% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Mon Apr  9 18:44:41 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
0,0,0,1136,0.5104926459736358,0.005530819986808931,0.060655223403160534,0.3407301388786355,0.053854033328615436,0.007627073510113649,0.021110064919030926,Bumps,Bumps
0,0,0,867,0.22912082908910572,0.005722513994382714,0.14110181743246003,0.5107043907058905,0.018502739045557114,0.001684384037015616,0.09316332569558838,Other_Faults,Bumps
0,0,0,887,0.47495283839604135,0.01816499108460499,0.047027574923352584,0.3100284274496017,0.10447573724651503,0.007964317423857642,0.03738611347602644,Bumps,Bumps
0,0,0,983,0.5403840331447005,0.024059951153943895,0.04176540430127549,0.320229862819631,0.040093162077255794,0.014034066456910316,0.019433520046283,Bumps,Bumps
0,0,0,959,0.5984141045777912,0.01185530557828614,0.011225794946646097,0.26822005507351904,0.023652925810602465,0.0026520947289871435,0.08397971928416778,Bumps,Bumps
0,0,0,947,0.6737314223533563,0.005543992169401231,0.0027077970212475233,0.24708006638914154,0.06070802776661871,0.0014465642035377108,0.008782130096696901,Bumps,Bumps
0,0,0,1188,0.29541073528554057,0.01470440464810515,0.03245362687089755,0.4795360351331474,0.14992612088745588,0.006092338411297213,0.02187673876355616,Other_Faults,Bumps
0,0,0,1176,0.7513062126761979,0.0017908682567252777,0.009010143585793069,0.21083731543243198,0.01637268486279497,0.000658963258963259,0.01002381192709366,Bumps,Bumps
0,0,0,1068,0.46298442519210065,0.00013333333333333334,0.007475112065845428,0.390436806811612,0.04224066606483685,0.01400772345182218,0.08272193308044938,Bumps,Bumps
0,0,0,976,0.3063706606087901,0.15585827006747274,0.0251516101873747,0.336932006071038,0.13696010356758795,0.009315768546959079,0.029411580950778362,Other_Faults,Bumps
0,0,0,966,0.3677145047412397,0.003497556564111164,0.013058847161067902,0.3759292374398486,0.08626717136172317,0.005699364244061137,0.14783331848794895,Other_Faults,Bumps
0,0,0,1165,0.6297995536739348,0.0023416142099434633,0.018993346239244067,0.29209450641579043,0.031866532858335614,0.003996623639930061,0.02090782296282161,Bumps,Bumps
0,0,0,1161,0.33754737655220574,0.008192542999590432,0.014665336523320948,0.47949779150636684,0.034704812691309504,0.004360668220668221,0.12103147150653848,Other_Faults,Bumps
0,0,0,1007,0.2864204438082966,0.02227801408851158,0.0017940869439116284,0.3493282571567535,0.20981455345188452,0.0011152086475615887,0.12924943590308102,Other_Faults,Bumps
0,0,0,1262,0.5072395081163992,0.008858930046506577,0.012074793437818067,0.27630516236759856,0.07974211178040358,0.0,0.11577949425127407,Bumps,Bumps
0,0,0,1054,0.5566258803637829,0.005409373405599681,0.005039418845281006,0.36031175703487617,0.03369750219759645,0.010669107297962891,0.028246960854899864,Bumps,Bumps
0,0,0,1244,0.3972838385429772,0.04093834306891177,0.015800982851434223,0.4392916874850022,0.06633055007504947,0.0035925689345553524,0.03676202904206992,Other_Faults,Bumps
0,0,0,1010,0.41213003338747767,0.015329997845561752,0.029111432657698624,0.3334013121743154,0.0798862020944817,0.001711347813979393,0.12842967402648542,Bumps,Bumps
0,0,0,1166,0.5950220687536976,0.0005631525925138877,0.03358113274577127,0.3017145486126417,0.03447848726747989,0.0005453000300826387,0.034095309997813635,Bumps,Bumps
