% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Mon Apr  9 18:39:14 2018
% Created by run_task()
@RELATION openml_task_146817_predictions

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

@DATA
0,0,0,1136,0.7047322698883718,0.0017035975518734142,0.012144647972913926,0.22319764368672643,0.032975251978522135,0.01593087908062152,0.009315709840971154,Bumps,Bumps
0,0,0,867,0.32808761953298043,0.0029367587641117056,0.0948233978843298,0.5276693644006027,0.007303266682166938,0.0014381046688463565,0.03774148806696203,Other_Faults,Bumps
0,0,0,887,0.6271087584159285,0.014086643034481422,0.03322429001862248,0.24348152224493366,0.054329376407894654,0.017056019882304752,0.01071338999583447,Bumps,Bumps
0,0,0,983,0.6751959472184421,0.01690210746241725,0.01629845625844818,0.22695213149509808,0.030972518646893037,0.019718936342702754,0.013959902575998955,Bumps,Bumps
0,0,0,959,0.609559693511636,0.014126620805622204,0.0041227378049628685,0.30732429459917676,0.017895953923533676,0.00018695652173913045,0.04678374283332904,Bumps,Bumps
0,0,0,947,0.8151396325964171,0.004552049308857089,0.0006333333333333333,0.14406824890014927,0.03016295225780485,0.0014230676328502417,0.004020715970588094,Bumps,Bumps
0,0,0,1188,0.37798214055810386,0.017406376050581814,0.011661205780609238,0.46073419012525774,0.10944305846798077,0.005281687106808925,0.017491341910658098,Other_Faults,Bumps
0,0,0,1176,0.8454789217961372,0.00013333333333333334,0.0015504609116373822,0.1445794303801459,0.0051636176053796185,0.0006245059288537549,0.0024697300445126534,Bumps,Bumps
0,0,0,1068,0.49017671662124396,0.0005769741752500372,0.0009188034188034189,0.36458446867511324,0.03243952664983579,0.010098380612830955,0.10120512984692297,Bumps,Bumps
0,0,0,976,0.3113203094548705,0.2244787066615913,0.008760192722301592,0.3111195057500694,0.12234406018830189,0.007628117859616041,0.014349107363249914,Bumps,Bumps
0,0,0,966,0.3540457097975423,0.0057644884647516225,0.0018562943730563869,0.48313679382986646,0.04461515007553373,0.0021247824300455877,0.10845678102920404,Other_Faults,Bumps
0,0,0,1165,0.6871979636313394,0.0008298136645962733,0.006309674297850062,0.28070464518692884,0.018014894665444425,0.0007526208574034662,0.006190387696438308,Bumps,Bumps
0,0,0,1161,0.5211566011465565,0.009709722176680086,0.003283814787563308,0.3926308533211532,0.012211452746711867,0.0025140156140156145,0.05849354020731948,Bumps,Bumps
0,0,0,1007,0.24039509550936813,0.019051697551014418,0.00035857142857142853,0.4189856809948436,0.23888480337934956,0.002697829073730402,0.0796263220631234,Other_Faults,Bumps
0,0,0,1262,0.6557213287276251,0.008598154881069993,0.004501175678665919,0.25607822854225304,0.043406956664405166,0.0001111111111111111,0.031583044394869676,Bumps,Bumps
0,0,0,1054,0.5624801686363934,0.004781701845862568,0.00021288515406162466,0.3795908895259826,0.03548368158986046,0.00302568013043178,0.01442499311740704,Bumps,Bumps
0,0,0,1244,0.4018505286975359,0.022264681912413955,0.011676779514812226,0.46995543984769,0.04203405770141154,0.010514883122098551,0.04170362920403848,Other_Faults,Bumps
0,0,0,1010,0.4746930470059793,0.005791377593854374,0.012735248076731456,0.37772549407883704,0.03713102707228058,0.0013731958354383982,0.09055061033687949,Bumps,Bumps
0,0,0,1166,0.7089248493894706,0.00036507936507936505,0.012950977680283478,0.2598521410338408,0.00855740772919924,0.0007626923076923076,0.008586852494434272,Bumps,Bumps
0,0,0,1076,0.47075882588605666,0.006670608970081981,0.024569467159046246,0.4540222390431781,0.020576719667862477,0.01571039086636075,0.00769174840741337,Bumps,Bumps
0,0,0,928,0.49232107586456003,0.013878615175849174,0.0032289556273134143,0.3910473491642923,0.02370052797707349,0.0013770346582568952,0.07444644153265448,Bumps,Bumps
0,0,0,1223,0.9408668375227838,0.0012454849498327763,0.0006092796092796093,0.046861422244998285,0.0023234204793028328,0.0,0.00809355519380287,Bumps,Bumps
0,0,0,958,0.7069467414056078,0.005784724565603553,0.0,0.25079529722776184,0.03158515630522191,0.0011750226244343891,0.003713057871369892,Bumps,Bumps
0,0,0,1167,0.843140583688428,0.00013333333333333334,0.005374740332033744,0.13614766203420303,0.012563310257718355,0.0009321982365460625,0.0017081721177373353,Bumps,Bumps
0,0,0,931,0.7977207714597232,0.0021452777872282515,0.0013405518627486591,0.16763411551495858,0.01446337082331769,0.0016920024420024418,0.015003910110021298,Bumps,Bumps
0,0,0,1261,0.5399596299659271,0.0063232202580028665,0.0076228066657471685,0.3419019602120404,0.04666180530569074,0.0,0.05753057759259131,Bumps,Bumps
0,0,0,1064,0.6188121756802686,0.0033275178266940282,0.000980262249827467,0.3478091070538562,0.021024964471146202,0.0003333333333333333,0.007712639384873289,Bumps,Bumps
0,0,0,914,0.7596805262826543,0.014875847814086475,0.0002,0.1906209211694463,0.029915003567527153,0.0012777777777777776,0.0034299233885081745,Bumps,Bumps
0,0,0,1085,0.4696644126740776,0.011059612728845461,0.02081110000713329,0.3906194040506724,0.09032685412211156,0.01460051852262244,0.0029180978945375236,Bumps,Bumps
0,0,0,1082,0.3466096363478764,0.00595306855668161,0.1209090408134271,0.4403238143053108,0.06732651347630698,0.000779040404040404,0.018098886096357368,Other_Faults,Bumps
0,0,0,1006,0.30392261290638134,0.01321778348586398,0.004213762931703435,0.4793549876556251,0.023219919589329667,0.003375263068706668,0.17269567036239028,Other_Faults,Bumps
0,0,0,977,0.22766043668841907,0.21381945446048944,0.02368215185000234,0.3056382480590492,0.19943138130745502,0.0012169901248848616,0.028551337509700687,Other_Faults,Bumps
0,0,0,1026,0.6629605643816776,0.009795999629636055,0.0007705312231628021,0.26129687451392386,0.055067322010198885,0.0009904761904761905,0.009118232050924203,Bumps,Bumps
0,0,0,986,0.4321028838137631,0.021286387139684046,0.038947766513672086,0.45306080810164673,0.029702983308824586,0.014576450580063113,0.010322720542346332,Other_Faults,Bumps
0,0,0,937,0.8436353030944909,0.001074031231925969,0.001776366128997708,0.1310170414982997,0.01761917648171914,0.0,0.0048780815645669585,Bumps,Bumps
0,0,0,1013,0.5816158075758721,0.004041984062586432,0.0011901724006987164,0.3479984108598229,0.026787875724954054,0.0017495806513393433,0.036616168724725826,Bumps,Bumps
0,0,0,1253,0.08515516914027622,0.006742274283450755,0.0007326923076923078,0.13087596843406463,0.30719512476962774,0.0,0.46929877106488843,Z_Scratch,Bumps
0,0,0,1096,0.30643245768684774,0.032237526755225274,0.056584134586217645,0.3429051603011187,0.23102522525724883,0.002437176563135642,0.028378318850206294,Other_Faults,Bumps
0,0,0,965,0.6458613659194415,0.0012808688387635754,0.02468484578310867,0.288734995095991,0.014805738892282842,0.000125,0.02450718547041268,Bumps,Bumps
0,0,0,993,0.47601551851095253,0.12222892197558305,0.0015576531311825433,0.3598984697718198,0.01455260012181872,0.001629040404040404,0.02411779608460318,Bumps,Bumps
0,0,0,877,0.23646827679912968,0.02315970291084934,0.03670382509209275,0.6488473182157346,0.0167163970599963,0.01580762285238901,0.02229685706980834,Other_Faults,Bumps
0,0,0,1494,0.04361271811209456,0.013149308029830305,0.010890945753343787,0.6273489011507708,0.2966387772243813,0.0,0.008359349729579236,Other_Faults,Other_Faults
0,0,0,1651,0.4515798050955654,0.01786132440724466,0.032658411888983954,0.3780551214206758,0.08567913778807562,0.006138095412785814,0.028028103986669058,Bumps,Other_Faults
0,0,0,1623,0.4537192098041629,0.013835581963209545,0.0005206349206349206,0.4463894056633279,0.0172494176760928,0.004657892482922771,0.06362785748964894,Bumps,Other_Faults
0,0,0,1588,0.14684324489337722,0.013937811331741198,0.04251453287735287,0.35515182498738435,0.42149574180130595,0.002404884004884005,0.01765196010395431,Pastry,Other_Faults
0,0,0,1386,0.08539221506184454,0.004194311022878799,0.10117029276659044,0.7758875780288408,0.005175087674000718,0.008316995704424698,0.019863519741419235,Other_Faults,Other_Faults
0,0,0,1901,0.21749807598874957,0.013476372811814996,0.0016382783882783881,0.6951829352963436,0.025520112705828994,0.011637946834853247,0.03504627797413095,Other_Faults,Other_Faults
0,0,0,1513,0.17298916180851645,0.023357713177725285,0.009975474861669841,0.7184390009560091,0.049986488150870874,0.006063472002588978,0.019188689042619583,Other_Faults,Other_Faults
0,0,0,1613,0.13530740083934822,0.01429244026622367,0.14707697403412703,0.6385256757726361,0.013273872179455031,0.002851546521111738,0.04867209038709793,Other_Faults,Other_Faults
0,0,0,1380,0.15619293896666575,0.01662537251840456,0.028065885146795082,0.7510640742406521,0.013113009014213079,0.00406229097699686,0.030876429136271588,Other_Faults,Other_Faults
0,0,0,1876,0.06808138765483672,0.023107791910461424,0.026452072749269546,0.8526949114201671,0.009626620611108427,0.01266757444138249,0.0073696412127737185,Other_Faults,Other_Faults
0,0,0,1290,0.040479340620903755,0.023503668291943964,0.04915936281565907,0.7706817118046195,0.10513319494298495,0.0009108187134502923,0.01013190281043794,Other_Faults,Other_Faults
0,0,0,1685,0.03530318167867365,0.03826277318865552,0.027974599216113904,0.8217667501487921,0.048843674593575095,0.0002731481481481481,0.027575873026041798,Other_Faults,Other_Faults
0,0,0,1478,0.4295090299137033,0.003998279991422406,0.0025823200161738326,0.41754761197240076,0.028198804762401802,0.0008124098124098124,0.11735154353148827,Bumps,Other_Faults
0,0,0,1745,0.2854938534044778,0.0013337301587301586,0.007900946911780133,0.6323197280052928,0.0179311267048117,0.00762538639157565,0.0473952284233318,Other_Faults,Other_Faults
0,0,0,1321,0.062263716052103305,0.0014576923076923076,0.014156238861846308,0.9032159714580978,0.0031032092685611516,0.006992310707071964,0.00881086134462669,Other_Faults,Other_Faults
0,0,0,1795,0.3215340853620609,0.0035336003762319553,0.00207325370281892,0.5696859326686886,0.0808290387506671,0.004229287161640102,0.01811480197789265,Other_Faults,Other_Faults
0,0,0,1285,0.18058092758766245,0.06991178929494231,0.010750423988449293,0.3967188403546953,0.23910608803203856,0.0005429864253393666,0.10238894431687301,Other_Faults,Other_Faults
0,0,0,1822,0.18289375666231467,0.0028790290683535238,0.011774356832251568,0.514659459147879,0.06186954287290102,0.002879646877977874,0.22304420853832232,Other_Faults,Other_Faults
0,0,0,1617,0.07015508578434076,0.0007735042735042735,0.369345212519462,0.43527153926877993,0.035387820418151084,0.0,0.08906683773576186,Other_Faults,Other_Faults
0,0,0,1529,0.03578943512868473,0.012425834072674157,0.20613226394688083,0.46189368729726693,0.22103380432684308,0.00032748538011695904,0.06239748984753342,Other_Faults,Other_Faults
0,0,0,1877,0.08549121180765278,0.012846590503691727,0.04017366494836881,0.7141704425982563,0.06757956128372083,0.005775087875087875,0.07396344098322186,Other_Faults,Other_Faults
0,0,0,1352,0.1066705527522732,0.005066656284146224,0.2994149480236939,0.5465565887095143,0.006351300074320181,0.0033312934670693285,0.03260866068898344,Other_Faults,Other_Faults
0,0,0,1788,0.2121266855824412,0.00929989587482857,0.07699148155780641,0.6105880366725652,0.05122679571922557,0.012838850735645054,0.026928253857487927,Other_Faults,Other_Faults
0,0,0,1325,0.07729334914956243,0.002741404794036373,0.02912842157857269,0.8499071323337667,0.0050691653892864195,0.012424663548367345,0.02343586320640739,Other_Faults,Other_Faults
0,0,0,1401,0.6884514663665887,0.002640763648116589,0.0035078275554281738,0.2763267448581494,0.008169976759354875,0.000721043771043771,0.02018217704131905,Bumps,Other_Faults
0,0,0,1912,0.13985559346400056,0.0013905572755417957,0.17661426378589432,0.5433269779381683,0.008536337242572268,0.0018388455988455985,0.12843742469497704,Other_Faults,Other_Faults
0,0,0,1844,0.05069346021078021,0.006993719474739126,0.13012405767357993,0.7751642172216673,0.02410874626883713,0.0037903094955726536,0.009125489654824018,Other_Faults,Other_Faults
0,0,0,1603,0.07147443683709223,0.022501695514368824,0.003095642102995045,0.5258730549801929,0.35157343361228577,0.0007733266733266732,0.02470841027973885,Other_Faults,Other_Faults
0,0,0,1801,0.18580115124396676,0.003054848418807229,0.002735240808383223,0.707168263736142,0.07675117453950303,0.004356302543918644,0.020133018709278628,Other_Faults,Other_Faults
0,0,0,1737,0.07523931434449506,0.06176519021748921,0.014672000818754928,0.4477309408165164,0.3790381548827139,0.000446969696969697,0.02110742922306053,Other_Faults,Other_Faults
0,0,0,1354,0.08211028226241356,0.004381995891964932,0.20295800663076516,0.5668065049886254,0.024128709881300402,0.002697016579911317,0.11691748376501984,Other_Faults,Other_Faults
0,0,0,1851,0.040787118514122915,0.011588590906906964,0.03216974874260511,0.8567100559651145,0.03931862201714472,0.0017691391941391942,0.017656724659966348,Other_Faults,Other_Faults
0,0,0,1791,0.4864941589886581,0.03516014774706456,0.022910039589491733,0.3614789786264827,0.01793829502280572,0.0008464646464646465,0.07517191537903278,Bumps,Other_Faults
0,0,0,1714,0.1614754689517404,0.14086915739464898,0.020939317986458567,0.4456799165744792,0.19807030647592141,0.0036160981099011657,0.029349734506850814,Other_Faults,Other_Faults
0,0,0,1769,0.0816241861100937,0.0006573295985060689,0.019840953067071974,0.8601869106669063,0.001804468278539486,0.008595995093039365,0.027290157185842844,Other_Faults,Other_Faults
0,0,0,1532,0.2645256918012095,0.017028316360782923,0.00955712012328803,0.5253947216391752,0.1505424498523176,0.0012007750703402875,0.03175092515288651,Other_Faults,Other_Faults
0,0,0,1759,0.18404926873799224,0.00794991075278799,0.011630299466092304,0.4325740693020133,0.0057294909263323575,0.007748754084789891,0.35031820672999203,Other_Faults,Other_Faults
0,0,0,1355,0.17515340062691903,0.006286004546746235,0.035234068555674854,0.7333540100368007,0.012575456192003506,0.018022560890873954,0.019374499150980988,Other_Faults,Other_Faults
0,0,0,1740,0.10125693630902448,0.001594159435335906,0.02706566652440154,0.8312209901630201,0.0071517089867850405,0.003980839683192625,0.0277296988982411,Other_Faults,Other_Faults
0,0,0,1604,0.40852761556436934,0.0017144149967679378,0.08729373707769007,0.44561928913086224,0.052990322618275944,0.002002646387428996,0.0018519742246058037,Other_Faults,Other_Faults
0,0,0,1481,0.04305931462872568,0.015163075504685784,0.008611274652420162,0.5882216146079,0.3299791096978184,0.00011764705882352942,0.014847963849626585,Other_Faults,Other_Faults
0,0,0,1698,0.030459359112236573,0.015493238637941829,0.026130555611791725,0.8521338480110286,0.06482341517189678,0.0006911217437533227,0.010268461711351104,Other_Faults,Other_Faults
0,0,0,1793,0.09055265688832462,0.04956257232522342,0.03248518926928081,0.41503829722447316,0.26749561992351345,0.0009544421440073613,0.14391122222517827,Other_Faults,Other_Faults
0,0,0,1657,0.1395871417452455,0.012415891148829633,0.08996813846987457,0.6642343001268591,0.024755738456589838,0.012625505181118317,0.056413284871482915,Other_Faults,Other_Faults
0,0,0,1620,0.39319680657081535,0.004970852143822934,0.0005333333333333334,0.5065675942399477,0.027602214204813853,0.006380948171195848,0.06074825133607081,Other_Faults,Other_Faults
0,0,0,1273,0.19345195292557127,0.035284850100369004,0.011648797798803937,0.3201420666915178,0.40831186227630867,0.0012780726519856956,0.02988239755544376,Pastry,Other_Faults
0,0,0,1569,0.6022255826460745,0.006590082335591153,0.00850466563785419,0.31079147684057756,0.028430582977895535,0.000922077922077922,0.042535531639929076,Bumps,Other_Faults
0,0,0,1637,0.5400472931384183,0.016345786630473664,0.02111268728043866,0.3490484909771375,0.02951780824761813,0.0,0.04392793372591366,Bumps,Other_Faults
0,0,0,1351,0.18016183846263903,0.008513296822180922,0.03535253600702279,0.7068484637304512,0.030688592978294026,0.012837159429242366,0.02559811257016981,Other_Faults,Other_Faults
0,0,0,1450,0.3814249535773338,0.018896889504233877,0.0020016644338894975,0.49790734183550034,0.049676150419206144,0.0017161616161616162,0.0483768386136748,Other_Faults,Other_Faults
0,0,0,1738,0.0992692933325912,0.07094556453796753,0.0026917701863354037,0.7851518194482303,0.011652700160119104,0.016334087387738075,0.013954764947017606,Other_Faults,Other_Faults
0,0,0,1766,0.17474634926947694,0.015474836491491745,0.07445778846390444,0.6288852284358579,0.029405590063481424,0.01241852321464535,0.06461168406114247,Other_Faults,Other_Faults
0,0,0,1503,0.08994387181750242,0.05203911482922556,0.01899806878640823,0.599540443571282,0.1657484497151159,0.00015692307692307693,0.07357312820354286,Other_Faults,Other_Faults
0,0,0,1277,0.0,0.0,0.9948108724608725,0.0051891275391275395,0.0,0.0,0.0,K_Scratch,Other_Faults
0,0,0,1594,0.20156646007448475,0.015055143072480043,0.08225331925648523,0.6135854987621895,0.06434352559672062,0.0034253186781959166,0.01977073455944402,Other_Faults,Other_Faults
0,0,0,1492,0.030688709831546184,0.012320939747100737,0.02910455945643809,0.7927413449540497,0.12771313901426712,0.0003994652406417113,0.007031841755956712,Other_Faults,Other_Faults
0,0,0,1830,0.05934510100148795,0.006540322433557727,0.1916382883976127,0.6860703793302626,0.033103692681538475,0.011430803118450175,0.011871413037090788,Other_Faults,Other_Faults
0,0,0,1658,0.2116780610454241,0.08828683879849382,0.018145749268359983,0.3177252278517499,0.3541043602994191,0.0038196799009458863,0.006240082835607133,Pastry,Other_Faults
0,0,0,1646,0.13438018168527954,0.022276337036380957,0.041294917667826475,0.4608862230470874,0.29422775641477783,0.0007942612942612942,0.04614032285438654,Other_Faults,Other_Faults
0,0,0,1607,0.5752508556777923,0.006608844973844299,0.0057845564746944475,0.2670151744446256,0.014696003487222357,0.0004444444444444444,0.1302001204973766,Bumps,Other_Faults
0,0,0,1460,0.5062952447245471,0.005559896467182776,0.06432043376629225,0.317317422786564,0.08236089911563316,0.008847589877887444,0.015298513261893767,Bumps,Other_Faults
0,0,0,1550,0.14807456572085043,0.00729822742542153,0.11304578674848634,0.5872276472243382,0.012162714070751491,0.05713920235473134,0.07505185645542062,Other_Faults,Other_Faults
0,0,0,1711,0.109189398254211,0.006361302294197031,0.019582050115944986,0.8022271855070642,0.03937538339325557,0.01406416216275013,0.0092005182725771,Other_Faults,Other_Faults
0,0,0,1677,0.16854144911670815,0.04371243707958363,0.004133883052829075,0.6783175047799128,0.04717233914781136,0.007226210981677527,0.05089617584147804,Other_Faults,Other_Faults
0,0,0,1350,0.07986053830946443,0.0024465608465608466,0.23575488107349693,0.6387995587031503,0.013201649148369538,0.0013561751973516678,0.028580636721606455,Other_Faults,Other_Faults
0,0,0,1505,0.06889854356935833,0.018535450099777504,0.08777445907414914,0.5771564008442828,0.1270147348646147,0.0014936681391924359,0.119126743408625,Other_Faults,Other_Faults
0,0,0,1518,0.14176435317529656,0.021227269896214568,0.04508507720908886,0.27126903188530016,0.5096620510725333,0.0005370370370370369,0.01045517972452957,Pastry,Other_Faults
0,0,0,828,0.1920986435244293,0.3532082046080941,0.011053224755876766,0.30441911710345604,0.10876609748144878,0.008766278030310874,0.02168843449638509,Dirtiness,Dirtiness
0,0,0,840,0.02118436932933989,0.8395510547418186,0.0024770524201592073,0.05611317346383545,0.07017997438326752,0.0014758428680396642,0.009018532793540198,Dirtiness,Dirtiness
0,0,0,813,0.06589230380463452,0.21175556019989442,0.006679454469467258,0.4392719041948718,0.22845677676817308,0.00011764705882352942,0.04782635350413584,Other_Faults,Dirtiness
0,0,0,827,0.14289722057959875,0.3658178036629035,0.015271713864114205,0.33198555122130086,0.12297608331580026,0.0024030050295496524,0.018648622326733477,Dirtiness,Dirtiness
0,0,0,860,0.20238978266018154,0.3784587585982069,0.0037255785060873233,0.2722960474843955,0.10992146668385729,0.013410957238981534,0.019797408828290505,Dirtiness,Dirtiness
0,0,0,707,0.0005375494071146245,0.0,0.992277240988622,0.006627664847230065,0.0005575447570332481,0.0,0.0,K_Scratch,K_Scratch
0,0,0,582,0.0,0.0,0.9997142857142857,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,417,0.008246392496392495,0.0,0.9865994949494948,0.005154112554112553,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,374,0.043903688557694484,0.004484549181991637,0.7433876810368923,0.1715610014427482,0.016015385277657626,0.015317555206468249,0.005330139296547966,K_Scratch,K_Scratch
0,0,0,460,0.0006679365079365079,0.0,0.9934035040982409,0.0034110489510489513,0.0,0.0,0.0025175104427736005,K_Scratch,K_Scratch
0,0,0,710,0.005517249847339362,0.0,0.9725492245145112,0.011874624128358144,0.0010363909108794017,0.0,0.009022510598911865,K_Scratch,K_Scratch
0,0,0,467,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,657,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,704,0.0015018351214003385,0.0,0.9479502425203258,0.04801265200382441,0.0005575447570332481,0.0,0.0019777255974159995,K_Scratch,K_Scratch
0,0,0,700,0.00017391304347826085,0.000625,0.9909023852887663,0.007616156910722128,0.0006825447570332481,0.0,0.0,K_Scratch,K_Scratch
0,0,0,668,0.0,0.0,0.9971689754689754,0.002831024531024531,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,351,0.00550195399489169,0.00029457013574660636,0.8753726680955075,0.11332791756054725,0.005178214888632345,0.0003246753246753247,0.0,K_Scratch,K_Scratch
0,0,0,373,0.033577565655918275,0.0009409376571141276,0.8653848061889643,0.0905703699700403,0.006260368535265397,0.002442302929717117,0.0008236490629814091,K_Scratch,K_Scratch
0,0,0,726,0.016462188501287972,0.0,0.9366415859286911,0.04603789223668749,0.0,0.0,0.0008583333333333333,K_Scratch,K_Scratch
0,0,0,616,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,662,0.0,0.0,0.9981919191919192,0.001808080808080808,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,699,0.0,0.0,0.9959917027417027,0.004008297258297258,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,577,0.0,0.0,0.9930351426351427,0.0069648573648573645,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,522,0.0,0.0,0.9958087912087912,0.00419120879120879,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,483,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,515,0.00025,0.0,0.9838752447552447,0.01587475524475524,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,564,0.0004222222222222222,0.000625,0.9931606421356421,0.004736976911976912,0.000325,0.0,0.0007301587301587301,K_Scratch,K_Scratch
0,0,0,549,0.002554901960784314,0.0,0.9839687619569971,0.011961863626569506,0.0005555555555555556,0.0,0.0009589169000933707,K_Scratch,K_Scratch
0,0,0,352,0.06695204706818758,0.024063656750169686,0.1898207005425597,0.5266443435379747,0.17151281823350503,0.0004125874125874126,0.020593846455016197,Other_Faults,K_Scratch
0,0,0,438,0.0,0.0,0.9997142857142857,0.0,0.0,0.0,0.0002857142857142857,K_Scratch,K_Scratch
0,0,0,602,0.0,0.0,0.9993777777777777,0.0006222222222222223,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,422,0.0,0.0,0.9997142857142858,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,465,0.0,0.0,0.9997142857142858,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,594,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,484,0.0,0.0,0.99975,0.00025,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,600,0.0,0.0,0.998906204906205,0.0010937950937950937,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,622,0.0,0.0,0.9997142857142857,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,559,0.006279845693758736,0.0,0.9393271473495636,0.050979573162939745,0.0002843137254901961,0.0,0.003129120068247811,K_Scratch,K_Scratch
0,0,0,647,0.0,0.0,0.9985920634920635,0.0014079365079365078,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,676,0.05550232643393924,0.009225992886679383,0.660026358760939,0.1901040713043226,0.015873980093382433,0.005212485258568177,0.0640547852621697,K_Scratch,K_Scratch
0,0,0,419,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,567,0.09630550463206124,0.007251494265720642,0.37276832034492796,0.42206257755405374,0.010684178945795582,0.014673230878318372,0.07625469337912319,Other_Faults,K_Scratch
0,0,0,541,0.08737870989533789,0.002728269998127871,0.10701200278582496,0.7032287731172715,0.009476640402733461,0.008261098214889883,0.0819145055858138,Other_Faults,K_Scratch
0,0,0,420,0.0666135268597834,0.0045553353565266335,0.17467975918717088,0.5966148232269888,0.016286701205576327,0.012423985253342014,0.12882586891061237,Other_Faults,K_Scratch
0,0,0,469,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,95,0.3711547659936655,0.050388704779700554,0.01701256320201736,0.29148438479512756,0.2439694977011964,0.00428729566712135,0.0217027878611719,Bumps,Pastry
0,0,0,90,0.16294015243031512,0.054920785672912795,0.01910813238804959,0.1883594886019192,0.5600678620213225,0.000446969696969697,0.014156609188511188,Pastry,Pastry
0,0,0,40,0.0820332229840213,0.03700950806830988,0.006888322312437268,0.37000190007421874,0.47730966182816853,0.0001,0.0266573847328444,Pastry,Pastry
0,0,0,149,0.15707555074380167,0.01491311912712505,0.016456642096443205,0.2363811631164138,0.5631157975634029,0.0003529411764705882,0.011704786176342913,Pastry,Pastry
0,0,0,89,0.2592665013173519,0.04083516247135106,0.024644746503905864,0.30415511806619167,0.3484115022396228,0.0018500682324211737,0.02083690116915584,Pastry,Pastry
0,0,0,141,0.21882358111530859,0.07965366528336844,0.003270167638274425,0.3046673364788797,0.3550685777362478,0.00016666666666666666,0.03835000508125526,Pastry,Pastry
0,0,0,52,0.2622388933031309,0.013481340145387466,0.0010298669751301328,0.3549724873569617,0.3015529678293573,0.0,0.06672444439003263,Other_Faults,Pastry
0,0,0,128,0.030273770311803023,0.05807478519284705,0.014087954959371216,0.10336650741639467,0.781014251007275,0.00018181818181818183,0.013000912930490932,Pastry,Pastry
0,0,0,63,0.2833881015066757,0.0036910685552164887,0.0010598583116230176,0.4120578563359122,0.2762417252439342,0.00032163742690058476,0.023239752619738967,Other_Faults,Pastry
0,0,0,36,0.1345501634343455,0.04208573325855194,0.012447032580870916,0.46919931409179877,0.28311278236308046,0.000562169312169312,0.05804280495918334,Other_Faults,Pastry
0,0,0,79,0.047842987314157044,0.06987278507613347,0.04562308378827963,0.2981176853434777,0.4834829514881206,0.0001,0.054960506989831924,Pastry,Pastry
0,0,0,55,0.35302906115555455,0.03696871734549537,0.0016984144186775762,0.2235384196691792,0.3746348712384059,0.0,0.01013051617268815,Pastry,Pastry
0,0,0,56,0.3037180571773926,0.20422081122402277,0.005750366446419078,0.4205220678787066,0.02896484751183566,0.017429613872128682,0.019394235889495005,Other_Faults,Pastry
0,0,0,152,0.09391864425711392,0.0064448957360722075,0.001015909090909091,0.09947369396735768,0.306591243381079,0.0,0.4925556135674683,Z_Scratch,Pastry
0,0,0,20,0.04643683286105402,0.011116142968024295,0.0063872828934683,0.5605443177341363,0.3699322377945084,0.0,0.005583185748808679,Other_Faults,Pastry
0,0,0,210,0.011679364650893791,0.003948525912326071,0.0021190447233925495,0.08115671218558437,0.02033201239299031,0.0,0.8807643401348131,Z_Scratch,Z_Scratch
0,0,0,296,0.007889860846591226,0.0005575757575757576,0.0010219298245614035,0.021379627960532367,0.006010719724954667,0.0,0.9631402858857845,Z_Scratch,Z_Scratch
0,0,0,196,0.02655460074512166,0.002831984532943612,0.0003,0.0981226665382558,0.05203432353274208,0.00033053221288515403,0.8198258924380522,Z_Scratch,Z_Scratch
0,0,0,175,0.012360666777323122,0.0010018975468975469,0.0,0.049294546708955764,0.0071513011515488304,0.0,0.9301915878152742,Z_Scratch,Z_Scratch
0,0,0,307,0.02277312512896037,0.025266738896227384,0.002447791821704865,0.2104317733926552,0.05836585336785229,0.0,0.6807147173925995,Z_Scratch,Z_Scratch
0,0,0,171,0.017524003631910486,0.005326338104396575,0.00011764705882352942,0.10970162477798816,0.06504410301974237,0.0,0.8022862834071389,Z_Scratch,Z_Scratch
0,0,0,215,0.09064422632072267,0.002450516341019774,0.00813503313851611,0.15784293223749785,0.008946621088786926,0.00033986928104575163,0.7316408015924112,Z_Scratch,Z_Scratch
0,0,0,341,0.13105772710146016,0.10257018368793927,0.014474450289196063,0.45535664657007896,0.12708250451787567,0.007159982155007099,0.16229850567844345,Other_Faults,Z_Scratch
0,0,0,264,0.02328377792597489,0.00025,0.002884453781512605,0.05707153709238254,0.006328155265786844,0.0,0.9101820759343433,Z_Scratch,Z_Scratch
0,0,0,222,0.019983495147484237,0.0019125041255987547,0.0016721850613154957,0.08800434120994681,0.012158949413708648,0.0005454545454545454,0.8757230704964915,Z_Scratch,Z_Scratch
0,0,0,277,0.023698485146193448,0.0,0.00015384615384615385,0.03268427708261335,0.006429894966362863,0.0,0.9370334966509837,Z_Scratch,Z_Scratch
0,0,0,272,0.027080244370302913,0.0013425324675324674,0.0071478668674320855,0.09038349549950513,0.003197938227922748,0.0009868814192343606,0.8698610411480703,Z_Scratch,Z_Scratch
0,0,0,221,0.043100391637675296,0.004534645006833913,0.0017232836994446903,0.1774392074456992,0.06845485129924692,0.0019938596491228073,0.702753761261977,Z_Scratch,Z_Scratch
0,0,0,338,0.1299463829801514,0.026586115062374908,0.012517918455042933,0.643340408647526,0.11873025844572628,0.004748793473246683,0.06413012293593119,Other_Faults,Z_Scratch
0,0,0,162,0.07076398392803358,0.0006658585858585858,0.0015446127946127945,0.08817641548134894,0.009177812546706928,0.0002,0.8294713166634394,Z_Scratch,Z_Scratch
0,0,0,199,0.18969327524018023,0.009149820895478791,0.004033087263613579,0.3436207413973993,0.03603655538829672,0.011395465772654828,0.4060710540423768,Z_Scratch,Z_Scratch
0,0,0,192,0.14171120013127522,0.013752159087752706,0.0006550420168067227,0.22888708005493108,0.14305234556424168,0.0008798683784658538,0.4710623047665271,Z_Scratch,Z_Scratch
0,0,0,176,0.04536405272800614,0.00449940355940356,0.002078896279159437,0.10870107069685081,0.054337624740614376,0.0003762962962962963,0.7846426556996696,Z_Scratch,Z_Scratch
0,0,0,265,0.005617648647175501,0.002510163749294184,0.0007439613526570049,0.0323431687732923,0.007292084692278712,0.0,0.9514929727853024,Z_Scratch,Z_Scratch
0,0,0,759,0.026694694521165088,0.0,0.03093501572558846,0.13512173166874414,0.003353724053724053,0.8027337229196679,0.001161111111111111,Stains,Stains
0,0,0,760,0.0336073074758059,0.0,0.06275149183290046,0.1484917648708363,0.002365268065268065,0.7520008344218566,0.0007833333333333333,Stains,Stains
0,0,0,764,0.03137238642792821,0.0008,0.08417510034914062,0.16061055913585345,0.004348666888666889,0.7181710649761893,0.0005222222222222221,Stains,Stains
0,0,0,741,0.6115199390980152,0.015014300772987859,0.008046843289151505,0.2790955152979088,0.04811583282922349,0.01955589360472538,0.01865167510798703,Bumps,Stains
0,0,0,766,0.00816034707690718,0.0002608695652173913,0.03692100790513834,0.06762694763747194,0.0008676470588235294,0.8840532063318897,0.0021099744245524294,Stains,Stains
0,0,0,799,0.017367831930138425,0.0026498148909913613,0.04300739682803147,0.09507814898322643,0.0023065656565656564,0.8371112618329957,0.002478979878051086,Stains,Stains
0,0,0,752,0.004376852387378703,0.001691208791208791,0.021594531309763496,0.03914344831810775,0.007440587517058106,0.9257533716764833,0.0,Stains,Stains
0,0,0,749,0.0019972729025360607,0.0009090909090909091,0.015610053280053281,0.015795794760794762,0.0004968253968253969,0.9651909627506995,0.0,Stains,Stains
0,1,0,871,0.08035861698335506,0.004743709983973142,0.03460639586387399,0.8018652440389518,0.05556335299929493,0.0022957926604985426,0.020566887470052763,Other_Faults,Bumps
0,1,0,1252,0.46368670487997343,0.004642273760624144,0.05166651649194277,0.39312796611216616,0.07966432860898398,0.0009567042978807685,0.006255505848428853,Bumps,Bumps
0,1,0,1213,0.8968154385756941,0.002226148147107227,0.0013759332454984627,0.08821542646375476,0.0016997113997113994,0.00021052631578947367,0.00945681585244447,Bumps,Bumps
0,1,0,912,0.7619487527141102,0.004552645871699581,0.0012258454106280191,0.1957476133214539,0.028613227660276377,0.0035947421773273166,0.004317172844504921,Bumps,Bumps
0,1,0,1100,0.0959404708719938,0.02905957726181563,0.04511651787897916,0.6367740635338857,0.16540337260174906,0.009372211376215954,0.01833378647536137,Other_Faults,Bumps
0,1,0,1081,0.1431872599694219,0.03145139729965044,0.010971185482414533,0.488703589487445,0.30700377061408773,0.0007131313131313131,0.017969665833849652,Other_Faults,Bumps
0,1,0,1151,0.36910026715416283,0.012793352054634865,0.15513673933117333,0.34649843190570195,0.03532085319304147,9.523809523809523e-05,0.08105511826604801,Bumps,Bumps
0,1,0,885,0.12583427332465325,0.024944720638539444,0.188031368539081,0.5739929547094221,0.042443126917727975,0.006765000950202189,0.03798855492037413,Other_Faults,Bumps
0,1,0,1044,0.44156783400798,0.005217153136270109,0.0014144085446717025,0.4613256890664391,0.07715597219713922,0.0007514323911382736,0.012567510656361773,Other_Faults,Bumps
0,1,0,1014,0.4170087536564516,0.022349851224257644,0.0002,0.40462559283425903,0.043337667895646276,0.006065868904057758,0.10641226548532835,Bumps,Bumps
0,1,0,1154,0.4922541389396099,0.014279332742209298,0.007756443338796278,0.4118330222713741,0.024442978863640445,0.002497594997594998,0.046936488846774885,Bumps,Bumps
0,1,0,908,0.7429646718219982,0.004420809388202756,0.00047884615384615386,0.21257707393089828,0.032270935781546294,0.0009705882352941176,0.006317074688214857,Bumps,Bumps
0,1,0,1079,0.3106877952350654,0.010444799536212577,0.02549805053305466,0.3640418269714655,0.04354627109066393,0.23519088195656557,0.010590374676972469,Other_Faults,Bumps
0,1,0,955,0.6672200954213195,0.008800150443766048,0.0008143939393939393,0.27856182670359164,0.03743488599077844,0.0022887505382847956,0.004879896962865733,Bumps,Bumps
0,1,0,982,0.43379844623611247,0.08098953966240555,0.008294092012468833,0.3913564236558939,0.03556524607731205,0.023149314323660825,0.026846938032146713,Bumps,Bumps
0,1,0,1236,0.4708648629056466,0.0057653659412482934,0.001423667733232951,0.4084840485932583,0.0064377443287034096,0.0017692564745196324,0.10525505402339096,Bumps,Bumps
0,1,0,918,0.46455910814565987,0.009028328737414751,0.0043309986885481586,0.26866209061494845,0.24086116280338513,0.0002666666666666667,0.012291644343377418,Bumps,Bumps
0,1,0,1028,0.7279152500417134,0.008519759178318875,0.0037100890570072155,0.24163174438733376,0.005132608549449981,0.0002857142857142857,0.012804834500463116,Bumps,Bumps
0,1,0,1036,0.45598347271421824,0.003908788600908672,0.0005668016194331984,0.4668832745346001,0.062127702190432336,0.0002490842490842491,0.010280876091323658,Other_Faults,Bumps
0,1,0,1118,0.3560074468511132,0.010235802870110649,0.03583131789401575,0.49839298940558957,0.03227747794569781,0.033530924216311556,0.03372404081716191,Other_Faults,Bumps
0,1,0,971,0.18097819077368438,0.2962965507358136,0.04406262801953207,0.2532428320861588,0.1781440923112337,0.003767300445650342,0.04350840562792761,Dirtiness,Bumps
0,1,0,1057,0.5410928301040439,0.005712639141210998,0.00013333333333333334,0.39788187352404797,0.03272400684761247,0.005525074135119902,0.01693024291463112,Bumps,Bumps
0,1,0,973,0.44580419951956035,0.02843780455317404,0.05880968027088655,0.33447434131878867,0.05765923336947684,0.022632965562753914,0.05218177540535926,Bumps,Bumps
0,1,0,1127,0.16451415628373375,0.0129470224105673,0.017599290564981097,0.7471424554997299,0.017209690556822064,0.008579914441638834,0.032007470242527314,Other_Faults,Bumps
0,1,0,1227,0.8610789161802109,0.004134374916075683,0.0009910282953761215,0.11713544019503093,0.0024248514557338088,0.00021052631578947367,0.014024862641782817,Bumps,Bumps
0,1,0,1267,0.37602449247871705,0.009648911588553532,0.015713753835641033,0.4953332094214565,0.020470158279251208,0.001633571805768602,0.08117590259061234,Other_Faults,Bumps
0,1,0,879,0.45335891398522365,0.01094732228161496,0.038043783685243686,0.40741624041798896,0.07739321354964183,0.010648343123028139,0.0021921829572590108,Bumps,Bumps
0,1,0,930,0.6214440649471681,0.009361887272551559,0.02114501838400235,0.23653527708030847,0.02810483502523211,0.0,0.08340891729073789,Bumps,Bumps
0,1,0,1063,0.4484289171664595,0.001718985220146211,0.0038927655677655675,0.46458271933406875,0.06364887014114262,0.001428201385817485,0.01629954118459974,Other_Faults,Bumps
0,1,0,963,0.5003982415188046,0.005193025814217093,0.006701554149126687,0.4076986317140819,0.0522704886514471,0.007306914808943903,0.02043114334337868,Bumps,Bumps
0,1,0,951,0.28158987376289857,0.001298855937663987,0.011761885441276343,0.5923889595828878,0.0953234572361876,0.00023026315789473684,0.017406704881191094,Other_Faults,Bumps
0,1,0,924,0.627582172843911,0.004383066014690056,0.001704960894413227,0.27192606273725,0.08354816750220168,0.0005736263736263736,0.010281943633907558,Bumps,Bumps
0,1,0,945,0.719669329799713,0.013461727610294712,0.000125,0.21119297799618914,0.041431234497045485,0.002721656611362494,0.01139807348539547,Bumps,Bumps
0,1,0,1115,0.30865319956959003,0.006929047526709393,0.07297909187511754,0.5315593974041423,0.015186866170054346,0.011006923276690405,0.053685474177696764,Other_Faults,Bumps
0,1,0,910,0.7346019847818999,0.0029756265486107995,0.0009166666666666666,0.19022462534457016,0.06339012582761003,0.0024644478844169245,0.005426522946226134,Bumps,Bumps
0,1,0,892,0.2576596411366632,0.014641798808672243,0.0029507912457912458,0.24361052027345817,0.453038108860871,0.00045555555555555556,0.027643584118988946,Pastry,Bumps
0,1,0,938,0.5012618973603138,0.011797728861378068,0.001394760077944221,0.27274311996647205,0.18862892532539585,0.0012161384509210595,0.022957429957574695,Bumps,Bumps
0,1,0,972,0.32640776846736314,0.029583794230763866,0.0704355381643961,0.4092280937225985,0.08028468309361197,0.025828978394474192,0.058231143926792066,Other_Faults,Bumps
0,1,0,1145,0.6650160163107836,0.0006349206349206349,0.03476444445912613,0.25587283524144194,0.03526469002304438,0.0,0.008447093330683317,Bumps,Bumps
0,1,0,1140,0.6992729701778191,0.005892801679906268,0.016515876687164206,0.22758857580898617,0.02603282429340849,0.0,0.024696951352715924,Bumps,Bumps
0,1,0,893,0.6684720926975807,0.00732798687998311,0.0002222222222222222,0.2258984216001673,0.08251943688157681,0.007548832213538095,0.008011007504932173,Bumps,Bumps
0,1,0,1507,0.05909152080311275,0.02532262433029695,0.02834585841967821,0.8010041715931362,0.05326299233949401,0.0015035714285714283,0.03146926108571027,Other_Faults,Other_Faults
0,1,0,1424,0.6817952826070607,0.0008764285714285714,0.003975637132035925,0.2539863579497216,0.011198988642228869,0.0008553968253968253,0.04731190827212782,Bumps,Other_Faults
0,1,0,1785,0.07456056654442313,0.009759038269951581,0.03100850399784395,0.8555547543447883,0.00682938355504145,0.005899443933449068,0.016388309354502525,Other_Faults,Other_Faults
0,1,0,1389,0.15519556579025967,0.023345492274577787,0.04932994292611947,0.7079661390540687,0.03108944835607786,0.008481920054564421,0.02459149154433194,Other_Faults,Other_Faults
0,1,0,1316,0.19214344002071646,0.008095276227240154,0.058629355783585135,0.6806491181987729,0.036232574621501805,0.008020006008783099,0.016230229139401295,Other_Faults,Other_Faults
0,1,0,1727,0.12252042096323813,0.008253979420991804,0.045588541064262925,0.7489327454499372,0.04810239082335597,0.0031236019085160963,0.02347832036969874,Other_Faults,Other_Faults
0,1,0,1412,0.3546027462380515,0.003957249733410724,0.0013626444874728627,0.5662522782892276,0.05726297930817381,0.002812755167537776,0.013749346776125618,Other_Faults,Other_Faults
0,1,0,1396,0.10455084211147428,0.02794466797078722,0.09311684474303127,0.5553334684300987,0.19900838742992238,0.0030944198732124426,0.01695136944147401,Other_Faults,Other_Faults
