.0773845823159023,0.09575372048534472,0.2205875757207044,0.03954601712804958,0.08771013572877367,0.31069825395057865,Z_Scratch,Z_Scratch
0,7,0,164,0.08539178507577083,0.11068424629915287,0.06133335080018192,0.13626802900164503,0.13679516064490727,0.03160329771947615,0.4379241304588659,Z_Scratch,Z_Scratch
0,7,0,214,0.11687988971216601,0.09219740453908588,0.11467772172997989,0.09644038040011021,0.16558055679721775,0.02712843838301568,0.38709560843842467,Z_Scratch,Z_Scratch
0,7,0,753,0.16342957070764375,0.09394216470102926,0.05965243490751796,0.26911784960968227,0.07668113087646089,0.28225607815224396,0.05492077104542201,Stains,Stains
0,7,0,786,0.19751260522608022,0.08485400703271623,0.06420952284591214,0.27332185587826546,0.04757489396810044,0.23941840126020544,0.09310871378872013,Other_Faults,Stains
0,7,0,780,0.2078926011468669,0.09777898565802288,0.0972120750181252,0.20855553128871732,0.08937368792099251,0.2417737284310942,0.05741339053618096,Stains,Stains
0,7,0,755,0.12439868236087692,0.08860337965944651,0.047799514340113855,0.3199088621750168,0.06810382005902417,0.2785830210868759,0.07260272031864586,Other_Faults,Stains
0,7,0,756,0.1744076623135186,0.08550237949054659,0.06737991624336596,0.27518444247725876,0.07202030762703442,0.2561967854009352,0.06930850644734048,Other_Faults,Stains
0,7,0,778,0.1574507004754752,0.08016960493669932,0.08519674954435001,0.302698779205706,0.062135703056185314,0.2423243810218428,0.07002408175974142,Other_Faults,Stains
0,7,0,809,0.21263419760820843,0.08171814300040045,0.09841282355304695,0.21848553318739272,0.08330205118037466,0.2519118122454913,0.053535439225085475,Stains,Stains
0,8,0,934,0.3181603668364569,0.07680662515542623,0.048275985699252816,0.2536597766424335,0.10120357391042904,0.10970597369395252,0.09218769806204895,Bumps,Bumps
0,8,0,981,0.261763510560727,0.10105921410029733,0.09219537820802468,0.2124715641689154,0.12545446777441738,0.14839444638053464,0.05866141880708361,Bumps,Bumps
0,8,0,1178,0.30361317615954714,0.09309732175784521,0.056086325482967214,0.24029661085081203,0.15600215637336765,0.056111772811619345,0.09479263656384146,Bumps,Bumps
0,8,0,1078,0.19035554917600042,0.12389963573194344,0.07269229954580055,0.23819515129734448,0.16586931140761024,0.14476114804928664,0.0642269047920142,Other_Faults,Bumps
0,8,0,1062,0.3227482941900515,0.08411926923573822,0.01836933801589646,0.26672991077084446,0.13726634148228575,0.07666982602068212,0.09409702028450154,Bumps,Bumps
0,8,0,1196,0.23689558769770222,0.06469752470559893,0.17584129649498795,0.27600586430674956,0.09515713065668883,0.10703821868348692,0.04436437745478564,Other_Faults,Bumps
0,8,0,1031,0.3507109186392053,0.09579949492484087,0.02142549141270393,0.21287592298116603,0.15957225768591538,0.06530600894299374,0.09430990541317483,Bumps,Bumps
0,8,0,895,0.35786695417254594,0.0717985141883646,0.021066817724031617,0.2786826346554854,0.08520426883270728,0.09428155729708725,0.09109925312977799,Bumps,Bumps
0,8,0,988,0.37757399807230735,0.08419093239691955,0.03182483970958063,0.22054945438842385,0.14174412057293248,0.05944636152842095,0.08467029333141532,Bumps,Bumps
0,8,0,936,0.33956005755583335,0.09567594814396375,0.02217095392024033,0.2282108057265358,0.17900319095301834,0.06663051275577123,0.06874853094463718,Bumps,Bumps
0,8,0,960,0.38634423794336203,0.06469026986172204,0.0762913338643402,0.1775605443907053,0.14919613231858425,0.046872521096811344,0.09904496052447488,Bumps,Bumps
0,8,0,1008,0.24233526167696998,0.09676849473249603,0.041296135528722376,0.24308411035882493,0.1158636856660818,0.04833757008345373,0.2123147419534514,Other_Faults,Bumps
0,8,0,985,0.17558451086131308,0.06518501014877529,0.07515391306810572,0.23033151255565293,0.03215298952218504,0.11189941473737558,0.30969264910659244,Z_Scratch,Bumps
0,8,0,1017,0.34768031422016843,0.07167322675859027,0.04158880913907743,0.22925295944312848,0.18076104014047972,0.05350764771032576,0.07553600258822984,Bumps,Bumps
0,8,0,1159,0.24121841127556667,0.05653578268330152,0.10212732615900615,0.28691166426314646,0.04829817621405375,0.05854457633794558,0.20636406306698,Other_Faults,Bumps
0,8,0,1043,0.24697489818321516,0.10102591296702788,0.023407709940477625,0.2923350398825683,0.11665870783210938,0.05575324371824485,0.1638444874763566,Other_Faults,Bumps
0,8,0,880,0.23111575543741508,0.08881979446233004,0.12816775664769736,0.21567733588859192,0.12041056522905644,0.13896544428308555,0.07684334805182348,Bumps,Bumps
0,8,0,1220,0.3140017792725926,0.07066606892049154,0.03797334207701,0.24889454682893494,0.04030760854897839,0.08970619301434114,0.19845046133765135,Bumps,Bumps
0,8,0,1030,0.3052057627197943,0.07776304144098697,0.04747724505564462,0.27046320666716384,0.1018347283798787,0.09708578739743708,0.1001702283390944,Bumps,Bumps
0,8,0,1129,0.2034081608419291,0.07862023786023006,0.23357640083671835,0.18222537880337808,0.08860292814576953,0.15334945864167204,0.06021743487030265,K_Scratch,Bumps
0,8,0,891,0.37629807645119084,0.0707260367087266,0.020792271065264895,0.25449971348336836,0.10187066891473885,0.0924217461788886,0.083391487197822,Bumps,Bumps
0,8,0,943,0.4310910267962347,0.06918434752995062,0.028989715737763617,0.20443454488790644,0.09092325138736415,0.11347326795719642,0.06190384570358422,Bumps,Bumps
0,8,0,1225,0.23551056749601115,0.10243019564246254,0.0627847853968786,0.3128818517289688,0.04683240277015258,0.07320486221009367,0.16635533475543265,Other_Faults,Bumps
0,8,0,909,0.4163055172670077,0.05465737254092289,0.03405489919690331,0.22334982007839224,0.11855973041423976,0.08743478960160334,0.0656378709009307,Bumps,Bumps
0,8,0,1246,0.29743291037311537,0.09920108182450438,0.12590411721906616,0.17983719912622692,0.10105310190774007,0.14991887119751476,0.04665271835183221,Bumps,Bumps
0,8,0,974,0.13070306586115366,0.1431786952750082,0.05126308843015367,0.20456335882112603,0.25232096397747683,0.12968857602846443,0.0882822516066172,Pastry,Bumps
0,8,0,896,0.3602132924249551,0.06838454924614659,0.025801750449521356,0.26995766758155537,0.1066046616023713,0.09203452881074647,0.07700354988470376,Bumps,Bumps
0,8,0,967,0.22516971010173414,0.11475707824604918,0.08123670960161448,0.24345131773872075,0.11462352405374543,0.14668027784122623,0.07408138241690974,Other_Faults,Bumps
0,8,0,1197,0.22137094667544704,0.08091435932899835,0.03066930378679277,0.3023545906894766,0.03640906032653692,0.12404544445796306,0.2042362947347852,Other_Faults,Bumps
0,8,0,1112,0.06946268454856556,0.07762429846518336,0.1955436103987886,0.34108498758915884,0.04949638132762984,0.13806799204042083,0.12872004563025288,Other_Faults,Bumps
0,8,0,1067,0.3457855082390359,0.07682836533152095,0.03193923631942042,0.32050181502486574,0.06972767160900976,0.08040668335405152,0.07481072012209554,Bumps,Bumps
0,8,0,1075,0.32804473098219544,0.110566174675988,0.10548289846809247,0.12929891888748546,0.16262285235230264,0.10822865788630902,0.055755766747626896,Bumps,Bumps
0,8,0,1256,0.24793289948882474,0.08800512638828671,0.024985483194143565,0.208069467045879,0.11984495947301897,0.07081785293942529,0.2403442114704219,Bumps,Bumps
0,8,0,1265,0.19294270165438582,0.1168377443435956,0.00712424825966872,0.36556458495900207,0.10604240032730285,0.050462526459564436,0.16102579399648054,Other_Faults,Bumps
0,8,0,1107,0.13765467250564897,0.07795613070421645,0.05323036644586795,0.4371692226903395,0.05260367915711785,0.18979628896569398,0.05158963953111528,Other_Faults,Bumps
0,8,0,1162,0.3508984878089061,0.06457650715320454,0.0734144492781064,0.1979428558724521,0.1360014016022199,0.05465014795472027,0.12251615033039066,Bumps,Bumps
0,8,0,1056,0.3130238189356061,0.05354845088006712,0.10105500364600414,0.16885079295172178,0.10682073975060077,0.06093810409700238,0.19576308973899764,Bumps,Bumps
0,8,0,1234,0.13750057647151379,0.07991706278759951,0.11798471150265846,0.3571610601067998,0.04289090619374568,0.066881894073366,0.19766378886431668,Other_Faults,Bumps
0,8,0,929,0.3099041222906958,0.048947709542214404,0.11056228759906647,0.18902562811237444,0.10828533038563261,0.06073638620300755,0.17253853586700865,Bumps,Bumps
0,8,0,1200,0.1643262151901826,0.07533688723225318,0.06078866197666013,0.3339351084562558,0.02585260098048766,0.09735961184760329,0.24240091431655736,Other_Faults,Bumps
0,8,0,1751,0.12689485472778209,0.10019478774153841,0.05854953783991803,0.1738677186046769,0.12275961081384669,0.034219067859886626,0.38351442241235123,Z_Scratch,Other_Faults