0,0,0,1076,0.43984486535340217,0.011411930349104564,0.04364668288918282,0.4366297018973996,0.01942493594202589,0.020621875795402443,0.028420007773483198,Bumps,Bumps
0,0,0,928,0.36308818221768396,0.005230658675079167,0.010174668906944448,0.3726833698178036,0.025451455795276783,0.008346154699387544,0.21502550988782568,Other_Faults,Bumps
0,0,0,1223,0.8031385336622572,0.004257211434501008,0.0014236774719533342,0.1433910573206204,0.009075394502702169,0.0018123647186147184,0.03690176088935161,Bumps,Bumps
0,0,0,958,0.6366451714670869,0.00924128668582859,0.002246283128636069,0.29705792375336787,0.04013447693050563,0.005412938225382699,0.00926191980919215,Bumps,Bumps
0,0,0,1167,0.7181643205469602,0.00025396825396825396,0.01433760887935743,0.2173956237973073,0.025027725870210106,0.0021803613053613057,0.022640391346836358,Bumps,Bumps
0,0,0,931,0.5861782985366645,0.004731496394754159,0.005106866211073372,0.27484181839011324,0.04813858973814253,0.0007425925925925925,0.08026033813666003,Bumps,Bumps
0,0,0,1261,0.36758771624492004,0.0061073697226008625,0.02405099969083722,0.2969529691016153,0.06798400416681918,0.0004,0.23691694107320765,Bumps,Bumps
0,0,0,1064,0.6020830890968543,0.006498697532122215,0.005209319246733436,0.340241406858597,0.021868827370721804,0.0027257675296473794,0.02137289236532442,Bumps,Bumps
0,0,0,914,0.5997700865593977,0.03155050056940468,0.0027417171963323586,0.3033060505268546,0.031082988555941365,0.0041416972283810525,0.02740695936368791,Bumps,Bumps
0,0,0,1085,0.4324406759585433,0.018436430061506266,0.04801727617628691,0.3515369471495401,0.1218979496501101,0.02029294219246798,0.00737777881154565,Bumps,Bumps
0,0,0,1082,0.2669299805254379,0.020190572598327634,0.09459394675621913,0.4256748327821649,0.15869581945303743,4.3478260869565214e-05,0.03387136962394364,Other_Faults,Bumps
0,0,0,1006,0.3128395960934593,0.015183399736919723,0.01016962254200308,0.3818291654796936,0.029464538142377757,0.0025642857142857143,0.2479493922912609,Other_Faults,Bumps
0,0,0,977,0.17652396628322256,0.17742403015620473,0.02145832770877049,0.3450687170665874,0.2055592054928077,0.0015557731157731158,0.07240998017663428,Other_Faults,Bumps
0,0,0,1026,0.5206479325867336,0.0110477593143641,0.0020407610331114653,0.329141028792769,0.10490977029631192,0.001940078791268424,0.030272669185441897,Bumps,Bumps
0,0,0,986,0.3716788119150546,0.02786177026916234,0.05101941132345018,0.43459418920966286,0.025472875786305662,0.06151495088031909,0.02785799061604551,Other_Faults,Bumps
0,0,0,937,0.698340568166856,0.002064219484219484,0.004140687612746437,0.2280808057604062,0.05097759914248681,0.0005074277574277575,0.015888692075858316,Bumps,Bumps
0,0,0,1013,0.549296265917654,0.006267815775649534,0.007822926935282104,0.336657172043118,0.048020118903954974,0.0017534790412839195,0.05018222138305726,Bumps,Bumps
0,0,0,1253,0.13479988026381134,0.02209578388553016,0.00792235956472362,0.2752762913857872,0.2924158789557509,0.0009113247863247863,0.26657848115807253,Pastry,Bumps
0,0,0,1096,0.29430259296790345,0.059122245975153635,0.07402145863871898,0.3507948611554264,0.16016327198507047,0.00036302713305001635,0.0612325421446771,Other_Faults,Bumps
0,0,0,965,0.5156629086259134,0.002888637035511844,0.03570562836490825,0.32261339733827743,0.04882143770965276,0.00013425925925925923,0.07417373166647692,Bumps,Bumps