0,1,0,1630,0.3048542809202352,0.006739983517103588,0.003273849531263719,0.4207995522362904,0.24842014529897435,0.0011882253711201082,0.014723963125013062,Other_Faults,Other_Faults
0,1,0,1789,0.32333983583944736,0.023891457366561692,0.0028432303334780117,0.34430862331129436,0.169430853303629,0.005063758741420607,0.13112224110416942,Other_Faults,Other_Faults
0,1,0,1444,0.45335085332723873,0.006651002584326763,0.03586246739396277,0.4444102144865191,0.024872485417197537,0.0016957147771389258,0.03315726201361657,Bumps,Other_Faults
0,1,0,1506,0.08815558579047275,0.009952266273047334,0.028229195100453002,0.794947994448182,0.04288654603135554,0.004126723509137696,0.031701688847352125,Other_Faults,Other_Faults
0,1,0,1796,0.1926633899033054,0.0347624354760618,0.05188243007072222,0.494974585169915,0.021916143725580386,0.16665455454070877,0.03714646111370654,Other_Faults,Other_Faults
0,1,0,1838,0.03992998720616824,0.010077997151627183,0.09100954700889392,0.8281602375835867,0.011000979934848557,0.0019048340548340548,0.0179164170600417,Other_Faults,Other_Faults
0,1,0,1854,0.0562533026121648,0.01749778988183185,0.00884045284780579,0.8878061317460696,0.011178880819112481,0.010189128553920634,0.008234313539095475,Other_Faults,Other_Faults
0,1,0,1649,0.37743231956503004,0.038254567905646415,0.00874789876514705,0.4565583645683436,0.07120262527017712,0.020301992262709047,0.027502231662946762,Other_Faults,Other_Faults
0,1,0,1814,0.3353139406603523,0.01927809873207306,0.005443563066666531,0.4692329381615805,0.13766434650713114,0.0017206077805923007,0.03134650509160401,Other_Faults,Other_Faults
0,1,0,1408,0.43414893981118,0.004494847782076884,0.00364807895922447,0.4732345323869683,0.05365082317616577,0.004475650256176572,0.026347127628208518,Other_Faults,Other_Faults
0,1,0,1700,0.0282325658379257,0.03236563670733478,0.024231150045120962,0.8248437253117584,0.07423291880219066,0.0010063714063714064,0.015087631889298373,Other_Faults,Other_Faults
0,1,0,1862,0.10296516010878425,0.009327916377480924,0.005478792268838036,0.756849321306765,0.07601372737425886,0.0023712207332896988,0.046993861830582934,Other_Faults,Other_Faults
0,1,0,1334,0.07861029470041384,0.005932891719563548,0.022421343845925874,0.8444005381323934,0.031087111008224217,0.003647814028077185,0.01390000656540231,Other_Faults,Other_Faults
0,1,0,1390,0.08295644208916728,0.0025486436269044964,0.4306621818876617,0.4523142277330885,0.014485713330954952,0.0004895104895104895,0.016543280842712126,Other_Faults,Other_Faults
0,1,0,1645,0.13964396842082405,0.09934958834187375,0.015500117267530776,0.43346954795934833,0.2942320660764363,0.004988728102911406,0.012815983831076206,Other_Faults,Other_Faults
0,1,0,1774,0.09083201821814989,0.004866719295122848,0.04075542728874563,0.8027471666461629,0.004310785908726413,0.008016591238380217,0.0484712914047127,Other_Faults,Other_Faults
0,1,0,1666,0.30275364594133897,0.012939900653481218,0.019958310541405164,0.5697948127639454,0.017534763521378994,0.005462417053639291,0.07155614952481122,Other_Faults,Other_Faults
0,1,0,1556,0.11748798132452397,0.017970424642835464,0.1742388836946372,0.5994201546007387,0.048253871063353666,0.03159338475404634,0.011035299919864463,Other_Faults,Other_Faults
0,1,0,1268,0.4497128816661772,0.0038589280284932457,0.06271234686739888,0.43003474623007654,0.04486583140652676,0.004185581240262555,0.00462968456106466,Bumps,Other_Faults
0,1,0,1729,0.02624788760550792,0.0026368897937504424,0.05544701029593226,0.8835439756642307,0.014277332175659,0.004971213264782571,0.012875691200137476,Other_Faults,Other_Faults
0,1,0,1913,0.1292785303765211,0.0027380273743546047,0.05210267250216541,0.7491260097291539,0.004867122434257985,0.027182373724872696,0.034705263858674125,Other_Faults,Other_Faults
0,1,0,1671,0.42463834276322776,0.0051288373164204365,0.0010880587833219412,0.46667521350134644,0.015402289758894275,0.0019169958696274485,0.0851502620071621,Other_Faults,Other_Faults
0,1,0,1628,0.645360188256217,0.012957512462834175,0.00013333333333333334,0.2605279583674538,0.07419012666954453,0.00034055727554179566,0.006490323635075284,Bumps,Other_Faults
0,1,0,1605,0.5121240456285756,0.00387775067038225,0.017238079789748128,0.4005447532927409,0.026064253148927463,0.0008520146520146521,0.039299102817611044,Bumps,Other_Faults
0,1,0,1923,0.10560648660012799,0.008365340095187686,0.10302726724345956,0.7185126109335541,0.019873774185886366,0.004610050575947736,0.040004470365837486,Other_Faults,Other_Faults
0,1,0,1311,0.08333876193153239,0.019550573347764125,0.007885310075004214,0.38627400970749354,0.495123681027953,0.0,0.007827663910252788,Pastry,Other_Faults
0,1,0,1675,0.3018571728624251,0.006968938293791614,0.0021126870205817575,0.6102634529912524,0.04879201441304628,0.004041221449763648,0.02596451296913831,Other_Faults,Other_Faults
0,1,0,1293,0.04084644425946674,0.0059575478271298695,0.009142768506003799,0.7007112221143371,0.23649161721059958,0.0005909090909090909,0.006259490991553552,Other_Faults,Other_Faults
0,1,0,1799,0.23347159683116903,0.00291643392449844,0.0010565215176979884,0.5861597736662985,0.03845322818908519,0.0055155203761853375,0.13242692549506593,Other_Faults,Other_Faults
0,1,0,1479,0.03575244797901104,0.018560199579439714,0.021637295843704506,0.7883816290335628,0.10984577128558937,0.0024322510822510817,0.023390405196441717,Other_Faults,Other_Faults
0,1,0,1704,0.018163248759687407,0.0258636938974505,0.03500808236117092,0.7970631278055897,0.08493964943291964,0.0,0.03896219774318161,Other_Faults,Other_Faults
0,1,0,1653,0.2418228437016836,0.012859566264781267,0.03257874018621536,0.5496724327251833,0.12065578315707197,0.006744820403643261,0.035665813561421025,Other_Faults,Other_Faults
0,1,0,1559,0.4076302126910154,0.015939408035147287,0.001952692448216745,0.4819478532384382,0.044920131003258715,0.0021209218232747643,0.045488780760649064,Other_Faults,Other_Faults
0,1,0,1606,0.5513313313981727,0.017871423647221194,0.0008148976982097186,0.21568080209298016,0.2033430659521704,0.0011619047619047618,0.009796574449341306,Bumps,Other_Faults
0,1,0,1367,0.09692941990286405,0.016359041700761683,0.004247517741154166,0.836170839181656,0.027362227411448167,0.006672732907824439,0.012258221154292141,Other_Faults,Other_Faults
0,1,0,1388,0.1110120177518563,0.024648530491004076,0.03186639673578377,0.7794858013100705,0.00982733927517756,0.016535672509763906,0.026624241926343127,Other_Faults,Other_Faults
0,1,0,1935,0.08353926729522679,0.0026165991097025576,0.12693853803861896,0.742641657216545,0.004277564752195625,0.004662618266454583,0.0353237553212567,Other_Faults,Other_Faults
0,1,0,1537,0.13188378696392575,0.07243674322763317,0.0021184415584415586,0.7369265265850146,0.032152600335880036,0.009795134793166833,0.014686766535938214,Other_Faults,Other_Faults
0,1,0,1794,0.41787607471201027,0.024918607003907217,0.0002774327122153209,0.4112399102433993,0.11137962636201724,0.0020509613382833198,0.032257387628167725,Bumps,Other_Faults
0,1,0,1295,0.14302339711982437,0.0031380034542714576,0.06856913223353522,0.6487113767513034,0.12479684061704571,0.0010194878221194011,0.010741762001901318,Other_Faults,Other_Faults
0,1,0,1387,0.10054716013411905,0.012668326261233955,0.0662145976977361,0.7892271084862128,0.009641093860182652,0.006954947215330847,0.014746766345184705,Other_Faults,Other_Faults
0,1,0,1485,0.043501000001031825,0.01225416713828142,0.010313480642497421,0.77238690577409,0.1506910694292063,0.00014285714285714284,0.010710519872035553,Other_Faults,Other_Faults
0,1,0,1874,0.1727355106145438,0.0417026543317847,0.006744657419401665,0.7109392139680941,0.023983988364753482,0.0007978937728937728,0.04309608152852806,Other_Faults,Other_Faults
0,1,0,1523,0.05237166581781909,0.07601794865901156,0.032520220670220326,0.662162681742054,0.11344007167094938,0.002232712462975621,0.06125469897697011,Other_Faults,Other_Faults
0,1,0,1812,0.15788609528249695,0.056648276179572944,0.06201348594730562,0.6415968315540179,0.013474448012872512,0.03978486041190675,0.028596002611827077,Other_Faults,Other_Faults
0,1,0,1888,0.16967060363374598,0.005450410465299587,0.012770575787787388,0.6316316243358973,0.14600322629179374,0.0009107142857142857,0.0335628451997618,Other_Faults,Other_Faults
0,1,0,1608,0.5990948712677245,0.0011654610869007154,0.000936904761904762,0.3122479615632557,0.0721650411722202,0.0034940559440559435,0.010895704203938818,Bumps,Other_Faults
0,1,0,1423,0.43957665567220006,0.019748603048813596,0.0034450080144874193,0.4536454306507414,0.008451527627634776,0.0024637305164536285,0.07266904446966943,Other_Faults,Other_Faults
0,1,0,1755,0.03760940759240597,0.002505857853054649,0.005537444804937065,0.2780818875346663,0.035462095146048284,0.0010676923076923077,0.6397356147611951,Z_Scratch,Other_Faults
0,1,0,1418,0.3213233633240317,0.003844373771833726,0.003161118219012956,0.1851185160141893,0.06374386002825431,0.0024211435821921753,0.4203876250604857,Z_Scratch,Other_Faults
0,1,0,1308,0.3227236438077729,0.04215664589577026,0.004520830424666742,0.37261454210022676,0.2325973496397433,0.0007196078431372549,0.024667380288682986,Other_Faults,Other_Faults
0,1,0,1561,0.13833498341077266,0.009326727528083745,0.0660678276182424,0.6598962310927868,0.036617735248332096,0.0586405975226035,0.031115897579178858,Other_Faults,Other_Faults
0,1,0,1517,0.06841376471330005,0.012155978649302153,0.003294767919596295,0.6204213733705546,0.24222095648893538,0.00023999999999999998,0.053253158858311646,Other_Faults,Other_Faults
0,1,0,1797,0.23065595468138117,0.0009013347763347764,0.001007922077922078,0.6222348399646163,0.022729245086511866,0.005119332880816257,0.11735137053241763,Other_Faults,Other_Faults
0,1,0,1282,0.38682745718264644,0.0038133238028399312,0.020526349146931994,0.4900576474805718,0.08445934950073647,0.0005031512605042016,0.013812721625769367,Other_Faults,Other_Faults
0,1,0,1674,0.15663929261947768,0.1016580544321302,0.030225637745817803,0.31697081698866325,0.3269500436870364,0.0020643929578520377,0.06549176156902317,Pastry,Other_Faults
0,1,0,1680,0.16591862679751648,0.01659942341650512,0.00876160197669149,0.389781529921258,0.03766547222600863,0.0,0.3812733456620204,Other_Faults,Other_Faults
0,1,0,1903,0.08898126453497258,0.025550999312279426,0.0006767676767676768,0.8528591650845144,0.009172249685773225,0.013313845136507,0.009445708569186155,Other_Faults,Other_Faults
0,1,0,1409,0.5163094155815959,0.004377738570339189,0.0041469798317624405,0.39692065643492214,0.06903501192625056,0.002333933986550086,0.006876263668579778,Bumps,Other_Faults
0,1,0,829,0.15934281931675895,0.2864930496042658,0.029630232196342195,0.3833327052835894,0.06089197363138338,0.0314739009553145,0.04883531901234641,Other_Faults,Dirtiness
0,1,0,814,0.09541201962978335,0.21459220989026986,0.006910152982303339,0.4700256929513432,0.17026623410612376,0.000962247690838349,0.04183144274933852,Other_Faults,Dirtiness
0,1,0,856,0.019432002350691167,0.8227529679190202,0.0038431148646002598,0.06678251745571383,0.0643877404829887,0.0015314596949891068,0.02127019723199739,Dirtiness,Dirtiness
0,1,0,862,0.12864683437596608,0.5280415841538774,0.0028948944515797387,0.20106937087690932,0.12348544808816657,0.004005712065712066,0.011856155987788969,Dirtiness,Dirtiness
0,1,0,861,0.1178996646044315,0.5162661060844862,0.003184982341808294,0.23209553417041556,0.10286492109996236,0.0049860132460132454,0.022702778452882762,Dirtiness,Dirtiness
0,1,0,721,0.020479847043669903,0.0007199999999999999,0.9516542892323765,0.023628165254552566,0.0008053724053724053,0.0,0.0027123260640288505,K_Scratch,K_Scratch
0,1,0,607,0.0,0.0,0.9899058981953721,0.01009410180462812,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,572,0.07686124774074009,0.006181439950322033,0.4162433506703966,0.4014115509885877,0.011273207605113309,0.010074788297930716,0.07795441474690974,K_Scratch,K_Scratch
0,1,0,530,0.004397428032998096,0.0,0.9462659231196708,0.04752631530477269,0.0002857142857142857,0.0,0.0015246192568443206,K_Scratch,K_Scratch
0,1,0,562,0.0008571428571428571,0.0,0.991249937801662,0.006702443150719012,0.0,0.0,0.0011904761904761904,K_Scratch,K_Scratch
0,1,0,655,0.0,0.0,0.9972337301587302,0.002766269841269841,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,692,0.0,0.0,0.9688015672700191,0.031198432729980703,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,490,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,403,0.0377671776131966,8.695652173913043e-05,0.8098962645077163,0.14018429378237574,0.006706580149035391,0.0,0.005358727425937009,K_Scratch,K_Scratch
0,1,0,705,0.0018262939958592131,0.0,0.9747434922715521,0.021405594475744555,0.00025,0.0,0.0017746192568443208,K_Scratch,K_Scratch
0,1,0,446,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,555,0.006490112605421531,8e-05,0.9497392186682652,0.040450041020685314,0.0015684848484848483,0.0,0.0016721428571428569,K_Scratch,K_Scratch
0,1,0,610,0.0,0.0,0.9984999999999998,0.0014999999999999998,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,658,0.0,0.0,0.9967529415029416,0.003247058497058497,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,601,0.0,0.0,0.9967765290265289,0.0032234709734709735,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,406,0.0036968253968253967,0.0,0.9706819794584497,0.01927097869450811,0.0019277777777777778,0.0,0.004422438672438672,K_Scratch,K_Scratch
0,1,0,719,0.01551978684243323,0.0007199999999999999,0.9571844073225351,0.02364730509600478,0.0007196581196581196,0.0,0.002208842619368935,K_Scratch,K_Scratch
0,1,0,731,0.03716330051366797,0.0009242424242424242,0.8677787413281446,0.07742914667981098,0.0110649555999556,0.0,0.005639613454178671,K_Scratch,K_Scratch
0,1,0,569,0.00018181818181818183,0.0,0.9722310029839442,0.026798289945348778,0.0,0.0,0.0007888888888888889,K_Scratch,K_Scratch
0,1,0,523,0.05498543325759949,0.0029035462926037367,0.7046799148273817,0.1803698551869749,0.016917391834769674,0.0013368151147098515,0.03880704348596044,K_Scratch,K_Scratch
0,1,0,506,0.0006683186094950802,0.0,0.9948496521108752,0.004014496812097431,0.0002857142857142857,0.0,0.00018181818181818183,K_Scratch,K_Scratch
0,1,0,639,0.0,0.0,0.9968548712725182,0.0031451287274816687,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,663,0.0,0.0,0.9976149159663865,0.0023850840336134453,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,462,0.00022875816993464052,0.0,0.9824313725490196,0.01265141329258976,0.0009357142857142857,0.0,0.0037527417027417025,K_Scratch,K_Scratch
0,1,0,702,0.0008214285714285714,0.0,0.9731026215992468,0.026075949829324437,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,625,0.0,0.0,0.9959942301592456,0.004005769840754361,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,722,0.014159508260543394,0.0007199999999999999,0.9620386266468309,0.01959499518653375,0.0010923289271115358,0.0,0.0023945409789803383,K_Scratch,K_Scratch
0,1,0,634,0.0,0.0,0.9896142631963841,0.010385736803616057,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,408,0.03797711416786999,8.695652173913043e-05,0.8213584261335001,0.12999250940576162,0.005922266423545196,0.0,0.0046627273475839896,K_Scratch,K_Scratch
0,1,0,443,0.00413719593100398,0.0,0.9745784552908392,0.017711044304852354,0.0028248196248196245,0.0,0.0007484848484848486,K_Scratch,K_Scratch
0,1,0,683,0.0,0.0,0.9736374560888028,0.026362543911197144,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,493,0.0006766917293233082,0.0,0.9987180451127818,0.0006052631578947369,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,501,0.003496634382204446,0.0,0.9441846564571964,0.05050837561804043,0.0002857142857142857,0.0,0.0015246192568443206,K_Scratch,K_Scratch
0,1,0,671,0.0006000000000000001,0.0,0.9590906983590884,0.040109301640911525,0.0002,0.0,0.0,K_Scratch,K_Scratch
0,1,0,450,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,495,0.0,0.0,0.9997272727272728,9.090909090909092e-05,0.0,0.0,0.00018181818181818183,K_Scratch,K_Scratch
0,1,0,519,0.0,0.0,0.976622414840062,0.023377585159938107,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,496,0.00022875816993464052,0.0,0.9985951532128002,0.0007085561497326203,0.0002857142857142857,0.0,0.00018181818181818183,K_Scratch,K_Scratch
0,1,0,520,0.00015384615384615385,0.0,0.9889239369763366,0.010922216869817487,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,109,0.381851306352848,0.09623068200727844,0.005685887883698003,0.3614306867523285,0.13013651418311367,0.012054413478567847,0.012610509342165689,Bumps,Pastry
0,1,0,45,0.2686224875652076,0.01811627088306318,0.00746249268203453,0.2722530477095943,0.412303403382372,0.0002857142857142857,0.020956583492014597,Pastry,Pastry
0,1,0,44,0.3119136543126602,0.013540914051498919,0.0029930241006556795,0.300936935861877,0.3253327979922211,0.0007282828282828282,0.04455439085280458,Pastry,Pastry
0,1,0,15,0.058369376175830975,0.05757589482736994,0.029107369288307372,0.32383522660050507,0.48240595682328896,0.0003116123642439432,0.048394563920454464,Pastry,Pastry
0,1,0,139,0.11160896114845795,0.06245066684744835,0.006707993071350857,0.4163905507345244,0.3789450860273869,0.0045959273097044,0.019300814861127225,Other_Faults,Pastry
0,1,0,23,0.04362713479937224,0.014297241571273154,0.004941909628123202,0.4308925169700389,0.4987253883274237,0.0,0.0075158087037690965,Pastry,Pastry
0,1,0,144,0.696715530574686,0.009776211508637998,0.021126596344819854,0.2304744678813672,0.024313708071757777,0.014205437255235378,0.0033880483634959333,Bumps,Pastry
0,1,0,41,0.14503275441366734,0.08458841038370654,0.01082485768119385,0.2689264914054304,0.46275418439155286,0.0012034186256154223,0.026669883098833818,Pastry,Pastry
0,1,0,87,0.18865592344879276,0.018853254666443515,0.011992371032671393,0.1716020800602818,0.5947798666470723,0.00038181818181818184,0.013734685962920583,Pastry,Pastry
0,1,0,83,0.028853349652099493,0.024004665128697297,0.1541358206186386,0.4333813549794602,0.2561409212278189,0.00021052631578947367,0.10327336207749642,Other_Faults,Pastry
0,1,0,11,0.04634098690872802,0.044336496318636086,0.02427376964943393,0.685542529726011,0.15987078937468768,0.0007148692810457517,0.038920558741457695,Other_Faults,Pastry
0,1,0,122,0.042341850913703245,0.012533738489235492,0.002572965922965923,0.16977087955947637,0.7625743921771372,8.333333333333333e-05,0.010122839604148172,Pastry,Pastry
0,1,0,77,0.25066498059045317,0.0094918036878543,0.00026495726495726497,0.20246859579599147,0.1773490470981144,0.0001111111111111111,0.3596495044515184,Z_Scratch,Pastry
0,1,0,35,0.17010621100239587,0.12692199176640356,0.0192045178420796,0.19904902378448464,0.4801086859473388,0.0028390421455938694,0.0017705275117039824,Pastry,Pastry
0,1,0,13,0.05569808224450302,0.034938699730655345,0.013792469007762454,0.32268096483247366,0.5631923365303775,0.0,0.009697447654228097,Pastry,Pastry
0,1,0,112,0.03218643361651401,0.01560757348420119,0.005837666573192887,0.35784390062182403,0.5796785770743755,0.0,0.008845848629891939,Pastry,Pastry
0,1,0,321,0.019961232678893864,0.002499337581922721,0.0008117167919799497,0.14519960128576395,0.017895692736492302,0.0,0.8136324189249473,Z_Scratch,Z_Scratch
0,1,0,303,0.01014263914204768,0.00018181818181818183,0.00017391304347826085,0.02112086467326886,0.023519428627168645,0.0,0.9448613363322186,Z_Scratch,Z_Scratch
0,1,0,217,0.03360482504261815,0.003728640511535248,0.05540846377731405,0.32996437576038523,0.05819572531811956,0.00018181818181818183,0.5189161514082101,Z_Scratch,Z_Scratch
0,1,0,337,0.10947239691778081,0.005213272595175274,0.14535575175612628,0.5907928095257867,0.0065209050830864,0.013841027646319073,0.12880383647572557,Other_Faults,Z_Scratch
0,1,0,228,0.06561110795007079,0.0003333333333333333,0.002704625616328403,0.06554116871241071,0.004305165692007796,0.0005052631578947368,0.8609993355379542,Z_Scratch,Z_Scratch
0,1,0,249,0.41305603863710794,0.006761821241397944,0.001959092249339927,0.27783307721371225,0.0284181214389345,0.0010010084033613444,0.2709708408161459,Bumps,Z_Scratch
0,1,0,184,0.0678063957545772,0.00024333333333333336,0.5342054216767068,0.28046205779373035,0.016533354657765325,0.0,0.1007494367838872,K_Scratch,Z_Scratch
0,1,0,274,0.0681932931230598,0.0023466709307522773,0.0015434565434565433,0.19811564737239662,0.012254300060669741,0.0011618181818181818,0.7163848137878469,Z_Scratch,Z_Scratch
0,1,0,207,0.0488438254162709,0.0035397315215258403,0.003886122870688088,0.09748766773854789,0.021084366983854307,0.00040669856459330146,0.8247515869045193,Z_Scratch,Z_Scratch
0,1,0,285,0.05199037411797359,0.0024341377001425458,0.0026208105619870328,0.16209251633730584,0.034518217760465424,0.0008612987012987012,0.7454826448208263,Z_Scratch,Z_Scratch
0,1,0,293,0.07460799940306878,0.0,0.0005497076023391812,0.1738658538166431,0.01700234080580028,0.0011194805194805195,0.7328546178526686,Z_Scratch,Z_Scratch
0,1,0,255,0.16101577058929595,0.0013603098655730235,0.0016385955831608,0.17406779083559268,0.014223034602535206,0.0029916971916971917,0.6447028013321451,Z_Scratch,Z_Scratch
0,1,0,251,0.1261603946313575,0.0018001367053998632,0.0017482739457338999,0.253751884721,0.018494170232931838,0.005635013026189496,0.5924101267373871,Z_Scratch,Z_Scratch
0,1,0,331,0.08646092268154751,0.002397968342735472,0.24785794536245415,0.5015446075324469,0.00518831905252184,0.007240346762389433,0.14930989026590458,Other_Faults,Z_Scratch
0,1,0,329,0.35703872122376246,0.005618286108331876,0.0016549706048427275,0.34530020744370216,0.13675304611644973,0.007159404484603704,0.1464753640183081,Bumps,Z_Scratch
0,1,0,245,0.022703864773174626,0.0004048265460030166,0.0019685881370091894,0.15038679317087186,0.006965458664142876,0.0003814354066985646,0.8171890333021006,Z_Scratch,Z_Scratch
0,1,0,254,0.014013113174928007,0.00011764705882352942,0.001057239057239057,0.09413148186252568,0.0033846865495472307,0.0005454545454545454,0.8867503777514819,Z_Scratch,Z_Scratch
0,1,0,177,0.07066186185906594,0.0019662246716076735,0.00231870525988173,0.11414544453452406,0.022263715585120254,0.0024649350649350644,0.7861791130248652,Z_Scratch,Z_Scratch
0,1,0,275,0.05017594958353743,0.0010750386722354686,0.00470598491897119,0.07723725900468824,0.02496642620861432,0.00021052631578947367,0.8416288152961637,Z_Scratch,Z_Scratch
0,1,0,761,0.012453760532553105,0.0,0.04869576855720816,0.10289657539399037,0.0014609371021135726,0.8344929584141351,0.0,Stains,Stains
0,1,0,804,0.04780053098383148,0.009486757972325925,0.054962394228049036,0.16701817841303848,0.007927433564177404,0.6995577829484045,0.013246921890172665,Stains,Stains
0,1,0,782,0.0007554695304695304,0.0,0.020785385271762977,0.01709323868254209,0.00011764705882352942,0.9612482594564019,0.0,Stains,Stains
0,1,0,791,0.004865625018256598,0.0,0.0671361537125772,0.05558417163160193,0.0002222222222222222,0.8716489702724846,0.0005428571428571429,Stains,Stains
0,1,0,758,0.006693000420631999,0.0,0.05149141535839609,0.04854697491878604,0.0002222222222222222,0.8930463870799633,0.0,Stains,Stains
0,1,0,790,0.0007554695304695304,0.0,0.019794664881042586,0.016291082505385912,0.00011764705882352942,0.9630411360242787,0.0,Stains,Stains
0,1,0,742,0.15094616731737917,0.022480532513731454,0.04671840991462793,0.5500757081648661,0.024984104808959975,0.1431776921457657,0.061617385134670084,Other_Faults,Stains
0,2,0,902,0.559758043114599,0.009403935181793088,0.0033804146975502476,0.34853417796574787,0.029318411588283324,0.0013566885728650436,0.048248328879161986,Bumps,Bumps
0,2,0,1015,0.28663710439802703,0.01664753797600076,8.333333333333333e-05,0.49655567362600217,0.18294987546427927,0.003441697931697931,0.013684777270660482,Other_Faults,Bumps
0,2,0,1037,0.26288708733071897,0.04378028830153409,0.005365758685758686,0.6023974728391646,0.061681225363190054,0.003436933242196401,0.02045123423743762,Other_Faults,Bumps
0,2,0,878,0.23489564646392364,0.07371575197373087,0.011404070460382209,0.39825334021063397,0.2527832560982746,0.004175377924449132,0.024772556868606126,Other_Faults,Bumps
0,2,0,921,0.7701783151584366,0.00027192982456140344,0.02125160093910666,0.17020080035049737,0.016695980778122267,0.0017824840334431126,0.019618888915833316,Bumps,Bumps
0,2,0,1199,0.2840856304997005,0.02742253358781827,0.0032188034188034183,0.6016133075661984,0.019022981068155028,0.013137358338281079,0.0514993855210433,Other_Faults,Bumps
0,2,0,1034,0.26989696226319493,0.012582791983670296,0.010023689994216309,0.43975705519840724,0.12270549125438224,0.07428671937797325,0.07074728992815613,Other_Faults,Bumps
0,2,0,1105,0.22713447838516454,0.048641818151072894,0.010289618547249453,0.5350544598596183,0.11112224357390812,0.018618109303911563,0.04913927217907522,Other_Faults,Bumps
0,2,0,1000,0.31576262105794334,0.03204086982216236,0.03132730134248575,0.4999315899781471,0.04779002309222744,0.0016278313071791334,0.07151976339985512,Other_Faults,Bumps
0,2,0,987,0.20939563121894142,0.012725451216347699,0.0023619565217391303,0.29279887517578007,0.4550332562396244,0.0005956163401815575,0.02708921328738565,Pastry,Bumps
0,2,0,890,0.8215158479196735,0.00229339447102605,0.00625632491863142,0.1327217317093351,0.02018026118208579,0.0016816239316239316,0.015350815867624993,Bumps,Bumps
0,2,0,1069,0.524229005892552,0.003878861909740897,0.007302222222222222,0.322921327114989,0.02018440815694079,0.010089018312667527,0.11139515639088762,Bumps,Bumps
0,2,0,990,0.21574892929507886,0.06396870176970768,0.002934572616925558,0.31389503543866404,0.370757596437618,0.0016551475498630403,0.03104001689214301,Pastry,Bumps
0,2,0,1226,0.8521324811043093,0.007643728272745149,0.000125,0.12345619490875794,0.003217338798561036,0.0012407110433426223,0.012184545872283794,Bumps,Bumps
0,2,0,1060,0.577152922568839,0.0023538097834199783,0.005169243329769645,0.3707551389691859,0.03361581499653954,0.0029776862508724133,0.007975384101373467,Bumps,Bumps
0,2,0,1039,0.45576089365612743,0.004287120913665537,0.00035384615384615386,0.35059575687632644,0.17530230752414244,0.0038736173767752713,0.00982645749911735,Bumps,Bumps
0,2,0,876,0.1423451731669307,0.03437876315312388,0.004977481929461334,0.4444510511253376,0.342551205217149,0.0025029957435065793,0.028793329664491406,Other_Faults,Bumps
0,2,0,1003,0.3729547235420623,0.0024447928946212706,0.0013698412698412699,0.4969327774768495,0.10620942895541315,0.003072379311509746,0.017016056549703062,Other_Faults,Bumps
0,2,0,1053,0.5303891931778512,0.0039135536884258105,0.001993434343434343,0.4171513118106086,0.030075912246730434,0.003776543860488421,0.01270005087246102,Bumps,Bumps
0,2,0,1143,0.6975719861485621,0.0069903006944056845,0.004578414597265092,0.2162770545437301,0.03283884719666128,6.666666666666667e-05,0.041676730152708764,Bumps,Bumps
0,2,0,898,0.7497516681216931,0.0015088519232447268,0.002819539937186996,0.1675644649876843,0.06702670324016807,0.007135897482365379,0.0041928743076569165,Bumps,Bumps
0,2,0,1152,0.04937088868216878,0.00031313131313131316,0.501337696547257,0.2991384625067679,0.02188728753289057,0.0,0.12795253341778462,K_Scratch,Bumps
0,2,0,961,0.5820139411848148,0.008010910622981562,0.001507486631016043,0.32110509828070244,0.027250588398380998,0.0006111111111111111,0.059500863770993666,Bumps,Bumps
0,2,0,1170,0.7166046322796619,0.0,0.023156763102065964,0.2469350806107596,0.010751973781367375,0.00043238095238095237,0.0021191692737647775,Bumps,Bumps
0,2,0,1009,0.5501554388047492,0.003053281244488002,0.0021250695479589432,0.3804195698959445,0.041250606106501914,0.0009525610523894276,0.022043473347967902,Bumps,Bumps
0,2,0,953,0.19900808042131463,0.03748699559746358,0.017585756036787126,0.4313836081457872,0.2543491471262219,0.000494047619047619,0.059692365053378334,Other_Faults,Bumps
0,2,0,1189,0.4610957958014104,0.029534658382935088,0.011180219766921882,0.37771438847268435,0.05627574567210823,0.03662036637247213,0.02757882553146866,Bumps,Bumps
0,2,0,1055,0.6184477327515526,0.010748707226676,0.00515533503864706,0.3229933988427527,0.020173269159614943,0.0033279442973681763,0.01915361268338855,Bumps,Bumps
0,2,0,1204,0.6130859346710169,0.004215393080469134,0.001947955335197898,0.344066006154025,0.018264473923888417,0.0008864483724524291,0.017533788462949985,Bumps,Bumps
0,2,0,1206,0.706892603976879,0.0012884324337413583,0.0038410818713450288,0.2572612866626074,0.0056854308381048616,0.0009370091896407685,0.024094155027681433,Bumps,Bumps
0,2,0,1207,0.6861044147961147,0.002485396929962147,0.0025006056808688387,0.28168106449285324,0.0052072062734251886,0.0010615079365079365,0.02095980389026798,Bumps,Bumps
0,2,0,964,0.589529730663052,0.0016989698101462808,0.009339812827351529,0.35801890536238395,0.026203540035591444,0.002243548640901582,0.012965492660572753,Bumps,Bumps
0,2,0,1090,0.5441403547805216,0.00369388324288703,0.009779099755630917,0.3452332358604873,0.03840622089371072,0.0482004024808583,0.010546802985904479,Bumps,Bumps
0,2,0,996,0.16713207177083847,0.1386959637493223,0.015949624741107445,0.5962385154652291,0.048057346620867324,0.0036579821623165276,0.03026849549031862,Other_Faults,Bumps
0,2,0,886,0.14797713750637184,0.013051320403421631,0.02848671015632872,0.7439720428692026,0.01234128999398906,0.028513314135392032,0.02565818493529421,Other_Faults,Bumps
0,2,0,1148,0.5850874706479344,0.013099196150615226,0.030812035336748617,0.3030385597448573,0.016552892370912425,0.0,0.051409845748932044,Bumps,Bumps
0,2,0,1130,0.4425485282790469,0.01609991464471114,0.017177286087254447,0.4070670651685882,0.039748631234847426,0.033348737163580694,0.04400983742197133,Bumps,Bumps
0,2,0,1045,0.471326220894432,0.003411111130983253,0.003388455988455989,0.45007660508846514,0.02462332831021055,0.0055701411988226006,0.04160413738863075,Bumps,Bumps
0,2,0,1231,0.421659602956681,0.08586631013664683,0.0041299437628822475,0.43493485931466747,0.02943333581720174,0.009059374430079776,0.01491657358184096,Other_Faults,Bumps
0,2,0,1242,0.4597499818518976,0.021693539160221077,0.031681385006612675,0.444729565481889,0.023950974053293706,0.013486877900221551,0.00470767654586447,Bumps,Bumps
0,2,0,1466,0.29553590803483354,0.006290123450581117,0.06620020643635678,0.46610861990534325,0.14108195176488905,0.013338498512674714,0.011444691895322405,Other_Faults,Other_Faults
0,2,0,1470,0.32997412991071673,0.011482958649936034,0.021172908561875932,0.500192464230229,0.11058839593477836,0.021136836246003106,0.005452306466461316,Other_Faults,Other_Faults
0,2,0,1786,0.1417923803901827,0.006572423657541624,0.023819551429013854,0.7866508970444378,0.0059101944917229615,0.011278212862358666,0.02397634012474266,Other_Faults,Other_Faults
0,2,0,1590,0.06749763716827387,0.015228848282107807,0.0025039064880369227,0.4261168614753204,0.4782385576593208,0.000406060606060606,0.010008128320879701,Pastry,Other_Faults
0,2,0,1756,0.11031055410582312,0.013454814110374747,0.0011858435681965094,0.2708226775325664,0.13753182014761636,0.0008631975867269985,0.4658310929486963,Z_Scratch,Other_Faults
0,2,0,1438,0.5711449812395887,0.0016153554191479886,0.002042124542124542,0.3840072115080449,0.028632891109820063,0.0010411863735393149,0.011516249807734526,Bumps,Other_Faults
0,2,0,1319,0.19526957195129743,0.04268248083221026,0.030014169294508498,0.5102211952185962,0.20103031986168435,0.003221364511410278,0.01756089833029326,Other_Faults,Other_Faults
0,2,0,1809,0.5093747298471424,0.0047150047536257,0.009479754999491169,0.38773926930022606,0.07226887248619063,0.0,0.01642236861332433,Bumps,Other_Faults
0,2,0,1726,0.15698625830739826,0.014593053363623596,0.019809746505005697,0.6288941877376726,0.15401487827243693,0.0023829906303893386,0.023318885183473324,Other_Faults,Other_Faults
0,2,0,1425,0.5044630413285244,0.0036044059655514758,0.004186211741474899,0.40511877977210525,0.05260603813315839,0.006164152509445953,0.02385737054973933,Bumps,Other_Faults
0,2,0,1781,0.0935763323370632,0.007747039352689507,0.02084437765250458,0.844354286913199,0.007274147422102731,0.006252297583352083,0.01995151873908878,Other_Faults,Other_Faults
0,2,0,1357,0.136989431272614,0.01044022787082235,0.04355800842554443,0.7068054661266491,0.0056641812573391525,0.02346237669699512,0.07308030835003575,Other_Faults,Other_Faults
0,2,0,1356,0.08101691004169828,0.004773040952606171,0.09233989884543999,0.7669549604808439,0.009370367376898538,0.0033724991553885507,0.04217232314712427,Other_Faults,Other_Faults
0,2,0,1304,0.031947098246525175,0.031711966749791494,0.01816324894279415,0.6862953223370626,0.21060922775072824,0.0004476470588235294,0.020825488914275422,Other_Faults,Other_Faults
0,2,0,1624,0.19285338390609716,0.02419186444932101,0.01277685634626811,0.5107542868337454,0.0768208897572318,0.0012396037939516199,0.181363114913385,Other_Faults,Other_Faults
0,2,0,1914,0.11432070671318058,0.005949579966405918,0.04452672240246632,0.7365456880403333,0.005355626642620065,0.060610350384309564,0.03269132585068455,Other_Faults,Other_Faults
0,2,0,1353,0.40726694270282887,0.014608250331701673,0.048794076033489474,0.3843011836166947,0.041787478470800395,0.08753104230861544,0.01571102653586972,Bumps,Other_Faults
0,2,0,1833,0.1015853217653151,0.00988207655182233,0.18388979651481271,0.6345992775740262,0.012551294536740086,0.03804927124011925,0.019442961817164605,Other_Faults,Other_Faults
0,2,0,1599,0.1913996647109111,0.01489730994296567,0.011199863112090197,0.6658714332305652,0.06859671119250012,0.007396351189230446,0.0406386666217377,Other_Faults,Other_Faults
0,2,0,1496,0.18226802564326328,0.01326804694575937,0.023502294683371835,0.6138684326110675,0.15075045042475432,0.0020784192987539844,0.014264330393030121,Other_Faults,Other_Faults
0,2,0,1275,0.050313387348010045,0.0009099567099567099,0.042203560917552695,0.13854607652176884,0.018632923122388814,0.7443558980221258,0.005038197358197358,Stains,Other_Faults
0,2,0,1852,0.11433163572580242,0.004940585397663438,0.05591649293269246,0.7963730680192675,0.004204263667189363,0.00904365443452808,0.015190299822857026,Other_Faults,Other_Faults
0,2,0,1638,0.4995484910507306,0.006675170666296543,0.015713366698660816,0.39223129714128574,0.06840428498240461,0.006283345859133312,0.011144043601488076,Bumps,Other_Faults
0,2,0,1778,0.08521184664660802,0.012418849247450672,0.033570261530396134,0.8352441877950376,0.010603153570528722,0.0052247032826135,0.0177269979273654,Other_Faults,Other_Faults
0,2,0,1845,0.06274732947799246,0.007790361732439772,0.06406551582265155,0.8237246333268897,0.013691331809334231,0.008296096396723332,0.01968473143396888,Other_Faults,Other_Faults
0,2,0,1497,0.09750785489265058,0.010886758527001278,0.012533124159465668,0.49735572207950857,0.35918850715760436,0.00025396825396825396,0.022274064929801357,Other_Faults,Other_Faults
0,2,0,1551,0.43673229424567533,0.02168237600328255,0.01734200246740292,0.39503511587059725,0.06607171211393278,0.0365079275433024,0.02662857175580629,Bumps,Other_Faults
0,2,0,1586,0.27295464608091863,0.01664970033974341,0.005917083690303503,0.5991059350520122,0.01719585962065778,0.006610795605511094,0.08156597961085421,Other_Faults,Other_Faults
0,2,0,1895,0.2037358581170476,0.020224443657303394,0.001669523897155476,0.7152318079846222,0.020325610307086458,0.006748267189504232,0.03206448884728031,Other_Faults,Other_Faults
0,2,0,1773,0.06978081977863389,0.0009397385620915033,0.009906883141013572,0.8853284411748875,0.001468131868131868,0.005742051467624223,0.026833934007617542,Other_Faults,Other_Faults
0,2,0,1346,0.3562148371709506,0.004019747811654227,0.0871331585262446,0.37043510749952213,0.17263544932345914,0.003234812521948072,0.006326887146221513,Other_Faults,Other_Faults
0,2,0,1733,0.07126300401383805,0.00735152085148402,0.06953378727080871,0.7961917268360561,0.008546741231801804,0.00648155951891246,0.040631660277099205,Other_Faults,Other_Faults
0,2,0,1343,0.3161738974888014,0.015144457368017014,0.013845230844597215,0.511860107233399,0.1016990142689292,0.011643291315368646,0.029634001480887996,Other_Faults,Other_Faults
0,2,0,1707,0.03616413159635837,0.028473975891247755,0.05253722138929803,0.7650104669891249,0.06568536705394941,0.0007610037021801727,0.05136783337784146,Other_Faults,Other_Faults
0,2,0,1331,0.2576962740461848,0.02520973838200534,0.015699634998247565,0.597481322168312,0.06820800541081729,0.013141319026267202,0.022563705968165593,Other_Faults,Other_Faults
0,2,0,1421,0.5458387333900246,0.012502135624952958,0.044755774300098354,0.357621714875469,0.009577643146327353,0.003529896501921673,0.026174102161206074,Bumps,Other_Faults
0,2,0,1741,0.11850612970904607,0.006699220597084375,0.06020162352095784,0.7697851364962278,0.015879432976051627,0.003554885459435197,0.02537357124119747,Other_Faults,Other_Faults
0,2,0,1627,0.7391687413550634,0.004296945102827456,0.004671513845830713,0.2150237406253228,0.00826182578956169,0.0016321266968325793,0.02694510658456074,Bumps,Other_Faults
0,2,0,1701,0.09294299593508794,0.004371763868315592,0.016993408636304417,0.8505970767892529,0.021618666505866663,0.0008537480063795853,0.01262234025879256,Other_Faults,Other_Faults
0,2,0,1890,0.34199174580537456,0.011276595022412758,0.003209021295182285,0.5723746902715513,0.014543378426840916,0.004858217644641793,0.051746351533996614,Other_Faults,Other_Faults
0,2,0,1699,0.04536299316935967,0.026615175210617268,0.027731810577737027,0.6500179570418667,0.2172934071438696,0.0002666666666666667,0.032711990189883626,Other_Faults,Other_Faults
0,2,0,1545,0.5344888056125052,0.02097482361997298,0.06192989931638968,0.3195833114353993,0.038729565746920096,0.016707393446804723,0.007586200822008167,Bumps,Other_Faults
0,2,0,1317,0.2065147741496777,0.022665138793153506,0.03521292201619067,0.6577473738307625,0.04730389608998613,0.00872629270125636,0.021829602418972537,Other_Faults,Other_Faults
0,2,0,1454,0.4787607148427134,0.01649035348007013,0.01802338254816381,0.4015958975001509,0.07694960443440496,0.004676762187375511,0.0035032850071213236,Bumps,Other_Faults
0,2,0,1811,0.14995029441040145,0.03812991193234161,0.006882211071684082,0.5350602909446647,0.2148134592110428,0.003214939847323076,0.05194889258254248,Other_Faults,Other_Faults
0,2,0,1313,0.06233826806550235,0.08321780317275748,0.008073020617129702,0.5177615025467482,0.2767756286654129,0.00025,0.051583776932449685,Other_Faults,Other_Faults
0,2,0,1315,0.08677643910083135,0.06815307160845091,0.00886792578706583,0.5706301383150001,0.20737721888943847,0.0009328865578865579,0.0572623197413274,Other_Faults,Other_Faults
0,2,0,1782,0.11831650953073698,0.009944477099703914,0.247766031760388,0.584968946984562,0.014538130650103995,0.0026422583539611405,0.021823645620543577,Other_Faults,Other_Faults
0,2,0,1652,0.37592771951922066,0.0044585622350780734,0.07679450833022215,0.37564332605097484,0.14797065437166945,0.005705375993564176,0.01349985349927106,Bumps,Other_Faults
0,2,0,1846,0.07852708009774388,0.017842909256259695,0.06068111411207858,0.7680720499331228,0.03494742930409905,0.010373964480428523,0.029555452816267702,Other_Faults,Other_Faults
0,2,0,1272,0.0497854474723269,0.08883390648090925,0.036069015143359605,0.47227875447278217,0.26236987046763743,0.0006260683760683761,0.09003693758691697,Other_Faults,Other_Faults
0,2,0,1362,0.07991008927779482,0.003459661096146491,0.06430696969437982,0.8205664164841828,0.01013187253922548,0.0031792267271672303,0.01844576418110339,Other_Faults,Other_Faults
0,2,0,1582,0.05655664382192099,0.01143375022132747,0.005647975141100056,0.8158907762262854,0.07245430064804201,0.0002962962962962963,0.037720257645028156,Other_Faults,Other_Faults