0,8,0,1857,0.168814429916162,0.06614146584524865,0.12053708271920491,0.2518154589727307,0.168145224255777,0.11513985623205308,0.10940648205882374,Other_Faults,Other_Faults
0,8,0,1642,0.2590298427694016,0.1583625534750704,0.03604445460176502,0.18651997439262435,0.1822604806329293,0.12003727611501368,0.05774541801319565,Bumps,Other_Faults
0,8,0,1542,0.11309027703432804,0.1206386058458472,0.10440185847417262,0.3630895907017434,0.07564866129116467,0.1822856938285435,0.04084531282420048,Other_Faults,Other_Faults
0,8,0,1566,0.24538453169164032,0.09322181932332241,0.026262360969412882,0.31290338229578324,0.11170642627113742,0.05350116189047354,0.15702031755823007,Other_Faults,Other_Faults
0,8,0,1514,0.2078659221782994,0.1844706460601407,0.03633335687342212,0.16102711332543768,0.2845512909577998,0.07267242535530127,0.05307924524959903,Pastry,Other_Faults
0,8,0,1463,0.24333794967156747,0.05825899291913423,0.30278849792205687,0.12917513419424329,0.11140232512481103,0.10385952876089678,0.05117757140729016,K_Scratch,Other_Faults
0,8,0,1916,0.13470326823919782,0.09256063049424117,0.09804975018974878,0.35243444887909325,0.038661904070433566,0.20653906624887602,0.07705093187840924,Other_Faults,Other_Faults
0,8,0,1676,0.29296198944552254,0.054915381075111125,0.04591718491695871,0.2440076651499074,0.0532279659597882,0.05160197477513706,0.257367838677575,Bumps,Other_Faults
0,8,0,1805,0.1371018510061731,0.07123154277211875,0.007365711823455612,0.5048786756743359,0.03359231260750501,0.09285532640559896,0.15297457971081274,Other_Faults,Other_Faults
0,8,0,1345,0.18663969915173748,0.07511360335964275,0.07563606756637291,0.30610454035017204,0.1259103315329647,0.15805122610850736,0.07254453193060278,Other_Faults,Other_Faults
0,8,0,1725,0.1376819533648057,0.10443906440910194,0.06937789467441718,0.2684805549107841,0.21257077654367382,0.1309967127863653,0.07645304331085183,Other_Faults,Other_Faults
0,8,0,1555,0.07793827462672819,0.18073450400123223,0.037540013300334574,0.20034823421179768,0.298312567078151,0.1077369524238053,0.09738945435795106,Pastry,Other_Faults
0,8,0,1465,0.3033170234902191,0.05939399533099158,0.08563078830048128,0.253617676801873,0.12148934358068764,0.15346162560630508,0.02308954688944217,Bumps,Other_Faults
0,8,0,1553,0.08246525118366299,0.16489547998336784,0.04086022848347714,0.24620602670173486,0.25101955617828475,0.1116828206524131,0.10287063681705938,Pastry,Other_Faults
0,8,0,1710,0.06679377025525221,0.15861596858464372,0.03584268797000393,0.4953108006851032,0.12661790223041497,0.05151269942394319,0.06530617085063878,Other_Faults,Other_Faults
0,8,0,1370,0.1672516865664042,0.08811542375044537,0.03176963413643032,0.36607217464018127,0.06216510956320092,0.13001227420345923,0.15461369713987863,Other_Faults,Other_Faults
0,8,0,1434,0.3455518461752398,0.06584124592080776,0.029180783145274437,0.3088419817260347,0.10722684058367324,0.09567008382848463,0.04768721862048531,Bumps,Other_Faults
0,8,0,1554,0.09250214510216337,0.15878121133972617,0.04225109895452385,0.23253829176349072,0.2529637142350769,0.11710053946422637,0.10386299914079257,Pastry,Other_Faults
0,8,0,1907,0.0491469807510358,0.07805144291541785,0.20271017926099696,0.33068547461519693,0.04440172689104486,0.16329621702682595,0.13170797853948157,Other_Faults,Other_Faults
0,8,0,1406,0.3528092123971094,0.06227678466552602,0.027165407276446205,0.2591217566478332,0.11178559420697919,0.10455907958025032,0.08228216522585573,Bumps,Other_Faults
0,8,0,1600,0.12062976398461986,0.11168224859668184,0.07780754301498616,0.3557051088213299,0.11755150140291552,0.10428253953031756,0.11234129464914928,Other_Faults,Other_Faults
0,8,0,1591,0.25350464065323425,0.12604170885591093,0.08198685025037696,0.19600061791819975,0.20154752918653443,0.1030535554745096,0.03786509766123399,Bumps,Other_Faults
0,8,0,1415,0.28638259125985366,0.05184040008988487,0.07948207230368165,0.2614193122679376,0.08844071213411363,0.10448550534268722,0.12794940660184145,Bumps,Other_Faults
0,8,0,1541,0.16982919004121502,0.07358675892517702,0.23207989708816604,0.17138887331722172,0.12669594059920422,0.098341381953904,0.12807795807511207,K_Scratch,Other_Faults
0,8,0,1432,0.4708936823245922,0.059302241463257695,0.07486758804128596,0.15387340011583836,0.10936429625110557,0.07175531959408657,0.059943472209833655,Bumps,Other_Faults
0,8,0,1392,0.05992258846904919,0.08620858090775277,0.1616092600020415,0.39832768919121725,0.046759255010712195,0.16515934154762382,0.08201328487160321,Other_Faults,Other_Faults
0,8,0,1288,0.11444798832108789,0.08237617208210886,0.18455540142043622,0.23603571564094497,0.10261378032683663,0.1093256307944385,0.17064531141414702,Other_Faults,Other_Faults
0,8,0,1678,0.26530584607650265,0.05592828771907737,0.06533032046182291,0.22137316624942985,0.07389493376415585,0.10260696284970836,0.21556048287930302,Bumps,Other_Faults
0,8,0,1399,0.14293909257710136,0.10258442159773401,0.2568945747075688,0.34046800253639414,0.0640146710868313,0.05219055852962041,0.04090867896474983,Other_Faults,Other_Faults
0,8,0,1747,0.2398459732676159,0.07480141900929708,0.03241881271172422,0.4472624719432667,0.04869765706218816,0.07867049821071453,0.07830316779519347,Other_Faults,Other_Faults
0,8,0,1461,0.173913213270771,0.10796702802434321,0.12185375252339777,0.21740846884287032,0.17493695776425774,0.12026255644259704,0.08365802313176286,Other_Faults,Other_Faults
0,8,0,1762,0.05976068915280931,0.12356596743534583,0.12008241691648931,0.3282676359068194,0.14667824444086228,0.0622390769625071,0.15940596918516686,Other_Faults,Other_Faults
0,8,0,1459,0.22939126146418526,0.06307019723630738,0.09941292361536233,0.29977504646050634,0.13146753444319614,0.12660709022373406,0.05027594655670849,Other_Faults,Other_Faults
0,8,0,1635,0.38259763264164937,0.058548338894619016,0.03583111608338831,0.22660741960151784,0.13900124603334055,0.06977414609273906,0.08764010065274584,Bumps,Other_Faults
0,8,0,1540,0.13156815130748223,0.12113780841647317,0.11404297269987286,0.35875375291243244,0.060975205630502426,0.17061931294200935,0.04290279609122758,Other_Faults,Other_Faults
0,8,0,1451,0.2526254675160411,0.06288891423393403,0.08022441789427812,0.20544711560843298,0.13057309463213784,0.07839058486488361,0.18985040525029231,Bumps,Other_Faults
0,8,0,1928,0.12215128956291728,0.0633329681707991,0.11801669011158285,0.4458597790312852,0.07030921698714682,0.12512463162599777,0.05520542451027085,Other_Faults,Other_Faults
0,8,0,1692,0.03408605481933333,0.11500443131698057,0.0835704300069301,0.38920499386221497,0.14619007854329125,0.04267388283786088,0.18927012861338888,Other_Faults,Other_Faults
0,8,0,1705,0.074235010506607,0.13131642824349088,0.05501907965900529,0.4875724335718434,0.11026361145760172,0.054393309476886184,0.0872001270845656,Other_Faults,Other_Faults
0,8,0,1720,0.19240142404798669,0.06498435007096223,0.2178232434921989,0.24304540583397052,0.07518959370724915,0.14455910012577233,0.06199688272186035,Other_Faults,Other_Faults
0,8,0,1834,0.05927977597924627,0.08337128139469695,0.07120830094551416,0.48116597994718197,0.06659819470923438,0.13828335754946336,0.100093109474663,Other_Faults,Other_Faults
0,8,0,1416,0.3056051902823937,0.07278736190868075,0.016533238423646224,0.33583574166323527,0.07910199901686425,0.12304532531491255,0.0670911433902673,Other_Faults,Other_Faults
0,8,0,1820,0.13976207817825484,0.1399911095134171,0.02279019935253434,0.3492466758668229,0.21514963847879562,0.09830238476226504,0.03475791384791014,Other_Faults,Other_Faults
0,8,0,1768,0.19572881794813715,0.10112305167752689,0.14748340223536086,0.2879427608887776,0.06345980423617237,0.1124467816780731,0.09181538133595196,Other_Faults,Other_Faults
0,8,0,1654,0.17642257030389488,0.07411842494294221,0.06678374024438649,0.4053906187751311,0.0679393610068169,0.15616786831703497,0.05317741640979345,Other_Faults,Other_Faults
0,8,0,1792,0.35416956444288955,0.06538794307769959,0.048597342430759485,0.21666647213249707,0.06902555302640187,0.10263980631421135,0.14351331857554106,Bumps,Other_Faults
0,8,0,1749,0.18364533353515325,0.07132802838188183,0.2917896057893786,0.2818683147031421,0.025754329035234245,0.06709483070001425,0.07851955785519574,K_Scratch,Other_Faults
0,8,0,1632,0.23081333092395845,0.08393409462956626,0.02499653290231348,0.4191895771410509,0.082293338716018,0.10104461115696305,0.057728514530129935,Other_Faults,Other_Faults
0,8,0,1860,0.41697092268939323,0.054154933358514026,0.028226236302468812,0.17804313885343875,0.17803104608386436,0.06976353002785499,0.07481019268446591,Bumps,Other_Faults