0,0,0,993,0.34036984530750974,0.1130255826902842,0.010397233159273789,0.4192894301778548,0.016545030392782198,0.004500268559263837,0.09587260971303235,Other_Faults,Bumps
0,0,0,877,0.22299056033426495,0.012863792465347995,0.06378850424594543,0.6006899785177551,0.02720335725517653,0.01875449821058449,0.05370930897092555,Other_Faults,Bumps
0,0,0,1494,0.06390109579039303,0.027239508447946356,0.02414056360886246,0.5775509016047965,0.273001858678456,6.896551724137931e-05,0.034097106352303806,Other_Faults,Other_Faults
0,0,0,1651,0.33350893294581524,0.027568958995068813,0.02960356812614462,0.418372560720658,0.1365153202418671,0.003173445073445074,0.05125721389700157,Other_Faults,Other_Faults
0,0,0,1623,0.43331472421441003,0.012604012024218963,0.00479881017574665,0.37014558327887526,0.037571252072856345,0.005312173909227396,0.13625344432466605,Bumps,Other_Faults
0,0,0,1588,0.23638144723620264,0.017994791098607032,0.046819432113248724,0.389391602660019,0.2822338304686373,0.005927099675067696,0.021251796748218116,Other_Faults,Other_Faults
0,0,0,1386,0.11658643958720555,0.020593709199275386,0.0969287871211675,0.697430289755751,0.01310851401787665,0.00847844142240272,0.04687381889632164,Other_Faults,Other_Faults
0,0,0,1901,0.2408173025075703,0.015626227124149607,0.006850948476128159,0.5996786914850375,0.0193227622129375,0.0189109765773109,0.0987930916168664,Other_Faults,Other_Faults
0,0,0,1513,0.2782741827101469,0.03014387831144515,0.012201076755015925,0.5124959780657005,0.11049375616007186,0.003914960154412487,0.05247616784320756,Other_Faults,Other_Faults
0,0,0,1613,0.1588361888553074,0.0225581720100094,0.19773706181171086,0.5011074311454621,0.039802347083186425,0.003612342123702925,0.07634645697062144,Other_Faults,Other_Faults
0,0,0,1380,0.17203803001833784,0.016917275023871272,0.09177728345774043,0.641344617862968,0.015465895150601032,0.0036105175496602845,0.05884638093682104,Other_Faults,Other_Faults
0,0,0,1876,0.11060103745561178,0.04578980150135081,0.03867760594176033,0.7416290712482071,0.019115939778054456,0.023493507060131005,0.020693037014883828,Other_Faults,Other_Faults
0,0,0,1290,0.0613696328433129,0.02181370961075028,0.03381377255407624,0.6847919572163553,0.1546724300366462,0.002548780487804878,0.04098971725105332,Other_Faults,Other_Faults
0,0,0,1685,0.04333262595613852,0.0511340105046938,0.05159948913675605,0.626687886231721,0.06522188256812013,0.0,0.16202410560257074,Other_Faults,Other_Faults
0,0,0,1478,0.5326766447604728,0.01067816436912959,0.01058770465001115,0.3409804453946231,0.016819312405824988,0.004867142778576536,0.08339058564136187,Bumps,Other_Faults
0,0,0,1745,0.3062522886221197,0.0034095999368408333,0.018794065204466966,0.5351310517335108,0.0166557440693023,0.004523945624853066,0.11523330480890583,Other_Faults,Other_Faults
0,0,0,1321,0.1325766780807547,0.00451970079798547,0.044049954259239577,0.7502392934485559,0.005291600114380181,0.019963545270404434,0.04335922802867983,Other_Faults,Other_Faults
0,0,0,1795,0.4128153217287927,0.005558355750511895,0.007077505709840425,0.45385525867046067,0.057806630932620534,0.010612846285934526,0.05227408092184013,Other_Faults,Other_Faults
0,0,0,1285,0.15834777662507435,0.08783438728875781,0.012232704601315727,0.3821003263265373,0.25802685282001325,0.0031602293131704896,0.09829772302513165,Other_Faults,Other_Faults