0,2,0,1372,0.2953241979089206,0.006079728137359717,0.0005456349206349205,0.5143252820669288,0.01071103915951136,0.005798774079004259,0.16721534372764077,Other_Faults,Other_Faults
0,2,0,1329,0.10544499863217036,0.01427840573760953,0.026425676597075166,0.7501442327297878,0.06015844927226944,0.005864333619596777,0.03768390341149056,Other_Faults,Other_Faults
0,2,0,1934,0.07868693885906496,0.003388557679465121,0.085653151916534,0.7552134979584205,0.006614499097393834,0.0026728077478077473,0.067770546741314,Other_Faults,Other_Faults
0,2,0,1410,0.4576434862851356,0.004066266553229689,0.0024200387331966278,0.431785723129693,0.06715671678624142,0.025904299129252017,0.011023469383251317,Bumps,Other_Faults
0,2,0,1442,0.4548490376524471,0.004145152737288288,0.006133439628004845,0.4834953862912245,0.028468170566432992,0.002464682322035263,0.020444130802566664,Other_Faults,Other_Faults
0,2,0,1534,0.3366607248257852,0.0014355042016806722,0.00991394360013488,0.5461079199818468,0.08836275552521632,0.00036401279879540746,0.01715513906654105,Other_Faults,Other_Faults
0,2,0,1573,0.07558173413546115,0.019032195887824014,0.029005029439735194,0.518602318181219,0.24536598324288497,0.0006701536449820202,0.11174258546789416,Other_Faults,Other_Faults
0,2,0,1402,0.39528888265874346,0.010742510274420695,0.03351290852627545,0.47446428665957197,0.06322094021854716,0.00881964243934226,0.013950829223099379,Other_Faults,Other_Faults
0,2,0,1349,0.3674078449733693,0.004930963011054544,0.019160008231427546,0.4884270341832535,0.0847083671018851,0.0001111111111111111,0.035254671387899277,Other_Faults,Other_Faults
0,2,0,1509,0.16531156782211065,0.035949962377999786,0.022587826281176615,0.6858093292465376,0.04419065051825062,0.011989063820497576,0.034161599933427864,Other_Faults,Other_Faults
0,2,0,1763,0.1451347173983928,0.0246245428208914,0.2426334128213332,0.5109125775255798,0.015116032241690657,0.003608698523698524,0.05797001866841389,Other_Faults,Other_Faults
0,2,0,1732,0.24080977733975203,0.0029472431732413583,0.06898940426363841,0.5683626269882968,0.08751801262743363,0.009452263400140635,0.021920672207498146,Other_Faults,Other_Faults
0,2,0,1644,0.2768577602394654,0.0862716626946219,0.04238857339992877,0.425746586989009,0.08250943728402874,0.061223971252737416,0.02500200814020924,Other_Faults,Other_Faults
0,2,0,1377,0.06484585912258332,0.0025054331839471154,0.13041046889615648,0.6857375595344315,0.03365900345495377,0.0,0.0828416758079279,Other_Faults,Other_Faults
0,2,0,1691,0.13859326397595004,0.016730226111266136,0.04928383766528035,0.7189297548485748,0.016994863454473767,0.024922775336318197,0.034545278608137,Other_Faults,Other_Faults
0,2,0,833,0.1044195034429923,0.21978211343721993,0.0023120937491189204,0.6301807936138248,0.03812331443971037,0.0016953166338305658,0.0034868646833043112,Other_Faults,Dirtiness
0,2,0,815,0.07238032019060384,0.2599169043432046,0.007676806140296703,0.3304091961834663,0.26399698671842464,0.0006105263157894737,0.06500926010821488,Other_Faults,Dirtiness
0,2,0,819,0.14782899959335577,0.4609098762283609,0.00445268988067615,0.2840756974318739,0.07224240631639588,0.0053269526526105474,0.025163377896726853,Dirtiness,Dirtiness
0,2,0,849,0.015599781493692365,0.8527024278218868,0.002793953999217157,0.06335142999803879,0.045008671343307285,0.0005705882352941177,0.019973147108563887,Dirtiness,Dirtiness
0,2,0,832,0.20327459050529273,0.2259944803388907,0.0038998318182966183,0.5124598310960176,0.039482748741942006,0.004722818707843121,0.010165698791718442,Other_Faults,Dirtiness
0,2,0,409,0.0002857142857142857,0.0,0.9738793248903224,0.015232954002519223,0.00048160535117056856,0.0,0.010120401470273595,K_Scratch,K_Scratch
0,2,0,379,0.016535684480217274,0.0011151515151515152,0.9291567246807974,0.04736857155898102,0.003949904324773267,0.0013875475571127746,0.00048641588296760715,K_Scratch,K_Scratch
0,2,0,402,0.0,0.0,0.9986154401154401,0.0005714285714285714,0.0,0.0,0.0008131313131313131,K_Scratch,K_Scratch
0,2,0,544,0.0017578108026391778,0.0,0.9591151407020045,0.037987329880637875,0.00025,0.0,0.0008897186147186148,K_Scratch,K_Scratch
0,2,0,499,0.0,0.0,0.9997142857142857,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,442,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,534,0.06399983389120616,0.00424031776148836,0.13883726419047107,0.705263009880314,0.008951545330028303,0.00209011544011544,0.07661791350637681,Other_Faults,K_Scratch
0,2,0,392,0.0002857142857142857,0.0,0.9638670193333237,0.032121602431385024,0.00048160535117056856,0.0,0.0032440585984064244,K_Scratch,K_Scratch
0,2,0,525,0.0,0.0,0.9758953087217791,0.02294155996508937,0.0,0.0,0.0011631313131313132,K_Scratch,K_Scratch
0,2,0,684,0.08677879236737958,0.0096614119297808,0.30583256989277985,0.4647411783187854,0.021196582386519114,0.017676538150531954,0.09411292695422314,Other_Faults,K_Scratch
0,2,0,400,0.003898997668997669,0.0,0.9326612550975596,0.04890320249798507,0.0007673196368848542,0.0,0.01376922509857292,K_Scratch,K_Scratch
0,2,0,468,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,629,0.0,0.0,0.9889182577656261,0.010915075567707147,0.0,0.0,0.00016666666666666666,K_Scratch,K_Scratch
0,2,0,554,0.0016427350427350427,0.0,0.9754333969129322,0.019454098924563692,0.0009350649350649351,0.0,0.0025347041847041843,K_Scratch,K_Scratch
0,2,0,733,0.05350942713615687,0.003337698412698413,0.6360211698098591,0.2700273164077367,0.02109372560380098,0.0017982956499984365,0.014212366979749532,K_Scratch,K_Scratch
0,2,0,354,0.02135551009833154,0.0011426767676767677,0.7327840381671689,0.22317037949701812,0.019418745006883942,0.0009094585437296434,0.001219191919191919,K_Scratch,K_Scratch
0,2,0,509,0.0,0.0,0.9957371332371331,0.0042628667628667625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,653,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,579,0.00025,0.0,0.9980388167388168,0.0017111832611832615,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,364,0.030762533360469586,0.0005079365079365079,0.8488577287383307,0.10039848670135168,0.014176089852351982,0.004762104046375146,0.0005351207931853092,K_Scratch,K_Scratch
0,2,0,563,0.0017922077922077923,9.523809523809523e-05,0.9867822122322122,0.009446142746142748,0.0005476190476190475,0.0005,0.0008365800865800866,K_Scratch,K_Scratch
0,2,0,673,0.0,0.0,0.9833250906099978,0.01667490939000227,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,405,0.0014371428571428573,0.0,0.9648450490813533,0.026347025341807932,0.001130956000521218,0.0,0.006239826719174546,K_Scratch,K_Scratch
0,2,0,466,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,578,0.00279949494949495,0.0,0.9884361268361266,0.008092155992155991,0.0,0.0002222222222222222,0.00045,K_Scratch,K_Scratch
0,2,0,588,0.0,0.0,0.9903506748041232,0.00907789662444835,0.0,0.0,0.0005714285714285714,K_Scratch,K_Scratch
0,2,0,528,0.0007922077922077922,0.0,0.9771637410834779,0.019963076543339696,0.00015384615384615385,0.0,0.0019271284271284268,K_Scratch,K_Scratch
0,2,0,573,0.00279949494949495,0.0,0.9791007959248321,0.017849709125672606,0.0,0.0,0.00025,K_Scratch,K_Scratch
0,2,0,449,0.09295768858259557,0.011809593581587792,0.45634962844047255,0.31180785388958626,0.015432688269541027,0.002284621242492307,0.10935792599372515,K_Scratch,K_Scratch
0,2,0,456,0.0,0.0,0.999909090909091,0.0,0.0,0.0,9.090909090909092e-05,K_Scratch,K_Scratch
0,2,0,350,0.0335531413915458,0.006799940255822609,0.5380031410876622,0.38233128247344683,0.02477904142335028,0.0023793497636208634,0.012154103604551172,K_Scratch,K_Scratch
0,2,0,445,0.0,0.0,0.9997272727272728,0.00018181818181818183,0.0,0.0,9.090909090909092e-05,K_Scratch,K_Scratch
0,2,0,561,0.00279949494949495,0.0,0.9823821789321788,0.013405194805194805,0.0,0.0,0.0014131313131313132,K_Scratch,K_Scratch
0,2,0,517,8e-05,0.0,0.9798926405736818,0.01868715615133235,0.0,0.0,0.0013402032749858836,K_Scratch,K_Scratch
0,2,0,510,0.0003333333333333333,0.0,0.9915306952306953,0.004036459836459836,0.0,0.0,0.004099511599511599,K_Scratch,K_Scratch
0,2,0,558,0.0,0.0,0.995165818292722,0.00407105039414674,0.0,0.0,0.0007631313131313131,K_Scratch,K_Scratch
0,2,0,644,0.04033016311688698,0.0029165096866012193,0.7973850191464572,0.12390502129298381,0.0033743892339544515,0.003680579420579421,0.028408318102537324,K_Scratch,K_Scratch
0,2,0,464,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,590,0.04666391646274691,0.0031366723930810617,0.7538985283908476,0.15564082711899505,0.0054465105538783025,0.004803591846749743,0.030409953233701378,K_Scratch,K_Scratch
0,2,0,46,0.57839543432874,0.014803646775570013,0.0003068181818181818,0.2932701454714134,0.10127712409327025,0.0020551067048893133,0.009891724444298818,Bumps,Pastry
0,2,0,16,0.03131199621168986,0.01448180328084977,0.11091411241659158,0.5699733656850023,0.173638328117617,0.00015384615384615385,0.09952654813440355,Other_Faults,Pastry
0,2,0,67,0.20270415940433242,0.01751183850526762,0.004585163485950941,0.518437742968856,0.19274157556066238,0.0028033798043388836,0.06121614027059175,Other_Faults,Pastry
0,2,0,151,0.14561246225230484,0.004163541160011075,0.0025882893044348156,0.1436287233286648,0.2220328527768672,0.0011022727272727273,0.48087185845044483,Z_Scratch,Pastry
0,2,0,71,0.18088279347128527,0.02368574947756062,0.0022617977915804005,0.23795138712638952,0.5391505584500017,0.000668997668997669,0.01539871601418478,Pastry,Pastry
0,2,0,39,0.15540688000417482,0.009932639052434623,0.018222154550311905,0.5317703215519252,0.2672273675008315,0.0009407894736842105,0.016499847866638318,Other_Faults,Pastry
0,2,0,85,0.26412695412704484,0.015145269819038878,0.03469268783218041,0.55514843995452,0.0930778050669397,0.009447676411621761,0.028361166788654833,Other_Faults,Pastry
0,2,0,99,0.26472524955463417,0.033171676029907275,0.014103753351264587,0.39257685670656317,0.27970028579256395,0.0069196280268093435,0.008802550538257901,Other_Faults,Pastry
0,2,0,29,0.0832422580510221,0.008194937742322012,0.03029929480068676,0.1915765863589247,0.6751758914058513,0.00022875816993464052,0.011282273471258713,Pastry,Pastry
0,2,0,86,0.11775766726978812,0.04230239723758315,0.008013481227023422,0.5767368093293681,0.2147857770060501,0.00507788903906551,0.03532597889112246,Other_Faults,Pastry
0,2,0,106,0.039974393708765266,0.11322628774564729,0.03138749602939656,0.20029115523056054,0.5670162220772098,0.0,0.04810444520842069,Pastry,Pastry
0,2,0,58,0.37059070815104894,0.008092596572823385,0.0,0.4314274037839018,0.18163977470172724,0.0008877591973244147,0.007361757593174337,Other_Faults,Pastry
0,2,0,17,0.06113913998616771,0.029959476980871893,0.03579097690317638,0.5577913427567641,0.2779286658339942,0.001347208347208347,0.0360431891918173,Other_Faults,Pastry
0,2,0,54,0.22327396650449988,0.1097816169006209,0.001228341890756078,0.2478807683924554,0.401906986886629,0.0006587055874981572,0.01526961383754177,Pastry,Pastry
0,2,0,50,0.6288681042021073,0.00570854207956266,0.0006983016983016983,0.25660593789094854,0.09630994465763969,0.003135198367612556,0.008673971103827744,Bumps,Pastry
0,2,0,142,0.14851751290162982,0.030146869238806225,0.02386518698048068,0.3448296045715439,0.411552893230885,0.0041290935609013405,0.036958839515753614,Pastry,Pastry
0,2,0,311,0.040935666619018346,0.008445117249451614,0.000625,0.16431225779611325,0.08044839289290903,0.0,0.7052335654425076,Z_Scratch,Z_Scratch
0,2,0,326,0.059439423563454385,0.0007785714285714286,0.0008449197860962567,0.18923246760992155,0.017218617169761335,0.0,0.7324860004421945,Z_Scratch,Z_Scratch
0,2,0,270,0.012268890967420376,0.0006767676767676767,0.0,0.05536758312684968,0.003836586452762923,0.0,0.9278501717761994,Z_Scratch,Z_Scratch
0,2,0,335,0.10365170889065999,0.002853705487465078,0.07703077346686742,0.6754468299341881,0.0025097800518639633,0.012140703396604476,0.12636649877235118,Other_Faults,Z_Scratch
0,2,0,201,0.03164278906550427,0.018979129347114685,0.001434149184149184,0.23421516916142157,0.07655915760358008,0.0,0.6371696056382302,Z_Scratch,Z_Scratch
0,2,0,195,0.007311254059875005,0.0049641388192704,0.00225,0.0643364896978598,0.012202005615544635,0.0,0.9089361118074504,Z_Scratch,Z_Scratch
0,2,0,188,0.17331939904093158,0.001999118029687304,0.007523620823620823,0.2645309911361859,0.02458486720916492,0.010358565688361084,0.5176834380720481,Z_Scratch,Z_Scratch
0,2,0,241,0.04155589332291176,0.0004961722488038277,0.0005705882352941177,0.038275000643379284,0.00542369361206688,0.0003686274509803922,0.9133100244865641,Z_Scratch,Z_Scratch
0,2,0,323,0.030474765819475252,0.01105152848105365,0.007005796571849203,0.27296088130893553,0.01721490298965329,0.0,0.661292124829033,Z_Scratch,Z_Scratch
0,2,0,318,0.05115469072155168,0.00057148033126294,0.0014479205005520797,0.16803915800792332,0.014277242420686356,0.00015384615384615385,0.7643556618641771,Z_Scratch,Z_Scratch
0,2,0,300,0.013953447182270366,0.0003194444444444444,0.0,0.047558833826294444,0.020388495419095095,0.00015384615384615385,0.9176259329740499,Z_Scratch,Z_Scratch
0,2,0,346,0.04095286416442223,0.024960762666985575,0.06099104377586238,0.5605213927577563,0.17290512710808906,0.00041575091575091574,0.13925305861113424,Other_Faults,Z_Scratch
0,2,0,289,0.004374269937149194,0.0005,0.00010526315789473683,0.025674969338515298,0.001135566188197767,0.0,0.9682099313782434,Z_Scratch,Z_Scratch
0,2,0,212,0.008791262774357402,0.002795395807895808,0.001145743145743146,0.04364836844655881,0.004659533553124211,9.090909090909092e-05,0.9388687871814114,Z_Scratch,Z_Scratch
0,2,0,203,0.010106270421098119,0.006490422559684573,0.001625775978407557,0.10069925552551746,0.02364646989366174,0.0,0.8574318056216307,Z_Scratch,Z_Scratch
0,2,0,345,0.1687875748269421,0.0592035365011345,0.010071101893948171,0.5248025058393325,0.09301925249623448,0.011508355281356205,0.13260767316105262,Other_Faults,Z_Scratch
0,2,0,297,0.1186177992470132,0.0027677015077472744,0.0021043123543123543,0.11523550297468795,0.0829834281671867,0.0005055555555555555,0.6777857001934974,Z_Scratch,Z_Scratch
0,2,0,193,0.20298353817685003,0.003810876953846955,0.002038046398046398,0.2257489528681618,0.013465650802268917,0.006565041570605763,0.5453878932302206,Z_Scratch,Z_Scratch
0,2,0,189,0.02208251537599565,0.004557762766702394,0.00125,0.11311045668883504,0.03588519935484981,0.0002962962962962963,0.8228177695173206,Z_Scratch,Z_Scratch
0,2,0,767,0.02041818911222935,0.0008137931034482759,0.07588980888955535,0.06892810121278944,0.0009007177033492823,0.8328493899786277,0.0002,Stains,Stains
0,2,0,773,0.00217005439005439,0.0,0.00045454545454545455,0.008416148616194382,0.002193131313131313,0.9866752111351654,9.090909090909092e-05,Stains,Stains
0,2,0,775,0.016110776035558647,0.0006000000000000001,0.030874857529437544,0.04594592249847934,0.003337849396979831,0.901814577223528,0.0013160173160173159,Stains,Stains
0,2,0,787,0.02534931210762882,0.0010315789473684211,0.0618955514124379,0.059064338904690206,0.003114278466631408,0.848800351416655,0.0007445887445887446,Stains,Stains
0,2,0,762,0.021582796356363457,0.00020460358056265986,0.06749367201426024,0.07360366604858326,0.004414276628084678,0.8320328018932202,0.0006681834789251668,Stains,Stains
0,2,0,777,0.0036007461836409203,0.0014453720508166969,0.011646519250058269,0.014061180912587444,0.0006493506493506494,0.9683968309535461,0.0002,Stains,Stains
0,2,0,808,0.01149825687152918,0.0011682820927198738,0.024170842518808782,0.034240720333173436,0.002226969696969697,0.9251353011576061,0.0015596273291925463,Stains,Stains
0,3,0,913,0.8360921487671834,0.007032326870917528,8.695652173913043e-05,0.12354667725229665,0.03165295226990743,0.0007889924085576259,0.0007999459093982421,Bumps,Bumps
0,3,0,1180,0.8331957796443742,0.000954948499776086,0.008551906289320474,0.13120533580341842,0.014018420345153418,0.0,0.01207360941795724,Bumps,Bumps
0,3,0,1005,0.23037506799054902,0.040940424361288544,0.0007405572755417957,0.38068083331899827,0.16408287742765162,0.0016946608946608948,0.18148557873131074,Other_Faults,Bumps
0,3,0,1239,0.4206722982664201,0.008960400072176218,0.052220557335302134,0.4441411005583002,0.0509152874828949,0.0048067318965025205,0.018283624388404297,Other_Faults,Bumps
0,3,0,888,0.655485017836674,0.005331677387887641,0.011966641052520708,0.24544984141496146,0.04314904410693449,0.00018181818181818183,0.03843596001920389,Bumps,Bumps
0,3,0,1216,0.8741918885352572,0.002187783051793941,0.0008357142857142857,0.10997264527991132,0.0032663508116597354,0.0002761904761904762,0.00926942755947333,Bumps,Bumps
0,3,0,942,0.4675840022125991,0.005822413025570921,0.002001786775316187,0.3296802348447439,0.11948149765553973,8.333333333333333e-05,0.07534673215289717,Bumps,Bumps
0,3,0,922,0.349907168356142,0.028084943342459083,0.0015716602635784222,0.32265528590564757,0.26955565317445596,0.0016327841439606145,0.026592504813757037,Bumps,Bumps
0,3,0,1191,0.5504443659034021,0.0033952043422295136,0.0565154358110657,0.3032554990598419,0.03809082752245495,0.03920040343092967,0.009098263930076119,Bumps,Bumps
0,3,0,1192,0.26986621132531374,0.03907932041072613,0.0024561396166935677,0.4893430555993624,0.1561308452605698,0.006306317955666036,0.03681810983166884,Other_Faults,Bumps
0,3,0,1089,0.2779359684574489,0.029983101828860367,0.019196356361989866,0.48366112084331386,0.14942495342011772,0.012260088755622695,0.02753841033264665,Other_Faults,Bumps
0,3,0,1171,0.886156711751511,0.00020098039215686275,0.003965317697600306,0.0975435265222627,0.005678409596565473,0.0,0.006455054039903835,Bumps,Bumps
0,3,0,970,0.43982164683538105,0.011869478792496694,0.014739970698501643,0.4336878865634432,0.04080163862526239,0.05146294680035865,0.007616431684556602,Bumps,Bumps
0,3,0,1102,0.2627508618072008,0.007087899267918182,0.02386261711026829,0.5979120573438207,0.08509354936621233,0.00890652375354159,0.014386491351038389,Other_Faults,Bumps
0,3,0,1113,0.21516098089302627,0.008354833964391847,0.14198603187470735,0.540696492425394,0.014033527014824366,0.00642362957705063,0.07334450425060617,Other_Faults,Bumps
0,3,0,1071,0.520169144877633,0.0012108521046522633,0.000478411306042885,0.34256447374992455,0.029834941025810163,0.0101772457872997,0.09556493114863757,Bumps,Bumps
0,3,0,1052,0.5310058052757328,0.0011926521486569945,0.0009902898550724637,0.394412086589461,0.050516692145791624,0.0020100694512459214,0.019872404534040013,Bumps,Bumps
0,3,0,1065,0.5142464329314526,0.008874582636926913,0.007228135198135198,0.3970452177448956,0.056180337285179203,0.0032635454840697804,0.01316174871934126,Bumps,Bumps
0,3,0,1255,0.5175768448042289,0.00020833333333333332,0.013749613977669614,0.41868074751204365,0.032163008788432396,0.000895637489445539,0.016725814094846452,Bumps,Bumps
0,3,0,984,0.4025574793495966,0.02918702053976388,0.06566674156218326,0.3993722950545025,0.030613173430273373,0.054800206646990375,0.01780308341668981,Bumps,Bumps
0,3,0,1193,0.29282287887069547,0.08158529439214944,0.007598713676454284,0.4109335108461952,0.11296958630562166,0.012883585624357853,0.08120643028452644,Other_Faults,Bumps
0,3,0,1110,0.1565405173842065,0.008002958462246386,0.18322445430982398,0.5691426364343962,0.015563555461446206,0.003869369808935026,0.06365650813894633,Other_Faults,Bumps
0,3,0,1202,0.4486253704672792,0.027796832556252943,0.00729011970600206,0.44372348721704963,0.024641996352610152,0.008628322784064469,0.03929387091674188,Bumps,Bumps
0,3,0,906,0.7180461146114357,0.006909948462843201,0.0009958271832413708,0.18424932669386687,0.05176399004703484,0.00018181818181818183,0.037852974819759036,Bumps,Bumps
0,3,0,1187,0.25268927698000127,0.007720391579275682,0.0528188460802105,0.6475025899404591,0.01497778652612749,0.007762745699323521,0.016528363194601922,Other_Faults,Bumps
0,3,0,1086,0.3655851447166515,0.018509632020813592,0.04484732877051841,0.5187042545320819,0.034530828217199154,0.0080421042177537,0.009780707524981568,Other_Faults,Bumps
0,3,0,1146,0.768474996583156,0.0006713286713286714,0.005230745357154026,0.20292850465663267,0.013543792232929576,0.0010615384615384619,0.008089094037260868,Bumps,Bumps
0,3,0,1049,0.574424722469112,0.002552933869199854,0.0007542388167388167,0.3778824963330234,0.0248521755338433,0.0023660107867982416,0.017167422191285427,Bumps,Bumps
0,3,0,866,0.46669933475363296,0.00463274719133785,0.003421346562882807,0.4371489131311355,0.0612326050237292,0.00030526315789473684,0.026559790179386904,Bumps,Bumps
0,3,0,948,0.4309592066886951,0.004519291245318185,0.024254071958840804,0.4589734307835959,0.04131681803422145,0.00045185185185185183,0.039525329437476435,Other_Faults,Bumps
0,3,0,1233,0.6391977739347057,0.01643614431743913,0.0017380808080808081,0.27442369826217505,0.04141194919980085,0.001786147186147186,0.02500620629165183,Bumps,Bumps
0,3,0,1120,0.18405083992382584,0.008467736426916249,0.045550106720552944,0.6706292325810121,0.01541241601687795,0.005300951587112577,0.07058871674370336,Other_Faults,Bumps
0,3,0,1169,0.6045518479721514,0.00068287841191067,0.006072034632034632,0.3536137225623843,0.02446086332118099,0.0018674338624338623,0.008751219237904525,Bumps,Bumps
0,3,0,1230,0.6030832143427364,0.03240330135604951,0.002642300358739987,0.32043118109936364,0.028281610604936742,0.005646013924604583,0.007512378313569589,Bumps,Bumps
0,3,0,1103,0.13014025904331036,0.03236474693950418,0.011565202088950467,0.6587795524303688,0.08752099134298139,0.008551182120571602,0.07107806603431358,Other_Faults,Bumps
0,3,0,920,0.7562664221957563,0.0010149572649572648,0.005640438727938728,0.19136534014465637,0.0335011807441946,0.0021820409982174684,0.010029619924279368,Bumps,Bumps
0,3,0,1098,0.03682649829627392,0.0006379310344827587,0.4599719344421278,0.4633771507337091,0.015384925227977153,0.0,0.023801560265429466,Other_Faults,Bumps
0,3,0,1011,0.4880831119826762,0.003193988832991391,0.0011921835245364658,0.4033021114753994,0.02752191110345105,0.003505123385386543,0.0732015696955598,Bumps,Bumps
0,3,0,1219,0.8413217593646788,0.005581683340891059,0.0018414231657575312,0.13643776874882835,0.006771866692283303,0.0017655806182121968,0.00627991806934905,Bumps,Bumps
0,3,0,1232,0.7717140322295367,0.010126890099805653,0.0017360962683388315,0.20011278705582541,0.004468561645077328,0.0,0.011841632701416353,Bumps,Bumps
0,3,0,1772,0.10344721412449158,0.0032455743969898652,0.03639423466464988,0.8205391289185398,0.003064357325842721,0.015504376750539268,0.017805113818947203,Other_Faults,Other_Faults
0,3,0,1839,0.08711639618915822,0.011661084658375679,0.25259505839236984,0.5874481364783013,0.03440504141987819,0.005332724177634617,0.02144155868428247,Other_Faults,Other_Faults
0,3,0,1278,0.34241550696245704,0.00481048854238333,0.01517473525666326,0.4794036296175708,0.13839167656775245,0.0008352941176470588,0.01896866893552677,Other_Faults,Other_Faults
0,3,0,1716,0.049350653295867276,0.0003484848484848485,0.0662053028560109,0.8547421914826329,0.003168609019568098,0.0038512252270147007,0.0223335332704218,Other_Faults,Other_Faults
0,3,0,1328,0.06977784725552248,0.003105685774493824,0.03079628155963929,0.8607259359397292,0.010018974435474635,0.0061637397431043945,0.01941153529203647,Other_Faults,Other_Faults
0,3,0,1927,0.0950638493774179,0.021251164698005556,0.016761062981457343,0.7246000954559969,0.07202737476486296,0.0041874755593937175,0.06610897716286619,Other_Faults,Other_Faults
0,3,0,1777,0.09386821340799063,0.014689665956877557,0.10879405251743125,0.7327733108036779,0.014926314626405483,0.003955040505303663,0.03099340218231387,Other_Faults,Other_Faults
0,3,0,1633,0.23781532582001794,0.021867227980744676,0.00800887387122681,0.6479937528321543,0.028083889390180035,0.008392753163215541,0.04783817694246118,Other_Faults,Other_Faults
0,3,0,1765,0.10959257054701793,0.022583318346475555,0.17230897597440864,0.6234610723207784,0.018227025504420836,0.004463008760033932,0.049364028546864454,Other_Faults,Other_Faults
0,3,0,1683,0.054622738872854765,0.031352659186632784,0.08695218913636678,0.6140182940276268,0.14746560807985468,0.0010905797101449274,0.06449793098651974,Other_Faults,Other_Faults
0,3,0,1483,0.02354854358403893,0.010294719538773246,0.01561970314059492,0.9196978746797491,0.027465655748557877,0.000796969696969697,0.00257653361131622,Other_Faults,Other_Faults
0,3,0,1332,0.14111356395788646,0.023737907696716656,0.010648307575044914,0.6923085889883414,0.09688241572614514,0.0021182946968337168,0.03319092135903174,Other_Faults,Other_Faults
0,3,0,1694,0.04884987017253137,0.007117625774837379,0.22181159766485287,0.5550769717582309,0.07693960217282142,0.0002666666666666667,0.08993766579005939,Other_Faults,Other_Faults
0,3,0,1528,0.08658629997047623,0.0594543610349607,0.05525817619130245,0.6097297353070419,0.10009372552834753,0.0050226287788180364,0.08385507318905326,Other_Faults,Other_Faults
0,3,0,1828,0.03803513266966497,0.007999727224959422,0.1753624448140394,0.7162936877358311,0.01119609700632333,0.03532693720879711,0.015785973340385107,Other_Faults,Other_Faults
0,3,0,1364,0.08457124478161646,0.0017640098463627876,0.10196110580348716,0.7772413927484871,0.015708628350730242,0.002326528442317916,0.016427090026998846,Other_Faults,Other_Faults
0,3,0,1375,0.05598321335597283,0.005121370927922652,0.1650372930542179,0.6819430973444025,0.031047604946224872,0.0005,0.06036742037125837,Other_Faults,Other_Faults
0,3,0,1270,0.05640234113666556,0.038619995654909305,0.06775966168837791,0.5846292363529918,0.16293728412162078,0.001506101994147535,0.08814537905128773,Other_Faults,Other_Faults
0,3,0,1595,0.06389028349646725,0.04131848476484014,0.0421061997466944,0.7282200528651291,0.048675727807313655,0.0024828041296094034,0.07330644718994615,Other_Faults,Other_Faults
0,3,0,1337,0.08921618142921853,0.0034261183261183265,0.02263535097012886,0.8491531365804349,0.004638392469818336,0.006942552710447448,0.023988267513833525,Other_Faults,Other_Faults
0,3,0,1721,0.12863683302120246,0.035164358934597115,0.01703153804521411,0.5675021669156604,0.22563340856953398,0.002317155705528972,0.023714538808263047,Other_Faults,Other_Faults
0,3,0,1640,0.3193247032267085,0.11936482583512958,0.006323122080205992,0.3195585094489295,0.2117154451754559,0.002550899858830452,0.02116249437474101,Other_Faults,Other_Faults
0,3,0,1884,0.31296748856579665,0.2543957276047463,0.0019700000000000004,0.35802258102245443,0.05210657506985299,0.008090312709082394,0.012447315028067672,Other_Faults,Other_Faults
0,3,0,1872,0.7045735534515495,0.012485726907289031,0.0,0.24172364519242565,0.03416502273741671,0.0015534186256154219,0.005498633085704024,Bumps,Other_Faults
0,3,0,1284,0.24122418847203475,0.02054289985056043,0.014321078284241734,0.47462112533339357,0.23114221526866885,0.008474338070692438,0.00967415472040859,Other_Faults,Other_Faults
0,3,0,1610,0.4708505074517146,0.009882974997089275,0.0009019607843137254,0.30634655822113027,0.1976406678720344,0.0015023627249943039,0.012874967948724171,Bumps,Other_Faults
0,3,0,1832,0.042894535156293115,0.013960323379377087,0.13798146071845424,0.748101611768073,0.017075224178787426,0.0239401474221187,0.016046697376896592,Other_Faults,Other_Faults
0,3,0,1557,0.07505438402069982,0.01457801534409074,0.16762946158221095,0.6336115943262992,0.032312214510577725,0.016727566187719634,0.060086764028401775,Other_Faults,Other_Faults
0,3,0,1856,0.08194339102319838,0.010366255099875371,0.007601090446074966,0.8069836764484668,0.034358350880138167,0.0028393735491561577,0.05590786255309067,Other_Faults,Other_Faults
0,3,0,1395,0.09077368261190653,0.02678540718041062,0.4593314928295128,0.31285417318499603,0.09479855157572095,0.0068075687702764025,0.008649123847176966,K_Scratch,Other_Faults
0,3,0,1499,0.10455533660476637,0.0045607526073500985,0.015723097917050184,0.8262767441550339,0.02830997313349085,0.0055226140381981195,0.015051481544111104,Other_Faults,Other_Faults
0,3,0,1521,0.04928840319339176,0.09641459162373442,0.027587707508013724,0.42467056023985167,0.3077149012363575,0.0004582043343653251,0.09386563186428622,Other_Faults,Other_Faults
0,3,0,1417,0.30197223775550097,0.0019842957042957043,0.005034678225585667,0.5580334794071228,0.11424955902766422,0.0026393065998329152,0.01608644327999802,Other_Faults,Other_Faults
0,3,0,1411,0.6051040631223671,0.0016039803127728823,0.00015987460815047023,0.35796004838611645,0.02893196379658686,0.0018660818713450288,0.004373987902662204,Bumps,Other_Faults
0,3,0,1369,0.18994917358815766,0.04016462543462221,0.002138589743589744,0.6825510737458828,0.04575777943598654,0.01956414659165721,0.019874611460104233,Other_Faults,Other_Faults
0,3,0,1448,0.49808906190525004,0.02582193600380423,0.014556285454872076,0.40724983499016526,0.03943480596185168,0.0003904761904761905,0.014457599493580964,Bumps,Other_Faults
0,3,0,1340,0.10055785673979944,0.008855255258809612,0.014109665246734838,0.8101145250361387,0.025612256542682555,0.006351694924031713,0.03439874625180385,Other_Faults,Other_Faults
0,3,0,1301,0.03638745073464488,0.0064460811296677915,0.0033803074272271178,0.7584657142510661,0.18817319089226356,0.0004605263157894737,0.006686729249341726,Other_Faults,Other_Faults
0,3,0,1843,0.04270163984782306,0.03331850016605575,0.06823448394437903,0.7673116976799188,0.05823077769923753,0.0011982061416844025,0.029004694520901673,Other_Faults,Other_Faults
0,3,0,1347,0.07030473689453434,0.013701027247483398,0.01233871935095084,0.37869863857036445,0.5089089058064936,0.0003628389154704944,0.01568513321470284,Pastry,Other_Faults
0,3,0,1524,0.03885372361774803,0.04868225454497005,0.10916692087544198,0.5047398472959896,0.15435529400569079,0.0018629467506065974,0.14233901290955292,Other_Faults,Other_Faults
0,3,0,1473,0.5705317667237562,0.020880507018544447,0.010510962833179033,0.3290191198692114,0.036170334085874445,0.022341229309895842,0.010546080159539235,Bumps,Other_Faults
0,3,0,1695,0.11883695652652909,0.006816786220315632,0.02004566873928631,0.7993341142781729,0.020005699039348245,0.006860208710888477,0.028100566485459826,Other_Faults,Other_Faults
0,3,0,1371,0.12935460466531268,0.01453825942619693,0.0013855555555555555,0.8004753772347748,0.01775205874680501,0.017530448576266316,0.018963695795088973,Other_Faults,Other_Faults
0,3,0,1656,0.15976328031603185,0.08693856337226036,0.011438766896894872,0.5306054735579044,0.17231929746473942,0.004267851790078872,0.03466676660209065,Other_Faults,Other_Faults
0,3,0,1500,0.11748300539958755,0.005411166473580661,0.039190381954385185,0.7956824530700293,0.022297253025998998,0.002204307591721779,0.01773143248469672,Other_Faults,Other_Faults
0,3,0,1930,0.07395386844468751,0.001953526833789991,0.03524662502461667,0.8475544841323759,0.0031253403601229687,0.00976600317429837,0.028400152030108948,Other_Faults,Other_Faults
0,3,0,1619,0.6434358854609958,0.004326711806372867,0.0011421122994652406,0.313901253256631,0.020051220399080125,0.00234835584951684,0.014794460927938518,Bumps,Other_Faults
0,3,0,1563,0.28314167427678366,0.003728832043877811,0.0017807928281915362,0.36661264411942474,0.010636085952523064,0.005656094247207453,0.32844387653199203,Other_Faults,Other_Faults
0,3,0,1821,0.07651519858785227,0.21624339638616066,0.012695798115179287,0.207063656262988,0.45753054020531414,0.0,0.029951410442506144,Pastry,Other_Faults
0,3,0,1562,0.1231952166223855,0.0064607235708608705,0.24646616264860144,0.5056167379330564,0.007594964286372954,0.01722139043372386,0.09344480450499937,Other_Faults,Other_Faults
0,3,0,1443,0.5490593184269077,0.005727925052967826,0.0013755555555555556,0.38729621593703445,0.044842234821946596,0.0003065053939195815,0.01139224481166869,Bumps,Other_Faults
0,3,0,1533,0.4831658696723201,0.00631153622428143,0.011053234995213724,0.41273773435551886,0.05876890505236174,0.0,0.027962719700304,Bumps,Other_Faults
0,3,0,1815,0.28504029167556677,0.044871387439877175,0.002630973635156938,0.3006254341539111,0.3473195403057268,0.0012914017781025453,0.01822097101165931,Pastry,Other_Faults
0,3,0,1880,0.17314972175469936,0.04303260220797292,0.011978044545504498,0.6811755364967413,0.03135446678421909,0.014430370147518483,0.044879258063344744,Other_Faults,Other_Faults
0,3,0,1863,0.08258248301008086,0.01849320089676029,0.0710759590502056,0.7932513148523433,0.011046322676291711,0.002221779865587915,0.021328939648730363,Other_Faults,Other_Faults
0,3,0,1932,0.06918045994604628,0.002612622270517007,0.04414457848860185,0.837763051950805,0.003714149504195271,0.0077702497447214094,0.034814888095113135,Other_Faults,Other_Faults
0,3,0,1564,0.53611311564928,0.0011941685765215178,0.009940390058284794,0.3866652137416696,0.011277968296093212,0.000933135274311745,0.05387600840383878,Bumps,Other_Faults
0,3,0,1859,0.36448541061189527,0.0031700647359699722,0.010709455511314822,0.5277419097651812,0.061510150258104954,0.0017430697957013744,0.03063993932183276,Other_Faults,Other_Faults
0,3,0,1831,0.0933364377435711,0.032823525293633055,0.09405275809194627,0.6524323394850383,0.10606366332270761,0.005381195003826583,0.01591008105927718,Other_Faults,Other_Faults
0,3,0,1598,0.09616856443962779,0.051675639846187844,0.013415368810882037,0.7163161812293403,0.06593494828395091,0.0029254878681436035,0.05356380952186714,Other_Faults,Other_Faults
0,3,0,1486,0.09075455856970707,0.003102210719190124,0.008870043669780512,0.8537701915858369,0.03132094123362665,0.0013691287041132242,0.010812925517745998,Other_Faults,Other_Faults
0,3,0,1449,0.3865211690471612,0.002866848755408454,0.0008522727272727273,0.5422209712000127,0.05855239373960121,0.0015169514695830486,0.007469393060960568,Other_Faults,Other_Faults
0,3,0,1583,0.051169095849021184,0.008997581812206812,0.0035095621612649475,0.7952253732172528,0.104290075490898,0.00015740740740740738,0.03665090406194939,Other_Faults,Other_Faults
0,3,0,1576,0.07721870871878773,0.014993013485446885,0.009495239540824412,0.7220440595999577,0.10845804306792378,0.00015740740740740738,0.06763352817965254,Other_Faults,Other_Faults
0,3,0,1515,0.36939227177316325,0.009801058813608283,0.018856836994637013,0.5615806748917991,0.025189538468245624,0.00268582142495186,0.012493797633594376,Other_Faults,Other_Faults
0,3,0,1612,0.8072942582540842,0.0019687567334626156,0.0,0.17232686152865243,0.017087092349826225,0.0002883597883597884,0.0010346713456149451,Bumps,Other_Faults
0,3,0,1379,0.05811969080862202,0.002351300997852722,0.1424571818724188,0.691027442481118,0.02909450228693026,0.0,0.0769498815530573,Other_Faults,Other_Faults
0,3,0,839,0.10007145847551505,0.5758216152080801,0.0011711527035056445,0.17315161851510075,0.1371544354350362,0.003072356928579166,0.009557362734183302,Dirtiness,Dirtiness
0,3,0,848,0.01591985056722992,0.8640553250605755,0.0014514439835220233,0.049914383427072606,0.04762462686946795,0.001611111111111111,0.01942325898102127,Dirtiness,Dirtiness
0,3,0,850,0.059114018416226786,0.6861241232083678,0.005404821836230505,0.1325449187133837,0.08539876892289619,0.002150865800865801,0.029262483102029804,Dirtiness,Dirtiness
0,3,0,834,0.17554614563423518,0.32879616285218083,0.0006818181818181819,0.42213987237912004,0.062271020203945426,0.004400083125172639,0.006164897623528175,Other_Faults,Dirtiness
0,3,0,864,0.12596105815153058,0.5943630349054675,0.0023322600388117625,0.15641839504254004,0.10805751660958163,0.0038835469504513464,0.008984188301616994,Dirtiness,Dirtiness
0,3,0,527,0.0012469298245614032,0.0,0.9706561150414624,0.024985052829194696,0.0002,0.0,0.002911902304781562,K_Scratch,K_Scratch
0,3,0,703,0.0,0.0,0.927579787059255,0.07135830817883985,0.0002583333333333333,0.0,0.0008035714285714286,K_Scratch,K_Scratch
0,3,0,533,0.06779315090947907,0.01818854283303132,0.3538704350213321,0.48059193521469123,0.011333356146677584,0.006379844504592788,0.06184273537019622,Other_Faults,K_Scratch
0,3,0,677,0.0,0.0,0.9854123023473452,0.01458769765265465,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,737,0.05158224315171055,0.04150733686018216,0.12969383059168693,0.48603604503763187,0.20892297860394698,0.0005960658334800211,0.08166149992136187,Other_Faults,K_Scratch
0,3,0,617,0.00036363636363636367,0.0,0.9833168210272697,0.01610316834008784,0.0,0.0,0.00021637426900584795,K_Scratch,K_Scratch
0,3,0,591,0.017126319638020405,0.0,0.911597306548863,0.055208284254644475,0.0,0.0,0.016068089558472515,K_Scratch,K_Scratch
0,3,0,454,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,595,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,353,0.008320159303247289,0.0,0.8629754548515232,0.12230347056422343,0.004520150869979246,0.0014105263157894736,0.00047023809523809523,K_Scratch,K_Scratch
0,3,0,512,0.000883188741083478,0.0,0.9898393541013509,0.00673092661552414,0.0002,0.0,0.0023465305420413782,K_Scratch,K_Scratch
0,3,0,648,0.0,0.0,0.9972861851598694,0.0026085516822358925,0.0,0.0,0.00010526315789473683,K_Scratch,K_Scratch
0,3,0,560,0.0,0.0,0.9989242857142856,0.0010757142857142855,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,575,0.0,0.0,0.9994142857142856,0.0005857142857142858,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,461,0.0013498554077501445,0.0,0.9572825614186294,0.02569498367129945,0.0033395154553049287,0.0,0.012333084047015936,K_Scratch,K_Scratch
0,3,0,348,0.029817698563386473,0.002505110816256327,0.607606727243681,0.3324459596614644,0.012708286269973576,0.011662103081341552,0.0032541143638969727,K_Scratch,K_Scratch
0,3,0,401,0.0027054334554334554,0.0,0.9921210012210013,0.0013871794871794874,0.0,0.0,0.003786385836385836,K_Scratch,K_Scratch
0,3,0,701,0.0,0.0,0.9894834215320285,0.010516578467971658,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,643,0.0,0.0,0.9997692307692307,0.0002307692307692308,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,626,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,695,0.0002,0.0,0.9871050055036125,0.012694994496387686,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,411,0.0013276331855279224,0.0,0.9802273058554791,0.011044995063416118,0.0009777777777777777,0.0,0.006422288117798953,K_Scratch,K_Scratch
0,3,0,358,0.027107373969144123,0.0004722222222222222,0.4991902015823667,0.45455177039013334,0.009016160387600015,0.0070671499436294645,0.0025951215049041135,K_Scratch,K_Scratch
0,3,0,384,0.2597388426414488,0.00488939659374442,0.2097114802238628,0.4424756645999413,0.07178365718333439,0.006143853158801335,0.0052571055988676115,Other_Faults,K_Scratch
0,3,0,389,0.198550394065626,0.019781190076929737,0.022240493376269564,0.40970898701699626,0.32967871037279306,0.0004615067079463364,0.019578718383439744,Other_Faults,K_Scratch
0,3,0,711,0.030099170368426787,0.003543404605818793,0.8471384949243003,0.08519651070104853,0.014760103723928138,0.0009278260869565217,0.01833448958952067,K_Scratch,K_Scratch
0,3,0,387,0.27971492050686825,0.007424744579092405,0.1745688106664043,0.45086778446551623,0.07463429791051973,0.007256629093774067,0.005532812777825564,Other_Faults,K_Scratch
0,3,0,650,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,431,0.0006779255831887411,0.0,0.9975649429517849,0.0007938596491228069,0.0002,0.0,0.0007632718159033949,K_Scratch,K_Scratch
0,3,0,587,0.05490073624683626,0.004682885286941014,0.7268859277839623,0.16723220047672155,0.013214249984538459,0.0016353389072445337,0.031448661313755795,K_Scratch,K_Scratch
0,3,0,599,0.0,0.0,0.9998571428571429,0.00014285714285714284,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,614,0.00036363636363636367,0.0,0.9963334224598928,0.003302941176470588,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,638,0.0,0.0,0.9992000000000001,0.0008,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,451,0.0,0.0,0.9994166666666667,0.0005833333333333333,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,592,0.00013333333333333334,0.0,0.9957655325720031,0.0030857494792788914,0.0,0.0,0.0010153846153846153,K_Scratch,K_Scratch