0,8,0,1335,0.11625745044417132,0.13426937942574282,0.10882766464784518,0.2517853236241254,0.15709173951732772,0.09708421695551764,0.13468422538526997,Other_Faults,Other_Faults
0,8,0,1546,0.2735645379898294,0.0773984947417002,0.15231195898795352,0.19161968573675744,0.1012453933097967,0.14215347953871801,0.06170644969524481,Bumps,Other_Faults
0,8,0,1626,0.38750267823615475,0.06785716696691332,0.03875919901716222,0.2118208204307312,0.10692146815809281,0.08378541151268164,0.10335325567826419,Bumps,Other_Faults
0,8,0,1391,0.06022928391592508,0.08464495223173328,0.22266067128863368,0.37907487718945315,0.05053449461062987,0.1363373200669608,0.06651840069666415,Other_Faults,Other_Faults
0,8,0,1853,0.30769793358169334,0.06189890102432583,0.011105401836265908,0.2321471709332022,0.2344250892065085,0.0735734828281609,0.07915202058984341,Bumps,Other_Faults
0,8,0,1609,0.30903428055254045,0.10308112670142025,0.021436950372464545,0.2323338588964693,0.20121558696205175,0.052309192050276274,0.08058900446477743,Bumps,Other_Faults
0,8,0,1298,0.06501599701893489,0.0802269195991009,0.06713224989772834,0.41763394557139427,0.2616301557899571,0.05959748604225209,0.048763246080632365,Other_Faults,Other_Faults
0,8,0,1870,0.215545347114156,0.08399461148676593,0.13434162888029755,0.3326905803226624,0.14581117308756752,0.07010585304262165,0.017510806065929137,Other_Faults,Other_Faults
0,8,0,1374,0.22749427592026675,0.08502912617161713,0.020948739923711497,0.27231855314998776,0.055599638953398804,0.1365697842218293,0.2020398816591887,Other_Faults,Other_Faults
0,8,0,1393,0.1257472515825429,0.10633559514602021,0.11617762325884547,0.3394861993537124,0.0715171843374109,0.18298591720725768,0.05775022911421045,Other_Faults,Other_Faults
0,8,0,1661,0.34313184761441534,0.05566164122937969,0.09007045080164931,0.2006128488185454,0.09970700277641617,0.09682833687642634,0.11398787188316768,Bumps,Other_Faults
0,8,0,1292,0.08025304117121648,0.06547764137200185,0.0490949102703897,0.44464797143543067,0.20638664052214484,0.08525571062950738,0.06888408459930925,Other_Faults,Other_Faults
0,8,0,1456,0.2208806779265287,0.07539688429813647,0.10641143664322421,0.3095972410288952,0.08424995513055392,0.15236610360237454,0.051097701370286956,Other_Faults,Other_Faults
0,8,0,1771,0.18081326879519888,0.08180290884720819,0.1781545193095734,0.31025195918757686,0.03218592074991275,0.13972526301496463,0.07706616009556524,Other_Faults,Other_Faults
0,8,0,1886,0.2779064688742992,0.058444855256021604,0.0057833615100813885,0.34475990006298274,0.11939918336020451,0.07935096603266005,0.11435526490375053,Other_Faults,Other_Faults
0,8,0,1742,0.21257742777687955,0.0917435601644349,0.17297884183061005,0.29372924179154325,0.09489894740295875,0.07780601880916639,0.056265962224407176,Other_Faults,Other_Faults
0,8,0,1787,0.18566637109293407,0.07983859437265912,0.1934602009253934,0.2223813960385297,0.07499827555133098,0.15298485397995137,0.09067030803920138,Other_Faults,Other_Faults
0,8,0,853,0.09761894649275932,0.1998277197133248,0.0659678998377512,0.29112860225362786,0.2026507851063214,0.05962959942637301,0.08317644716984253,Other_Faults,Dirtiness
0,8,0,842,0.10708567097337228,0.18965899173152104,0.04754607468219535,0.292643729507524,0.20845858028501868,0.06892489421866911,0.08568205860169946,Other_Faults,Dirtiness
0,8,0,865,0.2004761334360485,0.11018037539622137,0.050785354620336814,0.3188972715116049,0.10113097391913835,0.14221539762820273,0.07631449348844732,Other_Faults,Dirtiness
0,8,0,822,0.07974656616207251,0.17703386752264544,0.044568206608767,0.22892620052793672,0.268520120551915,0.0971036651978378,0.10410137342882558,Pastry,Dirtiness
0,8,0,841,0.10960154839903637,0.1897885340196142,0.05492921454931991,0.283668155438345,0.21368573825524306,0.06487948462990009,0.0834473247085413,Other_Faults,Dirtiness
0,8,0,820,0.0903714824323327,0.166286348877807,0.0469809809982427,0.24565923842640355,0.23447710688295828,0.10498251088236636,0.11124233149988942,Other_Faults,Dirtiness
0,8,0,505,0.06056857950147367,0.06415664879568109,0.5559313282191791,0.12230261886934582,0.07648362880718047,0.0606930456435585,0.059864150163581216,K_Scratch,K_Scratch
0,8,0,508,0.0627022335955307,0.06629117484742995,0.5552918100682039,0.11629862622206914,0.06902112810044886,0.062022614678008,0.06837241248830954,K_Scratch,K_Scratch
0,8,0,585,0.08367226331368133,0.06242255110666873,0.42428885510422176,0.19850676135027107,0.03532226564478287,0.04948376103974703,0.14630354244062707,K_Scratch,K_Scratch
0,8,0,566,0.05715720130268775,0.059854534327436565,0.5561887957539244,0.10982873688906858,0.05781432071368877,0.06888178538408005,0.09027462562911381,K_Scratch,K_Scratch
0,8,0,571,0.059487500541073025,0.06592695811913991,0.22721520834546366,0.3396608291400273,0.042324908062150744,0.14493730136584929,0.12044729442629616,Other_Faults,K_Scratch
0,8,0,503,0.0706518260435905,0.06365459743084453,0.6153556944496505,0.06651929241558224,0.05652829025575334,0.04292539781198533,0.08436490159259337,K_Scratch,K_Scratch
0,8,0,488,0.07210503355046552,0.06265724619405287,0.627351340372885,0.052916092625853374,0.06560151376144344,0.04313393194907489,0.076234841546225,K_Scratch,K_Scratch
0,8,0,385,0.26150490424361766,0.05274544541748261,0.2758029417599694,0.11621942939290855,0.09060657568213605,0.14941311423132486,0.05370758927256067,K_Scratch,K_Scratch
0,8,0,426,0.053213079812143,0.06208398571390445,0.6604588996109444,0.03374564861824633,0.057375556631252995,0.06562905047252657,0.06749377914098231,K_Scratch,K_Scratch
0,8,0,356,0.1104905061605961,0.09549195213277217,0.2199191935617027,0.31718256002699863,0.038978073856355155,0.18307260420148122,0.03486511006009406,Other_Faults,K_Scratch
0,8,0,581,0.05383900298031263,0.05864936940284875,0.5697894010193102,0.10891265477178096,0.0701810328016497,0.06654267946495339,0.07208585955914433,K_Scratch,K_Scratch
0,8,0,551,0.057392167645306864,0.05907465261476537,0.5058580996757841,0.15086775577971986,0.06146004476922011,0.07439140902956583,0.09095587048563768,K_Scratch,K_Scratch
0,8,0,724,0.03192639319836587,0.06505802437214486,0.6411312999867151,0.052842843211937975,0.05374328939853803,0.06476071121848843,0.09053743861380961,K_Scratch,K_Scratch
0,8,0,598,0.054548765475876095,0.059489422759424364,0.5575759663927148,0.11639171843856815,0.06129314758289634,0.06922863653578731,0.08147234281473306,K_Scratch,K_Scratch
0,8,0,624,0.053863411321000344,0.06343556392162014,0.56765095381548,0.10811223043485234,0.0659859731231546,0.06635994796768785,0.0745919194162047,K_Scratch,K_Scratch
0,8,0,439,0.05884175806898786,0.061553931144415076,0.6507275343501453,0.041988863000950526,0.06275430966423902,0.0483035680824275,0.07583003568883487,K_Scratch,K_Scratch
0,8,0,660,0.056010926630456356,0.06560142945773632,0.5650727564638368,0.10640547596023182,0.0644321248676234,0.0650151356391465,0.07746215098096865,K_Scratch,K_Scratch
0,8,0,453,0.059331960427741574,0.06071065731869247,0.633667120816662,0.056501252554661464,0.05028070950966655,0.06324721812991152,0.07626108124266433,K_Scratch,K_Scratch
0,8,0,708,0.06658485248857209,0.07479558795491062,0.5511717687764692,0.11105926388412539,0.07517486386625177,0.05895985573864384,0.06225380729102698,K_Scratch,K_Scratch
0,8,0,459,0.0796988647331957,0.058542436895719786,0.6332891564940418,0.043900641817908724,0.07055946558529085,0.045032379151734955,0.06897705532210825,K_Scratch,K_Scratch
0,8,0,682,0.05535884406083743,0.07088012361051739,0.5620868943636008,0.11027600506977775,0.06049100103911067,0.06244817641218555,0.0784589554439706,K_Scratch,K_Scratch
0,8,0,623,0.049054998046623076,0.06440387106321924,0.5649782534597108,0.11843446634279073,0.062029164044631574,0.06490892328813516,0.07619032375488953,K_Scratch,K_Scratch
0,8,0,637,0.05196847744837102,0.06821921762470962,0.5653031132712381,0.10747489488774593,0.06840325086466315,0.06306183204101017,0.07556921386226195,K_Scratch,K_Scratch
0,8,0,413,0.049114272000167915,0.0614431127960187,0.6769062403574531,0.025070649502495046,0.057181965253463654,0.06872712305046415,0.06155663703993751,K_Scratch,K_Scratch
0,8,0,693,0.055676812925345306,0.07015030427651675,0.5543129300863218,0.11419872015020842,0.06678317475723823,0.06296572484747642,0.07591233295689322,K_Scratch,K_Scratch
0,8,0,395,0.017572507300849943,0.06758357049957942,0.6935414921832298,0.033108210207692425,0.043113573370772366,0.09010090087840629,0.05497974555946966,K_Scratch,K_Scratch