0,0,0,1822,0.24078818899219917,0.0029731897966733976,0.02569011806283328,0.48638028729441996,0.09406229418862622,0.004874966388572951,0.14523095527667584,Other_Faults,Other_Faults
0,0,0,1617,0.11413853476820768,0.00591116380243073,0.34905411531043035,0.347992270983248,0.04691836264008768,0.0,0.13598555249559605,K_Scratch,Other_Faults
0,0,0,1529,0.03998675212266441,0.02223263463651392,0.24018575195398142,0.40033271876936094,0.22214967797390536,0.00023143050323577708,0.0748810340403388,Other_Faults,Other_Faults
0,0,0,1877,0.10581691006825443,0.02100413054774005,0.055641811515736044,0.6016056891344941,0.060451714282520656,0.03951150069934099,0.1159682437519143,Other_Faults,Other_Faults
0,0,0,1352,0.09640889705311714,0.007894889963837333,0.37078791687805474,0.4295431387855697,0.01764346638326749,0.013044594639991062,0.06467709629616256,Other_Faults,Other_Faults
0,0,0,1788,0.29982457788857214,0.016927072314099508,0.09474366073087916,0.4443115012114267,0.04389097213978575,0.02491453239493105,0.07538768332030561,Other_Faults,Other_Faults
0,0,0,1325,0.1595644723808014,0.005173428676588085,0.06800984661646305,0.6962997679563755,0.01436809743323942,0.020821154117159256,0.035763232819372465,Other_Faults,Other_Faults
0,0,0,1401,0.5825890507654066,0.005684568198873479,0.005364883302865047,0.32446914804710386,0.01420471077304474,0.002319832251082251,0.06536780666162417,Bumps,Other_Faults
0,0,0,1912,0.13704170015765982,0.004116846180027652,0.1357412488257168,0.5802832369846007,0.015100113927433666,0.008762029315992553,0.11895482460856899,Other_Faults,Other_Faults
0,0,0,1844,0.09004155163266347,0.00761571935009435,0.17661839906747154,0.5950685473397183,0.07254085867498113,0.008787808235795851,0.049327115699275566,Other_Faults,Other_Faults
0,0,0,1603,0.09612650599634863,0.03746543673101714,0.00873331575484704,0.5784198949315122,0.24502721196543528,0.0015137677993439138,0.03271386682149645,Other_Faults,Other_Faults
0,0,0,1801,0.282267625259238,0.003782261232524391,0.005704151805046945,0.5460448057281068,0.05871294586705875,0.005078723817535771,0.0984094862904894,Other_Faults,Other_Faults
0,0,0,1737,0.09123713377365275,0.08691391436299688,0.014831939756108643,0.460482975147452,0.2613588291918389,0.0027705882352941176,0.08240461953265715,Other_Faults,Other_Faults
0,0,0,1354,0.1458142755702903,0.002446991690161442,0.13730883665070834,0.4687528002731278,0.030944798906913224,0.00279831085094243,0.21193398605785663,Other_Faults,Other_Faults
0,0,0,1851,0.07778797710318627,0.019382795015320163,0.030116529155917435,0.7413886863657482,0.07645971871522594,0.004826726867903338,0.05003756677669886,Other_Faults,Other_Faults
0,0,0,1791,0.3600946230163019,0.022466187063121777,0.06082366373077462,0.3998126439187427,0.01761974341349094,0.0008857808857808858,0.1382973579717876,Other_Faults,Other_Faults
0,0,0,1714,0.1840952900344544,0.10789404088239105,0.030232764674918235,0.3688768343478677,0.253760722353864,0.0001746031746031746,0.05496574453190193,Other_Faults,Other_Faults
0,0,0,1769,0.1298921007939021,0.0028383705441319953,0.046694446316032076,0.7492178602115335,0.005016198496843657,0.014735034693385381,0.05160598894417106,Other_Faults,Other_Faults
0,0,0,1532,0.19370918259720135,0.019242379036418025,0.024406887498055314,0.4098042065792248,0.15477004138849174,0.0,0.1980673029006092,Other_Faults,Other_Faults