0,3,0,642,0.0,0.0,0.9986363636363637,0.0013636363636363637,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,375,0.015542784849048141,0.0005,0.8772863948003261,0.0962317638622528,0.006456491341102325,0.002988167388167388,0.0009943977591036414,K_Scratch,K_Scratch
0,3,0,518,0.02888739900719372,0.0017114986462812547,0.7972929692740334,0.11923477446131986,0.010967291328046474,0.02078769661710838,0.02111837066601705,K_Scratch,K_Scratch
0,3,0,535,0.0,0.0,0.9978735714285714,0.0019264285714285713,0.0,0.0,0.0002,K_Scratch,K_Scratch
0,3,0,27,0.1862988308610954,0.07927405567815698,0.004559849472030789,0.2924189988598588,0.428863690894391,0.0004722222222222222,0.008112352012245378,Pastry,Pastry
0,3,0,33,0.18757046957837423,0.018617533127900036,0.008107599555056189,0.2826971282268612,0.4941281737925965,0.0006127206127206127,0.008266375106491588,Pastry,Pastry
0,3,0,137,0.16189316455638697,0.01992793173112664,0.009586556589987735,0.2149109074890242,0.5758734110775248,0.0010742051206447491,0.016733823435305464,Pastry,Pastry
0,3,0,47,0.33835383769541727,0.025719482972560506,0.0015087362310891724,0.2418636923442433,0.37461412050778214,0.0004895768833849328,0.017450553365523418,Pastry,Pastry
0,3,0,132,0.05077135121949118,0.012422597013075241,0.00134671602906897,0.10470474946989393,0.8267842278646916,0.0,0.003970358403779456,Pastry,Pastry
0,3,0,88,0.19024338498153132,0.1009348274139007,0.0021792255892255892,0.2399902233335476,0.44140307676029156,0.001303464864206552,0.023945797057297255,Pastry,Pastry
0,3,0,68,0.23356090008620445,0.013520598015152463,0.006446841744838577,0.5280956983674501,0.19748160589464284,0.00210010812348139,0.018794247768230982,Other_Faults,Pastry
0,3,0,73,0.13369201642223308,0.008128510610156259,0.001463681463182112,0.6013539837838148,0.21894493961878655,0.002142755283931755,0.03427411281789601,Other_Faults,Pastry
0,3,0,93,0.23330741419537868,0.01700739502676629,0.0673955500148214,0.5624831414053336,0.10004459751052591,0.0022252077128238116,0.017536694134350612,Other_Faults,Pastry
0,3,0,21,0.038527693646373276,0.014271312196003404,0.011634405679588788,0.6619814850063037,0.26538419906914235,0.0,0.008200904402588935,Other_Faults,Pastry
0,3,0,59,0.19855746767330767,0.017742690753244996,0.0023400883898709985,0.3848920453218013,0.32423743018232365,0.0032015316524907317,0.06902874602696102,Other_Faults,Pastry
0,3,0,24,0.04851188529345243,0.014503649474196164,0.04368180968222853,0.6411858641990963,0.23348272585402113,0.0002095238095238095,0.018424541687481956,Other_Faults,Pastry
0,3,0,127,0.062791553922009,0.02240507305502661,0.0038997261382438062,0.3844146932378694,0.5100865176472988,0.00019617224880382774,0.01620626375074892,Pastry,Pastry
0,3,0,26,0.13564235992910426,0.029580755788390162,0.009269251455782616,0.3032512884911592,0.5133920827860943,0.00011764705882352942,0.008746614490646747,Pastry,Pastry
0,3,0,94,0.19663242044472398,0.0106200462475062,0.047500982078997944,0.5961127536893369,0.12291531860732079,0.015018116058348255,0.011200362873766426,Other_Faults,Pastry
0,3,0,104,0.04158889470920743,0.018318933757205537,0.004210158362524091,0.25234920158707375,0.6689707255704846,0.0,0.014562086013504734,Pastry,Pastry
0,3,0,320,0.022365280843454214,0.001321955756661639,0.001007474393959789,0.2480308491791383,0.006276298978587308,0.00018181818181818183,0.7208163226663808,Z_Scratch,Z_Scratch
0,3,0,308,0.05545913458225902,0.0003952941176470588,9.090909090909092e-05,0.21080620738096773,0.047815249048724126,0.0002994652406417112,0.6851337405388516,Z_Scratch,Z_Scratch
0,3,0,261,0.02456769998237355,0.0014630362932450223,0.011555322583819016,0.051883697949664485,0.008472965398172876,0.0,0.9020572777927252,Z_Scratch,Z_Scratch
0,3,0,194,0.03946955893319326,0.0006855218855218856,0.0001111111111111111,0.056027565133739535,0.008897600020192745,9.090909090909092e-05,0.8947177338253325,Z_Scratch,Z_Scratch
0,3,0,328,0.0765484460552754,0.00959446452591694,0.0013836194764987335,0.27540320353623776,0.05631874380196876,0.00011764705882352942,0.580633875545279,Z_Scratch,Z_Scratch
0,3,0,174,0.022328719001518164,0.0012343386243386244,0.0,0.05997530858426807,0.015431025030691874,0.0,0.9010306087591828,Z_Scratch,Z_Scratch
0,3,0,258,0.044204840487466195,0.008512068356953267,0.00040336134453781514,0.0793439027620632,0.06304115024206788,0.00041666666666666664,0.8040780101402448,Z_Scratch,Z_Scratch
0,3,0,333,0.09715583883686366,0.004749988791165261,0.21627538695954032,0.5488045623799549,0.010849849342904491,0.009205830783710038,0.11295854290586155,Other_Faults,Z_Scratch
0,3,0,298,0.010684809052989156,0.0043841991341991345,0.001012987012987013,0.04895560601257086,0.02432980353378074,0.0,0.910632595253473,Z_Scratch,Z_Scratch
0,3,0,336,0.12001834677668936,0.0036404126498728734,0.09214655606162078,0.6541584477637328,0.005933823685774149,0.017058122203373428,0.10704429085893723,Other_Faults,Z_Scratch
0,3,0,190,0.04971256613062009,0.0004615384615384616,0.002627529682792841,0.07467478800796934,0.002035509722923911,0.0008147869674185464,0.8696732810267368,Z_Scratch,Z_Scratch
0,3,0,315,0.0207331247017591,0.0010720745920745922,0.0012213893319156478,0.2347280412153766,0.012953562229742695,7.407407407407407e-05,0.7292177338550575,Z_Scratch,Z_Scratch
0,3,0,310,0.034985690652383515,0.001988484848484849,0.002466131907308378,0.18054078576011728,0.02669408371463507,0.0009523809523809524,0.75237244216469,Z_Scratch,Z_Scratch
0,3,0,202,0.02401039308669473,0.009400981297194869,0.014455606278452554,0.19084798349793017,0.07171275832166207,0.0,0.6895722775180665,Z_Scratch,Z_Scratch
0,3,0,317,0.037213667100237956,0.00148,0.00011764705882352942,0.23393420904287784,0.01829125400014008,0.0,0.7089632227979207,Z_Scratch,Z_Scratch
0,3,0,244,0.14711645907004295,0.005727945879370027,0.004106738551303769,0.22412665611005883,0.04027695373920779,0.004110189397805496,0.5745350572522113,Z_Scratch,Z_Scratch
0,3,0,206,0.06481324434827263,0.0016377327079414364,0.3205833271379742,0.2803141183784226,0.06507309283644798,0.0005454545454545454,0.26703303004548695,K_Scratch,Z_Scratch
0,3,0,288,0.032645170307649095,0.004526318126318127,0.0012595124174071542,0.07871732838964395,0.0828968452427137,9.523809523809523e-05,0.7998595874210302,Z_Scratch,Z_Scratch
0,3,0,301,0.13983893288632282,0.010780154914560506,0.00555715772531562,0.37457871964854816,0.008782552418508175,0.008844415566535637,0.451618066840209,Z_Scratch,Z_Scratch
0,3,0,798,0.020637787039143395,0.0014177489177489178,0.019939190928896806,0.0801931594471048,0.0016487301587301585,0.8721063146999913,0.004057068808384598,Stains,Stains
0,3,0,769,0.006563625446683916,0.0,0.049288783722297606,0.08800120996022877,0.00018181818181818183,0.8559645626889719,0.0,Stains,Stains
0,3,0,771,0.005843379026437496,0.0,0.0009108187134502923,0.03282747464841287,0.00018181818181818183,0.9602365094298814,0.0,Stains,Stains
0,3,0,768,0.009501989266771878,0.0005,0.008008907466802205,0.05033405070393625,0.0024239898989898987,0.9282166901938644,0.0010143724696356276,Stains,Stains
0,3,0,796,0.151550940691177,0.01730666872002179,0.05800670342858624,0.605980206063117,0.014755243784871593,0.09720625286554672,0.055193984446680035,Other_Faults,Stains
0,3,0,784,0.00314948610776197,0.0,0.0,0.0065508535908535915,0.0,0.9902996603013845,0.0,Stains,Stains
0,3,0,793,0.01675188560545808,0.003978350768224909,0.0652761906592233,0.10288794643100883,0.004184831158730741,0.8036040419553379,0.0033167534220165796,Stains,Stains
0,4,0,1048,0.5402096143754506,0.0008807590557590556,0.0026527717806490185,0.3693609826481942,0.06633365509122274,0.0019334948528884454,0.018628722195835844,Bumps,Bumps
0,4,0,1237,0.40180155751224444,0.011584735584815093,0.005609154570919276,0.4626081246906423,0.010118586449971451,0.004850348661997791,0.10342749252940928,Other_Faults,Bumps
0,4,0,1181,0.22867556397110514,0.014350645096207544,0.0013863636363636363,0.24581874441732068,0.4928797711615798,0.0,0.016888911717423623,Pastry,Bumps
0,4,0,915,0.7989480134209719,0.0031315252168799077,0.00025,0.15510359481900562,0.036828071629765646,0.002164012973610497,0.0035747819397664595,Bumps,Bumps
0,4,0,1116,0.27130735086351154,0.005274860798031481,0.04796025139072253,0.6217362313212906,0.009350453735353453,0.009591880398758358,0.03477897149233233,Other_Faults,Bumps
0,4,0,1184,0.8143752283526846,0.0033786854356513793,0.00023529411764705883,0.1593108139719998,0.014496179357926693,0.00011764705882352942,0.00808615170526666,Bumps,Bumps
0,4,0,1164,0.6849461979014304,0.0018306116080715623,0.011508272707684468,0.273686651159939,0.006267137615155517,0.0007847985347985347,0.02097633047292018,Bumps,Bumps
0,4,0,1208,0.8396221801882118,0.0025962805039034197,0.0005904761904761905,0.13613896002507045,0.0053136715534913646,0.0011188034188034188,0.014619628120044054,Bumps,Bumps
0,4,0,1217,0.918320324605995,0.003604866362489278,0.0012349206349206348,0.06831480907031404,0.0019627502846684434,0.0006029411764705883,0.005959387865142341,Bumps,Bumps
0,4,0,882,0.7100810775647519,0.0009378066378066378,0.0008237595737595738,0.26078253850436417,0.01185343911257506,0.0007525676937441643,0.014768810912997959,Bumps,Bumps
0,4,0,1215,0.746068889683841,0.005096386558506629,0.0011375188536953242,0.21342403905493285,0.007683862002719414,0.0022872908379834374,0.02430201300832143,Bumps,Bumps
0,4,0,1185,0.7629375948939019,0.002758526440879382,0.0009281512605042018,0.20748015689235666,0.01705770499630698,0.0,0.008837865516051677,Bumps,Bumps
0,4,0,989,0.5569386689455492,0.011245333043488917,0.001038188296500317,0.34652101112951395,0.06415133980974011,0.003397525099225866,0.016707933675981855,Bumps,Bumps
0,4,0,870,0.2985610908031378,0.007444369722573386,0.06422711416824438,0.5531173050208069,0.0515449874956436,0.010922890910010308,0.014182241879583076,Other_Faults,Bumps
0,4,0,1212,0.8518351897802473,0.0019282532125486284,0.0008238095238095238,0.13322507690379828,0.0010015885563711652,0.0004444444444444444,0.01074163757878053,Bumps,Bumps
0,4,0,940,0.7480551494961871,0.006338019010027913,0.005381914381914381,0.16094005826104277,0.03432473055435789,0.00025396825396825396,0.0447061600425021,Bumps,Bumps
0,4,0,941,0.5109826820182806,0.011100227280534187,0.004450665851624931,0.4158820738604533,0.036219015517755256,0.001930796774604824,0.01943453869674693,Bumps,Bumps
0,4,0,935,0.35921582816666936,0.0209772542384878,0.0032495734657499364,0.3415269330398843,0.1944628409818933,0.0005227272727272727,0.08004484283458829,Bumps,Bumps
0,4,0,991,0.5992169981093954,0.020650703525546696,0.0034026418026418025,0.26308769819027694,0.035707643612949154,0.0002,0.07773431475919028,Bumps,Bumps
0,4,0,900,0.5968912602258495,0.003775719420795473,0.00278069531947241,0.24397143699901017,0.07404892577364479,0.06170350586805696,0.01682845639317121,Bumps,Bumps
0,4,0,926,0.5195094382900061,0.011049710892849828,0.009371022388917126,0.29834823114392095,0.10708155847473383,0.0008106060606060606,0.053829432748966316,Bumps,Bumps
0,4,0,897,0.7456295611180874,0.003744931614279441,0.00040059523809523803,0.2134638683478021,0.02319720657450794,0.0044963292813138015,0.009067507825914594,Bumps,Bumps
0,4,0,1245,0.7016156506773887,0.013750520097280648,0.008176854238526068,0.21976366625827462,0.03436433740929267,0.016523085718777447,0.00580588560045961,Bumps,Bumps
0,4,0,1243,0.5375705265730484,0.003974690741872059,0.023882546291598535,0.38987881474793085,0.031784989564140234,0.008101302282903775,0.004807129798505488,Bumps,Bumps
0,4,0,1221,0.4397185500545989,0.03486705816348676,0.0072218604413489314,0.3832211044093302,0.09148608987649895,0.0009676441102756892,0.04251769294446043,Bumps,Bumps
0,4,0,1019,0.550134517401249,0.007030797434942678,0.0034625541125541124,0.38877780349402985,0.02676302038830122,0.0007,0.023131307168923265,Bumps,Bumps
0,4,0,1264,0.39469959540140537,0.025476405712363436,0.0003602941176470588,0.39814376779946364,0.0948858182976458,0.002041202338391244,0.0843929163330833,Other_Faults,Bumps
0,4,0,1190,0.42518715904578663,0.04179882272555369,0.01150304683764993,0.40719520981093116,0.05281720986874846,0.029619540347831565,0.031879011363498015,Bumps,Bumps
0,4,0,1095,0.2610974670624706,0.038579861583589066,0.039518912369807306,0.4400929338946124,0.18157555023138544,0.002397450422429071,0.03673782443570614,Other_Faults,Bumps
0,4,0,950,0.3216744556454092,0.0022288482759070995,0.00017391304347826085,0.5709594258789855,0.07503946964495807,0.003619864612511672,0.026304022898750494,Other_Faults,Bumps
0,4,0,1097,0.23095002302679918,0.015938449576827926,0.07707049588593286,0.5461451747749183,0.08340098648568815,0.003697630522660809,0.04279723972717293,Other_Faults,Bumps
0,4,0,1172,0.8229756746186727,0.0009766233766233766,0.002258156229824053,0.15925554733409342,0.0062258992887630656,0.0013861904761904762,0.0069219086758328255,Bumps,Bumps
0,4,0,1240,0.4986261533733963,0.021433433137121722,0.014882085887968237,0.3996203658579542,0.03288769803682765,0.011952051837900985,0.02059821186883127,Bumps,Bumps
0,4,0,1156,0.45845756188296294,0.023077377842518565,0.020097100375009253,0.3824693967366884,0.040938358416935466,0.0011877041457626165,0.07377250060012332,Bumps,Bumps
0,4,0,1155,0.675303494947143,0.008064896078607768,0.018308005782225727,0.2489081614831124,0.012716459729229955,0.0006787878787878788,0.03602019410089342,Bumps,Bumps
0,4,0,1249,0.6097428008933361,0.004300070160317838,0.02221763604004502,0.30600454686755246,0.03606674848217133,0.010109739221969519,0.011558458334606765,Bumps,Bumps
0,4,0,1022,0.5069714730925076,0.003122579123538202,0.0017098437794089967,0.424620547234767,0.049142145130889686,7.407407407407407e-05,0.014359337564814747,Bumps,Bumps
0,4,0,1258,0.5174975490944322,0.0077986155914948506,0.004469090060266531,0.4018871549653828,0.056939721789657914,0.0016024955436720143,0.009805372955093641,Bumps,Bumps
0,4,0,1091,0.5813092235919808,0.00871775173254836,0.025209194538706448,0.3034680998361239,0.04279221365565649,0.03123828533162461,0.007265231313359726,Bumps,Bumps
0,4,0,1260,0.5977424211714328,0.01619320707921125,0.0023114997905320485,0.2951031772422809,0.03882916219108272,0.0,0.049820532525460516,Bumps,Bumps
0,4,0,1885,0.18652127551664804,0.004134721727846644,0.00028547922665569724,0.6660227556024656,0.12211730747167555,0.001587964988228146,0.019330495466480305,Other_Faults,Other_Faults
0,4,0,1669,0.36902224471975237,0.006335402987105773,0.003632507390307902,0.49603479647540905,0.03197978369277589,0.0011656565656565656,0.09182960816899241,Other_Faults,Other_Faults
0,4,0,1468,0.43235466278228846,0.013883689763946078,0.022519907959494375,0.40860990683241033,0.08294831069320761,0.033562172647089696,0.006121349321563754,Bumps,Other_Faults
0,4,0,1639,0.4023919289400937,0.0064290693161402545,0.0020210658622423334,0.49172570756006245,0.014772564406510764,0.005569125916709037,0.07709053799824189,Other_Faults,Other_Faults
0,4,0,1522,0.08995948425778416,0.07092574571351984,0.013035242295299544,0.515370445341195,0.24801053753135832,0.0009202380952380952,0.06177830676560536,Other_Faults,Other_Faults
0,4,0,1327,0.0724861487243706,0.019384877470385614,0.04003791957326184,0.7784372103656159,0.04850449742878903,0.003426023786765474,0.03772332265081153,Other_Faults,Other_Faults
0,4,0,1621,0.3192269285771405,0.002958447277285613,0.0054514861665756805,0.5187487512468993,0.11352095641754227,0.0014286274509803922,0.038664802863576674,Other_Faults,Other_Faults
0,4,0,1430,0.4552443581320991,0.0033895427336645056,0.003434025125201596,0.45530986305277665,0.026161519904054523,0.00636741382972033,0.050093277222483204,Other_Faults,Other_Faults
0,4,0,1323,0.17257036980442417,0.028340649753271593,0.006940882498884467,0.4968449434628471,0.25539400265106793,0.0015113589309241485,0.03839779289858115,Other_Faults,Other_Faults
0,4,0,1818,0.18168247442860022,0.19075976034619074,0.011651672367182528,0.36022959522272185,0.22311806283341626,0.0068802180801563455,0.025678216721732657,Other_Faults,Other_Faults
0,4,0,1516,0.10593793765673487,0.16956416779959915,0.07247822027325862,0.3488662601758733,0.18478821292814915,0.0007360793287566743,0.11762912183762843,Other_Faults,Other_Faults
0,4,0,1750,0.024689724164036336,0.0005191762013729977,0.0016213110560936647,0.19677565842881312,0.0023451600315393417,0.0,0.7740489701181452,Z_Scratch,Other_Faults
0,4,0,1597,0.049519160342018025,0.15086495402212038,0.019001438861711867,0.5238479599290543,0.19838405971031986,0.0006845238095238095,0.057697903325251945,Other_Faults,Other_Faults
0,4,0,1764,0.13481135023402419,0.015947434302584395,0.1355544281893633,0.6425140900747297,0.015837255674558813,0.0030452634677059233,0.052290178057033794,Other_Faults,Other_Faults
0,4,0,1508,0.09141439667812944,0.015316818548257501,0.019989443295720048,0.822778875359281,0.02228478712328287,0.004824762281959078,0.02339091671336993,Other_Faults,Other_Faults
0,4,0,1544,0.16455423466514033,0.028377199705750193,0.06186597227994326,0.7032654813761157,0.015479930115155466,0.0038197539867100214,0.02263742787118464,Other_Faults,Other_Faults
0,4,0,1403,0.3922760553300553,0.00620440496768603,0.08191035760553278,0.4409620086969924,0.06268868889654447,0.0052939878778087155,0.010664496625380692,Other_Faults,Other_Faults
0,4,0,1330,0.04475694432480067,0.0011429828341593046,0.028894285043830285,0.896511681979667,0.0033164126126785974,0.005204438741139509,0.02017325446372501,Other_Faults,Other_Faults
0,4,0,1836,0.0552475775840946,0.010234663347077537,0.1457530262717331,0.7643141753470987,0.008487596069744408,0.0036888479636305728,0.012274113416620819,Other_Faults,Other_Faults
0,4,0,1539,0.2774151483151548,0.008073529116820273,0.03508501502598033,0.592922402958485,0.020089437466883655,0.03155540124537969,0.03485906587129571,Other_Faults,Other_Faults
0,4,0,1835,0.10273354488668501,0.0038919653153863675,0.29122654421656097,0.5155214972019884,0.04874603261607731,0.022014499266135128,0.015865916497167003,Other_Faults,Other_Faults
0,4,0,1572,0.2030955451897953,0.01164491723687582,0.0006285714285714285,0.28156336895096473,0.4863669070110903,0.0,0.01670069018270227,Pastry,Other_Faults
0,4,0,1790,0.3392274877404781,0.12733174848736353,0.0065856779958947155,0.3971804459310236,0.04880538182392906,0.006651776398348128,0.074217481622963,Other_Faults,Other_Faults
0,4,0,1581,0.04773893530072882,0.013722893931422673,0.0016438031838489503,0.7680386679869856,0.12383517906686668,0.000125,0.0448955205301476,Other_Faults,Other_Faults
0,4,0,1898,0.11238434627897431,0.02235795070449061,0.004102509418685889,0.8130353948754232,0.020804308015723076,0.017478409585060552,0.0098370811216423,Other_Faults,Other_Faults
0,4,0,1780,0.06420017596190182,0.007577947713284905,0.10494692200792084,0.7872007841074837,0.003052685355232317,0.0068590930624791175,0.02616239179169791,Other_Faults,Other_Faults
0,4,0,1690,0.05009585934989789,0.006797847637076707,0.16221929086558717,0.5699447225593404,0.09725919575889191,0.00044285714285714284,0.11324022668634887,Other_Faults,Other_Faults
0,4,0,1475,0.4147589666166885,0.010019523494134475,0.042741079149809486,0.4924620823372042,0.01449916126703875,0.012064741074137884,0.01345444606098683,Other_Faults,Other_Faults
0,4,0,1823,0.21562461723292037,0.0016779899838723366,0.011774392610313666,0.4965456116746274,0.03128710474263452,0.0023528425311545517,0.24073744122447746,Other_Faults,Other_Faults
0,4,0,1922,0.07470868420193386,0.005340025082528784,0.09604392909215259,0.7598317786436568,0.01933329462251596,0.00122137695211864,0.04352091140509317,Other_Faults,Other_Faults
0,4,0,1713,0.24470198080407973,0.030836957364061397,0.08952384300540732,0.536986343482909,0.07343391178198479,0.010374657942527102,0.014142305619030616,Other_Faults,Other_Faults
0,4,0,1552,0.38575942513476535,0.0171623138518429,0.09392533597921199,0.3687071459172211,0.04025119758836831,0.02631252327818955,0.0678820582504007,Bumps,Other_Faults
0,4,0,1276,0.0,0.0,0.9822351898101896,0.017764810189810187,0.0,0.0,0.0,K_Scratch,Other_Faults
0,4,0,1419,0.4893008785336269,0.004053814611253213,0.005233391226140099,0.25562650691265565,0.03553977407201662,0.0014716699100352862,0.2087739647342725,Bumps,Other_Faults
0,4,0,1662,0.322142575295085,0.10195560743094498,0.006049655046150722,0.3972118757378281,0.13705277131274785,0.008666163612084502,0.0269213515651593,Other_Faults,Other_Faults
0,4,0,1827,0.09388124247508871,0.009170818743557336,0.2706997897508375,0.3707558386501138,0.026699548240903728,0.21991355350262873,0.008879208636870202,Other_Faults,Other_Faults
0,4,0,1469,0.37507991972012333,0.024861140507812334,0.021327034823858077,0.36437055453841555,0.08216379283471642,0.1277403674552529,0.004457190119821699,Bumps,Other_Faults
0,4,0,1744,0.08013984065467644,0.0063675962421937665,0.040573891820927264,0.8215977353442501,0.01039940108676614,0.00922107946208431,0.03170045538910178,Other_Faults,Other_Faults
0,4,0,1489,0.09404221802379806,0.007299327059324369,0.005495186676069029,0.8080740171591287,0.06127783031270471,0.003132857142857143,0.0206785636261175,Other_Faults,Other_Faults
0,4,0,1918,0.16336445529168123,0.0027411879297173413,0.062235821832209395,0.6958851065138686,0.017596485197846085,0.010149632800133724,0.04802731043454335,Other_Faults,Other_Faults
0,4,0,1900,0.1160808487454943,0.012687083810308334,0.0019173564709471292,0.810568578156671,0.025118801850232138,0.024131292569672756,0.009496038396675089,Other_Faults,Other_Faults
0,4,0,1670,0.4581665799335297,0.048822396834194856,0.0033194444444444443,0.44634783416205187,0.021174999949334944,0.002529419408010066,0.019639325268433715,Bumps,Other_Faults
0,4,0,1579,0.04827396990836404,0.013755847905553118,0.0020412390812848476,0.7859944899196208,0.10367698253391193,0.000125,0.04613247065126555,Other_Faults,Other_Faults
0,4,0,1269,0.19690740460153103,0.12414615130313982,0.011601116499026717,0.35997264546660945,0.21844627569450564,0.004179896198809242,0.08474651023637868,Other_Faults,Other_Faults
0,4,0,1525,0.09780166293857306,0.05013582478483982,0.019688302846677455,0.4678335434004875,0.2610670081698639,0.0023434704184704183,0.10113018744108816,Other_Faults,Other_Faults
0,4,0,1358,0.15397087662094308,0.01279806843413587,0.25523284880479646,0.46521896288704434,0.045770112665562634,0.02578360287728304,0.04122552771023476,Other_Faults,Other_Faults
0,4,0,1433,0.7070371852818672,0.06059443625117,0.0012256233421750662,0.20349264872663708,0.024565617855338038,0.0003250544662309368,0.002759434076581784,Bumps,Other_Faults
0,4,0,1560,0.09170250019786232,0.0012581673512619801,0.036793952825067366,0.13552513975657074,0.012169542102777396,0.7200409334566963,0.0025097643097643095,Stains,Other_Faults
0,4,0,1847,0.16707814620078196,0.048063952386734735,0.022016032097233358,0.6047953274521106,0.11962563277035959,0.001915597256773727,0.036505311836006464,Other_Faults,Other_Faults
0,4,0,1723,0.08030812066487532,0.003265105562241113,0.07034227525630608,0.7907788069928665,0.019356393462424588,0.006369386257416274,0.029579911803869933,Other_Faults,Other_Faults
0,4,0,1926,0.22973271742755422,0.028561576200515932,0.02334460373797095,0.6039373051907866,0.061359504555884674,0.014156668748362368,0.03890762413892517,Other_Faults,Other_Faults
0,4,0,1933,0.09121004140658975,0.001968518592753534,0.05667379659304614,0.8061485973942304,0.004857850005396966,0.007535857371242348,0.03160533863674096,Other_Faults,Other_Faults
0,4,0,1426,0.6019242392378663,0.0012133977433890805,0.0025620541882168967,0.3186153858189051,0.027563322411602132,0.003436596880931246,0.044685003719089525,Bumps,Other_Faults
0,4,0,1875,0.15668564670523916,0.08965294564290921,0.0011421281333046038,0.708847765093275,0.030048323303905354,0.007306793964956659,0.0063163971564099445,Other_Faults,Other_Faults
0,4,0,1568,0.4893028804372065,0.006676012133023846,0.00033626869105129976,0.4255566492311452,0.03186271854182693,0.0027610875758701846,0.043504383389876056,Bumps,Other_Faults
0,4,0,1631,0.408996808398585,0.001994059967044218,0.000447524154589372,0.5071437738021399,0.06688847275281173,0.001832713256242668,0.012696647668587028,Other_Faults,Other_Faults
0,4,0,1488,0.11601293837736407,0.004787308420031533,0.011317716300017416,0.8270666441520719,0.019412972945279817,0.0021808866846947344,0.019221533120540764,Other_Faults,Other_Faults
0,4,0,1548,0.42535085414897156,0.015571356316467869,0.06333929272452105,0.3414098668993215,0.05589383418958884,0.027722504359363624,0.07071229136176518,Bumps,Other_Faults
0,4,0,1894,0.3229302223424591,0.014179174681403112,0.0015065169612995702,0.5834132131187207,0.015770980890603987,0.004973697501329081,0.05722619450418501,Other_Faults,Other_Faults
0,4,0,1474,0.6409801867640613,0.005958388976005076,0.014516776226521325,0.2972989520278093,0.028774428752370834,0.006086701460202987,0.006384565793027943,Bumps,Other_Faults
0,4,0,1672,0.5825967454201992,0.01258200854573852,0.0008676470588235293,0.3465934687520953,0.03508987484661152,0.000640909090909091,0.021629346285622356,Bumps,Other_Faults
0,4,0,1289,0.021910379762705857,0.012188976874992676,0.2520755732762487,0.3367484650723008,0.25976171662689174,0.00028695652173913046,0.1170279318651215,Other_Faults,Other_Faults
0,4,0,1655,0.23735386880042517,0.13684177272226283,0.006044743564443574,0.4434028624847439,0.11597425521842722,0.006377362979372672,0.05400513423032545,Other_Faults,Other_Faults
0,4,0,1909,0.09709497045209296,0.0031336448004068147,0.06071912420237136,0.7658607198211205,0.003294400417712438,0.006329121723686942,0.06356801858260851,Other_Faults,Other_Faults
0,4,0,1693,0.052700286333844125,0.08622547798412555,0.013705846551543544,0.44618500174378956,0.35181114371458777,0.00036363636363636367,0.04900860730847363,Other_Faults,Other_Faults
0,4,0,1482,0.0412376388082617,0.012429072211472445,0.015998931610911083,0.6962396833342429,0.21549443331854018,0.0,0.018600240716572236,Other_Faults,Other_Faults
0,4,0,1493,0.15847733491329377,0.013072894298683772,0.013843533665650066,0.7098874958837176,0.06121060948574183,0.004627906941325976,0.03888022481158662,Other_Faults,Other_Faults
0,4,0,1728,0.17306827221589527,0.006007896408369068,0.04543938691501486,0.7065663618683485,0.030672307736790295,0.014899878454330606,0.023345896401251093,Other_Faults,Other_Faults
0,4,0,851,0.03850708435924558,0.6512033984062738,0.007964306422029534,0.12252323288200612,0.13267707216122482,0.0019318123905080426,0.04519309337871246,Dirtiness,Dirtiness
0,4,0,811,0.13233248708638815,0.11649823189253879,0.0204984293202415,0.47499525833899725,0.21227485969570137,0.0010249682176455633,0.04237576544848787,Other_Faults,Dirtiness
0,4,0,843,0.04583553125135926,0.7293414008601139,0.002167160325055062,0.07777485246409553,0.12623007648506168,0.0023296064483021004,0.016321372166012937,Dirtiness,Dirtiness
0,4,0,845,0.02722247076245065,0.8030772458832844,0.0032332312106911646,0.07082965062953916,0.06243841031240652,0.0034945637132593656,0.029704427488369135,Dirtiness,Dirtiness
0,4,0,844,0.05189519325674684,0.6214266609911481,0.014125584197289676,0.1508238587200303,0.10374299360754366,0.0014340927188753274,0.056551616508366646,Dirtiness,Dirtiness
0,4,0,713,0.010709240655474891,0.000625,0.9525354547853886,0.023468465870882298,0.0023745115995115994,0.0,0.010287327088742559,K_Scratch,K_Scratch
0,4,0,521,0.0,0.0,0.9978132756132757,0.0021867243867243866,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,687,0.0002843137254901961,0.0,0.9655750478653425,0.0335729913503436,0.0,0.0,0.0005676470588235294,K_Scratch,K_Scratch
0,4,0,511,0.0001111111111111111,0.0,0.9993030303030304,0.0,0.0,0.0,0.0005858585858585859,K_Scratch,K_Scratch
0,4,0,372,0.006662512304554302,0.00043813131313131317,0.9338527558710533,0.053577627832851915,0.005051043385480238,0.0002361111111111111,0.00018181818181818183,K_Scratch,K_Scratch
0,4,0,487,0.0,0.0,0.9940992623561509,0.0025688572779130055,0.0,0.0,0.0033318803659360932,K_Scratch,K_Scratch
0,4,0,604,0.0,0.0,0.9989545454545454,0.0010454545454545454,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,432,0.0004566764504845,0.0,0.9946872318084392,0.0031190464763994176,0.0005523809523809524,0.0,0.0011846643122958912,K_Scratch,K_Scratch
0,4,0,478,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,524,0.04789262347426945,0.002844647360312322,0.7618486374016554,0.14323322504092692,0.009403171667602649,0.0,0.03477769505523283,K_Scratch,K_Scratch
0,4,0,672,0.0003532792427315754,0.0,0.9917037360937461,0.007625337604698659,0.0,0.0,0.0003176470588235294,K_Scratch,K_Scratch
0,4,0,399,0.009947293143732773,0.0,0.9455809704657231,0.041173976840153295,0.0008857142857142857,0.0,0.002412045264676843,K_Scratch,K_Scratch
0,4,0,361,0.005314936900941747,0.000125,0.9360988324282752,0.053416570401670777,0.0049196602691126004,0.000125,0.0,K_Scratch,K_Scratch
0,4,0,444,0.0,0.0,0.9995,0.0005,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,452,0.06950663626759515,0.017039354024602504,0.3791382720323307,0.3867513522423204,0.03924313407937899,0.0014088566827697262,0.10691239467100311,Other_Faults,K_Scratch
0,4,0,620,0.0,0.0,0.998450505050505,0.0015494949494949495,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,390,0.4360534386813441,0.00047604588394062076,0.010675964043770947,0.5026100462119751,0.03617258518646177,0.0002666666666666667,0.013745253325840886,Other_Faults,K_Scratch
0,4,0,378,0.03163294738203272,0.0024908255487202853,0.8025232537411988,0.14364722024279633,0.012543082981018281,0.006163101664417455,0.000999568439816118,K_Scratch,K_Scratch
0,4,0,714,0.0042991426873779815,0.000625,0.9756402592449246,0.011758424418718537,0.0005535714285714286,0.0,0.0071236022204074914,K_Scratch,K_Scratch
0,4,0,407,0.018165738158333385,0.0,0.924785661192006,0.04476880187315912,0.0015919047619047618,0.0,0.010687894014596798,K_Scratch,K_Scratch
0,4,0,479,0.0,0.0,0.988106893613782,0.007177221136276864,0.0007857142857142857,0.0,0.003930170964226692,K_Scratch,K_Scratch
0,4,0,365,0.2140333802904344,0.0014216946778711486,0.3450980876530793,0.37788222621737766,0.05264554348522197,0.003620409915934212,0.005298657760081908,Other_Faults,K_Scratch
0,4,0,678,0.0,0.0,0.9548410074819212,0.0451589925180785,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,656,0.0010883541295306001,0.0,0.9547587668093859,0.043635232002259855,0.0,0.0,0.0005176470588235295,K_Scratch,K_Scratch
0,4,0,492,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,596,0.0,0.0,0.9972439754689755,0.002756024531024531,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,627,0.0007272727272727273,0.0,0.9961437305384674,0.003128996734259892,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,475,0.0,0.0,0.9998571428571429,0.00014285714285714284,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,494,0.0004566764504845,0.0,0.9740168371703974,0.012710795740207505,0.0021489729225023344,0.0,0.01066671771640812,K_Scratch,K_Scratch
0,4,0,659,0.0,0.0,0.9999,0.0001,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,691,0.0,0.0,0.9814698726484024,0.01808568290715282,0.0,0.0,0.0004444444444444444,K_Scratch,K_Scratch
0,4,0,472,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,412,0.0006885964912280702,0.0,0.9934469701952676,0.005739433313504521,0.0,0.0,0.000125,K_Scratch,K_Scratch
0,4,0,584,0.0,0.0,0.9987472222222222,0.0012527777777777778,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,641,0.0025825568824020834,0.00021052631578947367,0.9501142481514535,0.02826602564438747,0.006632643095376977,0.0002,0.011993999910590301,K_Scratch,K_Scratch
0,4,0,628,0.0,0.0,0.9997142857142858,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,608,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,424,0.00010526315789473683,0.0,0.9976368003341689,0.0020357142857142857,0.0,0.0,0.0002222222222222222,K_Scratch,K_Scratch
0,4,0,613,0.00010526315789473683,0.0,0.9950816668711407,0.004813069970964708,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,48,0.5602554363239461,0.002274129642287537,0.011562134221987161,0.3614050444029092,0.0493167624389859,0.0008716666666666666,0.014314826303217587,Bumps,Pastry
0,4,0,75,0.38363570180073636,0.0011227272727272726,0.006165379291368658,0.389346141644791,0.07576356016264539,0.13113942963715813,0.012827060190573444,Other_Faults,Pastry
0,4,0,113,0.06311296300627393,0.032882724453160546,0.0028380758566052683,0.22136096805478644,0.6616384160096291,0.0,0.018166852619544958,Pastry,Pastry
0,4,0,157,0.16032903955694786,0.01810762391963092,0.002564865853101147,0.171775189635966,0.3658616664244707,0.0006562435500515995,0.2807053710598323,Pastry,Pastry
0,4,0,34,0.16847954570621548,0.015777389883482144,0.05330703222367468,0.2933497855922598,0.44754469269887337,0.0002,0.021341553895494532,Pastry,Pastry
0,4,0,133,0.12696929061331821,0.012481973606008721,0.011205649440573758,0.36086939687460995,0.4734931217840174,0.0009298265460030165,0.01405074113546923,Pastry,Pastry
0,4,0,0,0.1432265684549713,0.016732719615552435,0.0021443223443223442,0.4111057928394364,0.391336241920251,0.0,0.03545435482546656,Other_Faults,Pastry
0,4,0,76,0.19227958672118778,0.017038715752720507,0.001325829725829726,0.3425793974856047,0.411144689065886,0.001077020202020202,0.03455476104675197,Pastry,Pastry
0,4,0,136,0.2709743814322372,0.16323904728125488,0.006287450822785508,0.3809626624739594,0.12363828380462745,0.00665245764133788,0.04824571654379834,Other_Faults,Pastry
0,4,0,82,0.3149845943267283,0.008625632057925773,0.022252811760213324,0.4941659569484815,0.103525627901558,0.044262504556477546,0.01218287244861548,Other_Faults,Pastry
0,4,0,22,0.06405630467984123,0.01502355317869788,0.0330803165763477,0.6491156488274242,0.2287148292996552,0.000766025641025641,0.009243321797008397,Other_Faults,Pastry
0,4,0,155,0.18035130561767185,0.020604431798667108,0.005080371113769142,0.19596582796284504,0.2959727659882794,0.0011805555555555556,0.30084474196321287,Z_Scratch,Pastry
0,4,0,38,0.11447969876365044,0.08701810991419641,0.026336733689155834,0.4380292879885682,0.25692934502704273,0.0017003367003367003,0.07550648791705024,Other_Faults,Pastry
0,4,0,140,0.13683255256068874,0.06477159572518523,0.01595014723980197,0.45431691110197325,0.2223920329621023,0.00018859649122807015,0.10554816391902044,Other_Faults,Pastry
0,4,0,120,0.029905903096893994,0.12200895170417726,0.00847323174355517,0.16093437013649523,0.6412287042034623,0.00023999999999999998,0.037208839115415726,Pastry,Pastry
0,4,0,28,0.07503957351836338,0.07705925527948633,0.07905946520706557,0.24187527253906466,0.47697946509066996,0.0,0.04998696836535028,Pastry,Pastry
0,4,0,211,0.0313641470791962,0.007745995318128173,0.004926500311282919,0.06743239747393195,0.027830035485695043,0.0,0.8607009243317664,Z_Scratch,Z_Scratch
0,4,0,235,0.0871682486796596,0.008163097179540547,0.0036046755588337743,0.13757638264549626,0.14382530234646185,0.00016666666666666666,0.6194956269233419,Z_Scratch,Z_Scratch
0,4,0,304,0.031709847201426826,0.00042055727554179566,0.0008824786324786323,0.0742457252824052,0.002186059921044441,0.00011764705882352942,0.8904376846282797,Z_Scratch,Z_Scratch
0,4,0,268,0.04638909055791678,0.003840351547765735,0.0013076923076923077,0.09443572384992538,0.020471518984752878,0.0005260073260073261,0.8330296154259402,Z_Scratch,Z_Scratch
0,4,0,313,0.08264300585616109,0.0015594918330308532,0.0045317256817256815,0.2309600199590635,0.027538567604155142,0.003955581260844419,0.6488116078050195,Z_Scratch,Z_Scratch
0,4,0,161,0.030833997637455108,0.00875707461383932,0.0014080808080808081,0.09283306161562833,0.10499039322156088,0.0,0.7611773921034355,Z_Scratch,Z_Scratch
0,4,0,239,0.19080889035558019,0.004187605434405323,0.002179395455354535,0.2574902068491863,0.03935750611326211,0.007433651599518471,0.4985427441926934,Z_Scratch,Z_Scratch
0,4,0,230,0.06252579718848328,0.0008268423364075538,0.0008376068376068376,0.08290330181534483,0.009292580093413313,0.0026657022607022613,0.8409481694680413,Z_Scratch,Z_Scratch
0,4,0,252,0.027164562814057356,0.005501905894243355,0.00090320302033857,0.11656905425486978,0.03394850811874498,0.00018181818181818183,0.8157309477159281,Z_Scratch,Z_Scratch
0,4,0,332,0.07974915625528944,0.003015398750753442,0.3896901065296016,0.3566476751989592,0.012203909711258617,0.0036940539986777708,0.15499969955546106,K_Scratch,Z_Scratch
0,4,0,257,0.042358014300527595,0.0023416403428013336,0.0005,0.06698464844696009,0.05132656899459099,0.0001,0.8363891279151198,Z_Scratch,Z_Scratch
0,4,0,316,0.020347675639564286,0.0006481483119563614,0.0015328054298642535,0.20024115842736973,0.0022689211228257883,0.0,0.7749612910684196,Z_Scratch,Z_Scratch
0,4,0,306,0.03103207747119873,0.0017759036835197826,7.692307692307693e-05,0.11571910954166603,0.04406637719981198,0.0,0.8073296090268806,Z_Scratch,Z_Scratch
0,4,0,302,0.0507661028592206,0.000751111111111111,0.00448115954094215,0.11961916873451721,0.022713845332441925,0.0,0.8016686124217675,Z_Scratch,Z_Scratch
0,4,0,200,0.05075998025028713,0.008465398779963993,0.0008587662337662338,0.09766200700401342,0.07924625317432384,0.00019523809523809525,0.7628123564624069,Z_Scratch,Z_Scratch
0,4,0,273,0.15160472278855872,0.003137761207028152,0.0029732285258601047,0.26365640695842074,0.024840032242454388,0.007416496139776529,0.5463713521379018,Z_Scratch,Z_Scratch
0,4,0,183,0.012601014749597335,0.006676472901546934,0.0021871031746031745,0.08594402741605728,0.004268511323146872,0.0,0.8883228704350482,Z_Scratch,Z_Scratch
0,4,0,267,0.09185027183197168,0.0023937775168359873,0.005336038601920955,0.1628785287342803,0.03249167341687337,0.002057373405649268,0.7029923364924685,Z_Scratch,Z_Scratch
0,4,0,266,0.05702741270773728,0.000490909090909091,0.0007878787878787879,0.049002973288362374,0.003863881640861046,0.000901263653887342,0.887925680830364,Z_Scratch,Z_Scratch
0,4,0,750,0.004879066163741086,0.001808205128205128,0.02181709531712559,0.024209183725170398,0.0003333333333333333,0.9454425102718187,0.0015106060606060608,Stains,Stains
0,4,0,803,0.016672539000760832,0.001774715719063545,0.03146778027315112,0.034193092862477695,0.0003022222222222222,0.9143640379384007,0.0012256119839240045,Stains,Stains
0,4,0,781,0.011281685631787934,8e-05,0.003408023643023643,0.028802354627469714,0.0003333333333333333,0.9540902071599898,0.0020043956043956043,Stains,Stains
0,4,0,757,0.004335308430819267,0.0,0.025157193385676353,0.010849278264448542,0.0,0.9595332199190564,0.000125,Stains,Stains
0,4,0,748,0.004036037818390759,0.0,0.011493870686006233,0.009165593556770027,0.0,0.9753044979388332,0.0,Stains,Stains
0,4,0,744,0.008636547602724072,0.0017482101232101234,0.008458763458763459,0.02757200389797306,0.0032922910422910423,0.9458772360777377,0.004414947797300738,Stains,Stains
0,4,0,802,0.005682723139147289,0.0,0.02522928701259903,0.01635911739868194,0.0001,0.952628872449572,0.0,Stains,Stains
0,5,0,1241,0.3998933646211031,0.012953734089366661,0.06489530021831012,0.4519811784645429,0.04708208800612362,0.007422307088124831,0.01577202751242864,Other_Faults,Bumps
0,5,0,1119,0.34879728315828434,0.02029812107920197,0.015265586173820794,0.4366026992317171,0.15408084991904483,0.007904657105755506,0.01705080333217618,Other_Faults,Bumps
0,5,0,1248,0.6709031981784319,0.03167070139110925,0.020800882863401822,0.2298549254270757,0.024241343306242894,0.018139287296445816,0.004389661537293117,Bumps,Bumps
0,5,0,1174,0.8727296172388773,0.00031746031746031746,0.0027468525195527916,0.11166778882766536,0.005624407967159346,0.0013024475524475525,0.005611425576836989,Bumps,Bumps