0,8,0,729,0.0897830257970226,0.05891924125566281,0.4304951748196413,0.22389839612719148,0.08712368836746495,0.0634652138648124,0.04631525976820452,K_Scratch,K_Scratch
0,8,0,580,0.054592862420528424,0.05820610368166072,0.5579242682933868,0.11675699884870344,0.06060844613920396,0.06780382480511525,0.0841074958114015,K_Scratch,K_Scratch
0,8,0,586,0.05328107694162774,0.057531273693425984,0.5547290832854039,0.12423649795590626,0.059934142127803895,0.06903531665819745,0.08125260933763485,K_Scratch,K_Scratch
0,8,0,621,0.12374200693024437,0.08534852492230904,0.07033158697985177,0.194310561288351,0.12196158005954501,0.3123825061497432,0.09192323366995567,Stains,K_Scratch
0,8,0,632,0.08757946963225897,0.07361427138389638,0.4106217848089908,0.1872865418916043,0.04123697982801,0.07318129754317038,0.12647965491206914,K_Scratch,K_Scratch
0,8,0,430,0.057063375150827024,0.06268461855637475,0.66103893175587,0.03131454639968547,0.06183158478526839,0.06387198486195148,0.06219495849002288,K_Scratch,K_Scratch
0,8,0,631,0.06032137935404881,0.06050792430217445,0.559833676356071,0.11077133834622072,0.06549568209004566,0.06878341806885198,0.07428658148258734,K_Scratch,K_Scratch
0,8,0,685,0.0561405279557515,0.06695063981204669,0.5597400327963146,0.11523972125269742,0.06655832844528721,0.06421034036307453,0.07116040937482807,K_Scratch,K_Scratch
0,8,0,381,0.24032750546538342,0.08477972505168023,0.2030944841303415,0.2001677338943207,0.06910078681239586,0.1701573048003851,0.0323724598454932,Bumps,K_Scratch
0,8,0,362,0.08170031027586641,0.09756237102774049,0.19811036303361293,0.2811035376019597,0.10899159693207291,0.1406396789885398,0.09189214214020774,Other_Faults,K_Scratch
0,8,0,633,0.05440900930310946,0.06503820960039759,0.5598616608163948,0.11022489563372918,0.06369847217097355,0.06638309560947679,0.08038465686591868,K_Scratch,K_Scratch
0,8,0,526,0.08063308656354595,0.06433727795448509,0.5788552193332811,0.08477825013272315,0.05911433735834524,0.04134418225427449,0.09093764640334503,K_Scratch,K_Scratch
0,8,0,669,0.05250752018381419,0.06971987393928072,0.562555843050355,0.11279317308194713,0.0671313988989186,0.061799804198146235,0.07349238664753799,K_Scratch,K_Scratch
0,8,0,19,0.12562308659151303,0.08119132126229187,0.03966828645644771,0.45832717452222504,0.21361510732734454,0.06746144795400859,0.01411357588616925,Other_Faults,Pastry
0,8,0,118,0.1882867431731982,0.10087122760988604,0.04611693645128471,0.33733817794771565,0.19969116149948155,0.10329423480414095,0.02440151851429284,Other_Faults,Pastry
0,8,0,96,0.15343551622043378,0.1291651975998206,0.033467691215918256,0.3301564258327929,0.22910943257534352,0.0933670107571661,0.03129872579852488,Other_Faults,Pastry
0,8,0,30,0.1572459079318215,0.1431299418719256,0.06858323311992393,0.22819307725220989,0.23275599479822895,0.11143897300134302,0.058652872024547026,Pastry,Pastry
0,8,0,105,0.15837262433773494,0.07845552494942218,0.10601798282612995,0.29829519561742396,0.2016063720335225,0.09979736895604675,0.05745493127971965,Other_Faults,Pastry
0,8,0,134,0.283293776829803,0.11300371948590406,0.012517033929625457,0.250049697268336,0.18686958567947065,0.060870349323547505,0.09339583748331327,Bumps,Pastry
0,8,0,37,0.05978387890724961,0.13341541831482548,0.10669205496757482,0.2352425736916865,0.2056275740859581,0.08284900384011473,0.17638949619259092,Other_Faults,Pastry
0,8,0,31,0.09832166097473767,0.10242119307256174,0.16863474837670042,0.16940847603706954,0.2538284057666928,0.07865973808831214,0.12872577768392562,Pastry,Pastry
0,8,0,10,0.0890408973996788,0.0723202292423155,0.12802025586310772,0.3566984916920181,0.2670003866560048,0.05392323869831159,0.03299650044856337,Other_Faults,Pastry
0,8,0,14,0.11469020949971859,0.09715564255373431,0.09655645278667277,0.32190857197262945,0.29164340577469333,0.0509061968183781,0.02713952059417348,Other_Faults,Pastry
0,8,0,78,0.05671809377093203,0.1485277038384025,0.24510883900658392,0.1150172498401963,0.2621949121615416,0.043081513955168224,0.12935168742717532,Pastry,Pastry
0,8,0,62,0.34697953027094847,0.08537276400934987,0.027924023943060313,0.20352826484125222,0.08240844492438412,0.08551628876733619,0.16827068324366884,Bumps,Pastry
0,8,0,121,0.14336202925907027,0.11248788718178288,0.04210884065477692,0.3571115844240133,0.2532041136861372,0.06358465029549072,0.028140894498728822,Other_Faults,Pastry
0,8,0,5,0.10573332186388754,0.13222250956271786,0.12031764153909145,0.2112264147772732,0.23825774154940688,0.08481120160324658,0.10743116910437646,Pastry,Pastry
0,8,0,57,0.2469140279114016,0.09880000568380534,0.013046632325878894,0.31745719291196417,0.16105052305441145,0.05202736308878168,0.11070425502375687,Other_Faults,Pastry
0,8,0,12,0.07013477272996646,0.0781572815671073,0.1406983787821944,0.3740885827568716,0.24913724083705935,0.04986734835344908,0.037916394973351704,Other_Faults,Pastry
0,8,0,219,0.11239768172198962,0.12284426652586873,0.04979502945993528,0.18066664724768158,0.13510393255831823,0.038155710422061326,0.3610367320641453,Z_Scratch,Z_Scratch
0,8,0,232,0.22532236009068932,0.06518801960552385,0.05866490510627003,0.18744083720987686,0.03916821483053106,0.10158172545591608,0.3226339377011928,Z_Scratch,Z_Scratch
0,8,0,167,0.10285875148695328,0.10111797517281995,0.045515660515210304,0.1854246210292452,0.1235015538248092,0.04325248208501128,0.3983289558859508,Z_Scratch,Z_Scratch
0,8,0,166,0.1479969195300894,0.06153846972509174,0.10959334544431001,0.21010300314724767,0.039061514754325274,0.04730492219853214,0.3844018252004037,Z_Scratch,Z_Scratch
0,8,0,172,0.16407288240141216,0.06359090302627371,0.04428096859544517,0.15743174543737234,0.0949722533949858,0.08138617855131933,0.39426506859319155,Z_Scratch,Z_Scratch
0,8,0,283,0.23727575051156324,0.05502307046738358,0.05212321287704162,0.1572263760735789,0.045375197641374876,0.10795876463651492,0.34501762779254286,Z_Scratch,Z_Scratch
0,8,0,347,0.07409774931015574,0.1428562330061214,0.025844958147763962,0.4192364999757227,0.18403011946198292,0.07104565971229085,0.08288878038596244,Other_Faults,Z_Scratch
0,8,0,229,0.15552374768966024,0.06577619395534406,0.057236644671606565,0.15997829286169749,0.07691822855814498,0.053638184067908136,0.4309287081956386,Z_Scratch,Z_Scratch
0,8,0,247,0.16513758670215167,0.08306170323093795,0.07118330267277846,0.14706775325101046,0.1318499969082889,0.04535436683228239,0.35634529040255025,Z_Scratch,Z_Scratch
0,8,0,163,0.16459798828095581,0.05632946858784264,0.06653825439222415,0.22141888573440682,0.030920740754546108,0.12489574681496353,0.3352989154350609,Z_Scratch,Z_Scratch
0,8,0,158,0.3156320080187658,0.08569222911854946,0.03070513632708217,0.3523009047349903,0.0696646567143737,0.08233578289357779,0.06366928219266069,Other_Faults,Z_Scratch
0,8,0,178,0.132687054778966,0.07260839345429199,0.08193666977040458,0.2446698779977142,0.037156312658504435,0.10119928273161842,0.32974240860850035,Z_Scratch,Z_Scratch
0,8,0,181,0.2187951802239184,0.04966088450193831,0.04737065633984133,0.10341421470448263,0.09412309578315992,0.08300243634965389,0.4036335320970055,Z_Scratch,Z_Scratch
0,8,0,205,0.13433174159936578,0.09245006024373506,0.08089813187850879,0.22738791598081026,0.06540783294028871,0.03921934680788095,0.36030497054941024,Z_Scratch,Z_Scratch
0,8,0,237,0.15829942866550706,0.07603614253500501,0.027412918540979415,0.16242797037171566,0.10991826079295915,0.08189856371138814,0.3840067153824457,Z_Scratch,Z_Scratch
0,8,0,253,0.19644095300004524,0.0814866477423883,0.05942029729434335,0.29617820982631876,0.029408684747361,0.09049160534378814,0.2465736020457551,Other_Faults,Z_Scratch
0,8,0,246,0.23825459741742028,0.07063939960809511,0.06085757138851356,0.2594639158463152,0.028697823693576135,0.08812591256703597,0.25396077947904394,Other_Faults,Z_Scratch
0,8,0,269,0.17355060184752685,0.08374655708326398,0.12118791718182294,0.2871058950596224,0.023744190864148626,0.060327634279295286,0.2503372036843198,Other_Faults,Z_Scratch
0,8,0,312,0.20753659227495794,0.07605494487494549,0.11963621927192966,0.14169164664604147,0.09630971262960188,0.055595146334010505,0.30317573796851316,Z_Scratch,Z_Scratch
0,8,0,795,0.11976726830311989,0.09431677796151533,0.0662526549394559,0.32409419090545755,0.08216279357616721,0.2529350104239396,0.06047130389034452,Other_Faults,Stains
0,8,0,788,0.162752287252517,0.06982331200146255,0.07355255835009317,0.27472388047383295,0.07361975868359244,0.2186950488813025,0.1268331543571995,Other_Faults,Stains