0,0,0,1759,0.2541894964961842,0.008888698854587842,0.04206131410679557,0.437192837103877,0.010758288988901273,0.004269572584278467,0.24263979186537593,Other_Faults,Other_Faults
0,0,0,1355,0.2163169391557783,0.006127932511804641,0.053729193371665915,0.6443601224773043,0.02276517318239491,0.018674618432450583,0.03802602086860127,Other_Faults,Other_Faults
0,0,0,1740,0.20544532091429746,0.005393863154772019,0.032808365160035304,0.6642025218654242,0.034777653381638414,0.0025856147282454288,0.05478666079558723,Other_Faults,Other_Faults
0,0,0,1604,0.43355739360095025,0.0064310750849336795,0.07327655336219187,0.37863584697165553,0.10222379117341758,0.0014287565481113866,0.004446583258740507,Bumps,Other_Faults
0,0,0,1481,0.06160814047983087,0.027498485842693033,0.009852729246884465,0.5924673584313599,0.2797197875351155,0.0004608677326730065,0.028392630731443037,Other_Faults,Other_Faults
0,0,0,1698,0.04101670059562316,0.03645789524638655,0.042315309918260394,0.7423229728195635,0.07404515630260058,0.0002990996761681079,0.06354286544139845,Other_Faults,Other_Faults
0,0,0,1793,0.0800115730698192,0.06085145503745746,0.10252153033487875,0.3589948379051486,0.21499727899686621,0.0018232003580104848,0.18080012429782008,Other_Faults,Other_Faults
0,0,0,1657,0.170815760130982,0.02743255165570145,0.05212164793374276,0.6200598370401668,0.025537260909548574,0.017267052338706082,0.08676588999115242,Other_Faults,Other_Faults
0,0,0,1620,0.41860405574614434,0.0021070368840687957,0.002355070422640082,0.3960914845397517,0.03693562232485311,0.010127086805032522,0.1337796432775098,Bumps,Other_Faults
0,0,0,1273,0.19368011558225995,0.02651724443820715,0.00941860821820907,0.3121417775144675,0.3993259457166336,0.0009341095235618562,0.05798219900666023,Pastry,Other_Faults
0,0,0,1569,0.4861951274730969,0.0025667004134859715,0.02430027718499225,0.3096356948681454,0.06341026715893874,0.0066512500398252196,0.10724068286151578,Bumps,Other_Faults
0,0,0,1637,0.3371690331768804,0.015434042635349357,0.07561325963074216,0.3516133243392882,0.03838085744399374,0.0029758158508158506,0.17881366692293035,Other_Faults,Other_Faults
0,0,0,1351,0.19089071473637492,0.024686141076129445,0.03686079594573528,0.6682024495556943,0.023816518440280047,0.016222265871169865,0.039321114374615676,Other_Faults,Other_Faults
0,0,0,1450,0.38498094116431764,0.014269664750074223,0.010332838081998011,0.42807692180693685,0.03887363598907553,0.006151547975551663,0.11731445023204624,Other_Faults,Other_Faults
0,0,0,1738,0.13413685816283724,0.09680789633337332,0.008104596999898014,0.6594326596388587,0.01100305681246858,0.05067974198915755,0.03983519006340701,Other_Faults,Other_Faults
0,0,0,1766,0.23589500158556406,0.006361972094901529,0.07806089442615481,0.4628195921174905,0.02606116908789503,0.012801357379860353,0.17800001330813361,Other_Faults,Other_Faults
0,0,0,1503,0.06662225581283314,0.03667315613579108,0.043656025484329404,0.5896187003301867,0.12589394111156949,6.896551724137931e-05,0.1374669556080488,Other_Faults,Other_Faults
0,0,0,1277,0.001031701540975313,3.119099961205225e-05,0.9860878625294867,0.01119461097085088,0.0001654662143237395,0.0,0.0014891677447512125,K_Scratch,Other_Faults