0,5,0,956,0.5616794836641577,0.013333417820644228,0.007727021705205851,0.3173998498041321,0.0910366474793908,0.0,0.008823579526469552,Bumps,Bumps
0,5,0,919,0.6264596956897803,0.0018345710429920957,0.006805488657406815,0.29267889947914516,0.04720231844106995,0.0021175116936726847,0.022901514995933573,Bumps,Bumps
0,5,0,1150,0.47281651830505894,0.022461931093889144,0.004298874016009566,0.4613204226230526,0.0091554497074594,0.0012184101558243435,0.028728394098705937,Bumps,Bumps
0,5,0,1139,0.5913167073212285,0.0008455122655122656,0.0024308374631904044,0.3483932900823067,0.046329088745467796,0.0001,0.010584564122294299,Bumps,Bumps
0,5,0,1133,0.4528946274034218,0.013805616712401676,0.06021361385597378,0.38172163408922133,0.07390257698529124,0.003670709267127544,0.013791221686562613,Bumps,Bumps
0,5,0,1141,0.6589732916353929,0.0014328138528138528,0.0013943328949616981,0.2848022535160725,0.016749161951677097,0.00040384615384615383,0.03624429999523613,Bumps,Bumps
0,5,0,923,0.766755172746498,0.0007218614718614718,0.0032143807717337127,0.1694247597081145,0.016376710695590085,0.002558321528458828,0.04094879307774382,Bumps,Bumps
0,5,0,1024,0.4108395619868916,0.013249773278641944,0.004524052063136058,0.32487158298987534,0.21996580320869083,0.0009121693121693121,0.025637057160595503,Bumps,Bumps
0,5,0,933,0.8586665574466835,0.0007973856209150327,0.001431547838741313,0.12020309792235973,0.01526271285805274,0.0008993506493506494,0.002739347663897401,Bumps,Bumps
0,5,0,1124,0.4016561263668766,0.015557824331597666,0.047769053965491436,0.44600844678375035,0.05346912018140618,0.015513197668707521,0.020026230702170394,Other_Faults,Bumps
0,5,0,1114,0.2710988079461107,0.004435598186804944,0.07107984316099979,0.5577493710374924,0.015737623996356177,0.018528384828564122,0.06137037084367202,Other_Faults,Bumps
0,5,0,1088,0.15840918846202504,0.062360565043094514,0.02158252856298016,0.539378071824254,0.18392636611065333,0.0017075764878396456,0.032635703509153714,Other_Faults,Bumps
0,5,0,1144,0.5380214304814459,0.002105257662873762,0.005174541503591891,0.41469388732519724,0.03221787582635762,0.0005357142857142857,0.007251292914819634,Bumps,Bumps
0,5,0,1027,0.7027700917934565,0.006175174691598168,0.00021978021978021978,0.2549229532932029,0.020917246514546947,0.003031040332216802,0.011963713155198548,Bumps,Bumps
0,5,0,1160,0.7007769980647834,0.0007037037037037036,0.00401635575133238,0.24013249326111488,0.01055578182059337,0.0006,0.043214667398472614,Bumps,Bumps
0,5,0,875,0.11242884215148409,0.055751704198649686,0.026294935938316662,0.2971827080850405,0.4966190687572749,0.00016666666666666666,0.011556074202568229,Pastry,Bumps
0,5,0,868,0.3731319366915685,0.006758981519196219,0.002095238095238095,0.34967653645590974,0.25283142705322453,0.0005,0.015005880184863101,Bumps,Bumps
0,5,0,1047,0.5469950842976813,0.0026166888666888668,0.006375933618362611,0.3675808729034088,0.026845235343197073,0.0018658569927751513,0.047720327977886376,Bumps,Bumps
0,5,0,1073,0.5673994784733196,0.002946170551155072,0.0009075396825396824,0.3381544314821792,0.03165120306773287,0.005426771861224195,0.05351440488184903,Bumps,Bumps
0,5,0,1021,0.15865822500243218,0.013815355872197975,0.007942521758116909,0.4849283182614666,0.314029665016734,0.0003484848484848485,0.020277429240568665,Other_Faults,Bumps
0,5,0,1186,0.7165792738298208,0.012083805437917698,0.015233917343730237,0.21909386310976653,0.033211858923470845,0.0,0.0037972813552938733,Bumps,Bumps
0,5,0,927,0.7002450226020643,0.0008770862470862471,0.012281372898750252,0.1767952070335885,0.03413752706895861,0.00013333333333333334,0.07553045081621884,Bumps,Bumps
0,5,0,1163,0.6697364660189963,0.0031143156843156843,0.0070141398120129395,0.2822067239101874,0.012224779159593671,0.001150949838364026,0.024552625576530276,Bumps,Bumps
0,5,0,1025,0.6673141990077099,0.006705823070655855,0.0009033189033189033,0.28466169403808145,0.03055091491885414,0.002057857142857143,0.00780619291852249,Bumps,Bumps
0,5,0,1175,0.7919730466850032,0.000489004329004329,0.0026918966461186573,0.19202760958781945,0.006348397374302123,0.0010376984126984126,0.005432346965053775,Bumps,Bumps
0,5,0,899,0.6726749103007429,0.0012125461380724535,0.0008227058029689609,0.2423059189101138,0.037979243800951155,0.007817149920568953,0.037187525126582036,Bumps,Bumps
0,5,0,1125,0.1213929083458161,0.022330033474151113,0.019155944254441358,0.768359417482235,0.029627736406867194,0.00804512125301599,0.031088838783473485,Other_Faults,Bumps
0,5,0,1101,0.20363848607504711,0.008324715136944237,0.018364059468639664,0.5874420780736638,0.1273908893646049,0.015938426039941722,0.03890134584115872,Other_Faults,Bumps
0,5,0,881,0.6786775955995238,0.0014159451659451659,0.022201801106443046,0.2568900069150122,0.027557933621105733,0.0004981684981684982,0.012758549093802155,Bumps,Bumps
0,5,0,1099,0.19946792170583344,0.007967633514739822,0.021332125035471824,0.7329941838472567,0.011550838247044334,0.0026991072610254197,0.023988190388628528,Other_Faults,Bumps
0,5,0,1183,0.7082198271930656,0.0032114789579185867,0.020583371730720633,0.24713242877750824,0.015720431488913115,0.0006890756302521009,0.004443386221621515,Bumps,Bumps
0,5,0,1222,0.7052133602631254,0.00374373607353147,0.0038311563535550616,0.2447718697864099,0.007329152821797188,0.0008714932126696833,0.034239231488911975,Bumps,Bumps
0,5,0,1038,0.7083862661884414,0.022452667744952897,0.00342458053440812,0.22851665485216327,0.015649975988226088,0.0013653679653679654,0.02020448672644062,Bumps,Bumps
0,5,0,911,0.32159142043134264,0.031125593641746767,0.005911198945560791,0.29758855603689444,0.32150989009142095,0.00030986673845739664,0.021963474114576883,Bumps,Bumps
0,5,0,1251,0.4451748610750829,0.009160075610351471,0.06761219279955812,0.4198261454646559,0.04031197617969838,0.00393604052951879,0.013978708341134637,Bumps,Bumps
0,5,0,1238,0.5524787410581624,0.011434661940878837,0.025653543061436447,0.3502025340714766,0.021704762665448525,0.022989793864648257,0.015535963337949658,Bumps,Bumps
0,5,0,1567,0.22045481646378218,0.008212029947423885,0.003539446089972406,0.44577150912418223,0.15042232638455683,0.001590374331550802,0.17000949765853207,Other_Faults,Other_Faults
0,5,0,1648,0.08687723676875522,0.0002509090909090909,0.016985124505697256,0.15882508457433858,0.032630271689394044,0.7030680400375727,0.0013633333333333334,Stains,Other_Faults
0,5,0,1300,0.04000358385839912,0.011141111498244352,0.003288427705765167,0.6241982267551054,0.30833614598656267,7.692307692307693e-05,0.01295558111900015,Other_Faults,Other_Faults
0,5,0,1840,0.10010566185750973,0.04451155398003098,0.08384694545663127,0.7031766733269328,0.026722319611846315,0.0021828278589888493,0.03945401790806043,Other_Faults,Other_Faults
0,5,0,1687,0.10912807991847902,0.007287141931721168,0.10153387621911945,0.696367431983323,0.022604925602558713,0.03158473951431961,0.031493804830479415,Other_Faults,Other_Faults
0,5,0,1441,0.34342055535327953,0.007652483679928153,0.0,0.44277095998622085,0.19415396207380897,0.0013327485380116959,0.010669290368751635,Other_Faults,Other_Faults
0,5,0,1502,0.08000631599205504,0.006916143445131755,0.08348906398675139,0.7059356289721596,0.09873330457490385,0.0011162464985994397,0.02380329653039909,Other_Faults,Other_Faults
0,5,0,1861,0.34702665478281036,0.001568311394487865,0.01092174154061775,0.5480387776676822,0.07670604405824526,0.00041000000000000005,0.015328470556156834,Other_Faults,Other_Faults
0,5,0,1306,0.045310784562884655,0.018192710525192682,0.0029017223093384084,0.6156145846836362,0.30610706125951315,0.0004981684981684982,0.011374968161266453,Other_Faults,Other_Faults
0,5,0,1622,0.13762402527558745,0.06290598722688243,0.0027677505557323007,0.7532917981956666,0.022441214209731195,0.0050439347700802824,0.015925289766320183,Other_Faults,Other_Faults
0,5,0,1404,0.3214235817909342,0.011714137629624003,0.09702071312160371,0.5025527216441057,0.03369711357765822,0.022631773467978195,0.010959958768095681,Other_Faults,Other_Faults
0,5,0,1826,0.16523644178036917,0.06524644329150656,0.02473595751070444,0.5690654522066365,0.05580405549955991,0.0970130118114305,0.022898637899792816,Other_Faults,Other_Faults
0,5,0,1911,0.16655386337824182,0.00429384022995717,0.21107129116705547,0.47867831415194734,0.005797434223893555,0.004971740848628048,0.1286335160002771,Other_Faults,Other_Faults
0,5,0,1527,0.17041320751983874,0.005749712379124144,0.045304596382563816,0.48091542945431315,0.2896298355062155,0.0032163656175266085,0.004770853140418358,Other_Faults,Other_Faults
0,5,0,1829,0.051514780817472995,0.009033520416112356,0.08253560097950521,0.8204758147008343,0.02002565085361173,0.0020490748382052727,0.014365557394257707,Other_Faults,Other_Faults
0,5,0,1378,0.34859883372491063,0.06926533930772892,0.0020485863373643554,0.5187501321749376,0.028083632535434923,0.0069706855894936404,0.02628279033012976,Other_Faults,Other_Faults
0,5,0,1808,0.23162816445233783,0.003062242959702125,0.004739199689199689,0.21448916176093316,0.07328813617402215,0.000125,0.4726680949638054,Z_Scratch,Other_Faults
0,5,0,1436,0.40885827279756576,0.0012079455327281415,0.001242063492063492,0.4957796904602052,0.07975894469648948,0.001701634355982182,0.011451448664966297,Other_Faults,Other_Faults
0,5,0,1709,0.05282876141230717,0.012677925133552958,0.15906965240966134,0.6787122377610227,0.060282157914060615,0.00013333333333333334,0.03629593203606193,Other_Faults,Other_Faults
0,5,0,1917,0.08629412955854923,0.003331017569175464,0.08949261658412076,0.7268411737526896,0.0073043406980149985,0.011129379342385498,0.0756073424950646,Other_Faults,Other_Faults
0,5,0,1341,0.6184820870307326,0.016403125201761536,0.008073128234950235,0.2557163942056892,0.05901377352221514,0.03551410149963794,0.006797390305013992,Bumps,Other_Faults
0,5,0,1580,0.0792274905442705,0.010690982905982905,0.005040647740632261,0.7691272645649863,0.08146548671421376,0.00011764705882352942,0.054330480471091,Other_Faults,Other_Faults
0,5,0,1422,0.47284800202297217,0.004771662397667243,0.001999290588356455,0.4523089839490059,0.018885318703920132,0.006007025545011816,0.04317971679306646,Bumps,Other_Faults
0,5,0,1905,0.06797277884787072,0.0032780270276380123,0.01657273288623403,0.1363509131804495,0.01956546260248777,0.7539441770972148,0.002315908358105154,Stains,Other_Faults
0,5,0,1303,0.0638132101235364,0.003656102065974188,0.015696414963518212,0.7479818791378197,0.15974170094618848,0.0009719806763285024,0.008138712086635093,Other_Faults,Other_Faults
0,5,0,1578,0.09006200031299542,0.01550005895721066,0.0010888558500323207,0.5856840805856096,0.2629513639971337,0.0,0.044713640297018506,Other_Faults,Other_Faults
0,5,0,1664,0.3652358889967018,0.0010012210012210012,0.017638567059265857,0.5204597573599387,0.08594626053770671,0.0007126207126207127,0.009005684332544981,Other_Faults,Other_Faults
0,5,0,1310,0.1008525693656449,0.005831077951602248,0.00269770393568568,0.41266722670618894,0.19866335988609565,0.0007166666666666666,0.2785713954881164,Other_Faults,Other_Faults
0,5,0,1688,0.0950976524272436,0.027870268602545625,0.0397050963851728,0.4893945691691343,0.3009039451959438,0.0003333333333333333,0.0466951348866265,Other_Faults,Other_Faults
0,5,0,1491,0.052111864096756444,0.009993231282198506,0.014039931290622492,0.7681591575732132,0.14073486050396788,0.00035294117647058826,0.014608014076770344,Other_Faults,Other_Faults
0,5,0,1280,0.23931182504831933,0.004266801061444351,0.010597146391720543,0.5251707740352701,0.209084215429825,0.001005263157894737,0.010563974875526412,Other_Faults,Other_Faults
0,5,0,1504,0.04555314309166416,0.02477687290793178,0.06320069236650051,0.6367643340646019,0.10351540750017658,0.0012475019932282011,0.1249420480758964,Other_Faults,Other_Faults
0,5,0,1718,0.11357421361406031,0.007803744355060143,0.04389534124547198,0.787705232294845,0.029202338899599032,0.0075675286569370556,0.010251600934026564,Other_Faults,Other_Faults
0,5,0,1322,0.07985183071548912,0.02849365475600162,0.026137088628334304,0.7679762990323348,0.06769737352907777,0.0027305182456077593,0.02711323509315499,Other_Faults,Other_Faults
0,5,0,1324,0.03197205533120023,0.0007627591706539075,0.019198045422996725,0.9327031818151065,0.002479353014135623,0.0021602642826629905,0.010724340963244507,Other_Faults,Other_Faults
0,5,0,1305,0.029106686654857206,0.011012799321172589,0.006043206416781594,0.7317155740024361,0.209691943289252,0.00023692307692307693,0.012192867238577966,Other_Faults,Other_Faults
0,5,0,1706,0.04315335999435358,0.01502401566187895,0.031909596711605676,0.7618603096780212,0.12801235037869554,0.0,0.02004036757544564,Other_Faults,Other_Faults
0,5,0,1921,0.06806567540516513,0.00666420647299635,0.050175810968329695,0.7788718012576686,0.003986739077915548,0.013063476260681989,0.07917229055724227,Other_Faults,Other_Faults
0,5,0,1746,0.2204733610319645,0.002610531135531135,0.002425307435120331,0.6137627472251149,0.05162154363895465,0.00695698832732754,0.10214952120598675,Other_Faults,Other_Faults
0,5,0,1571,0.4883855972818662,0.0009758994708994709,0.009602048925733134,0.4351740212025453,0.042114329124218156,0.0009730158730158728,0.022775088121721576,Bumps,Other_Faults
0,5,0,1480,0.07463682357680784,0.009476860213393765,0.09169907011329899,0.7640834581415304,0.042446490045134955,0.0006386554621848739,0.017018642447649713,Other_Faults,Other_Faults
0,5,0,1467,0.2366046051484325,0.006330126696190095,0.056627088181208506,0.6199871123935272,0.05293579779407038,0.013562009226770297,0.013953260559800897,Other_Faults,Other_Faults
0,5,0,1924,0.0826912889889372,0.01054956585156099,0.11818110800147345,0.7010728793544875,0.01827674032547053,0.004765622483463563,0.06446279499460647,Other_Faults,Other_Faults
0,5,0,1686,0.11016506797287588,0.011047258390321271,0.11278695833166447,0.6469628884416331,0.03488237402571988,0.05646733150564293,0.02768812133214281,Other_Faults,Other_Faults
0,5,0,1615,0.36729202982784576,0.01470062055446316,0.015135200915679447,0.514140847005044,0.020681904343693276,0.009223650142128403,0.05882574721114633,Other_Faults,Other_Faults
0,5,0,1536,0.5870146976073748,0.007601191852623588,0.008690631153087788,0.2835406985587759,0.013591305660557914,0.00029831649831649833,0.0992631586692641,Bumps,Other_Faults
0,5,0,1455,0.3803412368081467,0.011120347767712065,0.03171463398939843,0.43855880868189484,0.10988266192744006,0.023222041505356332,0.005160269320051929,Other_Faults,Other_Faults
0,5,0,1940,0.5421396470962846,0.0031798392783686904,0.0029508511436922226,0.3740759466219646,0.008360526700457378,0.007231289504381443,0.06206189965485125,Bumps,Other_Faults
0,5,0,1538,0.10880172723034096,0.010918614895556822,0.0015509611745586499,0.8253136806743552,0.020078661096638008,0.025716357343577103,0.007619997584974365,Other_Faults,Other_Faults
0,5,0,1368,0.4216755740224063,0.011133565215954731,0.00208307701070859,0.5158774006415686,0.007847795610051668,0.00740219249797928,0.033980395001330835,Other_Faults,Other_Faults
0,5,0,1864,0.06613909639278043,0.036481945996949344,0.0023142079053843755,0.8672214039078319,0.013862362014330349,0.00617600010629355,0.007804983676430223,Other_Faults,Other_Faults
0,5,0,1407,0.4479781170656855,0.0015054469507101084,0.002113272283272283,0.5159320555824384,0.023948855976541825,0.002620293446252526,0.005901958695099091,Other_Faults,Other_Faults
0,5,0,1530,0.46072066312546134,0.0007578571428571428,0.003218880568910856,0.28210517687849035,0.16290713963144057,0.00023333333333333333,0.09005694931950689,Bumps,Other_Faults
0,5,0,1376,0.08273900833546863,0.003323587470970397,0.09911402823115173,0.7173044323198383,0.022367961504446275,0.0,0.07515098213812497,Other_Faults,Other_Faults
0,5,0,1802,0.2078408496303565,0.002523529537646511,0.0014401828847481022,0.6290933675067707,0.11771313517943228,0.004250568014915842,0.037138367246130954,Other_Faults,Other_Faults
0,5,0,1882,0.27366457326246646,0.005924455829340251,0.00506160323228996,0.5779307823714481,0.03540017588006769,0.004300854700854701,0.09771755472353322,Other_Faults,Other_Faults
0,5,0,1783,0.06784150874799695,0.044473358088793546,0.09033194566536273,0.73163958200886,0.02971355607146597,0.001586913021618904,0.03441313639590206,Other_Faults,Other_Faults
0,5,0,1565,0.1827990759330212,0.006909102447260343,0.16792832716258918,0.5765217384085288,0.00822387353165722,0.0024842377780458277,0.0551336447388978,Other_Faults,Other_Faults
0,5,0,1490,0.06374046859680588,0.012628301651212911,0.05890425263210854,0.8035905614382401,0.04910329641985888,0.00035294117647058826,0.011680178085302726,Other_Faults,Other_Faults
0,5,0,1363,0.08126031099602421,0.0025009061114324273,0.13960459515565016,0.7506835422117065,0.015114807172631242,0.0018001875901875902,0.009035650762368355,Other_Faults,Other_Faults
0,5,0,1383,0.1318719293565006,0.015036018601555685,0.02455997758355503,0.7622529801487462,0.010456335301178482,0.0009710038986354776,0.054851755109828856,Other_Faults,Other_Faults
0,5,0,1817,0.2679744822071639,0.05042963064792794,0.006591449383164958,0.421997069724001,0.19726054522332073,0.00687212062852021,0.048874702185902265,Other_Faults,Other_Faults
0,5,0,1344,0.13585581774978484,0.11236751746412349,0.009275815515753596,0.41893248841865455,0.28408007634238747,0.0015324510551741673,0.037955833454122574,Other_Faults,Other_Faults
0,5,0,1281,0.19598518058373537,0.00830209551358091,0.010716030183778386,0.3924111163592898,0.38148430848575504,0.0,0.011101268873860927,Other_Faults,Other_Faults
0,5,0,1883,0.25568217017223177,0.18486064476482245,0.0006909509046381788,0.4873797495252727,0.05432245567774006,0.005290458566201599,0.01177357038909401,Other_Faults,Other_Faults
0,5,0,1681,0.14731208954082745,0.07953224709108143,0.014349119185490856,0.6291781453276881,0.10827130068643565,0.002207207486482323,0.019149890681994037,Other_Faults,Other_Faults
0,5,0,1848,0.05399050514302789,0.024098635968837448,0.02316652734006575,0.8269091769160216,0.05209120128312654,0.0036655425147981346,0.01607841083412286,Other_Faults,Other_Faults
0,5,0,824,0.10988252721227391,0.5959667268900309,0.0055059900328106,0.20803874808412803,0.06900842260073833,0.0008481203007518797,0.010749464879266417,Dirtiness,Dirtiness
0,5,0,817,0.061517568875027635,0.20960870406470847,0.01768799717749007,0.22251295496076373,0.4756090008116034,0.00329577612493434,0.009767997985472747,Pastry,Dirtiness
0,5,0,831,0.2583955012213078,0.24257858334899343,0.000920940170940171,0.40240192204250136,0.07351004407100856,0.01068835991068055,0.011504649234569144,Other_Faults,Dirtiness
0,5,0,837,0.25696067902501674,0.044449057261670345,0.014443742427593687,0.4042942842517021,0.15519557737492798,0.0,0.12465665965908955,Other_Faults,Dirtiness
0,5,0,855,0.027578689327690007,0.7272823730056498,0.005419376258864749,0.08871145315951112,0.13677916469162824,0.0007788596491228071,0.013450083907533272,Dirtiness,Dirtiness
0,5,0,838,0.34975818282454524,0.0038342922763511004,0.03031036743098662,0.44700906133415536,0.1375714564435298,0.0008395604395604394,0.030677079250871805,Other_Faults,Dirtiness
0,5,0,612,0.0004657673595754091,0.0,0.9539085571205537,0.044747897742092785,0.0,0.0,0.0008777777777777778,K_Scratch,K_Scratch
0,5,0,440,0.0002761904761904762,0.0,0.9944937728937727,0.00482051282051282,0.0,0.0,0.0004095238095238095,K_Scratch,K_Scratch
0,5,0,474,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,611,0.0,0.0,0.9913292477989842,0.00867075220101536,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,615,0.0,0.0,0.99975,0.00025,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,727,0.04807521326937666,0.0004913144931293752,0.6849423456019172,0.24163163033172336,0.0133154776265867,0.0,0.01154401867726664,K_Scratch,K_Scratch
0,5,0,397,0.05157699367850999,0.00034845735027223227,0.7398877125328883,0.18419942433682396,0.009601191912300987,0.0,0.014386220189204992,K_Scratch,K_Scratch
0,5,0,486,0.001253052503052503,0.0004444444444444444,0.976200858590117,0.01742290487290487,0.0006666666666666666,0.0,0.0040120729228146105,K_Scratch,K_Scratch
0,5,0,425,0.06332455597138263,0.003486361343496893,0.27150992929887346,0.5220597590811489,0.01770158259415648,0.004260143446613362,0.11765766826432845,Other_Faults,K_Scratch
0,5,0,543,0.00025,0.0,0.9986548378522063,0.00098989898989899,0.0,0.0,0.00010526315789473683,K_Scratch,K_Scratch
0,5,0,651,0.0,0.0,0.9994147058823529,0.0005852941176470589,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,725,0.008957406579600686,0.0017635531135531137,0.9011208908245253,0.06235804845787615,0.0047649535651527845,0.0002,0.020835147459292023,K_Scratch,K_Scratch
0,5,0,690,7.692307692307693e-05,0.0,0.9876339403618971,0.0122891365611799,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,735,0.05317274993569084,6.666666666666667e-05,0.7822484496390647,0.13878505741379996,0.009792582403722922,0.0,0.015934493941054555,K_Scratch,K_Scratch
0,5,0,688,0.08969138677097645,0.007490945712113086,0.2835580730908004,0.5030727392544991,0.025130080373330824,0.013272581071057978,0.07778419372722288,Other_Faults,K_Scratch
0,5,0,664,0.00036050420168067226,0.0,0.9644487288081715,0.03398672658610738,0.0,0.0,0.0012040404040404042,K_Scratch,K_Scratch
0,5,0,398,0.002856421356421356,0.0,0.9499418906858534,0.038655836586873715,0.0013333333333333333,0.0,0.007212518037518038,K_Scratch,K_Scratch
0,5,0,706,0.0010343948105558012,0.0,0.9118961282058351,0.08558924610337793,0.0,0.0,0.0014802308802308803,K_Scratch,K_Scratch
0,5,0,618,0.0,0.0,0.9993313725490196,0.0006686274509803921,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,435,0.0003595238095238095,0.0,0.9745437212829794,0.013740115440115438,0.00042857142857142855,0.0,0.010928068038809727,K_Scratch,K_Scratch
0,5,0,437,0.005162404262404261,0.0,0.9703672494172493,0.014848845598845598,0.00042857142857142855,0.0,0.009192929292929293,K_Scratch,K_Scratch
0,5,0,393,0.00531038961038961,0.0,0.9332780435680588,0.0430465634039163,0.000873015873015873,0.0,0.017491987544619125,K_Scratch,K_Scratch
0,5,0,457,0.0,0.0,0.9958223443223442,0.0040347985347985345,0.0,0.0,0.00014285714285714284,K_Scratch,K_Scratch
0,5,0,428,0.00498058608058608,0.0,0.9667755827505827,0.018804148629148625,0.00042857142857142855,0.0,0.009011111111111109,K_Scratch,K_Scratch
0,5,0,720,0.02662798303384389,0.00046666666666666666,0.8177064381158035,0.1393069309539508,0.002567425616914108,0.0,0.01332455561282119,K_Scratch,K_Scratch
0,5,0,359,0.01871709038514866,0.0005852941176470589,0.8101863496349851,0.14923499478412908,0.01960624306688653,0.00040336134453781514,0.0012666666666666666,K_Scratch,K_Scratch
0,5,0,732,0.0531506967513426,0.0012234848484848483,0.6291043467196044,0.2608427290615854,0.02430462317610794,0.0,0.03137411944287469,K_Scratch,K_Scratch
0,5,0,661,0.0,0.0,0.9758870827830576,0.02397006007408483,0.0,0.0,0.00014285714285714284,K_Scratch,K_Scratch
0,5,0,593,0.03045561861031236,0.0034392608031354834,0.832874135770814,0.10243157716765376,0.004154985495851024,0.0043292558106954385,0.022315166341537983,K_Scratch,K_Scratch
0,5,0,654,0.026658510223716826,0.0006217391304347826,0.1067007307510796,0.09605430393362895,0.00592548201861703,0.7554091786329702,0.008630055309551877,Stains,K_Scratch
0,5,0,630,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,360,0.010232502037330409,0.0002666666666666667,0.8617638221792914,0.11527744133920928,0.008464329682264847,0.0031507936507936506,0.0008444444444444444,K_Scratch,K_Scratch
0,5,0,734,0.05491548293368699,6.666666666666667e-05,0.76066865437413,0.1578820086565717,0.010971338116534364,0.0,0.015495849252409866,K_Scratch,K_Scratch
0,5,0,576,0.00011764705882352942,0.0,0.9930296710685258,0.006241570761539801,0.0,0.0,0.0006111111111111112,K_Scratch,K_Scratch
0,5,0,388,0.21010351453950948,0.003185741709271121,0.15801860542651036,0.5030785034672515,0.11541647544222913,0.0034522836507095015,0.006744875764519053,Other_Faults,K_Scratch
0,5,0,377,0.009016916729964916,0.0,0.9284777663381854,0.056474186751608396,0.005375574624686258,0.0006555555555555556,0.0,K_Scratch,K_Scratch
0,5,0,723,0.05349030797228783,0.002011673414304993,0.5754034673918577,0.3284613096976079,0.012800350688860164,0.0,0.02783289083508145,K_Scratch,K_Scratch
0,5,0,550,0.008875849409203876,0.0,0.9130945358401079,0.07554737821369997,0.0005722506393861892,0.0,0.0019099858976019967,K_Scratch,K_Scratch
0,5,0,709,0.0009248710010319916,0.0,0.913578483715822,0.08406824590474614,0.0,0.0,0.0014283993783993786,K_Scratch,K_Scratch
0,5,0,145,0.06495007115642461,0.07050160085337877,0.12310221962691507,0.30296192485296997,0.38270906730612475,0.0002666666666666667,0.055508449537520266,Pastry,Pastry
0,5,0,115,0.022273261711069133,0.034206463244011914,0.0046356330412980025,0.23345733760255205,0.6966570624332283,0.0,0.008770241967840568,Pastry,Pastry
0,5,0,1,0.22337717877216498,0.016173865666382375,0.005562869232169831,0.3673261671048704,0.3622237185387965,0.0006905572755417957,0.02464564341007402,Other_Faults,Pastry
0,5,0,111,0.1578571949931341,0.03791314909091334,0.01180262085294593,0.3718887560518958,0.385750422139983,0.002706958632694449,0.03208089823843418,Pastry,Pastry
0,5,0,51,0.1756284492114107,0.009857257915802805,0.004782359307359308,0.40473424123695173,0.323178674902309,0.0,0.08181901742616662,Other_Faults,Pastry
0,5,0,43,0.047765505412761616,0.039152129611804004,0.011041800912851526,0.16649004192391884,0.7295409915346609,0.0,0.006009530604003615,Pastry,Pastry
0,5,0,65,0.15998020782953504,0.019936654362224426,0.002481981253666541,0.29530374327086417,0.5038037614942087,0.0016285714285714287,0.01686508036093029,Pastry,Pastry
0,5,0,97,0.07167507931360542,0.1919990970756277,0.00801755055083535,0.3726636430784466,0.33186422824612455,0.004546040076668881,0.01923436165869198,Other_Faults,Pastry
0,5,0,135,0.10689825448721223,0.008182173099680166,0.02917164370701029,0.46771181743454754,0.2646855676279881,8.695652173913043e-05,0.12326358712182287,Other_Faults,Pastry
0,5,0,3,0.17453848529688265,0.05533612626107983,0.005199188862965953,0.5817381389914467,0.13591436301902943,0.003642667703813215,0.04363102986478247,Other_Faults,Pastry
0,5,0,116,0.03592892052566538,0.015388324479000577,0.0028942951183663257,0.3816171246067185,0.5577552148444077,0.0,0.006416120425841789,Pastry,Pastry
0,5,0,107,0.1557081172219419,0.07008044012764317,0.008608030906217071,0.2782445916078033,0.47353386041167433,0.0005357142857142857,0.0132892454390067,Pastry,Pastry
0,5,0,103,0.10743359893558112,0.08400909642080255,0.019662170244491545,0.363261763895216,0.3862981818305466,0.0006671679197994986,0.03866802075356296,Pastry,Pastry
0,5,0,92,0.10686004972750458,0.03368917202010356,0.01825263776299552,0.3058895490610044,0.5069717042863563,0.0014087301587301585,0.026928156983305713,Pastry,Pastry
0,5,0,123,0.07486363694808935,0.009787448470002649,0.011087496433012654,0.27139622087010246,0.6214109594646632,0.00042857142857142855,0.011025666385558023,Pastry,Pastry
0,5,0,124,0.047922354669632114,0.014229556331256424,0.0028034788311104104,0.6391837907926614,0.27418369789297714,0.0,0.021677121482362425,Other_Faults,Pastry
0,5,0,327,0.08122649919916518,0.00025,0.0007713286713286713,0.1953326596194697,0.07339742545260784,0.0,0.6490220870574285,Z_Scratch,Z_Scratch
0,5,0,182,0.04420056822631433,0.00042857142857142855,0.0006944444444444445,0.0571069666370659,0.005432242104873684,0.0002967032967032967,0.8918405038620267,Z_Scratch,Z_Scratch
0,5,0,220,0.036477783481157426,0.0,0.0005538461538461539,0.034926687537870045,0.002233836098541981,8.333333333333333e-05,0.9257245133952513,Z_Scratch,Z_Scratch
0,5,0,224,0.09109283839772793,0.000725,0.0059088280713667715,0.08831943000057395,0.13037547076557843,0.0012143170838823014,0.682364115680871,Z_Scratch,Z_Scratch
0,5,0,330,0.0945771135724473,0.007091665346215084,0.2691943176653954,0.5016140601981166,0.013375492579349845,0.0023677965537401537,0.11177955408473578,Other_Faults,Z_Scratch
0,5,0,281,0.04971462215934756,0.00015384615384615385,0.0,0.12038592379582702,0.007249194215370686,0.0,0.822496413675609,Z_Scratch,Z_Scratch
0,5,0,236,0.22541129074151708,0.0470718498187464,0.0014054896794027229,0.3205161931345406,0.15850361116487457,0.001869548872180451,0.24522201658873835,Other_Faults,Z_Scratch
0,5,0,271,0.20836800782939774,0.0022964006128349005,0.00023529411764705883,0.4060894147644043,0.015896447076083217,0.0037198930296756384,0.36339454256995724,Other_Faults,Z_Scratch
0,5,0,259,0.025982021947808784,0.013454138649448246,0.0005380116959064328,0.10262939818985779,0.06823252883876733,0.0,0.7891639006782107,Z_Scratch,Z_Scratch
0,5,0,260,0.3846970657321228,0.0021519203019203016,0.0019672187715665977,0.31754852274101203,0.00506429687941668,0.005398453093797874,0.283172522480164,Bumps,Z_Scratch
0,5,0,340,0.08210725106138377,0.12628192543793085,0.025263419332483463,0.397518423479929,0.21310520313314946,0.0012075924075924077,0.1545161851475312,Other_Faults,Z_Scratch
0,5,0,291,0.02574519988763396,0.0,0.0,0.10157343360751239,0.0009064260249554367,8.695652173913043e-05,0.871687983958159,Z_Scratch,Z_Scratch
0,5,0,319,0.025923158161048614,0.0007328389154704944,0.003303468461363198,0.22464390140575602,0.0186155576108608,0.0002222222222222222,0.7265588532232797,Z_Scratch,Z_Scratch
0,5,0,339,0.15184669614395427,0.0830473252688744,0.010327865701428832,0.47723518589616093,0.12198125679095334,0.005254044512942076,0.15030762568568648,Other_Faults,Z_Scratch
0,5,0,314,0.008687264543934353,0.00016,0.00019047619047619045,0.1313503314376031,0.001196285785678589,0.0,0.8584156420423082,Z_Scratch,Z_Scratch
0,5,0,292,0.037602094523310696,0.0016183333333333332,0.0006111111111111112,0.05192577790590577,0.005238185281064537,0.00021052631578947367,0.9027939715294853,Z_Scratch,Z_Scratch
0,5,0,263,0.09540793970070476,0.001536111111111111,0.011194145823789787,0.10237572535027374,0.1689072891106321,0.0,0.620578788903489,Z_Scratch,Z_Scratch
0,5,0,256,0.023687741736185666,0.0,0.00038995726495726497,0.017314645544875048,0.0022449538049383252,0.0003072463768115942,0.9560554552722315,Z_Scratch,Z_Scratch
0,5,0,186,0.03199642112514986,0.0007466666666666666,9.090909090909092e-05,0.07122021345637534,0.01564443832081131,0.00032051282051282046,0.8799808385195752,Z_Scratch,Z_Scratch
0,5,0,800,0.006937395022978547,0.0,0.009786691086691087,0.012601873050671676,0.0007091146839430593,0.9699649261557155,0.0,Stains,Stains
0,5,0,805,0.12048252783061006,0.017237453194940744,0.018437513859138572,0.18841108236791246,0.01267115727260431,0.6355359734011236,0.007224292073670189,Stains,Stains
0,5,0,779,0.010641060161029198,0.0,0.02079375518988522,0.03721744431465793,0.0008333333333333333,0.930403295889983,0.0001111111111111111,Stains,Stains
0,5,0,745,0.017646964250060217,0.0005,0.028064724244909977,0.05108532628593297,0.0007515873015873015,0.9016402868063981,0.0003111111111111111,Stains,Stains
0,5,0,743,0.008465730580049463,0.0005,0.016183593250001925,0.03522373549454343,0.0007515873015873015,0.9385642422627065,0.0003111111111111111,Stains,Stains
0,5,0,785,0.010552436125965533,8.333333333333333e-05,0.012160668416550773,0.03493435339170632,0.0007193223443223443,0.9414387752770107,0.0001111111111111111,Stains,Stains
0,5,0,807,0.01838908637461265,0.006057914015808752,0.03350032229940828,0.06584418737025094,0.0036311910311910313,0.8627407349197042,0.009836563989023944,Stains,Stains
0,6,0,901,0.7481328318718046,0.0012777842599810563,0.0029908829766724506,0.20197490253102557,0.030028501059852098,0.002087779497764018,0.013507317802900418,Bumps,Bumps
0,6,0,1029,0.6676168622809248,0.010330860568293299,0.0020324895546863513,0.25424496653689577,0.026558547193721492,0.00046283891547049436,0.03875343495000784,Bumps,Bumps
0,6,0,1077,0.5053125372630355,0.02128521399857177,0.027727015958296738,0.3233790340036728,0.06949282381854655,0.037306636867392697,0.015496738090484219,Bumps,Bumps
0,6,0,952,0.22455967887811912,0.032485147715313925,0.014294607602081687,0.5652111322129952,0.11118377570336525,0.0,0.05226565788812524,Other_Faults,Bumps
0,6,0,905,0.7074978332279515,0.0030451659451659454,0.001377356352386639,0.20898602054271975,0.07074299558351631,0.0008234432234432234,0.0075271851248167035,Bumps,Bumps
0,6,0,1066,0.20996148764578684,0.03424698635376067,0.02929968472920418,0.6535237042804346,0.05038883136369526,0.004732860519701951,0.017846445107416967,Other_Faults,Bumps
0,6,0,975,0.5201673858067648,0.04315378735240021,0.00908674389116111,0.29474948633214426,0.057715402044823415,0.05483544887041818,0.02029174570228854,Bumps,Bumps
0,6,0,1266,0.3504818515408204,0.0025762414095379504,0.002192647058823529,0.5076915208076049,0.02299662696867502,0.0009628851540616247,0.11309822706047644,Other_Faults,Bumps
0,6,0,1016,0.44564208108110537,0.0014485039178975105,0.005960221457448542,0.5046688909903755,0.030015366006393047,0.0004,0.01186493654678018,Other_Faults,Bumps
0,6,0,1123,0.43618752148776707,0.010459770447566918,0.008137946085387865,0.37179022465668315,0.15112108410401096,0.008052135611978794,0.014251317606605177,Bumps,Bumps
0,6,0,889,0.4596622144253444,0.010757234809630825,0.004837854231538442,0.3889893114964019,0.013127916357558972,0.0,0.12262546867952503,Bumps,Bumps
0,6,0,1061,0.4978010421962325,0.0019615741809677735,0.03569892022106954,0.4020533031739677,0.04048909160014205,0.00021195652173913043,0.021784112105881617,Bumps,Bumps
0,6,0,1168,0.6139737127769104,0.002615873015873016,0.009749479757341514,0.31671169943153643,0.014148876890945806,0.001351984126984127,0.041448374000408336,Bumps,Bumps
0,6,0,1224,0.8516667239346425,0.007152359121039294,0.0010943223443223443,0.12676050971931652,0.0055632165989885725,0.0002666666666666667,0.007496201615024472,Bumps,Bumps
0,6,0,1147,0.6800979921365965,0.0,0.01807488395390872,0.281365255263017,0.009726011800627005,0.001268671679197995,0.009467185166652795,Bumps,Bumps
0,6,0,994,0.32771429963280574,0.13387510017260815,0.011694578229112487,0.40905166872187343,0.05231472791562932,0.001341916906622789,0.06400770842134784,Other_Faults,Bumps
0,6,0,1018,0.5632547406764553,0.001571195471195471,0.0018130282256443246,0.3978814122834791,0.027623695450505952,0.0013237096237096236,0.006532218269010568,Bumps,Bumps
0,6,0,873,0.17726464239638673,0.01572928810230466,0.016114701760800827,0.33428399806325393,0.44862361589819133,0.002640614940614941,0.005343138838447764,Pastry,Bumps
0,6,0,1109,0.16208429787282624,0.06186869318819616,0.003183317972350231,0.49891452149411813,0.13877193807239183,0.0027634546967667175,0.13241377670335094,Other_Faults,Bumps
0,6,0,904,0.8735362706127077,0.000604040404040404,0.002284718331777155,0.10191253606004091,0.014446426102159118,0.001355851166377482,0.005860157322897261,Bumps,Bumps
0,6,0,1235,0.7924157235074052,0.009646738187553912,0.0031712330579338247,0.16478281978141557,0.014575459635561934,0.0,0.015408025830129748,Bumps,Bumps
0,6,0,1040,0.33476161469258187,0.005921465000130681,0.0027758615907357326,0.38545539550789765,0.22380843028533287,0.026748253947634755,0.02052897897568646,Other_Faults,Bumps
0,6,0,1228,0.8856319191213341,0.0048442751673336394,0.00018614718614718616,0.09493416040409992,0.0030941511387163564,0.0007538126361655772,0.010555534346203715,Bumps,Bumps
0,6,0,1158,0.7821918038513882,0.002602526407400549,0.00856966415015614,0.1508963882631033,0.022088452870447084,0.000125,0.03352616445750446,Bumps,Bumps
0,6,0,1203,0.2832978491896175,0.017890765167339395,0.006905811113551052,0.6362628875336762,0.018884339834397714,0.0013841100076394195,0.03537423715377913,Other_Faults,Bumps
0,6,0,997,0.42541983191677857,0.004126006859635394,0.0002857142857142857,0.37653820964947504,0.17811103171278447,8.333333333333333e-05,0.015435872242278891,Bumps,Bumps
0,6,0,1041,0.13552288216282676,0.0016954425204425206,0.00827273613326245,0.2716230964880946,0.06511465728521018,0.509893100996584,0.007878084413579772,Stains,Bumps
0,6,0,1084,0.5757825426186892,0.009206374992844905,0.022453611138118657,0.33412303478372696,0.051691618381445786,0.005393051511878635,0.0013497665732959852,Bumps,Bumps
0,6,0,1012,0.3222214021216675,0.04310102665062094,0.005952041087567402,0.4777985054921067,0.09317483921390748,0.002215021906198377,0.055537163527932344,Other_Faults,Bumps
0,6,0,903,0.7802766417185562,0.0031792833067432608,0.002867568129810692,0.16964813748704252,0.029139569449465677,0.0010243090243090244,0.013864490884072926,Bumps,Bumps
0,6,0,944,0.8177247873488559,0.0011992285492285492,0.0019263736263736265,0.15519597267112545,0.013383423542253312,0.000441025641025641,0.01012918862113841,Bumps,Bumps
0,6,0,1046,0.8337902862401784,0.0008895104895104895,0.004626167270732487,0.14632455375039968,0.006230188515960491,0.00025324675324675327,0.007886046979972324,Bumps,Bumps
0,6,0,1002,0.44974928465678854,0.001087996671520699,0.01871655266959921,0.4891139240375387,0.021056246593628838,0.0004391534391534391,0.01983684193177047,Other_Faults,Bumps
0,6,0,949,0.2858686477839049,0.0010771929824561401,0.02168378861976422,0.5862803684270709,0.08891327530463107,0.0013961293608352433,0.01478059752133719,Other_Faults,Bumps
0,6,0,1250,0.621066535933739,0.03538598272613753,0.026017358951554173,0.24031662893951306,0.06331043566340869,0.00917741337158307,0.004725644414065466,Bumps,Bumps
0,6,0,883,0.1618038873918946,0.03128451855147611,0.00455696414270583,0.5615144878471676,0.015393021565941644,0.002776197229457612,0.22267092327135654,Other_Faults,Bumps
0,6,0,1135,0.3402486402178837,0.012598973691880719,0.03108993842673966,0.4704343807411844,0.12651896647614438,0.005691788769652546,0.013417311676514844,Other_Faults,Bumps
0,6,0,978,0.6148986056072631,0.0185964417401845,0.010906103654799309,0.27904435082513335,0.026302704857698242,0.043063668912090944,0.007188124402830284,Bumps,Bumps
0,6,0,1080,0.4645164247058753,0.058694816860524905,0.023492168789039574,0.3158733455168518,0.035967730753516565,0.08733340777629432,0.014122105597898133,Bumps,Bumps
0,6,0,1195,0.42629869983668284,0.05546837698133279,0.010209856036387199,0.3500768805419178,0.0799635036854239,0.03838008673724584,0.03960259618100933,Bumps,Bumps
0,6,0,1294,0.05035260150749062,0.009026469871418719,0.01149744378677613,0.6516817515487215,0.27198648642819057,0.0003057644110275689,0.00514948244637563,Other_Faults,Other_Faults
0,6,0,1472,0.6841223737988504,0.0010043443970217424,0.014424651042212808,0.2584980419374993,0.01234421975884353,0.0004139433551198257,0.02919242571045279,Bumps,Other_Faults
0,6,0,1896,0.4003093824529504,0.0014038329455949591,0.005813070990371619,0.5367761942409762,0.01811089449684084,0.0004296296296296296,0.03715699524363604,Other_Faults,Other_Faults
0,6,0,1476,0.7166908859899009,0.006620898835015809,0.012268855607831244,0.22444284037806395,0.030179779616468935,0.004302368417559117,0.005494371155160628,Bumps,Other_Faults
0,6,0,1286,0.1772421762130217,0.06168803973195513,0.004257714000784488,0.44544699250156505,0.23890914687330322,0.00223677967588117,0.07021915100348969,Other_Faults,Other_Faults
0,6,0,1816,0.33414031102820435,0.01632790102690077,0.010654825043581312,0.32842225886421095,0.19063513500739793,0.0666082543961027,0.05321131463360228,Bumps,Other_Faults
0,6,0,1431,0.5622191213804532,0.002351781116486999,0.00018181818181818183,0.2670029042571068,0.0057679304225205855,0.007539210139871782,0.15493723450174232,Bumps,Other_Faults
0,6,0,1869,0.38705368910453536,0.007548981472753178,0.008491848158588678,0.4461769697300617,0.1315380297294058,0.0013609426233568108,0.017829539181298502,Other_Faults,Other_Faults
0,6,0,1587,0.4721858339271334,0.0011728443405654336,0.0055182996794373,0.47515657107917275,0.018507506148499917,0.0006319327731092437,0.026827012052081985,Other_Faults,Other_Faults