0,8,0,746,0.16585063116130924,0.10071347107542025,0.03469341867334678,0.3010807650162511,0.09902272030080707,0.21930313902884171,0.07933585474402392,Other_Faults,Stains
0,8,0,754,0.2728684818687045,0.07782087182176255,0.11179340720779776,0.20003988066911021,0.0689993177097145,0.19762788465618703,0.07085015606672343,Bumps,Stains
0,8,0,772,0.15561340948929556,0.08522504172195812,0.07163473702361847,0.3249853578363909,0.0429290834412629,0.2379871551189832,0.08162521536849075,Other_Faults,Stains
0,8,0,810,0.16332985773677614,0.09591375246196651,0.06971354620663185,0.27648968434122806,0.07504066594148366,0.24615356627064613,0.07335892704126766,Other_Faults,Stains
0,8,0,797,0.18344204828870203,0.09176109115815971,0.05420856540665457,0.2683916548006311,0.06848968686870505,0.2816767842537331,0.05203016922341436,Stains,Stains
0,9,0,1106,0.10646837114216592,0.1429048786735829,0.02407743293991508,0.4267309196215372,0.1301344892750535,0.09076444232597258,0.07891946602177292,Other_Faults,Bumps
0,9,0,1070,0.2954249696288043,0.10020320081680872,0.02430691318885672,0.205216907875103,0.10125628476772246,0.08244636169085735,0.1911453620318474,Bumps,Bumps
0,9,0,1132,0.1567342508649165,0.08220089671457458,0.18985058507006614,0.1826683519168465,0.09156336614433189,0.1977416523289598,0.0992408969603046,Stains,Bumps
0,9,0,979,0.2921589642187723,0.1089430811403445,0.09537265496329582,0.15637890466456236,0.09198544188613197,0.1991342670200311,0.056026686106861956,Bumps,Bumps
0,9,0,1179,0.3814860821052412,0.05973007890117907,0.03917937479509952,0.24076857388483663,0.15656092093113866,0.06354131209268674,0.05873365728981799,Bumps,Bumps
0,9,0,1198,0.3252393945952007,0.06135710474742291,0.056264153485374946,0.20536754256607834,0.07539970622606351,0.07324647383923343,0.20312562454062616,Bumps,Bumps
0,9,0,1131,0.17738098738109886,0.1123588303088781,0.11793600548840667,0.20244734830566039,0.14057848129915929,0.1434965436086557,0.10580180360814079,Other_Faults,Bumps
0,9,0,1033,0.3962700362507348,0.06861916662050503,0.056005245165976186,0.19306766336458364,0.10068962469651177,0.09631640988774004,0.08903185401394856,Bumps,Bumps
0,9,0,1257,0.25343596544320146,0.10937521149436259,0.02453918643657548,0.19288030815088233,0.18907649868303616,0.06266077772680459,0.16803205206513738,Bumps,Bumps
0,9,0,1093,0.1977091569994038,0.10971506886372624,0.11187242312266127,0.24660057237110042,0.15597517405707542,0.11864193699164827,0.05948566759438449,Other_Faults,Bumps
0,9,0,1051,0.37264631020104133,0.057945654177427156,0.046329330695003675,0.23145891505690214,0.10982326321908129,0.09875421855740397,0.08304230809314037,Bumps,Bumps
0,9,0,1050,0.3744747728656734,0.05876024106306012,0.03322651966312607,0.2488587412939954,0.08976793006684083,0.10209268579964431,0.09281910924765989,Bumps,Bumps
0,9,0,925,0.3303888470137888,0.0584114781519613,0.08635705954280348,0.15806814002586275,0.12790386688341512,0.06961161208609806,0.16925899629607047,Bumps,Bumps
0,9,0,874,0.17547751546783472,0.12249913970879193,0.05791523488716615,0.2667099913595128,0.22081432087072655,0.10102740355100959,0.05555639415495828,Other_Faults,Bumps
0,9,0,894,0.373914739251169,0.06159480193536941,0.0492134158555318,0.23732416403998158,0.11038762009078511,0.11462700626511418,0.05293825256204885,Bumps,Bumps
0,9,0,1122,0.12115807929574697,0.13293672087120706,0.05221637077852435,0.30636291099212587,0.23072007663362165,0.08764224030112328,0.06896360112765083,Other_Faults,Bumps
0,9,0,916,0.3706624629583953,0.0781061632660441,0.028669618054919306,0.21691108006667437,0.19324368030325573,0.046071086140156634,0.06633590921055445,Bumps,Bumps
0,9,0,1137,0.10798353347790553,0.08589896619475136,0.19633202121360996,0.1344992540633271,0.16302339405937047,0.12183991491812941,0.19042291607290612,K_Scratch,Bumps
0,9,0,917,0.32339583891987933,0.09807692249585111,0.02384218753299551,0.23075009212205486,0.14421492308827827,0.0541487311529454,0.12557130468799546,Bumps,Bumps
0,9,0,1032,0.2673942310651924,0.0828834775755513,0.04216292946236776,0.22231748261320686,0.15208336629489735,0.052715163840358875,0.18044334914842547,Bumps,Bumps
0,9,0,1035,0.1447134387258921,0.05879543398029184,0.007599958056024293,0.5594778565527253,0.07279908079203848,0.09596871652406301,0.06064551536896494,Other_Faults,Bumps
0,9,0,962,0.4515867877629494,0.06965111019557782,0.033095188038374225,0.20611578917484907,0.09243914595382491,0.09674227385617509,0.05036970501824923,Bumps,Bumps
0,9,0,968,0.06199078899930936,0.1365512397685987,0.09310897432971076,0.1873618839025728,0.21215139765080934,0.11030487413025546,0.19853084121874354,Pastry,Bumps
0,9,0,954,0.35507516380111204,0.07697829961438955,0.01748022339174514,0.25828567861587104,0.14654119112433486,0.06441355705754578,0.08122588639500164,Bumps,Bumps
0,9,0,1214,0.30190136010759716,0.08880247044958994,0.03956607887895,0.2224306539761455,0.07268921104173715,0.10405364422031568,0.17055658132566454,Bumps,Bumps
0,9,0,999,0.3477569502920159,0.08359617753585291,0.031071723875938796,0.2988624674185085,0.0990973377966978,0.06138944187451369,0.07822590120647245,Bumps,Bumps
0,9,0,946,0.4277981336392821,0.06758782467552511,0.032026746411762626,0.2204305894115387,0.10500253947674243,0.08720062558349034,0.059953540801658614,Bumps,Bumps
0,9,0,1117,0.07869539819622365,0.07742051348338394,0.1254586122765527,0.41247368154678493,0.04325275640703997,0.16283313835308388,0.0998658997369309,Other_Faults,Bumps
0,9,0,998,0.3442192580357884,0.08147263673489318,0.029488655909229135,0.28424114776788967,0.13947276737085987,0.052135794459874034,0.06896973972146564,Bumps,Bumps
0,9,0,1108,0.14125755241464355,0.10472917460449957,0.042388962954655926,0.4035542256603358,0.13333864322961567,0.12743108374451734,0.047300357391732106,Other_Faults,Bumps
0,9,0,1157,0.2087212778298405,0.05750343589209685,0.12477831115994117,0.27552423937769355,0.09380712415087743,0.030759475249250472,0.20890613634029995,Other_Faults,Bumps
0,9,0,995,0.3102010022203829,0.08302906932364176,0.026785506187994235,0.36101874055473376,0.08271737784060679,0.09129121075173546,0.04495709312090515,Other_Faults,Bumps
0,9,0,1177,0.41674981036056163,0.06463836864038154,0.04362892677720905,0.2152699152623846,0.1228201282243485,0.07420826087857874,0.06268458985653605,Bumps,Bumps
0,9,0,1182,0.4477711079905264,0.06646217386079886,0.056336212446993196,0.18552751081995245,0.1134226899128906,0.07926568787596004,0.05121461709287845,Bumps,Bumps
0,9,0,1020,0.32815230488743874,0.06491600269242534,0.07269549282336628,0.1998779665955024,0.12307781739045812,0.05791255293767242,0.15336786267313654,Bumps,Bumps
0,9,0,1128,0.28138978317519286,0.07138327934208445,0.21002263868156526,0.16601899463489625,0.07144976412267119,0.1435417640648313,0.056193775978758784,Bumps,Bumps
0,9,0,1042,0.3628483402563542,0.06634610905838642,0.024279829370081416,0.27005977844044077,0.09413820092930138,0.12158821337802382,0.06073952856741198,Bumps,Bumps
0,9,0,1121,0.10159595909004594,0.13115147041894568,0.10046098955690337,0.229584485723821,0.23523009565890296,0.08384313322264954,0.11813386632873155,Pastry,Bumps
0,9,0,1094,0.16910198463897483,0.11684022873899677,0.09000211852661993,0.2504739600099454,0.11336276317061933,0.12279002449502485,0.13742892041981894,Other_Faults,Bumps
0,9,0,1004,0.3133940789711625,0.08358874280548857,0.018320809930472852,0.36326541630384623,0.05654535134958507,0.102864433765982,0.06202116687346276,Other_Faults,Bumps
0,9,0,1484,0.06924718634599415,0.08425481030843347,0.019963361902519326,0.5512107723576489,0.1621811763386987,0.05045113010449885,0.06269156264220647,Other_Faults,Other_Faults
0,9,0,1400,0.19782667213357238,0.08036225814733931,0.11871244609378097,0.2626030535396562,0.05563160652762992,0.18999034195013248,0.09487362160788883,Other_Faults,Other_Faults
0,9,0,1752,0.2533363856885928,0.05354072065458437,0.05610025875584677,0.14677501098720835,0.052451947243982285,0.12347288260857016,0.3143227940612154,Z_Scratch,Other_Faults
0,9,0,1668,0.09349827385205012,0.08561097941328032,0.5777904555704514,0.0963999300331429,0.041440465405114056,0.03157055429645934,0.07368934142950179,K_Scratch,Other_Faults
0,9,0,1326,0.15832225909918402,0.07719117107072286,0.17929123176987422,0.2620690245998696,0.04940467310228564,0.11981649202904752,0.1539051483290162,Other_Faults,Other_Faults
0,9,0,1767,0.1783904646138921,0.08153099669500583,0.12986454875413161,0.3246052652432184,0.04100737387362376,0.15343284744645694,0.09116850337367129,Other_Faults,Other_Faults