0,0,0,1594,0.18020361216573835,0.01840290867642126,0.07700940015914734,0.5194355036239755,0.12741969206599033,0.003492261285215445,0.07403662202351176,Other_Faults,Other_Faults
0,0,0,1492,0.08336887226266118,0.03502379687970324,0.037301661515093426,0.6278279377328245,0.16715499883127694,0.00018381145561672946,0.04913892132282424,Other_Faults,Other_Faults
0,0,0,1830,0.09837115976063517,0.009048601706476218,0.22279083509176612,0.5146335696601523,0.053951384090988874,0.05711337884423904,0.0440910708457424,Other_Faults,Other_Faults
0,0,0,1658,0.2823568321991253,0.04703742213677991,0.013650301739470022,0.3343819004194229,0.3059683756896103,0.0020086263792551823,0.014596541436337452,Other_Faults,Other_Faults
0,0,0,1646,0.1654603238670931,0.045231541229152496,0.04328336845927052,0.47430486670237854,0.19162721430977162,0.000974232562024553,0.07911845287030882,Other_Faults,Other_Faults
0,0,0,1607,0.34948626139858485,0.004884005397753689,0.0222165646043694,0.32478602766701303,0.026625020772120925,0.0043460167283696696,0.267656103431789,Bumps,Other_Faults
0,0,0,1460,0.38430090724919896,0.007135708169588393,0.106502148687723,0.3789736006706279,0.08061108609045955,0.01021175836241072,0.03226479076999165,Bumps,Other_Faults
0,0,0,1550,0.1529787342954073,0.010388393261925607,0.0798400761263563,0.565163266243251,0.00956389303752649,0.06340762305084696,0.11865801398468616,Other_Faults,Other_Faults
0,0,0,1711,0.22664521437618382,0.015301829475738802,0.039751318912321795,0.5925421077320733,0.058359154083241556,0.018789577423855616,0.048610797996584666,Other_Faults,Other_Faults
0,0,0,1677,0.15476179963847989,0.04949668950585847,0.010385179228357452,0.5729019774071178,0.019400427493047608,0.058758538565358336,0.1342953881617811,Other_Faults,Other_Faults
0,0,0,1350,0.10272442330896264,0.013858608589776987,0.21259507721844678,0.5908116426405485,0.030397793486631818,0.006979745271263065,0.04263270948436962,Other_Faults,Other_Faults
0,0,0,1505,0.05160077015592327,0.014600982812400505,0.1545785292805116,0.5051993919396227,0.12267775071603784,6.896551724137931e-05,0.15127360957826336,Other_Faults,Other_Faults
0,0,0,1518,0.17889909462269662,0.020122642754269712,0.04137054899758226,0.33667863587175195,0.39482926400170315,0.002340845608476309,0.025758968143520643,Pastry,Other_Faults
0,0,0,828,0.1671885318820042,0.25899067501886236,0.038214783593321984,0.3675269063256012,0.09045447920200114,0.04016028999713288,0.03746433398107702,Other_Faults,Dirtiness
0,0,0,840,0.04832418610525327,0.6184815799386542,0.011344784593454442,0.13109084943646301,0.15627965679327785,0.0019665126390596005,0.032512430493837764,Dirtiness,Dirtiness
0,0,0,813,0.06611466706214238,0.1433664407651824,0.011234016715563913,0.4034287008070409,0.30722744292862475,0.0018797610998422356,0.06674897062160408,Other_Faults,Dirtiness
0,0,0,827,0.13567116089273004,0.29399453527861147,0.031944299195948864,0.3568691622936142,0.12792913031005174,0.01613626740513939,0.03745544462390474,Other_Faults,Dirtiness
0,0,0,860,0.24507951144461754,0.21929553789710002,0.0107148024582045,0.34857229152117064,0.11388275513938823,0.0259252105467773,0.03652989099274188,Other_Faults,Dirtiness
0,0,0,707,0.00581659497961735,9.569377990430622e-06,0.9599679390268315,0.03125326758344018,0.001997389087423083,0.0,0.0009552399446979829,K_Scratch,K_Scratch