0,6,0,1712,0.11513552959922253,0.010111346104875515,0.026998550207083194,0.8185966224940416,0.00968589018824313,0.006260760579289992,0.013211300827244424,Other_Faults,Other_Faults
0,6,0,1878,0.3944511245368213,0.020341758950282302,0.004071438110057036,0.5140620647926031,0.00587486238125355,0.0008886554621848739,0.060310095766798105,Other_Faults,Other_Faults
0,6,0,1477,0.34269402051223463,0.012809278088612453,0.02826085314710364,0.5766127060159387,0.02220418760519379,0.0043169309345625125,0.013102023696354692,Other_Faults,Other_Faults
0,6,0,1904,0.30979060924390855,0.006873589985940233,0.0013380797363555983,0.6177267064817192,0.013231292110572333,0.0015777777777777778,0.049461944663725325,Other_Faults,Other_Faults
0,6,0,1558,0.11378986313019444,0.07044138092751835,0.002341666666666667,0.7714646315964471,0.021873354391032773,0.005648235700077133,0.01444086758806371,Other_Faults,Other_Faults
0,6,0,1684,0.03787821642512149,0.041362375818389994,0.08255843620169524,0.7085901524830883,0.04174047145723465,0.0004,0.08747034761447058,Other_Faults,Other_Faults
0,6,0,1361,0.1870285693399434,0.005128927410813264,0.1564888241563822,0.5870647850039538,0.045878942195404865,0.001197917685331873,0.01721203420817115,Other_Faults,Other_Faults
0,6,0,1435,0.3750756665273325,0.0038891294946169605,0.0007341991341991343,0.4024867823138665,0.193630563829363,0.010992680185311764,0.013190978515310186,Other_Faults,Other_Faults
0,6,0,1531,0.41957174140728754,0.006572328661228244,0.005315496173808194,0.33075218027454045,0.1240984666288471,0.00015384615384615385,0.1135359407004424,Bumps,Other_Faults
0,6,0,1850,0.06273880603988681,0.04170864904937693,0.031193924676177327,0.7568167084963311,0.06143712463177758,0.0034105979637538393,0.042694189142697576,Other_Faults,Other_Faults
0,6,0,1428,0.3898897163397413,0.018662292456999137,0.007490612523584661,0.5087978360398971,0.009820395491796755,0.003483666496901791,0.061855480651079264,Other_Faults,Other_Faults
0,6,0,1871,0.6676005923848596,0.0026694711204301998,0.00014814814814814815,0.29829033385705267,0.02718607647914706,0.0001111111111111111,0.003994266899251419,Bumps,Other_Faults
0,6,0,1592,0.009842626728725126,0.0006234817813765182,0.8288889109279163,0.09940526189280127,0.026818308278222125,0.0,0.034421410390958106,K_Scratch,Other_Faults
0,6,0,1487,0.03982426020002857,0.0037160205291784237,0.020262070333833017,0.9137454707485901,0.01799798504223412,0.00032748538011695904,0.004126707766018761,Other_Faults,Other_Faults
0,6,0,1931,0.11934683714744873,0.004330806938159878,0.03983488802089241,0.8041342478056114,0.0034096566433439177,0.00584564771158799,0.023097915732956106,Other_Faults,Other_Faults
0,6,0,1659,0.3353150899061547,0.09922889557422138,0.01564561751047146,0.3589664079207512,0.1643945342448497,0.018479650124631944,0.007969804718919674,Other_Faults,Other_Faults
0,6,0,1333,0.11962172315478128,0.032980686294831876,0.009911252273047014,0.6415454141012206,0.14455527693902856,0.0010139933166248955,0.05037165392046598,Other_Faults,Other_Faults
0,6,0,1589,0.13092471900522665,0.015081483202613233,0.024237609646757707,0.7910412806328079,0.016769140930814358,0.01138314154292856,0.010562625038851943,Other_Faults,Other_Faults
0,6,0,1643,0.644398182066677,0.006399314768553561,0.028740437336171282,0.25113400233930244,0.04819252563401534,0.019168957768700912,0.0019665800865800867,Bumps,Other_Faults
0,6,0,1689,0.14948361419905049,0.013832993702830223,0.12230931227885154,0.6390779583665321,0.017756605975703867,0.01334165189842995,0.04419786357860268,Other_Faults,Other_Faults
0,6,0,1696,0.05348230393264111,0.07181925072619989,0.0070669055602021,0.5165152090054761,0.2793455224986207,0.0,0.07177080827686037,Other_Faults,Other_Faults
0,6,0,1665,0.5283477684925063,0.004621474836241965,0.006029465572142917,0.422548011470738,0.02294748002310526,0.0002222222222222222,0.015283577383043175,Bumps,Other_Faults
0,6,0,1825,0.04700619846317399,0.044987305989590845,0.0588211728120222,0.7350111808756907,0.06361541629372242,0.006154269761885861,0.04440445580391401,Other_Faults,Other_Faults
0,6,0,1715,0.03410139493812599,0.002239177489177489,0.5187571849873546,0.4268835622812232,0.005884439445181133,0.0060594237195552994,0.006074817139382358,K_Scratch,Other_Faults
0,6,0,1748,0.050013727579812574,0.019796674930464803,0.25860590623511176,0.5864980145335189,0.05344780274777501,0.0005222222222222221,0.0311156517510946,Other_Faults,Other_Faults
0,6,0,1697,0.08187429910832464,0.03268252427672935,0.01854650913907139,0.5756866153238775,0.24545504382689698,0.0022401659125188536,0.04351484241258191,Other_Faults,Other_Faults
0,6,0,1757,0.05968701918652382,0.0001,0.000616589427533027,0.23908019323449875,0.008446986560126284,0.0005537480063795853,0.6915154635849381,Z_Scratch,Other_Faults
0,6,0,1915,0.1196072919312535,0.0112207174662283,0.037742847656054054,0.705858165922243,0.007647215647457454,0.0857793763960192,0.03214438498074487,Other_Faults,Other_Faults
0,6,0,1359,0.12374018007500394,0.018564565653383124,0.016158205395507858,0.8050807619613132,0.009274550338785279,0.0003111111111111111,0.026870625464895492,Other_Faults,Other_Faults
0,6,0,1427,0.4474726267317669,0.004078710547764256,0.002595959595959596,0.46778738142288695,0.017339006922686154,0.004123926754834197,0.056602388024102106,Other_Faults,Other_Faults
0,6,0,1807,0.24625373223476638,0.004413216641571737,0.0020033577533577532,0.673457216301457,0.02985450193864394,0.0034376706626706626,0.04058030446753241,Other_Faults,Other_Faults
0,6,0,1512,0.27958806936669356,0.025813232459473524,0.012525351094408886,0.5037015882661864,0.15475917827364769,0.014847694791809746,0.008764885747780483,Other_Faults,Other_Faults
0,6,0,1446,0.5008905851173714,0.0026558848558848563,0.005529958591534848,0.4506518622436755,0.027901444656658857,0.0007023956435721142,0.01166786889130273,Bumps,Other_Faults
0,6,0,1641,0.7377426275410219,0.0021325099592430325,0.01935726407834498,0.2011933565279331,0.028416109179264588,0.010119570127355286,0.001038562586838449,Bumps,Other_Faults
0,6,0,1849,0.08992027149563254,0.04725523860647218,0.036964709232552156,0.7099158586851452,0.06893938529511923,0.007045322781619055,0.03995921390346027,Other_Faults,Other_Faults
0,6,0,1719,0.1137826578613897,0.027951841792622726,0.016832243587365403,0.5441223821175193,0.25452174513906445,0.004520969467409096,0.03826816003462964,Other_Faults,Other_Faults
0,6,0,1784,0.06912810288487332,0.005357693625031086,0.03295153439390011,0.8645168147628509,0.0032583250083250085,0.004188602151202771,0.020598927173816794,Other_Faults,Other_Faults
0,6,0,1650,0.34678524029002494,0.023021588176658832,0.005427688008212304,0.45277458212580424,0.11471458559935879,0.035234352483000435,0.0220419633169411,Other_Faults,Other_Faults
0,6,0,1824,0.12621803251373184,0.005573816367870075,0.001356573050373209,0.2931427205084806,0.041211130651777415,0.0,0.5324977269077668,Z_Scratch,Other_Faults
0,6,0,1908,0.1113697628180503,0.004515096285786336,0.06757250701535628,0.7422044381780188,0.009357100933795827,0.02268185516024429,0.042299239608748256,Other_Faults,Other_Faults
0,6,0,1889,0.13998503481077315,0.03741535689638529,0.011026892967713397,0.6816812192647729,0.06945957647009643,0.045320097965330146,0.015111821624928367,Other_Faults,Other_Faults
0,6,0,1271,0.05470569525920852,0.03171502904612474,0.08180128334854156,0.5268229578689626,0.18898728389657854,0.00025,0.11571775058058417,Other_Faults,Other_Faults
0,6,0,1385,0.11988814454365376,0.013222027021128511,0.06323160436890532,0.7382348598987843,0.014638004351655583,0.030631570096420674,0.020153789719452118,Other_Faults,Other_Faults
0,6,0,1314,0.20291456282773784,0.04683612464600802,0.0016747160417999534,0.5309492249074815,0.15814330493386078,0.002548001860416048,0.05693406478269639,Other_Faults,Other_Faults
0,6,0,1547,0.24566988270203663,0.03986824523601612,0.04052954419423324,0.5601682368672213,0.06694030990191623,0.02218062554583956,0.024643155552737588,Other_Faults,Other_Faults
0,6,0,1405,0.43345592651452247,0.0017087826488284155,0.002106882674018224,0.48682773436851523,0.06470246126630065,0.0013044520465359582,0.009893760481278989,Other_Faults,Other_Faults
0,6,0,1636,0.7215238486159417,0.00042682580278488206,0.004011660561660562,0.2526205236165306,0.01110628485059046,0.003053742537298914,0.0072571140151931664,Bumps,Other_Faults
0,6,0,1616,0.1107834249933424,0.051062466871781016,0.0036502810055441637,0.7795153383510436,0.01749812252902342,0.008796999917866793,0.028693366331399697,Other_Faults,Other_Faults
0,6,0,1511,0.09936775739744118,0.08802610325959506,0.05237489506654323,0.5637839996524351,0.13501631539698997,0.0008555555555555555,0.06057537367144046,Other_Faults,Other_Faults
0,6,0,1360,0.10202855465486539,0.031548059675103,0.04376374419236611,0.5442925544783895,0.01360206384343684,0.24716879608347897,0.017596227072360596,Other_Faults,Other_Faults
0,6,0,1867,0.05829144691723491,0.01734781496305853,0.006282446758607749,0.8640304220610087,0.02268980905322383,0.001198517126148705,0.030159543120718616,Other_Faults,Other_Faults
0,6,0,1925,0.16413609527412895,0.01276578227376787,0.0721532467096924,0.6969246196033659,0.01893045684768546,0.0009193324219640009,0.03417046686939538,Other_Faults,Other_Faults
0,6,0,1753,0.02082997086237253,0.005177220002220002,0.0009696523918491882,0.17667235925330704,0.010607936641739863,0.0,0.785742860848511,Z_Scratch,Other_Faults
0,6,0,1549,0.4066932801972862,0.024076259872429496,0.017482075901843027,0.4330983853952338,0.07750408735188039,0.01759983414998625,0.023546077131340958,Other_Faults,Other_Faults
0,6,0,1891,0.23930845455568858,0.007731582171735623,0.06234111793221247,0.6292230384774711,0.01725325998937493,0.0,0.044142546873517735,Other_Faults,Other_Faults
0,6,0,1458,0.46368531757295633,0.004769948704994472,0.22940311979204692,0.2603292580850675,0.0255364895079691,0.010450237031630215,0.005825629305335187,Bumps,Other_Faults
0,6,0,1813,0.4309600453835566,0.08134699171276369,0.0077048642731911,0.3222397526981611,0.05791265954204637,0.07812783889973217,0.021707847490549062,Bumps,Other_Faults
0,6,0,1373,0.4063238829621087,0.0007889920880632954,0.0013325358851674642,0.3231243302324347,0.02242893328019853,0.007471988240144116,0.23852933731188342,Bumps,Other_Faults
0,6,0,863,0.3164175725511476,0.1816108155229505,0.010355376419747871,0.3369558426836923,0.09286126373673784,0.03949990137005307,0.022299227715671072,Other_Faults,Dirtiness
0,6,0,821,0.14025077291274632,0.47268097685836846,0.005673958886919279,0.2235896887370847,0.12514142178259693,0.0020701922849439337,0.03059298853734058,Dirtiness,Dirtiness
0,6,0,846,0.07844474868140826,0.5551020849787994,0.02533385329731125,0.23485514343024966,0.060456273357033304,0.00405041739869326,0.04175747885650522,Dirtiness,Dirtiness
0,6,0,823,0.13140308770753306,0.48117290193453827,0.0064597355800747915,0.23452057914250887,0.10899730855039969,0.004188276180876799,0.033258110904069,Dirtiness,Dirtiness
0,6,0,825,0.21291525013302015,0.3521594422647625,0.005171590501002266,0.24762296721711796,0.16155935698363846,0.005909327319280879,0.014662065581178519,Dirtiness,Dirtiness
0,6,0,857,0.08919426375393316,0.6648787048197795,0.0004712643678160919,0.1310960788774465,0.1003707337282831,0.0011287538770297391,0.01286020057571141,Dirtiness,Dirtiness
0,6,0,396,0.014839376962906369,0.0,0.9581901578813342,0.01969221840251252,0.0005454545454545454,0.0,0.006732792207792209,K_Scratch,K_Scratch
0,6,0,718,0.005682262969677157,0.00011764705882352942,0.9762101065899894,0.010820397681617227,0.001212152581717799,0.0,0.005957433118174807,K_Scratch,K_Scratch
0,6,0,556,0.0029122106221951423,0.0,0.9647835665644539,0.031554351812319206,0.000519607843137255,0.0,0.00023026315789473684,K_Scratch,K_Scratch
0,6,0,717,0.02546816655450859,0.002358695652173913,0.8919368842799742,0.055726980646142205,0.011917079122776276,0.0,0.01259219374442501,K_Scratch,K_Scratch
0,6,0,531,0.0005726495726495726,0.0,0.9910245535166589,0.006886130244024981,0.0,0.0,0.0015166666666666668,K_Scratch,K_Scratch
0,6,0,427,0.0,0.0,0.9988333333333334,0.0007916666666666666,0.0,0.0,0.000375,K_Scratch,K_Scratch
0,6,0,552,0.00255140522875817,0.0,0.9729890017510793,0.020427345735283545,0.0005552631578947368,0.0,0.0034769841269841266,K_Scratch,K_Scratch
0,6,0,698,0.0006666666666666666,0.0,0.9799716842904183,0.01936164904291502,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,646,0.0,0.0,0.9985116959064329,0.0014883040935672516,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,636,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,540,0.0012694749694749693,0.0,0.9890815103025631,0.008191370617686405,0.0002,0.0,0.001257644110275689,K_Scratch,K_Scratch
0,6,0,516,0.00222014652014652,0.0,0.9795999323861552,0.012893504732281822,0.0,0.0,0.005286416361416361,K_Scratch,K_Scratch
0,6,0,652,0.0020622106221951423,0.0,0.9637535798844672,0.03343433849230589,0.000519607843137255,0.0,0.00023026315789473684,K_Scratch,K_Scratch
0,6,0,738,0.4673398573608844,0.005168094315460045,0.048061907293677444,0.414205658205105,0.02721929158500972,0.016654744662689867,0.02135044657717359,Bumps,K_Scratch
0,6,0,473,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,680,9.523809523809523e-05,0.0,0.9844978339577444,0.015406927947017458,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,476,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,414,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,667,0.0007726495726495725,0.0,0.9534688327621837,0.04395851766516703,0.0,0.0,0.0017999999999999997,K_Scratch,K_Scratch
0,6,0,728,0.03445612511902926,8.695652173913043e-05,0.8050866907124599,0.1375099994355288,0.011101671339237515,0.0,0.011758556872005405,K_Scratch,K_Scratch
0,6,0,574,0.0,0.0,0.9994256410256411,0.0005743589743589743,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,471,0.0006666666666666666,0.0,0.9977103174603175,0.00148015873015873,0.0,0.0,0.00014285714285714284,K_Scratch,K_Scratch
0,6,0,421,0.05755823049674524,0.0028569874569874575,0.1946165713340133,0.6026968064999735,0.007672617450750443,0.0011779310344827586,0.1334208557270472,Other_Faults,K_Scratch
0,6,0,355,0.04482629433643177,0.027658886108706395,0.25246855870413765,0.5033707867375234,0.1385903688291264,0.00016666666666666666,0.03291843861740782,Other_Faults,K_Scratch
0,6,0,448,0.07866640922381374,0.0069271475583240275,0.3281144801022256,0.4270227632817366,0.01759518691690047,0.0016642055442866802,0.14000980737271299,Other_Faults,K_Scratch
0,6,0,681,0.0003333333333333333,0.0,0.9629555369021081,0.036461129764558654,0.0,0.0,0.00025,K_Scratch,K_Scratch
0,6,0,547,0.00142640522875817,0.0002666666666666667,0.9740468531842069,0.020434724780312347,0.00043529411764705884,0.0,0.0033900560224089634,K_Scratch,K_Scratch
0,6,0,491,0.01609036763889705,0.0,0.9454714530567468,0.021602344877344873,0.00024285714285714286,0.0,0.01659297728415375,K_Scratch,K_Scratch
0,6,0,619,0.0,0.0,0.9961801365301365,0.00381986346986347,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,583,0.0038216374269005845,0.0001,0.981716514771778,0.01201899065846434,0.0014714285714285714,0.0,0.0008714285714285714,K_Scratch,K_Scratch
0,6,0,557,0.0018052631578947369,0.0,0.9923124895572264,0.004696532999164578,0.0002,0.0,0.0009857142857142857,K_Scratch,K_Scratch
0,6,0,410,0.0020854700854700853,0.0,0.9959957264957264,0.0008888888888888888,0.0,0.0,0.0010299145299145298,K_Scratch,K_Scratch
0,6,0,418,0.04633846704722864,0.0,0.7750755179842064,0.15637076429732322,0.010404782139085546,0.0,0.011810468532155838,K_Scratch,K_Scratch
0,6,0,597,0.0,0.0,0.9997142857142858,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,367,0.08476844237444195,0.0009057692307692309,0.7631656130386226,0.12931378144533498,0.014634514422033368,0.003822337629690571,0.0033895418591070765,K_Scratch,K_Scratch
0,6,0,415,0.0028413419913419905,0.0,0.9799513290802766,0.009773661426293007,0.0014666666666666665,0.0,0.005967000835421889,K_Scratch,K_Scratch
0,6,0,497,0.0,0.0,0.9995555555555555,0.0,0.0,0.0,0.0004444444444444444,K_Scratch,K_Scratch
0,6,0,568,0.0,0.0,0.9949499485894221,0.005050051410577726,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,606,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,42,0.09089630777856725,0.02005228841182199,0.05153449618707123,0.3169280297746342,0.5109252717069834,0.00026495726495726497,0.009398648875964985,Pastry,Pastry
0,6,0,80,0.07639482129227679,0.11035369369053365,0.0579102204295533,0.5814635188317403,0.14216752966292676,0.006688684671022131,0.025021531421947425,Other_Faults,Pastry
0,6,0,4,0.058618627690884446,0.07404154109781146,0.017766284398848278,0.508452338126048,0.2626067647557986,0.00011764705882352942,0.07839679687178577,Other_Faults,Pastry
0,6,0,154,0.13473912957495243,0.01942489022724927,0.00814957581118572,0.16566254737516745,0.2342391355240434,0.0010579411764705883,0.4367267803109314,Z_Scratch,Pastry
0,6,0,81,0.24247456452406022,0.07694207731463798,0.030296571071101962,0.40448971746270496,0.22640814313128158,0.013383562086348458,0.00600536440986506,Other_Faults,Pastry
0,6,0,66,0.20650774411218034,0.038777479496976935,0.0012405797101449276,0.368109998408404,0.366608907498715,0.0012091093117408906,0.017546181461838114,Other_Faults,Pastry
0,6,0,53,0.35959921321682375,0.014985396225098743,0.005954803338378518,0.3351137597127676,0.2674826512101813,0.0,0.01686417629675017,Bumps,Pastry
0,6,0,70,0.2717649907698462,0.004318990964515261,0.007547181267920438,0.6063909676054416,0.09387743583621307,0.0003076923076923077,0.015792741248371888,Other_Faults,Pastry
0,6,0,60,0.3607059423121616,0.005904138027983953,0.0009883979109985303,0.38615411251865617,0.21216794996474742,0.0019369384713598444,0.032142520794092994,Other_Faults,Pastry
0,6,0,98,0.1601903287784037,0.023120998770626577,0.004367471561307878,0.4404252989574945,0.3497251502638653,0.008976408805494818,0.013194342862807662,Other_Faults,Pastry
0,6,0,9,0.05337796375425239,0.04337448995623827,0.035313587988963606,0.471817842694566,0.36063506229428505,0.00027192982456140344,0.035209123487133495,Other_Faults,Pastry
0,6,0,110,0.1906133885182345,0.07082851668202085,0.0070575816482466094,0.4424059402691023,0.22880041634105433,0.0030189796985294354,0.0572751768428127,Other_Faults,Pastry
0,6,0,153,0.12583114952489383,0.008244176613284164,0.004392928966458378,0.10919012068285164,0.2809201957048233,0.0,0.4714214285076898,Z_Scratch,Pastry
0,6,0,18,0.08222684014918004,0.024112223996033112,0.00907039305083524,0.37876154358945696,0.4925092306845559,0.0,0.013319768529938896,Pastry,Pastry
0,6,0,6,0.03507576590090886,0.020342972227365825,0.13733370106603823,0.4716887490469542,0.2381498469999278,0.00016666666666666666,0.09724229809213893,Other_Faults,Pastry
0,6,0,150,0.2005529638299295,0.02142178905593093,0.003420707070707071,0.31356152966337575,0.3190406171862995,0.0004636363636363636,0.14153875683012143,Pastry,Pastry
0,6,0,305,0.03261234348172399,0.015120813872466856,0.0038959990556100394,0.11242083734530153,0.06370281389540476,0.0,0.7722471923494928,Z_Scratch,Z_Scratch
0,6,0,226,0.05263606471030551,0.007723468006221404,0.00040300059417706474,0.09152594591843505,0.06703106419912806,0.000391025641025641,0.7802894309307075,Z_Scratch,Z_Scratch
0,6,0,208,0.012305195714606806,0.005083682503912682,0.0010118288144603932,0.05398735135262526,0.009020211646387447,0.0,0.9185917299680072,Z_Scratch,Z_Scratch
0,6,0,284,0.03576050311650727,0.0028129148629148634,0.0060864960160612325,0.3200295642711472,0.024765044750645768,0.004212075375604787,0.6063334016071183,Z_Scratch,Z_Scratch
0,6,0,240,0.32402772169883387,0.0013264860870124027,0.0033756642738066883,0.3220857684768312,0.01847303207465701,0.010833751707528799,0.31987757568133,Bumps,Z_Scratch
0,6,0,250,0.0461887861328035,0.0007538461538461539,0.002708373027938245,0.1722627347770635,0.01198418562437946,0.0017777156177156174,0.7643243586662535,Z_Scratch,Z_Scratch
0,6,0,204,0.03695525597563679,0.005066554978625917,0.002569807968663261,0.10253875423850826,0.03605849614658678,0.0,0.8168111306919789,Z_Scratch,Z_Scratch
0,6,0,280,0.0426242989922637,0.0038781507381507384,0.006681940163828035,0.1937504800999953,0.041368266275460384,0.003353838383838384,0.7083430253464634,Z_Scratch,Z_Scratch
0,6,0,276,0.05715162289062747,0.0009596587622903412,0.007235530426010975,0.08573272624359685,0.010405890733855467,0.0008266666666666666,0.8376879042769522,Z_Scratch,Z_Scratch
0,6,0,185,0.1073133317046696,0.0013333333333333335,0.001946015379155775,0.21226101737941058,0.0033143512919828707,0.0009038461538461538,0.6729281047576022,Z_Scratch,Z_Scratch
0,6,0,309,0.01736878442980501,0.005782658877643398,0.0007748841801473379,0.1132647862982495,0.008708353280706222,0.0,0.8541005329334485,Z_Scratch,Z_Scratch
0,6,0,290,0.007150357225620383,0.00020202020202020202,0.000375,0.01723938026962765,0.0020775335775335773,0.0,0.9729557087251983,Z_Scratch,Z_Scratch
0,6,0,282,0.016983725107782267,0.0009988299855919994,0.0017261902752535921,0.041085163506621676,0.015874754799748737,0.00018181818181818183,0.9231495181431838,Z_Scratch,Z_Scratch
0,6,0,248,0.03201622996868722,0.00085,0.0017615851610736522,0.08493536209528074,0.009979072239312515,0.0018064237516869097,0.8686513267839591,Z_Scratch,Z_Scratch
0,6,0,334,0.112091023171605,0.0032514132925897635,0.24506785036216724,0.44060477331588443,0.0032453799806233885,0.002908913548700567,0.19283064632843014,Other_Faults,Z_Scratch
0,6,0,242,0.03988133986584452,0.00042857142857142855,0.0005373737373737373,0.11724045072633352,0.006634172935717558,0.0024603663003663003,0.8328177250057932,Z_Scratch,Z_Scratch
0,6,0,295,0.025900743079054423,0.0015187878787878788,0.0041926237161531285,0.09452419161127588,0.01785908072245129,0.0005018181818181818,0.8555027548104592,Z_Scratch,Z_Scratch
0,6,0,299,0.03554014632765069,0.0002361111111111111,0.0,0.06994123540458394,0.008571026847075438,0.00014285714285714284,0.885568623166722,Z_Scratch,Z_Scratch
0,6,0,322,0.02980392699048506,0.0006071633189253326,0.0037911301805237728,0.21180543617464692,0.0011422605722450922,0.00028500000000000004,0.7525650827631732,Z_Scratch,Z_Scratch
0,6,0,765,0.003769134460310931,0.0,0.06710163461359783,0.09812715903844602,0.0015539329091960672,0.8290845026148131,0.00036363636363636367,Stains,Stains
0,6,0,774,0.0026297682709447417,0.0008095238095238096,0.005797708543232838,0.0385714501233649,0.003195940609098504,0.9489956086438357,0.0,Stains,Stains
0,6,0,747,0.0020740842490842492,0.0,0.04132903844969734,0.04300769713565176,0.00023026315789473684,0.913358917007672,0.0,Stains,Stains
0,6,0,801,0.0052730816826792055,0.00014285714285714284,0.030962133270253468,0.039551649828985264,0.0013739418476260582,0.9226963362275988,0.0,Stains,Stains
0,6,0,739,0.13615982438823465,0.016479899127833576,0.002100237215111357,0.8001247341112268,0.010604189047144358,0.0056530502972446705,0.028878065813204443,Other_Faults,Stains
0,6,0,792,0.0014380952380952379,0.0,0.0002,0.0009777777777777777,0.0,0.9973841269841269,0.0,Stains,Stains
0,6,0,770,0.09066147464790485,0.008087886375750152,0.04994459629784571,0.35434900867616137,0.012569009012753799,0.46952900185585517,0.014859023133729013,Stains,Stains
0,7,0,907,0.5733141177772826,0.0011770562770562771,0.009779131044394202,0.3309412283045974,0.02478204563928496,0.00075,0.05925642095738476,Bumps,Bumps
0,7,0,1205,0.7205739603041452,0.0008785714285714285,0.0014758481284797074,0.24203634192504217,0.004506286833670062,0.0011875396825396824,0.029341451697551677,Bumps,Bumps
0,7,0,1074,0.4259586237561037,0.02860227429128779,0.010983325871061813,0.4444351881587224,0.028010228840746394,0.05231673050216182,0.00969362857991619,Other_Faults,Bumps
0,7,0,939,0.48981463171382555,0.0029923574128817095,0.0024834441272521767,0.2977579723976265,0.10107162198776239,0.00025,0.10562997236065153,Bumps,Bumps
0,7,0,1173,0.8014442817643834,0.0002222222222222222,0.0030021357297673086,0.18358559167071223,0.010009140303144207,0.0,0.0017366283097707247,Bumps,Bumps
0,7,0,1247,0.6099236567943362,0.06352686532198391,0.0044603131436218415,0.2604644475993625,0.033586403665218575,0.024950786291144923,0.0030875271843324582,Bumps,Bumps
0,7,0,1092,0.3937573728730427,0.008266710482499953,0.00794342364975798,0.5097412376401905,0.05073478452783513,0.022882290030486228,0.006674180796187837,Other_Faults,Bumps
0,7,0,932,0.7387305559893216,0.0015523809523809522,0.0009425737661031779,0.19352215951844745,0.05877846906165055,0.0016568928676687297,0.004816967844427797,Bumps,Bumps
0,7,0,1153,0.4208003277371054,0.005932038643868333,0.03755148720216831,0.4243536652234997,0.019108465686685006,0.001804124441538629,0.09044989106513467,Other_Faults,Bumps
0,7,0,1087,0.2612260782359442,0.0043872464150145046,0.05664539741309426,0.5849383673400231,0.06778548142337035,0.019021082004998115,0.005996347167555574,Other_Faults,Bumps
0,7,0,1229,0.8496033790638576,0.005712008244593384,0.0013871618147933938,0.1199588109253255,0.0029877240147924465,0.0007417701863354036,0.019609145750302707,Bumps,Bumps
0,7,0,1254,0.10077070163664995,0.0073864714092943175,0.00219866913272486,0.10718080746220855,0.38703878035910255,0.0003333333333333334,0.39509123666668716,Z_Scratch,Bumps
0,7,0,1218,0.8853724354978123,9.523809523809523e-05,0.0037512582412427614,0.09531995013604642,0.011035036240140876,0.0002857142857142857,0.004140367503805638,Bumps,Bumps
0,7,0,980,0.480264580398536,0.030918816518158827,0.01875588029624912,0.3941010408878304,0.05890259102775733,0.014619969659347098,0.0024371212121212116,Bumps,Bumps
0,7,0,1263,0.4243086418243773,0.01411338504535588,0.004926304418424488,0.36259874704828654,0.08119191800667068,0.00011764705882352942,0.11274335659806167,Bumps,Bumps
0,7,0,1259,0.5798346760559892,0.009063355000469198,0.0026121780464491463,0.3288030625375065,0.04390419687634681,0.0002,0.035582531483238845,Bumps,Bumps
0,7,0,1001,0.33996288853301976,0.0028788616896033774,0.004703511514733752,0.4974816123551576,0.1417279409262259,0.002197387619734689,0.011047797361525315,Other_Faults,Bumps
0,7,0,1134,0.10224646994990666,0.014422933018134253,0.2111723527266423,0.6145854627866073,0.028086363464449662,0.005117596074949016,0.02436882197931073,Other_Faults,Bumps
0,7,0,869,0.10944887890254117,0.03382101113563154,0.017195921073487365,0.45397098693988625,0.34296501409549096,0.0005187903883556058,0.04207939746460744,Other_Faults,Bumps
0,7,0,1072,0.3705259058627333,0.0034534525902448904,0.00041025641025641023,0.4361159659143185,0.02201322201950146,0.012856908141239812,0.15462428906170586,Other_Faults,Bumps
0,7,0,884,0.42375468410991757,0.0018333333333333333,0.005914722729596872,0.197799759637797,0.029468366862303544,0.00525315306271828,0.33597598026433373,Bumps,Bumps
0,7,0,1138,0.14191685810458787,0.04953879862556566,0.04485707256604515,0.43985154148025174,0.24196864012597302,0.003215839945714087,0.07865124915186276,Other_Faults,Bumps
0,7,0,1023,0.5504194636532044,0.0057794619609163956,0.0012892623716153127,0.35635393187761216,0.06794802573786882,0.0011526703688468393,0.01705718402993566,Bumps,Bumps
0,7,0,1210,0.7444934437840455,0.01221626477387347,0.0014185452450775032,0.21760174610991687,0.013720706744168254,0.0012327644577644582,0.00931652888515331,Bumps,Bumps
0,7,0,1149,0.5893210273502669,0.006388847059373375,0.011349815641347898,0.3548435771880201,0.013876221078543059,0.001652362724994304,0.022568148957454074,Bumps,Bumps
0,7,0,1058,0.485828203651982,0.005639802443858171,0.0018526984126984126,0.4504274140253108,0.033312804818360055,0.005395845359528226,0.01754323128826224,Bumps,Bumps
0,7,0,1083,0.18982292101083018,0.031283347620005904,0.09606864860146425,0.3641497967902284,0.29476858556830243,0.0013827561327561329,0.02252394427641287,Other_Faults,Bumps
0,7,0,872,0.21152006766925238,0.020209255084367,0.07938921369256075,0.5854490830940372,0.09386918049514294,0.007750494802418682,0.0018127051622212913,Other_Faults,Bumps
0,7,0,1142,0.46850241126890296,0.0015224879179987542,0.009131306646569802,0.46975400900615527,0.0060677082942832035,0.0012153846153846156,0.04380669225070557,Other_Faults,Bumps
0,7,0,1104,0.08295863765916062,0.008992408240022875,0.013780681601742307,0.8319499591060517,0.019148846170570284,0.002307119134735234,0.04086234808771691,Other_Faults,Bumps
0,7,0,992,0.5210179619893814,0.0463273180958973,0.0034493728493728494,0.38630224393746615,0.032769204569286815,0.0008333333333333333,0.009300565225262401,Bumps,Bumps
0,7,0,1209,0.8893803460582913,0.0006031746031746031,0.0011784781884781883,0.09741408624536543,0.003420767735204588,0.00018181818181818183,0.007821328987667731,Bumps,Bumps
0,7,0,1211,0.7928467472591584,0.0036320923520923518,0.001573613132293098,0.16626832536097969,0.016651394632216952,0.0015322612170438257,0.017495566046215247,Bumps,Bumps
0,7,0,957,0.6634671881660464,0.0030756083639816305,0.0007824340262420757,0.2999645453356895,0.025870243433573806,0.0008948930296756383,0.005945087644790161,Bumps,Bumps
0,7,0,1194,0.5375975863707625,0.011863414181718976,0.004586088566714754,0.3322250006328254,0.02328762467307896,0.07621351984058679,0.014226765734312724,Bumps,Bumps
0,7,0,1059,0.7590553095155027,0.00018181818181818183,0.0016004616355511495,0.21339757427953354,0.00584735433593692,0.0016582959094569001,0.018259186142200682,Bumps,Bumps
0,7,0,1111,0.12369507219692229,0.00200083833397873,0.01442427177273339,0.8243558604320148,0.004259051228306847,0.012445522694452562,0.018819383341591948,Other_Faults,Bumps
0,7,0,1201,0.48073351305088924,0.0025765269326121247,0.0037427173703489494,0.4371380368692152,0.01341516336164314,0.003611596377855702,0.058782446037435813,Bumps,Bumps
0,7,0,969,0.06233035868063836,0.006960342538961465,0.10571606774675298,0.7923110164532172,0.008428246525141311,0.004270465921127562,0.019983502134161037,Other_Faults,Bumps
0,7,0,1126,0.2767107510003412,0.010444588808265126,0.01954545151346208,0.5954808575927759,0.04437995687073799,0.009225345175387346,0.04421304903903027,Other_Faults,Bumps
0,7,0,1382,0.07479188019662443,0.00085,0.39779502650829274,0.42913903021062716,0.027057203268531158,0.00040404040404040404,0.0699628194118839,Other_Faults,Other_Faults
0,7,0,1312,0.053828171785492464,0.08783085535345139,0.007360065847290911,0.6543151908396025,0.13548041034669234,0.0009791067691525357,0.06020619905831902,Other_Faults,Other_Faults
0,7,0,1929,0.19557178456090168,0.0052511022493059115,0.20193082581264593,0.4608043692607226,0.017376369677920056,0.006092999271064355,0.11297254916743998,Other_Faults,Other_Faults
0,7,0,1338,0.10488339939982173,0.014282237225316373,0.015911756970016674,0.7223997004300644,0.10535574022996064,0.0032403531556163133,0.03392681258920457,Other_Faults,Other_Faults
0,7,0,1543,0.07406242561681503,0.010397774036769464,0.3375487617244787,0.4315634916949921,0.07646126770106532,0.0007782234105763518,0.06918805581530332,Other_Faults,Other_Faults
0,7,0,1535,0.1963301827889217,0.019748062610852716,0.06615949796916588,0.4617564589824868,0.139672487723832,0.0003333333333333333,0.11599997659140777,Other_Faults,Other_Faults
0,7,0,1279,0.2249961244778833,0.016509300885670517,0.005861692891768946,0.42548094241993356,0.3021063998962539,0.00025,0.02479553942849002,Other_Faults,Other_Faults
0,7,0,1526,0.07101035144016812,0.036175081128755025,0.13805172070776897,0.5836556010834907,0.05071642151736111,0.00460149885484798,0.11578932526760866,Other_Faults,Other_Faults
0,7,0,1429,0.3546977084438808,0.084726804575031,0.002470964064070851,0.3321619972471033,0.15652768379625334,0.0018608434618416468,0.06755399841181929,Bumps,Other_Faults
0,7,0,1866,0.08752773067649681,0.015106384943934969,0.006878180310688052,0.8073468784843791,0.024679921147599922,0.0053929338205653985,0.053067970616335454,Other_Faults,Other_Faults
0,7,0,1501,0.04665216862353425,0.024667575017186198,0.014173130125061072,0.6826034906675954,0.21384907253412208,0.00028181818181818185,0.01777274485068334,Other_Faults,Other_Faults
0,7,0,1520,0.1200024396539434,0.06924263414549187,0.023127499505815597,0.2889451477503767,0.46822172709288035,0.017870424836601305,0.012590127014891449,Pastry,Other_Faults
0,7,0,1498,0.02038867038945368,0.00538009226419174,0.010018466276901044,0.9295360213377776,0.029982049646310825,0.00041666666666666664,0.00427803341869838,Other_Faults,Other_Faults
0,7,0,1731,0.06756027622799152,0.006089798601238229,0.03657241850542716,0.844324055673162,0.023289233713744403,0.003453461007591442,0.018710756270845112,Other_Faults,Other_Faults
0,7,0,1663,0.15482432599323423,0.07883948528122525,0.002799031908425501,0.4307137174381235,0.287683791265502,0.0005520525451559934,0.044587595568333874,Other_Faults,Other_Faults
0,7,0,1803,0.14320523730056894,0.0011444812497444076,0.0005852941176470589,0.7739473298743864,0.029676508304783713,0.012970826898531835,0.0384703222543375,Other_Faults,Other_Faults
0,7,0,1287,0.29247670989147945,0.07305446611364631,0.007573111856837005,0.46100044928417694,0.11243016348637226,0.016241312787285994,0.037223786580202325,Other_Faults,Other_Faults
0,7,0,1770,0.08205781524819689,0.005002059313235785,0.0236611995951631,0.8508418026018842,0.010397650514335128,0.010315728068389934,0.017723744658795133,Other_Faults,Other_Faults
0,7,0,1611,0.6600303151076741,0.006224394783960002,0.0007957983193277312,0.26096746461449233,0.05404423620014257,0.0008067226890756302,0.017131068285327334,Bumps,Other_Faults
0,7,0,1760,0.07359950633184181,0.019737360409051035,0.0,0.2307958697113512,0.08648560666665668,0.0,0.5893816568810989,Z_Scratch,Other_Faults
0,7,0,1673,0.16558695201218723,0.3484600115827485,0.0058999614047130534,0.2419865302998629,0.20425422229251822,0.002980013697210494,0.030832308710760255,Dirtiness,Other_Faults
0,7,0,1397,0.1708355476647708,0.00875039172914025,0.17617396219544043,0.5351291002564288,0.09827812801647581,0.0013067783094098883,0.00952609182833439,Other_Faults,Other_Faults
0,7,0,1739,0.3790113805416651,0.004314442454690133,0.011324382117303819,0.4715545111759228,0.1193618086704764,0.0009527766351295763,0.013480698404811893,Other_Faults,Other_Faults
0,7,0,1892,0.26448035428467603,0.025391727631787226,0.006675123879961341,0.6144711979291815,0.0286048469188384,0.007355060343081742,0.05302168901247366,Other_Faults,Other_Faults
0,7,0,1702,0.025855303039867276,0.028702531381514105,0.020796227083466273,0.8784939862275924,0.028147697385175002,0.0007555555555555555,0.017248699326830368,Other_Faults,Other_Faults
0,7,0,1291,0.03228893519317263,0.050061250616515764,0.02628835330147484,0.6633642159175606,0.18867644424448907,0.0,0.03932080072678742,Other_Faults,Other_Faults
0,7,0,1841,0.07061248316900662,0.006843293307252118,0.10018517757736783,0.8006024732527286,0.00440180596881768,0.008352293999753952,0.009002472725073343,Other_Faults,Other_Faults
0,7,0,1761,0.31423684764564047,0.0012051239953716733,0.00438422659040306,0.3695994882403713,0.005626208845819831,0.0020855621829151245,0.3028625424994786,Other_Faults,Other_Faults
0,7,0,1593,0.0748017535804748,0.0157282762125776,0.014679920418636116,0.8543487553797412,0.015167134848447826,0.004493149879589508,0.0207810096805333,Other_Faults,Other_Faults
0,7,0,1365,0.06249437222770616,0.00300828308945956,0.12273996418000467,0.7726914525183443,0.008728763823036268,0.022018778262414006,0.00831838589903538,Other_Faults,Other_Faults
0,7,0,1682,0.16481253844845753,0.01279762869427856,0.07512228214784221,0.6478667379004831,0.05291025699813075,0.011452659059281755,0.035037896751526326,Other_Faults,Other_Faults
0,7,0,1307,0.2391145671178191,0.030770401428438354,0.002186642274582778,0.31429388787009743,0.38004400968741936,0.0,0.03359049162164318,Pastry,Other_Faults
0,7,0,1919,0.12111770860977,0.00237013209013209,0.023362865399644144,0.7857839598884461,0.0058903965253001645,0.01372983876707351,0.04774509871963453,Other_Faults,Other_Faults
0,7,0,1775,0.13156570148712513,0.009037479678903827,0.04902647005266748,0.7577228613366,0.01548013065022353,0.016716688733112203,0.020450668061368152,Other_Faults,Other_Faults
0,7,0,1318,0.05304734430142156,0.003789850889850889,0.027027503004076633,0.8814038804161527,0.015067765275687485,0.011476883023225058,0.008186773089585715,Other_Faults,Other_Faults
0,7,0,1743,0.07088925150219816,0.00422937365372148,0.048554194400426694,0.8302884969146556,0.007679615874645489,0.007485648775228799,0.030873418879123912,Other_Faults,Other_Faults
0,7,0,1897,0.3889146248571923,0.006407791533409383,0.005631968070629061,0.5291933787678857,0.018458124180602678,0.002299227581470144,0.04909488500881103,Other_Faults,Other_Faults
0,7,0,1855,0.17357790858164196,0.01008738967194774,0.004221759821618484,0.4880745804374384,0.29257891858030877,9.523809523809523e-05,0.031364204811807336,Other_Faults,Other_Faults
0,7,0,1577,0.19832911081698934,0.045145211734567814,0.009830594102805703,0.44586225927160394,0.23851738570586328,0.0015111111111111109,0.06080432725705915,Other_Faults,Other_Faults
0,7,0,1283,0.09207091620379836,0.04397857462904559,0.005675387927509715,0.4261603712558265,0.39903153511471634,0.0005828571428571429,0.03250035772624646,Other_Faults,Other_Faults
0,7,0,1366,0.2091204488628219,0.024624560937323417,0.0015944211017740431,0.6862658723311338,0.032109836784845,0.020536686364471642,0.025748173617630397,Other_Faults,Other_Faults
0,7,0,1414,0.37487908597746744,0.02110186457938645,0.011338506521447024,0.4537372872427188,0.11457789810533822,0.004085929171561471,0.020279428402080916,Other_Faults,Other_Faults
0,7,0,1754,0.05227160262329566,0.001811358741665647,0.009568994490189067,0.2424823656492044,0.04172159498261867,0.001509059361690941,0.6506350241513357,Z_Scratch,Other_Faults
0,7,0,1899,0.24491936941625103,0.024320604550547336,0.003997789520421099,0.6742684227795516,0.01544572114469225,0.010395050307882722,0.026653042280653832,Other_Faults,Other_Faults
0,7,0,1320,0.049294754535508564,0.0050698711801801044,0.016920175806365085,0.8808356856177687,0.025442782982292945,0.00366303098162164,0.018773698896263836,Other_Faults,Other_Faults
0,7,0,1937,0.10524173145892136,0.004846132749259684,0.18853328772832129,0.6117100515184678,0.007549176616996344,0.00422496532154225,0.07789465460649135,Other_Faults,Other_Faults
0,7,0,1879,0.5109228278913297,0.002308969539232697,0.0007422039948355738,0.4188627527968917,0.007921838880311179,0.002038854474596163,0.057202552422802866,Bumps,Other_Faults
0,7,0,1647,0.2946958933637098,0.014984327977253006,0.014217088956794839,0.5555265007686172,0.07532215022140629,0.031258068603895746,0.013995970108323047,Other_Faults,Other_Faults
0,7,0,1601,0.30661533685555037,0.029537637334472698,0.005361139144653075,0.35548429531652426,0.1453726149378476,0.0020332887554855516,0.15559568765546677,Other_Faults,Other_Faults
0,7,0,1394,0.0882067468943672,0.018657654231272476,0.0332125715025483,0.8115380196663199,0.008376999897372943,0.019743379407174376,0.02026462840094523,Other_Faults,Other_Faults
0,7,0,1881,0.3513052259307174,0.030360025286757075,0.007106333148462641,0.4794112446071204,0.029093103157249695,0.011004319932895107,0.09171974793679784,Other_Faults,Other_Faults
0,7,0,1585,0.3486590491424886,0.02969350728515487,0.007113915254963848,0.2710831994674131,0.31061115160314623,0.0023074074074074073,0.03053176983942645,Bumps,Other_Faults
0,7,0,1510,0.19008252090618055,0.010153945255026156,0.020575254707980956,0.7373628855889763,0.023188569933952203,0.009261394493094587,0.00937542911478973,Other_Faults,Other_Faults
0,7,0,1519,0.22105838634956068,0.02132293086589156,0.04649527358656111,0.3548052342639714,0.34734641172875363,0.0007305672867437573,0.008241195918517897,Other_Faults,Other_Faults