0,9,0,1339,0.11120772776950126,0.13733078169355,0.10340008629455827,0.2542409510839485,0.136937818668126,0.09072679956074371,0.16615583492957237,Other_Faults,Other_Faults
0,9,0,1439,0.37548645870570146,0.07405394130325552,0.0276924925914928,0.24248677312509676,0.13003346506130362,0.07641033145382636,0.07383653775932345,Bumps,Other_Faults
0,9,0,1660,0.2052888725169249,0.07765904506321626,0.1702448162159091,0.1863301281955163,0.11863567672529741,0.18060185164507067,0.06123960963806551,Bumps,Other_Faults
0,9,0,1342,0.17495831413331808,0.08847121550226365,0.06791475600709879,0.3874871806289859,0.10617868846993303,0.1182730668385755,0.05671677841982511,Other_Faults,Other_Faults
0,9,0,1420,0.2912923346747719,0.07470307195660793,0.16313502070027047,0.1668060469750713,0.08278332192720878,0.15600600223232355,0.06527420153374615,Bumps,Other_Faults
0,9,0,1893,0.21764207007270447,0.07930052951185584,0.03830079546665191,0.45324874979338103,0.08366863857988302,0.06852537751290877,0.0593138390626149,Other_Faults,Other_Faults
0,9,0,1574,0.10475261731878692,0.09585007850469689,0.05498593540282727,0.20972272163988234,0.21982385451719205,0.02451885931865945,0.29034593329795494,Z_Scratch,Other_Faults
0,9,0,1575,0.11050206173992673,0.08794372815373175,0.02726837068100842,0.2103145355915326,0.23721028925347404,0.02960249015583909,0.29715852442448737,Z_Scratch,Other_Faults
0,9,0,1736,0.13484513632467082,0.05920754560639841,0.22238637717143742,0.16680721321852274,0.12618925304076892,0.13224156383880104,0.15832291079940075,K_Scratch,Other_Faults
0,9,0,1667,0.2882513878330315,0.09623190815061161,0.012703162720525882,0.31655584698402656,0.08917793600381527,0.05647890150649007,0.14060085680149906,Other_Faults,Other_Faults
0,9,0,1776,0.1459209966290472,0.09590869432242767,0.12150936615413334,0.28745804740115566,0.06999260872957795,0.1861935890610435,0.09301669770261467,Other_Faults,Other_Faults
0,9,0,1939,0.11212195906910169,0.07102232496744255,0.29398157615399884,0.2043792439281373,0.039367944618254866,0.10310325458250272,0.17602369668056198,K_Scratch,Other_Faults
0,9,0,1464,0.4102931002476424,0.052112083008519446,0.07128510362750645,0.2181658040721472,0.09979315963088396,0.06824819046824647,0.08010255894505401,Bumps,Other_Faults
0,9,0,1495,0.07587771263928177,0.10225853997824953,0.010509203561321739,0.5391780332209472,0.2064833089652204,0.04497500738382542,0.02071819425115408,Other_Faults,Other_Faults
0,9,0,1679,0.0965564721025695,0.0839577249284992,0.15025400576765777,0.4635611758932923,0.0683775834232828,0.1013235102844249,0.03596952760027351,Other_Faults,Other_Faults
0,9,0,1837,0.06687743452641239,0.11006847477513235,0.13425231396825146,0.31889588231083366,0.11920500477910352,0.11003975545475744,0.14066113418550927,Other_Faults,Other_Faults
0,9,0,1398,0.17665410279356886,0.12456056227989193,0.1107834795106463,0.3227662961113764,0.15551267264736426,0.07068020740988283,0.03904267924726935,Other_Faults,Other_Faults
0,9,0,1596,0.0814205036855265,0.14121096997927318,0.03981141252207208,0.29094330686771197,0.2343488935295574,0.11111739667948425,0.10114751673637462,Other_Faults,Other_Faults
0,9,0,1810,0.08622814596735434,0.08842958559824271,0.09051519160027076,0.3755314561525001,0.08179590116895695,0.22782332607558012,0.049676393437095075,Other_Faults,Other_Faults
0,9,0,1348,0.1271464852690511,0.10671355638958761,0.0820386015601815,0.2729204629678315,0.2519315627273783,0.09008516040956786,0.06916417067640195,Other_Faults,Other_Faults
0,9,0,1868,0.19330170342477163,0.06659859256793887,0.18036300762059532,0.27738136807327296,0.15898542690757575,0.08484381223810389,0.038526089167741494,Other_Faults,Other_Faults
0,9,0,1804,0.23771667818158274,0.060084639546762186,0.011905875229564863,0.4255187362705009,0.06136934028603448,0.09647624382444406,0.10692848666111084,Other_Faults,Other_Faults
0,9,0,1724,0.11651739239089186,0.06804430620590958,0.22514108707906022,0.19919520537083663,0.1251153031549898,0.10874903552471794,0.15723767027359406,K_Scratch,Other_Faults
0,9,0,1614,0.23788921310954864,0.07943871515391852,0.10379243868859073,0.23964755934856286,0.03323826726413455,0.07921608811485312,0.22677771832039156,Other_Faults,Other_Faults
0,9,0,1437,0.32437991163334984,0.07288314595499767,0.033323391091956804,0.36547806588530707,0.06357986918308804,0.07660588850333198,0.06374972774796873,Other_Faults,Other_Faults
0,9,0,1625,0.3178343562652119,0.046246575375966964,0.07329990230014585,0.20307797105334893,0.07399506901803,0.08249109177598925,0.20305503421130705,Bumps,Other_Faults
0,9,0,1910,0.10415071284309363,0.07625867463378544,0.12960986125793098,0.31813187924510156,0.03743885315829944,0.20275413085302238,0.13165588800876654,Other_Faults,Other_Faults
0,9,0,1384,0.07929904198507386,0.08728950482711492,0.1974551681478543,0.4078258491027804,0.04392600178241209,0.12314013442071628,0.06106429973404808,Other_Faults,Other_Faults
0,9,0,1865,0.13034691966047338,0.06221489843427974,0.1408703111606014,0.39189425877541234,0.10464782545209451,0.08506061039855593,0.08496517611858273,Other_Faults,Other_Faults
0,9,0,1453,0.2650268623014087,0.09603696941303412,0.1021406385319765,0.251488664341281,0.2108787226924485,0.057059062288519626,0.017369080431331778,Bumps,Other_Faults
0,9,0,1602,0.09288554204010756,0.06644984312022043,0.06546896711515116,0.6165571613341246,0.08127042256217706,0.05995721765303757,0.01741084617518149,Other_Faults,Other_Faults
0,9,0,1462,0.2416240177904486,0.1060482088341044,0.18395293446271652,0.1776429157633205,0.13681724149705052,0.09204039062471012,0.06187429102764916,Bumps,Other_Faults
0,9,0,1734,0.09693945618387788,0.07573461392609922,0.17022305475477875,0.21405514433383097,0.14343863697214304,0.12396822200601215,0.1756408718232578,Other_Faults,Other_Faults
0,9,0,1336,0.09739530969219273,0.1624494609705345,0.06907505983089336,0.19761914831797012,0.2190889231455818,0.09364438934037655,0.16072770870245082,Pastry,Other_Faults
0,9,0,1806,0.1509797282018329,0.06862259835530914,0.011677290113924068,0.5214520550053185,0.048816939545434514,0.07911177350885819,0.11933961526932275,Other_Faults,Other_Faults
0,9,0,1906,0.09068606941911875,0.07767821823881715,0.1738974228258312,0.2627029907755178,0.05301272798190969,0.18874381590227995,0.15327875485652534,Other_Faults,Other_Faults
0,9,0,1584,0.2881134262512617,0.07517005612231976,0.03400595456994842,0.35165748107062417,0.08532957679766368,0.09754890970104255,0.06817459548713961,Other_Faults,Other_Faults
0,9,0,1413,0.3861117700283223,0.06088157724527415,0.024123659573594525,0.27597371874177395,0.09774217297960472,0.08284292763666966,0.0723241737947607,Bumps,Other_Faults
0,9,0,1708,0.02600526130063693,0.11330485395485633,0.20567750784802996,0.39422213488607283,0.11420112907494598,0.035178632678773684,0.11141048025668429,Other_Faults,Other_Faults
0,9,0,1381,0.15505938465521504,0.08760093801298152,0.1508401304529569,0.4282049433859924,0.033000711008786474,0.04826068316828164,0.09703320931578596,Other_Faults,Other_Faults
0,9,0,1296,0.1142063889184221,0.05011281382057282,0.12956693507280495,0.38844559845134363,0.20897863458692023,0.06935666170943809,0.039332967440498294,Other_Faults,Other_Faults
0,9,0,1570,0.35190052348917183,0.064170401179247,0.03680016652324383,0.24231940858883763,0.14382070214132142,0.07577591123913592,0.08521288683904245,Bumps,Other_Faults
0,9,0,1887,0.17803882773761406,0.08743577448833116,0.005027069175832718,0.3436941148367775,0.24242263493001573,0.043132407354356694,0.10024917147707207,Other_Faults,Other_Faults
0,9,0,1722,0.14068143553635234,0.05533418980979045,0.245203041195625,0.18519985014044638,0.061205795776998424,0.13228561625901503,0.1800900712817724,K_Scratch,Other_Faults
0,9,0,1299,0.07587092843603488,0.06470949144572341,0.062248118568552856,0.487723345083073,0.17006163817430356,0.07807815669958888,0.061308321592723376,Other_Faults,Other_Faults
0,9,0,1735,0.11683866258260911,0.06481490825123327,0.19840367718021887,0.22184075267587938,0.11104537147742453,0.12518138839817827,0.1618752394344566,Other_Faults,Other_Faults
0,9,0,1452,0.30803255226364873,0.08844154014810793,0.09937516867714273,0.24054241508522126,0.1626070049849993,0.08530789865953974,0.015693420181340487,Bumps,Other_Faults
0,9,0,1798,0.18666121698960542,0.0475991488348562,0.009992411103621483,0.43197434508348226,0.02841957861833504,0.0806012327163253,0.2147520666537743,Other_Faults,Other_Faults