0,7,0,1309,0.41147259156021376,0.002379853741030211,0.007255577375070275,0.44255719700600055,0.08610980819713122,0.0044734629548871035,0.0457515091656672,Other_Faults,Other_Faults
0,7,0,1936,0.10631149999350648,0.0011817439640969055,0.04558825702942352,0.7842052407962019,0.00617223836248604,0.009582515588239105,0.046958504266045586,Other_Faults,Other_Faults
0,7,0,1858,0.12047070697245063,0.04756037727247848,0.015387740516188794,0.7939808864109184,0.01045038251349464,0.0021705869062769558,0.009979319408192786,Other_Faults,Other_Faults
0,7,0,1447,0.7301973729752158,0.00015384615384615385,0.010969650824262227,0.23443938174947573,0.012635857595015626,0.0005,0.011103890702184548,Bumps,Other_Faults
0,7,0,1873,0.1546976852904038,0.04154994026703212,0.004282689862024227,0.730851354605803,0.025192037737479824,0.000575501253132832,0.04285079098412419,Other_Faults,Other_Faults
0,7,0,1920,0.11859278390582867,0.003068720506448701,0.12770014720391523,0.5700828734324843,0.004789348356035662,0.01096249317233931,0.16480363342294846,Other_Faults,Other_Faults
0,7,0,1902,0.11120643712396891,0.013989603225727867,0.0015357991681521092,0.8313525906328949,0.01274464674721438,0.018087097800622134,0.011083825301420045,Other_Faults,Other_Faults
0,7,0,1297,0.04619829878966514,0.003929084788521642,0.007142924869212763,0.7273332345401763,0.20525250735883985,0.0004916666666666666,0.009652282986918241,Other_Faults,Other_Faults
0,7,0,1938,0.1589250978152432,0.0034418813506530564,0.21198506500993766,0.45720432611052847,0.023527909793318057,0.005489828605135509,0.13942589131518487,Other_Faults,Other_Faults
0,7,0,1302,0.03428104598576304,0.007136744266671981,0.00477697243932538,0.5671711902447555,0.3756869192262201,0.0,0.010947127837264464,Other_Faults,Other_Faults
0,7,0,1618,0.4254667156968974,0.0058134764908294315,0.005109259045048519,0.4223876208231055,0.038783183178626716,0.0010610101010101011,0.10137873466448218,Bumps,Other_Faults
0,7,0,1800,0.14918187557870752,0.007792862209241352,0.0040685526891409245,0.6998552987159252,0.02163219015590532,0.011818308127961698,0.10565091252311894,Other_Faults,Other_Faults
0,7,0,1758,0.037170848112361494,0.0036819474900744247,0.006229480186136534,0.25401161790091215,0.00475055296886499,0.001334695026335893,0.6928208583153145,Z_Scratch,Other_Faults
0,7,0,854,0.04407990108698508,0.7976593499923148,0.001393425539977264,0.0477677056093591,0.10048751883178801,0.0005269230769230768,0.008085175862652873,Dirtiness,Dirtiness
0,7,0,858,0.13099004979076465,0.43640932223736906,0.008996135904447923,0.23606060393913608,0.14205654487681363,0.007794437124227878,0.03769290612724134,Dirtiness,Dirtiness
0,7,0,818,0.11707203458636252,0.44934112040761975,0.0033918434590092957,0.280699656181379,0.10868076106922134,0.0009842857142857142,0.039830298582123405,Dirtiness,Dirtiness
0,7,0,836,0.5155744997636671,0.14428632592396756,0.0031624458874458874,0.28348397639367534,0.029117174172570197,0.006573774428186192,0.017801803430487637,Bumps,Dirtiness
0,7,0,859,0.12240258364419236,0.5567679223487887,0.002669728234728235,0.15958469445369766,0.14076976743032296,0.005631937160025129,0.012173366728245765,Dirtiness,Dirtiness
0,7,0,826,0.17475672590035127,0.34729643464633514,0.017873494727928027,0.31551394103018837,0.08145980343711672,0.01308183387463506,0.05001776638344565,Dirtiness,Dirtiness
0,7,0,635,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,649,0.003420564014529532,0.0,0.9677769286949636,0.021728690567597436,0.003630497300369423,0.00041379310344827585,0.0030295263190915364,K_Scratch,K_Scratch
0,7,0,548,0.0,0.0003076923076923077,0.9958205405705406,0.0028534521034521035,0.0,0.0,0.0010183150183150182,K_Scratch,K_Scratch
0,7,0,357,0.0424007752481488,0.013456325241070715,0.6834462804259664,0.22983774909104068,0.020450684493527615,0.008243546690779494,0.0021646388094663954,K_Scratch,K_Scratch
0,7,0,429,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,570,8.695652173913043e-05,0.0,0.9677109185103796,0.03220212496788147,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,363,0.03408080254804016,0.0093478992298415,0.8019213072505635,0.13003908295612743,0.018224708862168357,0.005957080379313184,0.0004291187739463601,K_Scratch,K_Scratch
0,7,0,382,0.0844133860323078,0.004606660318189461,0.2239270125960203,0.6240186466873432,0.048202132261206815,0.002374579717257063,0.012457582387675399,Other_Faults,K_Scratch
0,7,0,463,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,537,0.00329376026272578,0.00019047619047619045,0.9726173993516956,0.02032747818456112,0.0002222222222222222,0.00041379310344827585,0.0029348706848706845,K_Scratch,K_Scratch
0,7,0,482,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,605,0.036692359129922275,0.004384326683845462,0.7390566020737911,0.16152059794717866,0.008061920055909153,0.004137357899674497,0.046146836209678514,K_Scratch,K_Scratch
0,7,0,736,0.029125581630172398,0.00011764705882352942,0.8244445923377104,0.11858782486275288,0.007221109202439125,0.0,0.020503244908100866,K_Scratch,K_Scratch
0,7,0,539,0.0626095139176763,0.010141517419958616,0.39092802208213717,0.44756594466355654,0.022642984218039952,0.0013383333333333333,0.06477368436529807,Other_Faults,K_Scratch
0,7,0,696,0.00046666666666666666,0.0,0.9791840577073724,0.02034927562596091,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,532,0.0003269230769230769,0.0,0.9912418494989702,0.007273766464014143,0.0,0.0,0.001157460960092539,K_Scratch,K_Scratch
0,7,0,545,0.01822090825725029,0.0027876843314923808,0.8158549472446911,0.12345552846653804,0.02362902321501056,0.00017786561264822133,0.0158740428723697,K_Scratch,K_Scratch
0,7,0,529,0.004972000442013229,0.0,0.9778927471055987,0.016377010694146245,0.0006153846153846154,0.0,0.00014285714285714284,K_Scratch,K_Scratch
0,7,0,715,0.015652035602557204,0.001936923076923077,0.9249644921200556,0.044101942133461164,0.0013707456226637812,0.0,0.011973861444339299,K_Scratch,K_Scratch
0,7,0,666,0.035548481421628746,0.013284316523114686,0.6632611597104285,0.1964700561924585,0.020014660654358408,0.006119080588750127,0.06530224490926051,K_Scratch,K_Scratch
0,7,0,366,0.06968282333602151,0.001347910216718266,0.466045508208279,0.40502229215475843,0.04022607830281757,0.0016998092605509487,0.015975578520854468,K_Scratch,K_Scratch
0,7,0,349,0.007267593333738843,0.000625,0.8423446889495291,0.14532725517699957,0.0042685060179945096,0.00016695652173913045,0.0,K_Scratch,K_Scratch
0,7,0,538,0.0,0.0,0.998532177677395,0.0014678223226049312,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,609,8.695652173913043e-05,0.0,0.9657837680584922,0.03367927541976875,0.0,0.0,0.00045,K_Scratch,K_Scratch
0,7,0,640,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,423,0.001932051282051282,0.0,0.9973043123543123,0.0007636363636363637,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,553,0.011485346366440727,0.0015499425411190117,0.9048208394244068,0.06451209471418785,0.008023808288897804,0.00017786561264822133,0.009430103052299849,K_Scratch,K_Scratch
0,7,0,470,0.00018181818181818183,0.0,0.9982703962703962,0.001547785547785548,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,504,0.0,0.0,0.9965735252187427,0.00342647478125739,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,565,0.0003833333333333333,0.0002666666666666667,0.9953131517269449,0.00403684827305517,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,589,0.035413727889512685,0.005617528188796193,0.7066371605313887,0.16987202035084095,0.014754357178320703,0.004598134521536056,0.0631070713396046,K_Scratch,K_Scratch
0,7,0,546,0.0007642003559623695,0.0005076923076923076,0.9823738006209403,0.01263429815798237,0.0006617826617826617,0.0,0.0030582258956400833,K_Scratch,K_Scratch
0,7,0,498,0.0009404761904761905,0.0,0.9990595238095239,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,477,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,371,0.038550322847735005,0.0010702204228520019,0.7054965164244025,0.21678614159388354,0.013534752607736856,0.02185612125245319,0.002705924850937639,K_Scratch,K_Scratch
0,7,0,436,0.05548402845321784,0.008284432750360868,0.5425398066954052,0.26335004104884574,0.01630138093334725,0.0018397144030480304,0.11220059571577454,K_Scratch,K_Scratch
0,7,0,689,0.00046666666666666666,0.0,0.9687397207599387,0.030793612573394493,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,716,0.013667682820836,0.0007,0.9352178903008224,0.03742184778336682,0.0008630533149714734,0.0,0.012129525780003635,K_Scratch,K_Scratch
0,7,0,481,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,69,0.3105681767514239,0.0013398989898989902,0.005887888191959399,0.48732957791160125,0.18152699256053015,0.0006170174652933274,0.012730448129293376,Other_Faults,Pastry
0,7,0,91,0.08395629180714582,0.04175354338054677,0.04832331508858767,0.37110041479557104,0.4162126559096984,0.0,0.03865377901845053,Pastry,Pastry
0,7,0,84,0.23817617679556338,0.006222073826250028,0.06616535187513485,0.5492739731796691,0.10229134803172975,0.0037133551868184095,0.0341577211048345,Other_Faults,Pastry
0,7,0,100,0.27485710889780035,0.05080964713907188,0.018790534480941038,0.5378824078707427,0.08913039730366176,0.02466127136309214,0.003868632944690373,Other_Faults,Pastry
0,7,0,25,0.16427068824817095,0.03537225912113044,0.02498706482513257,0.34068831339543,0.4230162491300724,0.0002776470588235294,0.011387778221240328,Pastry,Pastry
0,7,0,156,0.11166198477731386,0.016726546944228995,0.0030781089086352248,0.1309969744011608,0.4456580569634802,0.0024583333333333336,0.2894199946718488,Pastry,Pastry
0,7,0,102,0.10287410513393966,0.008952641921676299,0.03733189226495143,0.42591438846305263,0.4065961501107589,0.0008093189964157706,0.017521503109205572,Other_Faults,Pastry
0,7,0,114,0.026321296737544235,0.0582621093701034,0.007748527312937735,0.22270158143816307,0.6726530612296178,0.00013793103448275863,0.012175492877150937,Pastry,Pastry
0,7,0,119,0.026493020943007237,0.042502479575774445,0.016230056370843824,0.22916794347635133,0.6585766493874005,0.0,0.027029850246622716,Pastry,Pastry
0,7,0,64,0.35688656199933944,0.004385079028298843,0.002651406339134534,0.5189806447830901,0.10638024468460447,0.0009024327122153209,0.009813630453317486,Other_Faults,Pastry
0,7,0,129,0.06624915804891861,0.018855895512455725,0.005973538377604244,0.3723266660271763,0.5269689139580505,0.0,0.009625828075794424,Pastry,Pastry
0,7,0,61,0.2890270357949826,0.00781224009609391,0.0014105128205128205,0.4887852282022676,0.1888995908637609,0.0037344320853911653,0.020330960136991594,Other_Faults,Pastry
0,7,0,130,0.0894847509687924,0.060307154536015095,0.013600295499335445,0.2134589830594698,0.5941097634718464,0.00041646210387629145,0.02862259036066469,Pastry,Pastry
0,7,0,126,0.04152693518536167,0.06450026971018635,0.022933500666203303,0.15630146454546304,0.6919646110364415,0.00036571428571428573,0.022407504570630156,Pastry,Pastry
0,7,0,72,0.25874602008405906,0.06711194799697313,0.0019940148199773947,0.30296112610055054,0.34286026144649234,0.0014219289164941339,0.024904700635453504,Pastry,Pastry
0,7,0,125,0.04695911800157761,0.04711393368138384,0.01942860465937767,0.29952188041272415,0.5335185869478966,0.0009537037037037037,0.05250417259333655,Pastry,Pastry
0,7,0,209,0.025895768509943344,0.004203608073375202,0.07007726846714028,0.3328207860418155,0.11953911409408606,0.0,0.4474634548136401,Z_Scratch,Z_Scratch
0,7,0,173,0.027307436312501623,0.004061924418890364,0.001756341697518168,0.11797880004736588,0.05285543115198317,0.0002481203007518797,0.795791946070989,Z_Scratch,Z_Scratch
0,7,0,216,0.02510341930557638,0.005148092430445372,0.0019207875457875458,0.08804785420942512,0.03143292088903004,0.00014285714285714284,0.8482040684768783,Z_Scratch,Z_Scratch
0,7,0,169,0.018172088295776587,0.003186215092097445,0.0011383244206773619,0.05726734282810035,0.020385761462706417,0.0002481203007518797,0.8996021475998899,Z_Scratch,Z_Scratch
0,7,0,198,0.31439942083776096,0.0005405263157894736,0.0023694805194805196,0.34538420615232246,0.011681364591795336,0.00564814686365568,0.3199768547191962,Other_Faults,Z_Scratch
0,7,0,294,0.06340360955203195,0.0,0.0016281069807385598,0.058337271669442206,0.03089870289519637,0.0,0.8457323089025911,Z_Scratch,Z_Scratch
0,7,0,179,0.26895898520239386,0.0006527272727272727,0.0033093035619351408,0.29116603268435126,0.012587610390686175,0.0046952838219845895,0.418630057065922,Z_Scratch,Z_Scratch
0,7,0,223,0.004256244392243896,0.0015478260869565216,0.0,0.014492369668739303,0.0033707100085717664,0.00023529411764705883,0.9760975557258412,Z_Scratch,Z_Scratch
0,7,0,287,0.03303906833553218,0.0,0.0004886363636363636,0.03276096832453676,0.0037282092019943684,0.0,0.9299831177743005,Z_Scratch,Z_Scratch
0,7,0,279,0.008805550804448217,0.0,0.0,0.025261246984230632,0.002799477334259943,0.00023999999999999998,0.9628937248770617,Z_Scratch,Z_Scratch
0,7,0,191,0.1551434657370821,0.0011940723019670388,0.0013070707070707071,0.2703415280144469,0.010272306290699876,0.007164804141506929,0.5545767528072264,Z_Scratch,Z_Scratch
0,7,0,344,0.2139803489941989,0.019644475394783638,0.009134224977431169,0.6374425169804466,0.041836577011952085,0.011974043625942269,0.06598781301524538,Other_Faults,Z_Scratch
0,7,0,180,0.018798570406724936,0.00016666666666666666,0.00016666666666666666,0.10383189483950499,0.00481575771045742,0.0004242286751361162,0.8717962150348434,Z_Scratch,Z_Scratch
0,7,0,262,0.07661403392999738,0.0006114883984153932,0.00042023809523809527,0.18525362675453036,0.0032294472130223913,0.005780702452899251,0.7280904631558972,Z_Scratch,Z_Scratch
0,7,0,325,0.03353783106924441,0.001149216456839373,0.0,0.15054045328551222,0.011558994913543306,0.00023999999999999998,0.8029735042748614,Z_Scratch,Z_Scratch
0,7,0,278,0.03039665057962105,0.002419733044733045,0.005417703572657134,0.1298836537576313,0.007085185514021831,0.0004337662337662337,0.8243633072975693,Z_Scratch,Z_Scratch
0,7,0,286,0.04165544554903924,0.001507937167502385,0.014209520108361743,0.08415833138550659,0.044853497040716714,0.0016089910089910088,0.8120062777398822,Z_Scratch,Z_Scratch
0,7,0,164,0.008307206826597866,0.012191078973774186,0.0024571987609913306,0.18925468784990865,0.0220005420084097,0.0,0.7657892855803184,Z_Scratch,Z_Scratch
0,7,0,214,0.02542751177662152,0.005607628420656876,0.0026914712738242154,0.11874228332715901,0.04927340731739508,0.0,0.7982576978843438,Z_Scratch,Z_Scratch
0,7,0,753,0.0009318181818181819,0.0005555555555555556,0.02000441008939461,0.0031728635313774635,0.0008888888888888888,0.9739651803305055,0.00048128342245989307,Stains,Stains
0,7,0,786,0.005472034632034633,0.0005,0.0018405483405483404,0.03092831834533005,8e-05,0.9608154623184506,0.00036363636363636367,Stains,Stains
0,7,0,780,0.0034375170722996807,0.0,0.019223396417450127,0.023640530065274303,0.00018181818181818183,0.9535167382631579,0.0,Stains,Stains
0,7,0,755,0.003144907238257622,0.0,0.021570205568425385,0.01328933356132508,0.00028695652173913046,0.9609273136877932,0.000781283422459893,Stains,Stains
0,7,0,756,0.0011883541295306,0.0,0.015972437813304683,0.013360740360430765,0.0,0.9694784676967341,0.0,Stains,Stains
0,7,0,778,0.0015839096850861557,0.0005,0.007724028912264207,0.014638926530985353,8e-05,0.9754731348716642,0.0,Stains,Stains
0,7,0,809,0.004468196537761754,0.0,0.04279022925781236,0.028912208165819003,0.00045454545454545455,0.9232081539173949,0.00016666666666666666,Stains,Stains
0,8,0,934,0.5436979598825127,0.01030026635549268,0.00482993753428536,0.348406172124299,0.0698494691108879,0.0042035975376532655,0.018712597454869327,Bumps,Bumps
0,8,0,981,0.5275586414095003,0.012539490720712957,0.01947734959386766,0.3731380497140742,0.051730804175255024,0.010836929037345646,0.004718735349244166,Bumps,Bumps
0,8,0,1178,0.29955708290655325,0.008290063005325489,0.01338228075375067,0.5751805431373022,0.06129636783099721,0.0007225690975690976,0.04157109326850252,Other_Faults,Bumps
0,8,0,1078,0.38675782322610935,0.03811608223540401,0.012478571570739429,0.40397807629477306,0.11943746595707361,0.022770472835373774,0.016461507880527266,Other_Faults,Bumps
0,8,0,1062,0.4120657291641367,0.008202037194969133,0.0019736663583223195,0.39664121331647534,0.16296533821643133,0.002278205128205128,0.015873810621460743,Bumps,Bumps
0,8,0,1196,0.1841158514440531,0.0023439045736871823,0.04955972598858103,0.7022955892384225,0.04443361054110684,0.0030968536878585333,0.014154464526290477,Other_Faults,Bumps
0,8,0,1031,0.5399510621977098,0.009568716139108705,0.0014938964799005368,0.27454562379492364,0.1589140394322856,0.0013705128205128204,0.014156149135559555,Bumps,Bumps
0,8,0,895,0.5444579410273904,0.007541821616710565,0.008223561514737984,0.3498269855270535,0.04510436062885694,0.017497659452316874,0.027347670232933635,Bumps,Bumps
0,8,0,988,0.5909027143619227,0.003617449707155589,0.008922606743176804,0.3383297766055947,0.04205171495626406,0.0009504215083162451,0.015225316117570166,Bumps,Bumps
0,8,0,936,0.4030661347729645,0.010826924602922786,0.003877751394669553,0.3494268055274791,0.22137289841760066,0.0008253393665158371,0.010604145917847998,Bumps,Bumps
0,8,0,960,0.7591270581072036,0.0012290448343079922,0.00980034808463399,0.20220761508661528,0.012763994223100131,0.0,0.01487193966413922,Bumps,Bumps
0,8,0,1008,0.3824935195240627,0.01120268997647667,0.005882685235301335,0.4708273164215302,0.09133343308864704,0.0030120099199046567,0.03524834583407766,Other_Faults,Bumps
0,8,0,985,0.39307150125569695,0.010955869903741079,0.005322974411209705,0.4514932854470595,0.021305229477974804,0.0020358308358308353,0.1158153086684873,Other_Faults,Bumps
0,8,0,1017,0.5429129848128491,0.003960077776254247,0.02121884460790302,0.36486757686518545,0.056465662965499444,9.523809523809523e-05,0.010479614877070838,Bumps,Bumps
0,8,0,1159,0.6414907879421979,0.004096033745846641,0.006538562952355521,0.274411534926127,0.011235422442481267,9.523809523809523e-05,0.06213241989575325,Bumps,Bumps
0,8,0,1043,0.22583316373942283,0.012203855511920375,0.004817568972658488,0.5905972681463808,0.10442293945410586,0.004380073194779078,0.057745130980732924,Other_Faults,Bumps
0,8,0,880,0.5648055656174142,0.0049750751553228325,0.01904599628137923,0.3115382281879113,0.05404461984394412,0.012314008623255678,0.03327650629077272,Bumps,Bumps
0,8,0,1220,0.8963840907969286,0.00043801313628899827,0.002135275537193695,0.09784266464686597,0.0011150891442653454,0.00011764705882352942,0.001967219679633867,Bumps,Bumps
0,8,0,1030,0.51437584379274,0.024736905991612726,0.0029357549471401467,0.37921935434997717,0.04700815880683024,0.004737690431791925,0.02698629167990791,Bumps,Bumps
0,8,0,1129,0.5120376512005318,0.0046047902411174724,0.05298109648403014,0.3608781750519238,0.04731351974097404,0.005249212410883936,0.016935554870539382,Bumps,Bumps
0,8,0,891,0.6907023872969332,0.000764102564102564,0.0019589658159452207,0.22134864898562426,0.07264448046571703,0.001047843822843823,0.011533571048834207,Bumps,Bumps
0,8,0,943,0.7320387695963669,0.0008735326906682406,0.0009698179271708683,0.22535379239825473,0.037420579613027104,0.0002666666666666667,0.003076841107845953,Bumps,Bumps
0,8,0,1225,0.5938388771419809,0.018144777375101284,0.0028859728506787333,0.36192394691358487,0.01039647696876451,0.003048702816380162,0.00976124593350966,Bumps,Bumps
0,8,0,909,0.7138501833674508,0.0021690070713600127,0.003290738673091614,0.21928959126437092,0.05466258814255419,0.0013269266681031385,0.0054109648130694025,Bumps,Bumps
0,8,0,1246,0.5168324493025229,0.016678070915314827,0.012136863623458422,0.4061461385720845,0.021709105704601796,0.008785041228271138,0.01771233065374672,Bumps,Bumps
0,8,0,974,0.1917036291927034,0.34120926673854934,0.0038305633644609275,0.19936970964915884,0.22670188687540185,0.008347392879826956,0.028837551299898845,Dirtiness,Bumps
0,8,0,896,0.6101911450395014,0.011504788768238086,0.008156856923033393,0.2662953098859165,0.0679800511104828,0.014787338194627197,0.021084510078200412,Bumps,Bumps
0,8,0,967,0.5847639935717687,0.03985467390233801,0.012677760337197709,0.2911008712906845,0.041006225087320665,0.015373415912910382,0.015223059897780585,Bumps,Bumps
0,8,0,1197,0.44034755590701324,0.005775064664425277,0.002102341079972659,0.5035681515716424,0.011234084586638462,0.011755518476229196,0.02521728371407907,Other_Faults,Bumps
0,8,0,1112,0.2158091622852173,0.006399399417083678,0.08657616512875685,0.6075563046773547,0.012289186466878616,0.0033174899894081477,0.06805229203530094,Other_Faults,Bumps
0,8,0,1067,0.40195699887388003,0.013648244837826205,0.02625357785108357,0.49096049373147216,0.02874291128857141,0.009847958060619923,0.028589815356546654,Other_Faults,Bumps
0,8,0,1075,0.6262940191210027,0.0024605909570305853,0.017584390621617697,0.263844961067487,0.06633368061458525,0.016185749923139876,0.007296607695137106,Bumps,Bumps
0,8,0,1256,0.432169804390019,0.008254100945120597,0.0070126738986174995,0.44837521884569576,0.053360590403349846,0.0014671127093095057,0.049360498807888085,Other_Faults,Bumps
0,8,0,1265,0.35337845439699483,0.0356548997130737,0.00045431216931216933,0.38344604379294395,0.12546801865422116,0.0006886407939039518,0.10090963047955073,Other_Faults,Bumps
0,8,0,1107,0.20491650053129126,0.011242048024364617,0.022755169664743818,0.641431670964351,0.01719340809598734,0.053956526465813316,0.0485046762534494,Other_Faults,Bumps
0,8,0,1162,0.7836168239866967,0.0002824074074074074,0.009396078077284835,0.18426179174126023,0.00922486424814011,0.0002666666666666667,0.012951367872545088,Bumps,Bumps
0,8,0,1056,0.6580649177186123,0.005380074969949112,0.0051560965273490505,0.2110003492234941,0.0203475877244655,0.0,0.1000509738361304,Bumps,Bumps
0,8,0,1234,0.39630073020109347,0.056386886955158415,0.025999394895199174,0.4511522344120879,0.03219745972963834,0.004611448783862971,0.03335184502295958,Other_Faults,Bumps
0,8,0,929,0.765274733794493,0.005138075564126178,0.004603293454126676,0.1427885177376678,0.01648191760929478,0.00013333333333333334,0.06558012850695817,Bumps,Bumps
0,8,0,1200,0.3922791234638093,0.008072083233045863,0.003500648058960079,0.5280733200429693,0.008821889534317739,0.009619756954431876,0.04963317871246612,Other_Faults,Bumps
0,8,0,1751,0.02563172840092211,0.00655344339444824,0.003990570214099626,0.15508518420064946,0.01814678067546489,0.0,0.7905922931144159,Z_Scratch,Other_Faults
0,8,0,1857,0.0737289354580418,0.008348196982544135,0.004652955770293231,0.8234965808689565,0.036180668382933,0.006680210003749024,0.04691245253348228,Other_Faults,Other_Faults
0,8,0,1642,0.31483327163376473,0.07598132265505857,0.028135283625444266,0.43392707514298695,0.055614328400802195,0.06472433781936746,0.0267843807225763,Other_Faults,Other_Faults
0,8,0,1542,0.1611914406829405,0.061513976420284985,0.06859331028506278,0.6172266780160801,0.02454201731245817,0.044786033230067405,0.022146544053106162,Other_Faults,Other_Faults
0,8,0,1566,0.2499803762397933,0.045785323090562095,0.004329132819439725,0.4853634822442903,0.18364944705553868,0.003636638769316115,0.027255599781060506,Other_Faults,Other_Faults
0,8,0,1514,0.1739490018230089,0.13453655943194287,0.005732295524505109,0.2260196949178131,0.4135668067437539,0.0015114845938375351,0.04468415696513892,Pastry,Other_Faults
0,8,0,1463,0.33548823365353586,0.007975077342304425,0.08538111395873106,0.47631088449584835,0.07248433128524777,0.0016241060824181029,0.020736253181914768,Other_Faults,Other_Faults
0,8,0,1916,0.1269627807826739,0.004775468499956991,0.027382010238581955,0.7941460466503398,0.00362116274092987,0.018594081207056096,0.024518449880461587,Other_Faults,Other_Faults
0,8,0,1676,0.30925699408477036,0.009053081615367926,0.06538419146367999,0.5203198212190061,0.023783838939561097,0.0003891402714932127,0.07181293240612176,Other_Faults,Other_Faults
0,8,0,1805,0.197497745942754,0.002496831472620946,0.000955537883169462,0.7349211916026246,0.019547223610285623,0.016089377040427646,0.02849209244811784,Other_Faults,Other_Faults
0,8,0,1345,0.2888467033833654,0.010168439896702113,0.022986566212098804,0.46274808920076277,0.1914621647233127,0.011225597731150748,0.012562438852607787,Other_Faults,Other_Faults
0,8,0,1725,0.1335504637461897,0.05996669353817004,0.015844969030211997,0.47332170222120373,0.2922935716319466,0.0028212799348988605,0.022201319897379255,Other_Faults,Other_Faults
0,8,0,1555,0.14764812263811714,0.5193923266972762,0.007795819376328192,0.15341434947479063,0.1375695580349298,0.005678306443012327,0.02850151733554579,Dirtiness,Other_Faults
0,8,0,1465,0.2845292701537876,0.0031256312315135846,0.07326235416237577,0.4844539473990968,0.14159965800914784,0.007052503288604748,0.0059766357554740905,Other_Faults,Other_Faults
0,8,0,1553,0.1196823723570821,0.4762287652817532,0.005766615797866303,0.21913039946326224,0.12925910917251646,0.007167110078516728,0.04276562784900344,Dirtiness,Other_Faults
0,8,0,1710,0.09013308637734284,0.05213444729684397,0.044619616356658724,0.6248221637457921,0.12267714612770583,0.004546952926300753,0.06106658716935622,Other_Faults,Other_Faults
0,8,0,1370,0.14485164310467014,0.017183069906953004,0.001126471949103528,0.7754344715599607,0.02234067289693978,0.02011470083301083,0.018948969749362866,Other_Faults,Other_Faults
0,8,0,1434,0.3223657104007262,0.0008992784992784994,0.0022821642138280505,0.5993238529523368,0.0676877525068337,0.003487064216876323,0.003954177210120809,Other_Faults,Other_Faults
0,8,0,1554,0.15989094115590813,0.48815808682102224,0.0024429988635076803,0.17608957902682495,0.14306701003872482,0.005556594603653427,0.02479478949035886,Dirtiness,Other_Faults
0,8,0,1907,0.13206181036579032,0.0031461192542080116,0.18646143137849358,0.5705733077958137,0.006051932630243978,0.006232703374234535,0.09547269520121612,Other_Faults,Other_Faults
0,8,0,1406,0.39992962712297625,0.004023513143203545,0.0081450823769541,0.490930864165463,0.08236127342568322,0.0007873015873015874,0.013822338178418289,Other_Faults,Other_Faults
0,8,0,1600,0.09015999295578703,0.01814383042972691,0.007559771149118301,0.8297947791160663,0.022791041897085768,0.001976798603499371,0.029573785848716522,Other_Faults,Other_Faults
0,8,0,1591,0.24951314482209172,0.10658137528786885,0.019842523776562378,0.21669206240303704,0.40433894068660947,0.0013686202213678994,0.0016633328024632376,Pastry,Other_Faults
0,8,0,1415,0.4078624275494313,0.01827436118251106,0.01606601618985624,0.45829163989488536,0.06994621182198664,0.002529259423067473,0.02703008393826201,Other_Faults,Other_Faults
0,8,0,1541,0.3559123241672599,0.0023818517142659016,0.060745994156602756,0.4766355125064495,0.08096700662712622,0.0007369047619047619,0.022620406066391388,Other_Faults,Other_Faults
0,8,0,1432,0.6343981227446499,0.004268137091666504,0.014496895343405642,0.3218487884396848,0.017553426054362806,0.00031578947368421053,0.007118840852546369,Bumps,Other_Faults
0,8,0,1392,0.10523495808799707,0.012048006496165279,0.13287595966296728,0.657741272171274,0.01078846093115784,0.03485654883175881,0.04645479381867935,Other_Faults,Other_Faults
0,8,0,1288,0.060470341218680744,0.004094043069423521,0.09406762732812078,0.7625095480747802,0.018206674767255102,0.001683401565754507,0.05896836397598489,Other_Faults,Other_Faults
0,8,0,1678,0.42167611040080544,0.008385024082496825,0.01063615436850731,0.36013331481170624,0.02681693388610207,0.0003916666666666667,0.17196079578371556,Bumps,Other_Faults
0,8,0,1399,0.12724353433926924,0.010862292605055762,0.3748481646292372,0.43127170372381873,0.028886374439848993,0.0024406982948311545,0.02444723196793932,Other_Faults,Other_Faults
0,8,0,1747,0.35467669798782037,0.011747675745606154,0.0021120861427201447,0.594071755261217,0.017950646592331206,0.012164969077727551,0.007276169192577861,Other_Faults,Other_Faults
0,8,0,1461,0.4509146426610903,0.008845084741938288,0.010097538621896057,0.38500602041567367,0.1093689162432717,0.01155661939323169,0.02421117792289819,Bumps,Other_Faults
0,8,0,1762,0.13358830942212935,0.07744679603902174,0.08619287122438092,0.4765861648653501,0.10201749631192768,0.006910595888534373,0.11725776624865665,Other_Faults,Other_Faults
0,8,0,1459,0.3269613489962109,0.015543438861657323,0.03246319470801693,0.500737225885126,0.09178741426908402,0.012692350620952506,0.019815026658952482,Other_Faults,Other_Faults
0,8,0,1635,0.4363476365765108,0.003884855722193183,0.01208119121422392,0.44139070842472483,0.09303108128873666,0.0004527777777777778,0.012811748995832994,Other_Faults,Other_Faults
0,8,0,1540,0.18505637361332603,0.0400844560305378,0.04706073198957945,0.6662608606158228,0.015661379821294393,0.019654696561023113,0.026221501368416146,Other_Faults,Other_Faults
0,8,0,1451,0.4686259056511587,0.01233966964116782,0.016656225953295915,0.37374025021159785,0.06374665153489564,0.0014194566927325546,0.06347184031515167,Bumps,Other_Faults
0,8,0,1928,0.18294046171874612,0.024820214944266634,0.06357045458933692,0.6191653239194504,0.06724884880637876,0.002605881485664094,0.039648814536157165,Other_Faults,Other_Faults
0,8,0,1692,0.053955131116624436,0.03643701333253425,0.035900277926091094,0.6602751817460537,0.12410948335855221,0.0003928571428571429,0.08893005537728729,Other_Faults,Other_Faults
0,8,0,1705,0.058521523132973784,0.016267842379946964,0.03117411621848257,0.8374436704651236,0.04536763200542647,0.0008055555555555555,0.010419660242491038,Other_Faults,Other_Faults
0,8,0,1720,0.11995574313940245,0.0019214497735853234,0.02991396871499046,0.8055819273241651,0.027203943900338003,0.002548397758645437,0.012874569388872792,Other_Faults,Other_Faults
0,8,0,1834,0.037564035568410974,0.009935645124184142,0.0500644090380633,0.8284565747452772,0.023419642838727505,0.040917179753286896,0.009642512932050136,Other_Faults,Other_Faults
0,8,0,1416,0.29016396843572906,0.010875895525258156,0.0038418060267905465,0.5671732539161451,0.07954040864099406,0.025295951090159596,0.023108716364923114,Other_Faults,Other_Faults
0,8,0,1820,0.12027958886875577,0.07263811977907422,0.0142233860045719,0.4115467139448011,0.3346801171290502,0.003642940191853235,0.04298913408189352,Other_Faults,Other_Faults
0,8,0,1768,0.08278437321055866,0.004120753592812417,0.017230656337326143,0.8721373947931035,0.0040812980251976085,0.0040055855255855255,0.015639938515416372,Other_Faults,Other_Faults
0,8,0,1654,0.19457676865696177,0.013748072942372978,0.043201904472116845,0.6219216864982349,0.05315937012730883,0.04762752671414872,0.025764670588855718,Other_Faults,Other_Faults
0,8,0,1792,0.44130217147076445,0.0024524922136686844,0.0023513749378603326,0.45423631262693664,0.08771642904753922,0.0015798746575062365,0.010361345045725176,Other_Faults,Other_Faults
0,8,0,1749,0.12759257324327064,0.010601223123281945,0.3613359591997337,0.4686663977938187,0.008870055342497796,0.002174346590979451,0.02075944470641805,Other_Faults,Other_Faults
0,8,0,1632,0.1824830223799766,0.03581364976987478,0.0008024844720496894,0.709171702791707,0.035458263132749954,0.02547351285364061,0.01079736460000163,Other_Faults,Other_Faults
0,8,0,1860,0.468029814222786,0.0019079178338001867,0.012150008610514731,0.4287191332354015,0.07437693081852147,0.00025396825396825396,0.014562227025007897,Bumps,Other_Faults
0,8,0,1335,0.1621134360908898,0.03035260376643939,0.013871967926232295,0.620289252572926,0.146509559885684,0.002185148185148185,0.02467803157268091,Other_Faults,Other_Faults
0,8,0,1546,0.39821976633328493,0.026683762575300644,0.02940976699645588,0.48375477400238004,0.0359209575728111,0.00895668704290928,0.01705428547685787,Other_Faults,Other_Faults
0,8,0,1626,0.6175342788789034,0.0013115550171250803,0.0003673992673992674,0.3219163614786526,0.04869610904617894,0.0018439255189255188,0.008330370792815268,Bumps,Other_Faults
0,8,0,1391,0.09569126422971679,0.010724982940997429,0.07548137638633061,0.746980187367123,0.006840639183027165,0.01567980883417147,0.04860174105863371,Other_Faults,Other_Faults
0,8,0,1853,0.21752873581179374,0.003898112693783783,0.007168496824342044,0.46389766712593,0.24414583153124395,0.03154205516705516,0.03181910084585147,Other_Faults,Other_Faults
0,8,0,1609,0.4137492986287627,0.010926890584127946,0.0016494488844488843,0.3337380080954568,0.2176749695059602,0.0013891941391941391,0.020872190162049907,Bumps,Other_Faults
0,8,0,1298,0.06215787570124876,0.012532766007916097,0.007934381347728737,0.6285660642514195,0.2810082282714371,0.0,0.007800684420249637,Other_Faults,Other_Faults
0,8,0,1870,0.1765503787654812,0.06312505876573665,0.016599213299724806,0.7083628815872623,0.02430622397912163,0.0018328834890599594,0.00922336011361392,Other_Faults,Other_Faults
0,8,0,1374,0.33167722359143736,0.015159790105075472,0.0028473343225974813,0.5315316604228716,0.0507800734621814,0.019066500534284214,0.048937417561552794,Other_Faults,Other_Faults
0,8,0,1393,0.16768195389239993,0.021960001831711932,0.03634780830106115,0.7110646474452408,0.012248356287443876,0.028459682943153482,0.02223754929898825,Other_Faults,Other_Faults
0,8,0,1661,0.7538437554252979,0.0012555555555555555,0.002125874356122034,0.22223752539029318,0.012661827179518545,0.00018181818181818183,0.007693643911395058,Bumps,Other_Faults
0,8,0,1292,0.04479809470725444,0.0110409488949353,0.011230195790665708,0.7317340077278227,0.18539733881624534,0.00015384615384615385,0.015645567909229906,Other_Faults,Other_Faults
0,8,0,1456,0.34345646630143123,0.008705918288797545,0.03199567540277931,0.5089368915908526,0.07268688943523269,0.008202169916949833,0.026015989063956482,Other_Faults,Other_Faults
0,8,0,1771,0.08744219057776678,0.0011181317190907983,0.041022587571689056,0.8294210651649097,0.00272110396764859,0.00750747159567324,0.030767449403221372,Other_Faults,Other_Faults
0,8,0,1886,0.22030263226874994,0.0050999985749830955,0.011156697739326628,0.43405163492824805,0.17971377263298233,0.13028433713689128,0.019390926718819423,Other_Faults,Other_Faults
0,8,0,1742,0.11054807456759665,0.0032891009057249465,0.03456261818527262,0.8057691258908188,0.015162156335386243,0.004813673474862733,0.02585525064033746,Other_Faults,Other_Faults
0,8,0,1787,0.11073300509971992,0.006882075801934465,0.025783361382317377,0.8165408912967769,0.02300664052603344,0.00206373894137052,0.014990286951847055,Other_Faults,Other_Faults
0,8,0,853,0.04090730558194164,0.7412792086830233,0.013743280693073394,0.10277744846112884,0.06663365414892515,0.0026846239640020766,0.0319744784679059,Dirtiness,Dirtiness
0,8,0,842,0.027403048962489823,0.8313544267633313,0.0027756849497999046,0.06041604111319241,0.06180274977478874,0.00011764705882352942,0.01613040137757428,Dirtiness,Dirtiness
0,8,0,865,0.35564056039924746,0.13964357869236638,0.007819283347384893,0.4009927024839226,0.054653979847614775,0.015398408043604091,0.02585148718586042,Other_Faults,Dirtiness
0,8,0,822,0.11467720596507329,0.4870735412189711,0.01464928016251209,0.20789549841907834,0.09684596276536515,0.008267735534159682,0.07059077593484074,Dirtiness,Dirtiness
0,8,0,841,0.03139456080985037,0.8229637543794246,0.002884069637008121,0.0636499778268579,0.06452898644275376,0.00011764705882352942,0.01446100384528201,Dirtiness,Dirtiness
0,8,0,820,0.12452747117831924,0.552063148951052,0.007663229076602342,0.17554351719526995,0.09777776263542513,0.005235921811821361,0.03718894915151004,Dirtiness,Dirtiness
0,8,0,505,0.0,0.0,0.9911643692564746,0.008835630743525481,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,508,0.0008888888888888888,0.0,0.9880181224054642,0.009979496642155188,0.0,0.0,0.0011134920634920636,K_Scratch,K_Scratch
0,8,0,585,0.048012745132557405,0.002647220230749642,0.7878037502940819,0.1273522457539331,0.005176765612555086,0.002364063714063714,0.026643209262059035,K_Scratch,K_Scratch
0,8,0,566,0.0009047619047619046,0.0,0.9912832667332667,0.0066483349983349985,0.0007636363636363637,0.0,0.0004,K_Scratch,K_Scratch
0,8,0,571,0.09459400656994639,0.006686442033236353,0.3805136397709276,0.4074443256784502,0.011885757876653694,0.009807469818087666,0.0890683582526984,Other_Faults,K_Scratch
0,8,0,503,0.0006,0.0,0.9966528138528139,0.0013987012987012987,0.0,0.0,0.0013484848484848484,K_Scratch,K_Scratch
0,8,0,488,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,385,0.26279071360554584,0.003745585231761703,0.29292543038484736,0.3534243694533037,0.07870708682131149,0.0007630451390042181,0.007643769364226357,Other_Faults,K_Scratch
0,8,0,426,0.0,0.0,0.9959307359307359,0.0037359307359307358,0.0003333333333333333,0.0,0.0,K_Scratch,K_Scratch
0,8,0,356,0.03550822577996827,0.002273286858069467,0.3851362218339388,0.5464313146792434,0.011194904936899149,0.013979576182779839,0.005476469729101309,Other_Faults,K_Scratch
0,8,0,581,0.0,0.0,0.9917304143225194,0.008269585677480415,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,551,0.03875638398484004,0.00270142210730446,0.7683387407115851,0.15657430804245592,0.01568789160316957,0.0002857142857142857,0.01765553926493083,K_Scratch,K_Scratch
0,8,0,724,0.008768090547796429,0.0009261471861471861,0.8998969214554512,0.050971062412533,0.011865309984133512,0.0004444444444444444,0.027128023969494548,K_Scratch,K_Scratch
0,8,0,598,0.0,0.0,0.9986645781119465,0.001335421888053467,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,624,0.0,0.0,0.9980247752247752,0.0019752247752247752,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,439,0.0001,0.0,0.9997999999999999,0.0001,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,660,0.0,0.0,0.9997129186602871,0.00028708133971291867,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,453,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,708,0.0,0.0,0.9900386477868892,0.009739129990888681,0.0,0.0,0.0002222222222222222,K_Scratch,K_Scratch
0,8,0,459,0.0,0.0,0.9997777777777779,0.0002222222222222222,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,682,0.0002,0.0,0.9871928210678212,0.012607178932178933,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,623,0.0,0.0,0.9997777777777779,0.0002222222222222222,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,637,0.0,0.0,0.9968129551820728,0.0031870448179271713,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,413,0.00028708133971291867,0.0,0.9917756170729856,0.007937301587301588,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,693,0.0,0.0,0.9631610741941236,0.03683892580587624,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,395,0.015463324766572178,0.0,0.9153292722596497,0.05257112202084269,0.0009191919191919192,0.0,0.015717089033743355,K_Scratch,K_Scratch
0,8,0,729,0.05796548233243834,0.0014702380952380952,0.6815883122267319,0.22935329841212154,0.02019954267438787,0.0004444444444444444,0.008978681814638201,K_Scratch,K_Scratch
0,8,0,580,0.0,0.0,0.9987399749373432,0.0012600250626566413,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,586,0.0,0.0,0.9976224898474476,0.0020917958668383117,0.0,0.0,0.0002857142857142857,K_Scratch,K_Scratch
0,8,0,621,0.021466078995935632,0.0,0.09356976428688095,0.10258686037284499,0.003984778184778185,0.7710253432174238,0.007367174942136578,Stains,K_Scratch
0,8,0,632,0.06946074187019238,0.006408070274425774,0.6752298922962436,0.17025321424192694,0.010982560742030387,0.005705303030303031,0.06196021754487769,K_Scratch,K_Scratch
0,8,0,430,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,631,0.0020798319327731095,0.0002857142857142857,0.9840878840114136,0.008963066345419287,0.0010136363636363637,0.0,0.0035698670610435318,K_Scratch,K_Scratch
0,8,0,685,0.0,0.0,0.9937008871847108,0.006299112815289285,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,381,0.01511001670915993,0.0008349567099567099,0.8859181478579519,0.08794404591341386,0.004795095956998636,0.005049252004034613,0.0003484848484848485,K_Scratch,K_Scratch