0,9,0,1457,0.28035157213195516,0.09052902831260756,0.10355296862442422,0.18340194442165775,0.06982785062252865,0.1942525115649817,0.07808412432184486,Bumps,Other_Faults
0,9,0,1274,0.15442615999268516,0.12969448903994796,0.11595882216431315,0.19685103386567118,0.25646290085078566,0.0891763755878562,0.057430218498740866,Pastry,Other_Faults
0,9,0,1629,0.3138492390130835,0.09413924957291332,0.012845237747379333,0.24071232169671317,0.16061334081536613,0.07253475854703621,0.10530585260750844,Bumps,Other_Faults
0,9,0,1819,0.15049489023536214,0.1345959727320995,0.053308735188875175,0.3079502057172873,0.1574733616232306,0.1236464932619624,0.07253034124118284,Other_Faults,Other_Faults
0,9,0,1730,0.13647621581834965,0.05385040809742053,0.293664009273868,0.15088500905051688,0.11501795505652468,0.11034859087854461,0.13975781182477565,K_Scratch,Other_Faults
0,9,0,1471,0.2618450694672607,0.07841960291728584,0.11350518446801137,0.22692112581882315,0.1275308677216553,0.16385231271479508,0.02792583689216851,Bumps,Other_Faults
0,9,0,1779,0.14347809464559205,0.08605575378096565,0.22393829405333282,0.282595223464381,0.05810394987181558,0.11460320820265243,0.09122547598126053,Other_Faults,Other_Faults
0,9,0,1717,0.11918573930598791,0.0751854387614173,0.2211516717207242,0.22687748993800083,0.04757642961507967,0.14632793545459377,0.16369529520419643,Other_Faults,Other_Faults
0,9,0,1445,0.36783130441097295,0.07031876493834066,0.0513991585260837,0.20885849018998587,0.09983391274829777,0.11492915885021973,0.08682921033609921,Bumps,Other_Faults
0,9,0,1440,0.43591047764414503,0.05508758002876297,0.11834777582448464,0.14809038895552243,0.11647309594868437,0.04991507229401805,0.07617560930438241,Bumps,Other_Faults
0,9,0,1842,0.04918217700247772,0.12854101611294494,0.1065345815801309,0.33450625001674833,0.12355747952102952,0.09856786304185859,0.15911063272481002,Other_Faults,Other_Faults
0,9,0,1703,0.053499182169846955,0.1124964816615361,0.04834044428910541,0.42185638165949857,0.16728045733977473,0.050377383074905434,0.1461496698053328,Other_Faults,Other_Faults
0,9,0,1634,0.36718090037723056,0.0801650275944013,0.025840309463162264,0.2371290282963774,0.12514980673351755,0.07883021135508624,0.08570471618022461,Bumps,Other_Faults
0,9,0,852,0.1073453475736789,0.1999169279684842,0.04838968988544556,0.27577015703819746,0.21345084988958532,0.0654482287838488,0.08967879886075994,Other_Faults,Dirtiness
0,9,0,847,0.12713679531825678,0.18407856538490894,0.04661080840969335,0.27321624028473035,0.21360879199534244,0.08007395014579095,0.0752748484612772,Other_Faults,Dirtiness
0,9,0,835,0.26277701218598243,0.0945028636822014,0.03012186604203094,0.3951841898928396,0.09920604196215534,0.08177033718188685,0.03643768905290342,Other_Faults,Dirtiness
0,9,0,816,0.045403529755295775,0.10466283740022421,0.11018199400579738,0.3443435728642493,0.12162379791773972,0.06490516952016015,0.2088790985365335,Other_Faults,Dirtiness
0,9,0,812,0.04902462198057512,0.09565760917118558,0.12234317789782553,0.25267131133935744,0.188226498334924,0.08123542342167754,0.21084135785445482,Other_Faults,Dirtiness
0,9,0,830,0.25612565439696894,0.09756003881530861,0.03137788099530748,0.4121573933425914,0.0876578260258003,0.07001563166236188,0.045105574761661556,Other_Faults,Dirtiness
0,9,0,433,0.04839350688134297,0.0629455138053132,0.6530676759869267,0.03897763438891069,0.058344615220034424,0.06044473170245193,0.07782632201502,K_Scratch,K_Scratch
0,9,0,386,0.23460272914591374,0.06850208964658129,0.18657236466715788,0.19148069644299207,0.12454957962212969,0.13431384923649115,0.059978691238734255,Bumps,K_Scratch
0,9,0,416,0.043334625590317595,0.06504638185105428,0.6772736790482243,0.022425428692277507,0.06607044007676678,0.06370498038446523,0.06214446435689422,K_Scratch,K_Scratch
0,9,0,455,0.05610968882274932,0.06290603415811205,0.6550512648371012,0.03507980897750939,0.06499321023563763,0.05534487669809934,0.07051511627079105,K_Scratch,K_Scratch
0,9,0,514,0.09889703403813505,0.07149020975735942,0.423843860097495,0.18044796400981344,0.03623895618654978,0.06343001041031582,0.12565196550033153,K_Scratch,K_Scratch
0,9,0,536,0.05363924675339604,0.05374760032048761,0.5288930926033506,0.14198803610644622,0.068970886658231,0.07203630995039491,0.08072482760769376,K_Scratch,K_Scratch
0,9,0,434,0.04440401288984778,0.06808008509241105,0.6538057642341244,0.03518163640579744,0.05754874888327928,0.07255163556988528,0.06842811692465475,K_Scratch,K_Scratch
0,9,0,441,0.026092544533803528,0.06467563696084994,0.6356571474338785,0.08815993531345392,0.042510915170587756,0.08346027408793419,0.05944354649949221,K_Scratch,K_Scratch
0,9,0,370,0.20991338519899605,0.08353327312988298,0.23676108065989274,0.1862607571791921,0.07466935996806084,0.17701648330531786,0.03184566055865737,K_Scratch,K_Scratch
0,9,0,670,0.05457500245850733,0.06484394659905635,0.5605987011779731,0.12094288192741477,0.06460276587431311,0.06121065674880362,0.07322604521393171,K_Scratch,K_Scratch
0,9,0,674,0.05775348376273118,0.06390866442987013,0.5588204781757925,0.12352444159000021,0.06585426593447656,0.061231353928663426,0.06890731217846603,K_Scratch,K_Scratch
0,9,0,391,5.890142298382312e-12,0.08703139802054395,0.3894114706320907,3.074321467299799e-08,0.134018515118566,0.38941079097050135,0.00012779450919331057,K_Scratch,K_Scratch
0,9,0,489,0.055908013155855266,0.06680786925943993,0.6402378076810703,0.043376079877566885,0.05349659711738025,0.06703592203212684,0.0731377108765604,K_Scratch,K_Scratch
0,9,0,376,0.16060006173165484,0.13645188075322795,0.12101103069009976,0.2464790375039488,0.14421004283439004,0.14546615536510987,0.04578179112156878,Other_Faults,K_Scratch
0,9,0,458,0.05581218223053284,0.0659796374548028,0.6457148273570775,0.03787538067261934,0.07219150474276868,0.05201116984142551,0.0704152977007732,K_Scratch,K_Scratch
0,9,0,712,0.08089180881314616,0.08163079450582332,0.5122602503909054,0.15399165207321047,0.06490985140024698,0.050791184672036825,0.05552445814463086,K_Scratch,K_Scratch
0,9,0,485,0.058192329574369,0.0660574817206958,0.6228228484711297,0.05333600208396551,0.06561664931332933,0.05137479693174848,0.08259989190476211,K_Scratch,K_Scratch
0,9,0,480,0.05912752171414309,0.06575885595231121,0.6317610134924709,0.048689213576378274,0.06264235330118172,0.05166790115593548,0.08035314080757919,K_Scratch,K_Scratch
0,9,0,507,0.06254781730265473,0.06547033787031159,0.5609950725526887,0.11511754759264217,0.06520848572211035,0.05911117072485948,0.07154956823473305,K_Scratch,K_Scratch
0,9,0,645,0.055630180522846566,0.06453430528666386,0.5670820958871855,0.10844288997788298,0.06638221850488772,0.06247319986006747,0.07545510996046595,K_Scratch,K_Scratch
0,9,0,675,0.05887694096074988,0.0654849920019803,0.561419838886432,0.11407755701310844,0.06948801172219483,0.0609176175329332,0.06973504188260135,K_Scratch,K_Scratch
0,9,0,730,0.09758807860140903,0.05603516186788266,0.4347321242860049,0.20269413278043705,0.10352929704540112,0.061391794428513266,0.04402941099035186,K_Scratch,K_Scratch
0,9,0,513,0.07309612660912529,0.06069504752924074,0.6047195324585809,0.06921084095828503,0.051199311465735156,0.05077161895672263,0.0903075220223103,K_Scratch,K_Scratch
0,9,0,679,0.05449561896601304,0.0665213279793846,0.5680434086041968,0.11524758586892185,0.06800017856987163,0.059676077274840755,0.06801580273677124,K_Scratch,K_Scratch
0,9,0,500,0.05968584600922239,0.06516612294160067,0.5592856578977781,0.11413347883558043,0.0662044115034773,0.061471437122144375,0.07405304569019676,K_Scratch,K_Scratch
0,9,0,383,0.1479993606751859,0.05657803920117017,0.43438041808705785,0.12577502569197957,0.09509579896242774,0.09026330218424414,0.04990805519793459,K_Scratch,K_Scratch
0,9,0,665,0.05500933678603385,0.06769401541162615,0.5677399116411699,0.10495568856910147,0.06762463796295326,0.06075638617968677,0.07622002344942862,K_Scratch,K_Scratch
0,9,0,603,0.04978296168376906,0.0620783454409279,0.5733846454790753,0.11152475874616628,0.05996492099575721,0.06395905915223386,0.07930530850207049,K_Scratch,K_Scratch
0,9,0,380,0.24011685417313683,0.08274592781695554,0.20210387631737553,0.2079791676531823,0.08291620732363392,0.14679956266616745,0.03733840404954848,Bumps,K_Scratch
0,9,0,697,0.12149186223345812,0.0800595354896057,0.19923215539036593,0.25469542071592344,0.06599813242876754,0.1594521266017846,0.11907076714009461,Other_Faults,K_Scratch
0,9,0,394,0.022953708682557174,0.06835613618036553,0.6946967457108889,0.009758677013109243,0.057249551860510096,0.10021308597280273,0.04677209457976621,K_Scratch,K_Scratch