0,8,0,362,0.08219556788744675,0.013630886631729832,0.35231986773213037,0.4280771706860448,0.10172278223241624,0.003929392331095118,0.01812433249913664,Other_Faults,K_Scratch
0,8,0,633,0.0,0.0,0.9992756892230577,0.0007243107769423558,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,526,0.0020657900269664977,0.0,0.9629472863458163,0.03274399433428777,0.0005,0.0,0.0017429292929292933,K_Scratch,K_Scratch
0,8,0,669,0.0,0.0,0.9973848804789981,0.002615119521001874,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,19,0.08101794337089889,0.037390576723421644,0.012355433161061776,0.4521892862809601,0.39617095094152166,0.0005309803921568627,0.020344829129979206,Other_Faults,Pastry
0,8,0,118,0.15906665803703657,0.042275236671864745,0.0056754905184155414,0.44927926819731934,0.336884468041057,0.0011746031746031743,0.005644275359704086,Other_Faults,Pastry
0,8,0,96,0.13981395657406032,0.03490834890049251,0.007069249514339027,0.47780930460730064,0.31891028361206497,0.0012240162426526674,0.020264840549090102,Other_Faults,Pastry
0,8,0,30,0.17310308111802983,0.18167349686698278,0.010852558905450949,0.29276057814626527,0.3349066711092448,0.0006419926822403602,0.006061621171786739,Pastry,Pastry
0,8,0,105,0.2522728929038836,0.004585073512658652,0.04058665731689826,0.5379320514037808,0.14637622409408726,0.003201804861804862,0.015045295906886963,Other_Faults,Pastry
0,8,0,134,0.2692494025934879,0.038609541947465194,0.0010792857142857143,0.31404209861032323,0.33947448562044946,0.0005262032085561496,0.03701898230543275,Pastry,Pastry
0,8,0,37,0.09265327462987163,0.05482942133087343,0.029639601044747756,0.5656674615794581,0.1905621736295218,0.005258067156964721,0.061390000628562334,Other_Faults,Pastry
0,8,0,31,0.09226915516108984,0.02859725595184913,0.026616480401121127,0.2235102525100193,0.6194334736047863,0.0,0.009573382371134982,Pastry,Pastry
0,8,0,10,0.092827494387771,0.013407394917018683,0.009846339730674093,0.2547042195028231,0.6169558196671924,0.0,0.012258731794521267,Pastry,Pastry
0,8,0,14,0.09565947976475225,0.024842165885522197,0.02780572028005395,0.4998139032314565,0.33480091358447417,0.0008074952422778511,0.016270322011463178,Other_Faults,Pastry
0,8,0,78,0.07548612494909505,0.07691324782664133,0.10117274929591735,0.3074263017508634,0.3919635958872574,0.0,0.04703798029022621,Pastry,Pastry
0,8,0,62,0.4762475282751225,0.011489945623588706,0.000472473604826546,0.4328288402869949,0.0629517121286513,0.0017538524341155922,0.014255647646700275,Bumps,Pastry
0,8,0,121,0.06160300658852019,0.020852420651543864,0.006795102784848564,0.3097977369813834,0.5810893161272058,0.0004861111111111111,0.019376305755386382,Pastry,Pastry
0,8,0,5,0.1102494851191405,0.05071251357296464,0.030752727319195195,0.31079831331001934,0.48556700228247734,0.0,0.011919958396203587,Pastry,Pastry
0,8,0,57,0.25773889796646043,0.012307410255524584,0.003168256332590698,0.484833323633117,0.20977392232925626,0.001734600748408798,0.030443588734642705,Other_Faults,Pastry
0,8,0,12,0.09324674892123302,0.03174863130647486,0.02820538162309006,0.33711921164133735,0.4954415264212068,0.0,0.014238500086657979,Pastry,Pastry
0,8,0,219,0.06434413166225984,0.01945531531547079,0.007685028011204482,0.11792287787682491,0.09904540848031049,0.001535294117647059,0.6900119445362826,Z_Scratch,Z_Scratch
0,8,0,232,0.07160097458061283,0.0017797402228348523,0.000799396681749623,0.1830338013639496,0.011144897026990362,0.0055657668832922525,0.726075423240571,Z_Scratch,Z_Scratch
0,8,0,167,0.015120470359620986,0.008745495087588907,0.0024439194096610977,0.0841874806796597,0.016521396248168358,0.0006592071611253197,0.8723220310541759,Z_Scratch,Z_Scratch
0,8,0,166,0.06324245193672996,0.0032377967002411743,0.01734174538739554,0.11447627851745228,0.03911175385126143,0.00017391304347826085,0.7624160605634419,Z_Scratch,Z_Scratch
0,8,0,172,0.08160174707608889,0.000722473604826546,0.0013791834756231038,0.09531645654870016,0.05354620812314905,0.0006024844720496894,0.7668314466995623,Z_Scratch,Z_Scratch
0,8,0,283,0.02126884100666237,0.0,0.00025396825396825396,0.08424729422467274,0.0028649754263026573,0.0002,0.8911649210883942,Z_Scratch,Z_Scratch
0,8,0,347,0.158938939258051,0.11379588685538553,0.007446281604109037,0.34791227028340604,0.2318721647797252,0.0027776610644257697,0.13725679615489808,Other_Faults,Z_Scratch
0,8,0,229,0.01152712991291071,0.0,0.0,0.02379375418123702,0.009251594098010357,0.0,0.9554275218078419,Z_Scratch,Z_Scratch
0,8,0,247,0.06018119755157057,0.0016479797979797978,0.0012222943722943725,0.11850433010120659,0.15933565366798355,0.00034055727554179566,0.6587679872334232,Z_Scratch,Z_Scratch
0,8,0,163,0.04558797248575066,0.001666895179572525,0.003977152728592357,0.19719362654053504,0.041695738509683423,0.0019114421810073985,0.7079671723748592,Z_Scratch,Z_Scratch
0,8,0,158,0.28043882224024297,0.01031359380144228,0.0031965603253528946,0.6879923019819801,0.006937510209965893,0.0026615577810479895,0.008459653659968305,Other_Faults,Z_Scratch
0,8,0,178,0.04431154639544049,0.00107634806078742,0.010129774336057147,0.10910203978001518,0.01650931903431728,0.0004377926421404682,0.8184331797512426,Z_Scratch,Z_Scratch
0,8,0,181,0.08446785949172946,0.0010136274509803922,0.00242480828559574,0.1350687479551056,0.0729626156477893,0.0007818181818181817,0.7032805229869813,Z_Scratch,Z_Scratch
0,8,0,205,0.06056088833468193,0.00380011384533864,0.017216572480778965,0.12312370537408436,0.014215158965810463,0.0014530443756449948,0.7796305166236615,Z_Scratch,Z_Scratch
0,8,0,237,0.042061983818102895,0.003755154032289582,0.0006,0.11187453103183097,0.04301379550488876,0.00022792022792022794,0.7984666153849677,Z_Scratch,Z_Scratch
0,8,0,253,0.3148009853420524,0.004525859225950759,0.005625363198892611,0.528759004843225,0.006501102626530562,0.005775032789707713,0.134012651973641,Other_Faults,Z_Scratch
0,8,0,246,0.18874764346927886,0.0009105263157894736,0.00432907039304603,0.32382594641028006,0.0030194877302294177,0.0031992599144921125,0.4759680657668842,Z_Scratch,Z_Scratch
0,8,0,269,0.17173589101613498,0.003210736485736485,0.038912014771596136,0.38705958020807635,0.006458238749855944,0.00365545869335343,0.3889680800752465,Z_Scratch,Z_Scratch
0,8,0,312,0.1310492019425062,0.004088517298373941,0.008820045466715273,0.20759890467809192,0.17709729040700667,0.001367724867724868,0.4699783153395813,Z_Scratch,Z_Scratch
0,8,0,795,0.046769777126350005,0.0054203392903392905,0.010726036425823444,0.10281148284499196,0.008370364465131596,0.8229022113025748,0.0029997885447885448,Stains,Stains
0,8,0,788,0.02038599081778513,0.0010769230769230769,0.047092650904557956,0.08024062823784506,0.0021371295371295377,0.844056176815258,0.00501050061050061,Stains,Stains
0,8,0,746,0.014406776328246915,0.0018769230769230768,0.015558210820629416,0.04069094511066433,0.0016159376571141277,0.9235029717123044,0.0023482352941176475,Stains,Stains
0,8,0,754,0.5968476247225418,0.02890277846845924,0.01177598504900177,0.28557854934462795,0.03185573635212503,0.028900112860688207,0.01613921320255551,Bumps,Stains
0,8,0,772,0.2611601451465591,0.01998601830540348,0.031672335662112736,0.6055596112086713,0.025523540687924885,0.024046970026844937,0.03205137896248413,Other_Faults,Stains
0,8,0,810,0.002803565323565324,0.002881904761904762,0.010430070649253954,0.018180337362719123,0.0009371428571428571,0.964606979045414,0.00016,Stains,Stains
0,8,0,797,0.014216753918214755,0.0011111111111111111,0.009498983821950089,0.034217361441078,0.002912484737484738,0.9380433049701611,0.0,Stains,Stains
0,9,0,1106,0.12543686714661756,0.18236503631732423,0.009567122293460477,0.4841071844005052,0.1255705192582731,0.006557656456031068,0.06639561412778872,Other_Faults,Bumps
0,9,0,1070,0.4980670260077441,0.005202110301792814,0.0004972084367245658,0.32378934846519486,0.051052262606420165,0.0044202932396868325,0.11697175094243663,Bumps,Bumps
0,9,0,1132,0.48739581976769036,0.0023199603773133184,0.05769900034219211,0.36179144197707763,0.05303444369885393,0.023221941683601213,0.014537392153271812,Bumps,Bumps
0,9,0,979,0.5521101586704481,0.020931482170033787,0.025691778586366718,0.30193051581289004,0.06798461338064342,0.027128113847584838,0.004223337532033185,Bumps,Bumps
0,9,0,1179,0.7839609672889687,0.0014292591309619173,0.006085366118304603,0.1815503228831712,0.02455475534610815,0.00016666666666666666,0.0022526625658184415,Bumps,Bumps
0,9,0,1198,0.7178350241819053,0.001596104391413316,0.011681788982968512,0.24142569059560515,0.011124762306301205,0.00016931216931216931,0.016167317372494036,Bumps,Bumps
0,9,0,1131,0.550251658712421,0.005296206224888417,0.026027204299251764,0.31727174403010333,0.06370099318618933,0.020571025453112665,0.01688116809403359,Bumps,Bumps
0,9,0,1033,0.5614926257288012,0.014769796218573312,0.0021935897435897437,0.37220628337971884,0.04007577016981512,0.0018810816634346043,0.007380853096067124,Bumps,Bumps
0,9,0,1257,0.2475863424711803,0.012727130746043116,0.004119038765261002,0.30311331346481135,0.39038214750857214,0.0013869592395908186,0.04068506780454202,Pastry,Bumps
0,9,0,1093,0.44912587487892114,0.021032097426113623,0.021529144917440766,0.42871675260536823,0.05495287427625495,0.007856156906389106,0.016787098989512497,Bumps,Bumps
0,9,0,1051,0.5878580861526982,0.001592359102885419,0.009124543264077516,0.3538835988500265,0.02933567496736024,0.0011135392385392385,0.017092198424413462,Bumps,Bumps
0,9,0,1050,0.49408312319111797,0.0049688818345770824,0.000625,0.4406466542965404,0.04115514215530648,0.0024301835273803233,0.0160910149950783,Bumps,Bumps
0,9,0,925,0.7138319966959035,0.0034990312945555914,0.0015975810019288276,0.1939376767234837,0.04044864750147512,0.0017396313496158698,0.044945435433037084,Bumps,Bumps
0,9,0,874,0.23027464865534628,0.032100618141142484,0.02358980581114301,0.45489412393884554,0.2327056854924345,0.006091078706868182,0.020344039254220295,Other_Faults,Bumps
0,9,0,894,0.6309530364289921,0.006814723142354723,0.003742961419723039,0.2860871889621513,0.05257049113460481,0.007198064857847467,0.012633534054326406,Bumps,Bumps
0,9,0,1122,0.08951334726368221,0.11106024276479319,0.008080667122894207,0.17508963337965686,0.5961447290792476,0.00017391304347826085,0.01993746734624798,Pastry,Bumps
0,9,0,916,0.6287359899380217,0.011826766564873982,0.014526620139931175,0.2796925495714491,0.05155527282661523,0.000125,0.01353780095910874,Bumps,Bumps
0,9,0,1137,0.3226538909394161,0.008644184491978608,0.03565626339415409,0.42705557890678725,0.11813915523141952,0.012397623738690628,0.07545330329755369,Other_Faults,Bumps
0,9,0,917,0.5853607914219054,0.006647310398654455,0.0016454664556751846,0.296079365453132,0.07644564322375402,0.0005284974987062274,0.033292925548172786,Bumps,Bumps
0,9,0,1032,0.6220234086871134,0.021900056022833164,0.005036293227469698,0.2670656721545404,0.05100619235573175,0.0004957264957264957,0.03247265105658562,Bumps,Bumps
0,9,0,1035,0.06879708579953123,0.025284855025725327,0.0019750688025641262,0.8470951172982848,0.02817719048156231,0.014197073105395646,0.014473609486936982,Other_Faults,Bumps
0,9,0,962,0.6559850793229693,0.009511107098581861,0.0004523809523809523,0.2991585272502581,0.02517108746622476,0.0010990299466615255,0.008622787962923244,Bumps,Bumps
0,9,0,968,0.19600119916025435,0.24222245375955936,0.06401452018529823,0.3046818069228491,0.16002203200040768,0.008552939596560541,0.024505048375071448,Other_Faults,Bumps
0,9,0,954,0.5037999654463856,0.009172060495478857,0.0010047442323758114,0.3891325388122886,0.0745305331924755,0.000585582895365504,0.021774574925630244,Bumps,Bumps
0,9,0,1214,0.8189246513966707,0.009377127470625923,0.0016332944832944834,0.14180598758192423,0.009632702718428926,0.000979032258064516,0.01764720409099172,Bumps,Bumps
0,9,0,999,0.29994209931937116,0.021823928506121935,0.005370807149839408,0.5876744777930438,0.03634522365643997,0.005453490422620857,0.043389973152562676,Other_Faults,Bumps
0,9,0,946,0.7183235634905951,0.007273242770301593,0.0,0.22335165410468533,0.04610891433701032,0.001313727938727939,0.0036288973586799675,Bumps,Bumps
0,9,0,1117,0.20345949599851007,0.007999700838539176,0.017823510433121414,0.7065219997819236,0.007472288068865669,0.0214540995994935,0.03526890527954669,Other_Faults,Bumps
0,9,0,998,0.5086055892321686,0.0070573908197971175,0.0050532190032190035,0.3937222461081931,0.07044841542866112,0.0013714819920062889,0.01374165741595469,Bumps,Bumps
0,9,0,1108,0.23956729896625567,0.02482166327013991,0.0213236794656342,0.564806530692065,0.10351443823234611,0.02862588623978955,0.017340503133770325,Other_Faults,Bumps
0,9,0,1157,0.6041314034838885,0.010449576843732222,0.022497977802248895,0.28765742953292733,0.017137665897777467,0.0002962962962962963,0.05782965014312988,Bumps,Bumps
0,9,0,995,0.3066800412961142,0.15222730644506946,0.004732727272727273,0.437076417130967,0.07257311968369448,0.0143436575615348,0.012366730609893403,Other_Faults,Bumps
0,9,0,1177,0.886577877716011,0.0008408442604094778,0.0015314255189255188,0.10382994348436546,0.0035295522995522992,0.00028273809523809523,0.003407618625497882,Bumps,Bumps
0,9,0,1182,0.7864357175099053,0.003576526704327216,0.0022587581699346406,0.18576811910508817,0.0067042540139598955,0.0013914455110107284,0.013865178985773947,Bumps,Bumps
0,9,0,1020,0.6963240730472049,0.00293314049784638,0.0038449398131942883,0.25904846005305815,0.018049031735208457,0.00047637292464878676,0.01932398192883923,Bumps,Bumps
0,9,0,1128,0.5207990918675955,0.0032946815229419053,0.08443389745470466,0.33394607659026654,0.030814016782937576,0.0191792600316615,0.0075329757498924475,Bumps,Bumps
0,9,0,1042,0.5584678033224344,0.0024132038953852118,0.00018181818181818183,0.3121666849463315,0.1181201784257964,0.0015177351303667093,0.007132576097867524,Bumps,Bumps
0,9,0,1121,0.1068088393562216,0.02646299993834999,0.00906019514466479,0.26220485236661223,0.5772168634559679,0.0005779310344827586,0.017668318703700985,Pastry,Bumps
0,9,0,1094,0.38149668859972763,0.031375594972946556,0.016197117878807572,0.4675007204112108,0.05932938744893633,0.010688295725453666,0.03341219496291711,Other_Faults,Bumps
0,9,0,1004,0.33380308489674365,0.051145910014515475,0.006159473304473305,0.5382772902458492,0.031126488227629093,0.01672311760478942,0.022764635705999643,Other_Faults,Bumps
0,9,0,1484,0.04780958669952782,0.00422585872421651,0.008680470756541745,0.8709497107828681,0.05280474425033731,0.0006446488294314381,0.01488497995707733,Other_Faults,Other_Faults
0,9,0,1400,0.19793897973905555,0.00208005883005883,0.028825010107898116,0.7091127923863167,0.013913444804295712,0.014669740067577002,0.03345997406479812,Other_Faults,Other_Faults
0,9,0,1752,0.05514478892020959,0.0007857142857142857,0.00048786748167553123,0.24123199472551163,0.009015542278906212,0.0007272727272727273,0.6926068195807101,Z_Scratch,Other_Faults
0,9,0,1668,0.08408575173912594,0.0009055555555555555,0.37443785667446894,0.4374528794640934,0.03236017491044075,0.0,0.07075778165631585,Other_Faults,Other_Faults
0,9,0,1326,0.06502302885428135,0.00046050420168067225,0.02698199730144356,0.8762846391978645,0.001608271991166728,0.006901200859810058,0.022740357593753074,Other_Faults,Other_Faults
0,9,0,1767,0.12113111969855686,0.0033977739143643032,0.01743916693610027,0.8220740763401038,0.00567069141130926,0.010668109922488034,0.019619061777077652,Other_Faults,Other_Faults
0,9,0,1339,0.08285839820019486,0.018416489068385083,0.026269763966933347,0.7710937728239258,0.06709637391971139,0.0005320202020202019,0.033733181818829276,Other_Faults,Other_Faults
0,9,0,1439,0.3530112122369531,0.006727393853211595,0.00016666666666666666,0.44034747377581857,0.19212535301740194,0.0012913675213675213,0.006330532928581117,Other_Faults,Other_Faults
0,9,0,1660,0.42451262608412005,0.07362282739631408,0.023885892071091284,0.3520791778530281,0.0912133312042881,0.0149327014415068,0.019753443949651943,Bumps,Other_Faults
0,9,0,1342,0.36557338493305286,0.008147364735543007,0.020843065771473986,0.4971729439051251,0.0765691055544144,0.012099992881701386,0.019594142218689263,Other_Faults,Other_Faults
0,9,0,1420,0.4329504729323732,0.0077765391244163625,0.041308015159179555,0.42185863587289035,0.036184405089459734,0.024870915794356154,0.03505101602732456,Bumps,Other_Faults
0,9,0,1893,0.23360463184966457,0.028522905645702097,0.004136177487107324,0.6763554299171285,0.019942208989915267,0.011024577637663605,0.0264140684728193,Other_Faults,Other_Faults
0,9,0,1574,0.09053823350974112,0.019474426176194607,0.01002991262570008,0.7044133032194188,0.07886839653084603,0.0002857142857142857,0.09639001365238609,Other_Faults,Other_Faults
0,9,0,1575,0.04446658162854694,0.015484174776308854,0.00410801594644512,0.7700433272669686,0.10610592820938483,0.0002857142857142857,0.059506257886632094,Other_Faults,Other_Faults
0,9,0,1736,0.1603422913739143,0.004867965644755926,0.0752782211741635,0.6511246086135916,0.07246233539617487,0.0082157704255159,0.027708807371884185,Other_Faults,Other_Faults
0,9,0,1667,0.5252166549479582,0.009095279754001052,0.0011441843180973617,0.3547811729078758,0.040649075429446575,0.0023359248133847676,0.06677770782923667,Bumps,Other_Faults
0,9,0,1776,0.1675208931952545,0.005558284493284494,0.030210324578877547,0.7532283785982642,0.010474537952300873,0.013237673842098665,0.019769907339920522,Other_Faults,Other_Faults
0,9,0,1939,0.11060562569405903,0.0007212834224598931,0.276965248697293,0.47762024373065504,0.007274445045524143,0.0017036447325493977,0.12510950867746,Other_Faults,Other_Faults
0,9,0,1464,0.7898160469164515,0.0019291208791208788,0.011085708038180818,0.1840527481152712,0.007632901435598671,0.0010095238095238095,0.004473950805853485,Bumps,Other_Faults
0,9,0,1495,0.030878721781082377,0.009246878259862508,0.004793396820472842,0.8141670510241154,0.12593435574982803,0.0003381598793363499,0.014641436485302575,Other_Faults,Other_Faults
0,9,0,1679,0.10243907423808156,0.0011488740160095659,0.027552195995127742,0.8424165694530416,0.011029802023903516,0.003656588873877203,0.011756895399959067,Other_Faults,Other_Faults
0,9,0,1837,0.05310361432658576,0.008451006765138635,0.045422059189438535,0.8299527422041189,0.041769194727043414,0.002444399539752212,0.01885698324792354,Other_Faults,Other_Faults
0,9,0,1398,0.05974910462350899,0.006059016414554171,0.07351576722619796,0.8197474951642091,0.024999982116540864,0.0022217379539192705,0.013706896501070013,Other_Faults,Other_Faults
0,9,0,1596,0.10576829768889648,0.11698249346856031,0.006284885955718388,0.5254485690700371,0.1802346938061387,0.004742757376011886,0.06053830263463709,Other_Faults,Other_Faults
0,9,0,1810,0.09687228088438045,0.020422281030235166,0.05019407931225133,0.6825848279858182,0.026743737207323235,0.10634291212327371,0.016839881456718303,Other_Faults,Other_Faults
0,9,0,1348,0.09459465819853524,0.012548593823688135,0.010764394245707624,0.3695324960754006,0.49884675146065593,0.0009624736048265461,0.012750632591186502,Pastry,Other_Faults
0,9,0,1868,0.1149122244115265,0.03467920811765443,0.02684901180081428,0.7695912283035257,0.023875046561626364,0.0029804329497316877,0.0271128478551207,Other_Faults,Other_Faults
0,9,0,1804,0.3558820587292974,0.0015404202205117538,0.0004393939393939394,0.5244888040521997,0.10328207213474942,0.003402353202353203,0.01096489772149521,Other_Faults,Other_Faults
0,9,0,1724,0.11418461715368329,0.004101079318521774,0.06506646005780477,0.7169578389883827,0.07795186856028524,0.0019666179709523363,0.019771517950369806,Other_Faults,Other_Faults
0,9,0,1614,0.3831689288908422,0.009677306422134125,0.009883735039840255,0.4673489311807569,0.006771662437436431,0.003510457516339869,0.11963897851265073,Other_Faults,Other_Faults
0,9,0,1437,0.27584244085995396,0.010378216504110298,0.004057575757575756,0.6548383657214243,0.0128028144806566,0.004738872938655546,0.03734171373762339,Other_Faults,Other_Faults
0,9,0,1625,0.5198313453222417,0.004343519315388385,0.0015465436524260052,0.3115932503516378,0.01746875519150387,7.407407407407407e-05,0.14514251209272788,Bumps,Other_Faults
0,9,0,1910,0.07849132534837279,0.007767399061207111,0.03330612800138643,0.8056479108889595,0.006690918146181305,0.04934461866551109,0.018751699888381802,Other_Faults,Other_Faults
0,9,0,1384,0.1042475111527239,0.005129030910609857,0.046915869611021094,0.8135367590775802,0.009966196964828223,0.006911473525859802,0.013293158757377252,Other_Faults,Other_Faults
0,9,0,1865,0.08959033906633823,0.01179828375748589,0.00540960173813115,0.8402389555513349,0.0227196027406639,0.0018008658008658008,0.028442351345180236,Other_Faults,Other_Faults
0,9,0,1453,0.39903860278953845,0.008399091739612,0.021553562224732144,0.4281005925250975,0.13365516977053798,0.002013953530130001,0.007239027420352134,Other_Faults,Other_Faults
0,9,0,1602,0.10238010881814938,0.0017995169082125604,0.06846017165798704,0.7848699904201779,0.028176699670212437,0.0020998471411219624,0.012213665384139087,Other_Faults,Other_Faults
0,9,0,1462,0.5182702883737444,0.005799730993569332,0.05232949647700309,0.3464642206871663,0.05420823786748221,0.00864518621365916,0.014282839387375922,Bumps,Other_Faults
0,9,0,1734,0.07948676581440862,0.005523076222189874,0.048211542392927534,0.7706728363328835,0.05845989346893097,0.006263801562849887,0.031382084205809645,Other_Faults,Other_Faults
0,9,0,1336,0.11625739098647891,0.052907428742336775,0.009023397732373368,0.41430912613285603,0.372592400957454,0.0002,0.03471025544850121,Other_Faults,Other_Faults
0,9,0,1806,0.22373991486410133,0.003055055379403205,0.0019980676328502415,0.6631384484024861,0.01077166241539146,0.005398034334045996,0.09189881697172153,Other_Faults,Other_Faults
0,9,0,1906,0.10779189734969956,0.008896598017932604,0.13053636285481712,0.6217301330146939,0.016692651997463403,0.04505278402659544,0.0692995727387981,Other_Faults,Other_Faults
0,9,0,1584,0.3269349915839933,0.013507770689872587,0.0020227467218771563,0.5765450326198057,0.042469385256637224,0.00794524402576168,0.03057482910205198,Other_Faults,Other_Faults
0,9,0,1413,0.3399146105677142,0.0034231624151263404,0.00037192982456140343,0.5617835466856437,0.084219613217299,0.0017908178053830225,0.008496319484272773,Other_Faults,Other_Faults
0,9,0,1708,0.04577539398086642,0.006171136173767752,0.1242226386310606,0.6842755263077893,0.07494767725570696,9.090909090909092e-05,0.06451671855990014,Other_Faults,Other_Faults
0,9,0,1381,0.14653409177655086,0.014687312525820397,0.016227003507355203,0.7750779584021754,0.006639528299880974,0.0033575999383873923,0.0374765055498301,Other_Faults,Other_Faults
0,9,0,1296,0.14413780711469623,0.002417982355487287,0.060940070690764625,0.6390617574168492,0.13693675254754623,0.0010120366987374661,0.015493593175918894,Other_Faults,Other_Faults
0,9,0,1570,0.5389462422498127,0.003127347657976461,0.011338432960016954,0.39929346193990567,0.03530330087206726,0.001021501976284585,0.010969712343937002,Bumps,Other_Faults
0,9,0,1887,0.13246503663387227,0.010556740426208055,0.004025886638343272,0.508386829878636,0.3189720693215945,0.0002,0.025393437101346006,Other_Faults,Other_Faults
0,9,0,1722,0.043961001277157935,0.0004837662337662338,0.057515164074955355,0.8517394143192687,0.01450880789957445,0.0012442704354469062,0.03054757575983029,Other_Faults,Other_Faults
0,9,0,1299,0.06061600612962146,0.008146435724163634,0.025766008544887604,0.7797695692120133,0.11315216762571718,0.0015585561497326204,0.010991256613864022,Other_Faults,Other_Faults
0,9,0,1735,0.11948967990226744,0.007761760535961683,0.05743869505431629,0.7349525549815761,0.040360911594869604,0.01076869177317409,0.029227706157834717,Other_Faults,Other_Faults
0,9,0,1452,0.516241040530566,0.003674680874680875,0.03303287171736078,0.3912128781786588,0.047739028350814464,0.005152421348860977,0.002947078999058404,Bumps,Other_Faults
0,9,0,1798,0.18690342631024404,0.0047998017631750295,0.001395798319327731,0.6554604422973442,0.03257508546517422,0.012357887575586791,0.10650755826914825,Other_Faults,Other_Faults
0,9,0,1457,0.5995651183810916,0.027510633297394612,0.007904825357435585,0.26840874217375543,0.03431667787943315,0.054674303573095606,0.007619699337793967,Bumps,Other_Faults
0,9,0,1274,0.13942714704813086,0.022359616771403183,0.015159343212761571,0.29662975142337417,0.4987146480082972,0.0018660707655076185,0.025843422770526002,Pastry,Other_Faults
0,9,0,1629,0.2548442409761449,0.0170729573110442,0.0032759455981269145,0.4079060501735878,0.2944893208994635,0.0022390250329380767,0.02017246000869504,Other_Faults,Other_Faults
0,9,0,1819,0.29332466155780434,0.05120652902558524,0.005920599275839063,0.43297452416214666,0.1818413087677897,0.009380084263487815,0.025352292947346665,Other_Faults,Other_Faults
0,9,0,1730,0.10549478257754719,0.0010825757575757575,0.08348317747596924,0.727028565423476,0.057898985636888146,0.002637981923551987,0.0223739312049916,Other_Faults,Other_Faults
0,9,0,1471,0.3524271031372709,0.013577182458961294,0.026215865807009523,0.494154414004514,0.08398905273731325,0.025546460572380005,0.004089921282551015,Other_Faults,Other_Faults
0,9,0,1779,0.12608421290388208,0.005203251552941954,0.05408184723571421,0.7837415147417147,0.008661178063708787,0.0038953310329908797,0.01833266446904796,Other_Faults,Other_Faults
0,9,0,1717,0.09421289046083657,0.001104241750681379,0.17831665223018514,0.5938598510591223,0.00941358631678054,0.003639792205720325,0.11945298597667396,Other_Faults,Other_Faults
0,9,0,1445,0.49974077646370274,0.002447286308462779,0.001416086691086691,0.45398452183182403,0.028877475527294447,0.002846772095955398,0.010687081081673893,Bumps,Other_Faults
0,9,0,1440,0.5080444707674925,0.0012448488789793138,0.01632699560222682,0.42305148842407836,0.028033624464534463,0.0011691017316017315,0.02212947013108666,Bumps,Other_Faults
0,9,0,1842,0.03317472932359846,0.010650246152644859,0.022999495578390657,0.8667839341971507,0.03967465563175712,0.0007147852147852147,0.026002153901673913,Other_Faults,Other_Faults
0,9,0,1703,0.03550517473146868,0.010137156780342943,0.02670090623375403,0.8060470073692989,0.10243139963775781,0.00023529411764705883,0.018943061129730574,Other_Faults,Other_Faults
0,9,0,1634,0.6027900858799545,0.004673042745456932,0.0009752747252747253,0.3198715706967994,0.06002413009832755,0.002427380952380952,0.009238514901805427,Bumps,Other_Faults
0,9,0,852,0.00893318974082888,0.8790367747409636,0.00038676676841844734,0.052026793085812414,0.049640427444188305,0.0005986868686868687,0.009377361351102098,Dirtiness,Dirtiness
0,9,0,847,0.05678652386638793,0.6936498843888278,0.0022721296819122904,0.10244100044197237,0.13112680139131747,0.0017114141414141415,0.012012246088168333,Dirtiness,Dirtiness
0,9,0,835,0.12698703971839032,0.23817937795135696,0.0010707983193277311,0.5639409917771162,0.0586775596038511,0.006540731400277816,0.004603501229680522,Other_Faults,Dirtiness
0,9,0,816,0.051679279303141236,0.013800584010147885,0.040780432455734844,0.787466152686932,0.05435717286989094,0.0011834657722738218,0.050732912901879645,Other_Faults,Dirtiness
0,9,0,812,0.045292228230370865,0.019187718037111626,0.027420498175425707,0.7479729042604892,0.0977432281959552,0.0004957393483709273,0.0618876837522772,Other_Faults,Dirtiness
0,9,0,830,0.24587738629871206,0.22188818176061126,0.0039079572164274,0.46208150683376986,0.046729328020511086,0.006298089683831373,0.013217550186137478,Other_Faults,Dirtiness
0,9,0,433,0.0007695238095238095,0.0,0.9987778053830227,0.00035743271221532093,0.0,0.0,9.523809523809523e-05,K_Scratch,K_Scratch
0,9,0,386,0.22469474773709272,0.0031118616677440207,0.18043064305362763,0.48660372925254114,0.09633669847958595,0.0033475613423284718,0.005474758467080448,Other_Faults,K_Scratch
0,9,0,416,0.0,0.0,0.9983623719275893,0.0016376280724106809,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,455,0.0,0.0,0.9995555555555555,0.0,0.0,0.0,0.0004444444444444444,K_Scratch,K_Scratch
0,9,0,514,0.04703401372447912,0.0009782030834662413,0.759537560807795,0.14201834646143952,0.006988836361436981,0.00013793103448275863,0.04330510852690082,K_Scratch,K_Scratch
0,9,0,536,0.004368534504710975,0.0,0.9511314456733152,0.04312593145935608,0.00041000000000000005,0.0,0.0009640883626177743,K_Scratch,K_Scratch
0,9,0,434,0.0,0.0,0.9996,0.0,0.0,0.0,0.0004,K_Scratch,K_Scratch
0,9,0,441,0.015038332390452457,9.523809523809523e-05,0.9538127898843203,0.017606596150592645,0.0012294372294372293,0.0,0.012217606249959188,K_Scratch,K_Scratch
0,9,0,370,0.029855258797414314,0.0009808144469909178,0.856795712681877,0.10682761530883572,0.0032684468829475327,0.001465802675585284,0.0008063492063492063,K_Scratch,K_Scratch
0,9,0,670,0.0,0.0,0.9903741569897175,0.009625843010282369,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,674,0.0,0.0,0.9831312181521835,0.01686878184781671,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,391,0.02183315383389857,0.0029629707104752477,0.5638891896271011,0.2620271479418046,0.07932549099280475,0.0,0.06996204689391566,K_Scratch,K_Scratch
0,9,0,489,0.0007695238095238095,0.0,0.9988647619047618,0.0002704761904761905,0.0,0.0,9.523809523809523e-05,K_Scratch,K_Scratch
0,9,0,376,0.040798475762575157,0.009915362235878118,0.7018164370957813,0.20051388159867745,0.03839383631122734,0.006894153593224799,0.0016678534026360113,K_Scratch,K_Scratch
0,9,0,458,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,712,0.0067436981494398375,0.0005714285714285714,0.9189627521312741,0.07031338234795789,0.0014903030303030302,0.0,0.0019184357695967603,K_Scratch,K_Scratch
0,9,0,485,0.0,0.0,0.9959914529914529,0.0016514957264957266,0.0,0.0,0.0023570512820512823,K_Scratch,K_Scratch
0,9,0,480,0.0007695238095238095,0.0,0.9979647619047619,0.0011704761904761905,0.0,0.0,9.523809523809523e-05,K_Scratch,K_Scratch
0,9,0,507,0.0004180952380952381,0.0,0.985365211417534,0.013167645725323075,0.0,0.0,0.001049047619047619,K_Scratch,K_Scratch
0,9,0,645,0.0,0.0,0.997856797385621,0.002143202614379085,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,675,0.00025,0.0,0.9807452763162418,0.019004723683758544,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,730,0.053087965882567756,0.002134188852083589,0.6619854568812448,0.23604401395099575,0.0299054473128911,0.0,0.01684292712021679,K_Scratch,K_Scratch
0,9,0,513,0.0003809523809523809,0.0,0.9818625229707154,0.016700969092776873,0.0,0.0,0.0010555555555555557,K_Scratch,K_Scratch
0,9,0,679,0.0,0.0,0.9865505984095227,0.013449401590477314,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,500,0.0005988034188034188,0.0,0.9801151010101009,0.01719626651126651,0.0,0.0,0.0020898290598290598,K_Scratch,K_Scratch
0,9,0,383,0.17985125628302132,0.0007631469979296066,0.1794665988431013,0.5737707271141157,0.04359658685309445,0.0035591508165037575,0.01899253309223494,Other_Faults,K_Scratch
0,9,0,665,9.523809523809523e-05,0.0,0.9869270926433951,0.012629184412882037,0.0,0.0,0.0003484848484848485,K_Scratch,K_Scratch
0,9,0,603,0.0,0.0,0.9997777777777779,0.0002222222222222222,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,380,0.08677313033765839,0.0032487937014252797,0.6865524722145658,0.20197502916493792,0.008937918665882099,0.00808195146623539,0.00443070444929528,K_Scratch,K_Scratch
0,9,0,697,0.1266087273917029,0.006251812807075964,0.25958644613408005,0.4532177333253178,0.01975448159070854,0.016530582695423852,0.1180502160556916,Other_Faults,K_Scratch
0,9,0,394,0.0023035353535353536,0.0,0.9769230556882731,0.01729793998272259,0.0002,0.0,0.0032754689754689753,K_Scratch,K_Scratch
0,9,0,542,0.0,0.0,0.9967411432745166,0.0024855233921500792,0.0,0.0,0.0007733333333333333,K_Scratch,K_Scratch
0,9,0,694,0.0,0.0,0.993450906882412,0.006549093117588206,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,686,0.0004452380952380952,0.0,0.9821185912376365,0.017086170667125707,0.0,0.0,0.00035,K_Scratch,K_Scratch
0,9,0,502,0.0,0.0,0.9994666666666667,0.0005333333333333334,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,447,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,404,0.0011230158730158731,0.0,0.9855964035964035,0.007028685203685204,0.00018181818181818183,0.0,0.006070077145077146,K_Scratch,K_Scratch
0,9,0,369,0.025104373808367303,0.0010781088192852901,0.8761792854616223,0.09073953319151742,0.004481793551343289,0.0018153178662769455,0.0006015873015873017,K_Scratch,K_Scratch
0,9,0,368,0.1299402782829893,0.006915766895145008,0.4459700193543958,0.34117858139224716,0.05502182434362211,0.012476159377870272,0.008497370353730563,K_Scratch,K_Scratch
0,9,0,101,0.2007659380102497,0.018714066906921307,0.01006190858367419,0.5039197921143396,0.252524287443553,0.0011842424716566593,0.012829764469605808,Other_Faults,Pastry
0,9,0,148,0.09614428437167993,0.06837091028034094,0.010777593271582364,0.18791529862526865,0.6150659768662379,0.00023999999999999998,0.02148593658489087,Pastry,Pastry
0,9,0,8,0.14929841521016737,0.006759886492649652,0.03798230124122442,0.4775897193685624,0.31618693276653637,0.0018297789929368877,0.010352965927923225,Other_Faults,Pastry
0,9,0,138,0.17730464567808593,0.00775012724362031,0.01086149907723475,0.5412662348346092,0.24896212040281154,0.0030944887716243216,0.010760883992013895,Other_Faults,Pastry
0,9,0,32,0.11273404219112883,0.045302876697219815,0.009418612383978562,0.28763067316207463,0.5341668863601522,0.0003333333333333333,0.010413575872112875,Pastry,Pastry
0,9,0,131,0.05171926457501193,0.03553649779292806,0.022991416100887094,0.2571776896559651,0.6126504092294326,9.090909090909092e-05,0.019833813554866183,Pastry,Pastry
0,9,0,2,0.17883295828362136,0.07725158462362933,0.0022424034394286107,0.3533849829809915,0.35130271303748756,0.003669162794998035,0.03331619483984403,Other_Faults,Pastry
0,9,0,143,0.28818614493312344,0.03352594146285797,0.024358478999143993,0.3514139099409139,0.23938575426756728,0.010509659281457097,0.05262011111493611,Other_Faults,Pastry
0,9,0,49,0.7042444600461045,0.004248692824651904,0.0019610877684407097,0.18206512987303988,0.0900038464072177,0.00620441733508334,0.011272365745462093,Bumps,Pastry
0,9,0,108,0.16546979295304426,0.03357254822260543,0.016429900794304484,0.6258743896890145,0.12350535991767798,0.006644294754841449,0.02850371366851242,Other_Faults,Pastry
0,9,0,147,0.22657835260675424,0.019833001308304166,0.03110712082816743,0.22844378175602728,0.4680304935073295,0.005518813922650239,0.020488436070767654,Pastry,Pastry
0,9,0,117,0.033731538624145886,0.01256792864738692,0.002780088878830297,0.12727029730696754,0.8168568434150904,0.00013793103448275863,0.006655372093095878,Pastry,Pastry
0,9,0,74,0.2656644550760041,0.006180383353354144,0.005947974534717747,0.5258288628648706,0.1811953177452965,0.0007543625367767244,0.01442864388898029,Other_Faults,Pastry
0,9,0,146,0.11489859471698642,0.01924909337409572,0.02668435078858015,0.20548213129228762,0.5946640094010194,0.0013192610288262463,0.03770255939820487,Pastry,Pastry
0,9,0,7,0.07767728370095552,0.008923864955657255,0.25509318143954557,0.4871982612173404,0.15448261522858697,0.0041858675208520406,0.012438925937062296,Other_Faults,Pastry
0,9,0,324,0.05102013341950217,0.009009721437982308,0.0002727272727272727,0.1769932118412481,0.11976840335523141,0.0,0.6429358026733095,Z_Scratch,Z_Scratch
0,9,0,160,0.021672300298303502,0.0,0.002272380952380952,0.05440691096502002,0.011572253902700797,0.0,0.9100761538815944,Z_Scratch,Z_Scratch
0,9,0,233,0.015466799609059667,0.0003246753246753247,0.009464690469489232,0.06251474035603796,0.0019334395708537585,8.333333333333333e-05,0.9102123213365507,Z_Scratch,Z_Scratch
0,9,0,187,0.23738911358161283,0.009370325425385996,0.0028237941750446794,0.41613001830909413,0.008812075710370786,0.008892602999070891,0.3165820697994207,Other_Faults,Z_Scratch
0,9,0,231,0.03896465260165478,0.0008541228070175438,0.0019292398777692895,0.1513746024354244,0.010478610338625145,0.0016239819245082404,0.7947747900150008,Z_Scratch,Z_Scratch
0,9,0,238,0.026344691976111414,0.001171806667330964,0.0037819494231258934,0.07346720669732251,0.009576619990888395,0.0,0.8856577252452204,Z_Scratch,Z_Scratch
0,9,0,213,0.0326002427146236,0.006863109516528549,0.029294115265614117,0.16448403206530368,0.019972512580996225,0.0,0.7467859878569332,Z_Scratch,Z_Scratch
0,9,0,197,0.1680210567549507,0.011980206016893327,0.007175248315272729,0.2720846616188539,0.09521122982983674,0.0015617639876463407,0.4439658334765461,Z_Scratch,Z_Scratch
0,9,0,227,0.10255215614471004,0.005754598528854822,0.07783537189193573,0.4323582086869079,0.09137719623293425,0.0015206443513860392,0.2886018241632717,Other_Faults,Z_Scratch
0,9,0,343,0.22235177087167368,0.03140924262361389,0.007276543744714428,0.5230191086308417,0.09205097798737577,0.011398271194911387,0.1124940849468695,Other_Faults,Z_Scratch
0,9,0,225,0.0346406915324098,0.001484313725490196,0.0018761904761904762,0.05989898781956878,0.018265946503654127,0.00018695652173913045,0.8836469134209473,Z_Scratch,Z_Scratch
0,9,0,243,0.04618389722114465,0.001625,0.0018517316017316017,0.12641113385868813,0.07652383872763019,0.007079725829725829,0.7403246727610796,Z_Scratch,Z_Scratch
0,9,0,218,0.014585194699708095,0.0006185561497326203,0.00762252824574806,0.04527595757415583,0.0015146685156275947,0.0,0.9303830948150276,Z_Scratch,Z_Scratch
0,9,0,165,0.02581991733592967,0.0028742457233169303,0.026614572543488275,0.17972124950282767,0.012815408239785093,0.0,0.7521546066546521,Z_Scratch,Z_Scratch
0,9,0,159,0.08401892528394882,0.005063507326007325,0.007455284967944815,0.26644969367279947,0.10812018986978139,0.004842410367410367,0.5240499885121083,Z_Scratch,Z_Scratch
0,9,0,342,0.07114297590279517,0.10773270533419689,0.023912427192956238,0.4240408023892908,0.19965561445402735,0.0006617295243456234,0.17285374520238808,Other_Faults,Z_Scratch
0,9,0,234,0.036538797392259424,0.00135140522875817,0.001499581492676122,0.13137648565583324,0.008868911547772184,0.0023802020202020203,0.817984616662499,Z_Scratch,Z_Scratch
0,9,0,170,0.022779405414660683,0.00037815126050420167,0.0026779365079365076,0.09929915365608627,0.028593209722779823,0.0,0.8462721434380325,Z_Scratch,Z_Scratch
0,9,0,168,0.023881906950931783,0.0012865800865800865,0.0011122077922077922,0.1211671021237157,0.03640963055271903,0.0,0.8161425724938453,Z_Scratch,Z_Scratch
0,9,0,776,0.09236555471534749,0.018416685916422756,0.03300425493046909,0.41668771134659965,0.012654855521155832,0.41202051814975826,0.014850419420247124,Other_Faults,Stains
0,9,0,783,0.028227217214205704,0.00179498556998557,0.0037658263305322135,0.05699560385111264,0.003276770451770452,0.9055577784005755,0.00038181818181818184,Stains,Stains
0,9,0,740,0.036317509996546884,0.003581093613988351,0.021017935182814678,0.12700385106211684,0.00816201814966117,0.801807820365535,0.002109771629336847,Stains,Stains
0,9,0,751,0.0007972027972027973,0.0,0.03521089624001924,0.02059892242482374,0.0019694055944055947,0.9414235729435482,0.0,Stains,Stains
0,9,0,789,0.09893297573619793,0.017554649110405603,0.044648276524854126,0.6605564528354845,0.009409688949718562,0.14314800607458136,0.02574995076875882,Other_Faults,Stains
0,9,0,763,0.015911014068591307,0.0,0.08397384649757444,0.1190977560885064,0.001037936507936508,0.779979446837392,0.0,Stains,Stains
0,9,0,794,0.004745845169237131,0.0,0.0011445887445887446,0.01915645954161673,0.0007857142857142857,0.9741673922588434,0.0,Stains,Stains
0,9,0,806,0.21681490054035227,0.030876940561494995,0.020195178794373835,0.3822804949636562,0.034128970658058075,0.29234460614724594,0.02335890833481912,Other_Faults,Stains