0,9,0,542,0.057319457758441515,0.05767060377917528,0.5360501152316998,0.12271252514909642,0.07008599331545945,0.0700178096973298,0.08614349506879784,K_Scratch,K_Scratch
0,9,0,694,0.05803227780338201,0.06776577384659296,0.5699292179359747,0.10782317042868717,0.06968522779947012,0.05905451206173952,0.0677098201241536,K_Scratch,K_Scratch
0,9,0,686,0.05553989764737818,0.06766932436841182,0.5571436885385939,0.11901704546180591,0.06235416973457528,0.0609505785790961,0.07732529567013882,K_Scratch,K_Scratch
0,9,0,502,0.0689932641320255,0.06353954960189104,0.6133234589194793,0.061448363144755345,0.0560515232217225,0.04983991545190378,0.08680392552822251,K_Scratch,K_Scratch
0,9,0,447,0.05247109451277938,0.06243701352252381,0.6410719285794955,0.0445876787628331,0.05202448770118147,0.07302547188556598,0.07438232503562085,K_Scratch,K_Scratch
0,9,0,404,0.041557758755829496,0.06575393539021641,0.668893974854813,0.024311689155121607,0.07062611274754842,0.06300137413324143,0.06585515496322979,K_Scratch,K_Scratch
0,9,0,369,0.23378240477843742,0.07926706815058546,0.2409999020266847,0.1802173418541952,0.07770001978238673,0.15596240198584332,0.03207086142186725,K_Scratch,K_Scratch
0,9,0,368,0.16931027786800595,0.08632044541067788,0.18898666106415354,0.23773246898579634,0.14750839987889564,0.1321197167350809,0.038022030057389605,Other_Faults,K_Scratch
0,9,0,101,0.18926289237855617,0.09564698733553446,0.03408429428086431,0.34599972333988593,0.2300531249384836,0.08460428317697241,0.02034869454970294,Other_Faults,Pastry
0,9,0,148,0.21396730986096882,0.20598130480683363,0.05458206232982926,0.14536584077545253,0.26907101534442135,0.046577682731539546,0.06445478415095486,Pastry,Pastry
0,9,0,8,0.14486814090723296,0.06746236424946686,0.1292619281720451,0.3188512284432335,0.24225800778236306,0.07339060593041177,0.023907724515246757,Other_Faults,Pastry
0,9,0,138,0.1641409264804865,0.09503559047046983,0.09320894607173247,0.2726618568566732,0.23007941460499165,0.09447399392494744,0.05039927159069882,Other_Faults,Pastry
0,9,0,32,0.11661841515087897,0.11562813315578027,0.1416726582083331,0.15601552952582265,0.26841361318263474,0.09844482425206422,0.10320682652448596,Pastry,Pastry
0,9,0,131,0.13000312019285903,0.12206066134233612,0.043870533324898674,0.3450499842326437,0.2844322666830839,0.051428396474668805,0.02315503774950973,Other_Faults,Pastry
0,9,0,2,0.26307483040406704,0.10535543885204622,0.010295627213796241,0.3020249536734008,0.15950141715709573,0.07163520207533376,0.08811253062426012,Other_Faults,Pastry
0,9,0,143,0.10031411712826542,0.1112584140329747,0.13391921228675718,0.16353181762693303,0.19573079520956618,0.11252909632360833,0.18271654739189516,Pastry,Pastry
0,9,0,49,0.36069685319200306,0.0854622549539971,0.020333400383304005,0.230103684181863,0.13774684710792737,0.08335083094791149,0.08230612923299392,Bumps,Pastry
0,9,0,108,0.1749981012841145,0.1080478895248238,0.038686960415303034,0.3865491474683286,0.1838247361671771,0.08327050726377763,0.024622657876475353,Other_Faults,Pastry
0,9,0,147,0.28185279511638134,0.15320749218625443,0.07226461143570792,0.15613768650357215,0.2225351692497344,0.0642003575798571,0.04980188792849272,Bumps,Pastry
0,9,0,117,0.12725838092121547,0.11905696165707966,0.044007644137756825,0.32935036491664643,0.30056447943335185,0.05626175759367762,0.023500411340272153,Other_Faults,Pastry
0,9,0,74,0.2620744439658595,0.05432623456781651,0.007117999135431573,0.3960092054597567,0.11234370667339595,0.07026923150201689,0.09785917869572289,Other_Faults,Pastry
0,9,0,146,0.20022601466474133,0.1617795125322761,0.10469150277322138,0.11408476807797666,0.2987557590820717,0.04585500519957824,0.07460743767013464,Pastry,Pastry
0,9,0,7,0.10374575960979669,0.07151470645108189,0.12265589959558804,0.40526378792980244,0.1796221853480343,0.08546644286369508,0.03173121820200152,Other_Faults,Pastry
0,9,0,324,0.12437909745513825,0.10845090626649191,0.0290557464580008,0.14458937594721588,0.15613911599945546,0.048512074491802094,0.3888736833818956,Z_Scratch,Z_Scratch
0,9,0,160,0.15219022497047474,0.06734997243856622,0.08621593670248491,0.1802689142425571,0.07339005267306632,0.05568729234033223,0.3848976066325186,Z_Scratch,Z_Scratch
0,9,0,233,0.170209620535426,0.04913780096704141,0.08194500542269251,0.17364607092194748,0.04609020416492182,0.0754218553115181,0.40354944267645265,Z_Scratch,Z_Scratch
0,9,0,187,0.26619601380590796,0.07035451489217313,0.0433374554685404,0.22621193395067357,0.04473821288329807,0.12629009296908478,0.22287177603032224,Bumps,Z_Scratch
0,9,0,231,0.16807444755386275,0.062155523064995,0.07381758143005539,0.20561671972096043,0.05779233610036839,0.12834032952721272,0.3042030626025455,Z_Scratch,Z_Scratch
0,9,0,238,0.13961855376028184,0.1061545358088127,0.06414284927582117,0.18569674138378292,0.10299464671850038,0.03689640282512873,0.3644962702276722,Z_Scratch,Z_Scratch
0,9,0,213,0.10163836411456403,0.09920426608665918,0.1805582992305439,0.12209545700271071,0.11967144334531625,0.02719400319109989,0.34963816702910616,Z_Scratch,Z_Scratch
0,9,0,197,0.18872125705690992,0.11328594370949126,0.04112393102517052,0.19007491230531928,0.10472527822398964,0.05075083553763401,0.3113178421414853,Z_Scratch,Z_Scratch
0,9,0,227,0.08951505222787971,0.12058679621697496,0.3759042766963621,0.11003953245593959,0.07447960632790697,0.029755014899568315,0.1997197211753683,K_Scratch,Z_Scratch
0,9,0,343,0.10294361602582319,0.12407832880397465,0.03384449911330988,0.4244124379598881,0.146554257104375,0.09520145462947632,0.07296540636315273,Other_Faults,Z_Scratch
0,9,0,225,0.16730877369995034,0.0751930487328752,0.03665648801158367,0.20265110930411723,0.06769663178706783,0.07580014143344531,0.3746938070309604,Z_Scratch,Z_Scratch
0,9,0,243,0.12229253590871662,0.07764453453179239,0.01384165228635748,0.1350354044113072,0.13777065368318833,0.0769724610429357,0.4364427581357023,Z_Scratch,Z_Scratch
0,9,0,218,0.1371966585560984,0.0762531355795486,0.09607269302151518,0.18992845076729772,0.07043184818029,0.036663033873305044,0.3934541800219451,Z_Scratch,Z_Scratch
0,9,0,165,0.1004785522087153,0.1018647453265461,0.10782165158127634,0.16905145385749148,0.09418765901432671,0.033181687486066085,0.393414250525578,Z_Scratch,Z_Scratch
0,9,0,159,0.1449834169716257,0.06028308397590987,0.10229942566318194,0.1723932916000335,0.07012829466607923,0.1295067697831184,0.32040571734005135,Z_Scratch,Z_Scratch
0,9,0,342,0.05108948127668635,0.16641258408301066,0.06247719336655128,0.3971272886997618,0.20051282333259535,0.0476899540559162,0.07469067518547826,Other_Faults,Z_Scratch
0,9,0,234,0.1626774544579395,0.0692900046854729,0.05748850124121347,0.18595719208285647,0.056660597729211275,0.13026656059544206,0.3376596892078645,Z_Scratch,Z_Scratch
0,9,0,170,0.1470172303041626,0.05689728100421467,0.04154084915149204,0.1578333786806949,0.10361906340417745,0.07196191006143925,0.4211302873938191,Z_Scratch,Z_Scratch
0,9,0,168,0.10638745307633801,0.08011474915083291,0.0438419314531418,0.18645899047315959,0.10156946640065252,0.04724527911260328,0.4343821303332718,Z_Scratch,Z_Scratch
0,9,0,776,0.13463064440386427,0.10561860972361298,0.06820728074245264,0.323027356531668,0.05475965137184869,0.24661613128952156,0.06714032593703188,Other_Faults,Stains
0,9,0,783,0.21926591921932756,0.08645313708348872,0.06495005235468762,0.2535900286043624,0.05221529955701368,0.24161598497443826,0.08190957820668182,Other_Faults,Stains
0,9,0,740,0.15020883058914253,0.09014727929355329,0.10981846068709272,0.2557838810935422,0.10542076536182719,0.24481057696044156,0.04381020601440048,Other_Faults,Stains
0,9,0,751,0.1296802300727902,0.08739267151233948,0.08824333068760878,0.2515070845509004,0.08084887322526679,0.2867290193563639,0.0755987905947305,Stains,Stains
0,9,0,789,0.084057837376144,0.08228174161415586,0.09773496845703401,0.33981626358965483,0.05012901209939749,0.23408494872526336,0.11189522813835041,Other_Faults,Stains
0,9,0,763,0.17605665977783344,0.08130269348383347,0.05634927854639091,0.241601225623987,0.07005509637108444,0.30921270496171244,0.06542234123515829,Stains,Stains
0,9,0,794,0.1970654249963745,0.09301424605079167,0.07542536984451217,0.21854772539696254,0.06444712890571826,0.27275585193114166,0.07874425287449896,Stains,Stains
0,9,0,806,0.17563119360889037,0.09780386902734457,0.07234301070179609,0.2712056949319242,0.06561592875415917,0.23605252637591526,0.08134777659997026,Other_Faults,Stains