0,0,0,582,0.0013972871930719721,9.569377990430622e-06,0.9892607554164781,0.006750659464899137,0.0007056566571097121,8.98876404494382e-05,0.001786184250001379,K_Scratch,K_Scratch
0,0,0,417,0.004911478000460677,0.00022541873589847504,0.9735688576010267,0.012081697376684956,0.003197560483480656,0.0,0.006014987802448913,K_Scratch,K_Scratch
0,0,0,374,0.10606956437860768,0.0042525425827358325,0.5818446696006236,0.2603787079344802,0.022779362781069016,0.01641710063299314,0.008258052089490346,K_Scratch,K_Scratch
0,0,0,460,0.0013511421926128274,0.0004455112081094563,0.9819306714154976,0.009137497718194507,0.0025625292528990143,0.00011940298507462687,0.004453245227612627,K_Scratch,K_Scratch
0,0,0,710,0.008495288688649698,0.0019227195225916453,0.9240284066587516,0.045609409154622096,0.010044644169287407,0.0,0.009899531806097765,K_Scratch,K_Scratch
0,0,0,467,0.0010959461323175816,0.0002116421274316011,0.9924346196222581,0.0046193944516847085,0.00041836798279964175,0.0,0.0012200296835085174,K_Scratch,K_Scratch
0,0,0,657,0.0005316320096166702,3.119099961205225e-05,0.9946723087286704,0.00375999329449803,0.0001654662143237395,0.0,0.0008394087532792067,K_Scratch,K_Scratch
0,0,0,704,0.006150624291467738,9.569377990430622e-06,0.935738695620469,0.05257293271654622,0.0023309091621196284,0.0,0.003197268831407398,K_Scratch,K_Scratch
0,0,0,700,0.005578356661348074,9.569377990430622e-06,0.9654161627507463,0.02619477838273872,0.0013691839592179548,0.0,0.0014319488679586303,K_Scratch,K_Scratch
0,0,0,668,0.000574185201106032,3.119099961205225e-05,0.9888660494490398,0.009163546125934044,0.00038768843654596167,0.0,0.0009773397877619653,K_Scratch,K_Scratch
0,0,0,351,0.07306088289898416,0.0031508309797117825,0.7080978885677366,0.17945814010378314,0.016689459515607658,0.017761390365138005,0.0017814075690391483,K_Scratch,K_Scratch
0,0,0,373,0.13300253772696946,0.0028224885860746265,0.580333393729607,0.2314409402955555,0.010253478695211145,0.035613997932625166,0.006533163033956751,K_Scratch,K_Scratch
0,0,0,726,0.013773960831802481,0.0013375104427736006,0.905711480196999,0.0598736386627834,0.006084477875293274,0.0002857142857142857,0.012933217704634408,K_Scratch,K_Scratch
0,0,0,616,0.0007933279160494186,3.119099961205225e-05,0.9945739820535637,0.003621140192204067,0.0001654662143237395,0.0,0.0008148926242469487,K_Scratch,K_Scratch
0,0,0,662,0.0018966223473334352,0.0004311909996120523,0.9692954362672933,0.018925703771796875,0.0023462785392537114,0.0,0.007104768074710637,K_Scratch,K_Scratch
0,0,0,699,0.002513069944089451,0.0005423021107231633,0.9699472309492349,0.021107355340758586,0.001047258931410574,0.0,0.004842782723783357,K_Scratch,K_Scratch
0,0,0,577,0.0017441888151982412,0.00041711229946524066,0.9793780338581874,0.011500482700044539,0.0027061257442661064,8.98876404494382e-05,0.004164168942388737,K_Scratch,K_Scratch
0,0,0,522,0.004771269828061823,0.00032899664224528107,0.969476018489868,0.018443945856891703,0.0016400044584315265,0.0,0.005339764724501975,K_Scratch,K_Scratch
0,0,0,483,0.0010628866435997454,0.0004455112081094563,0.9918820785262731,0.00451277822694217,0.0006760213163910776,0.00011940298507462687,0.0013013210936102019,K_Scratch,K_Scratch
0,0,0,515,0.0014444093478931013,0.0005645243329453856,0.9697043986375937,0.02510413190934085,0.0018576329800199171,0.0,0.001324902792207644,K_Scratch,K_Scratch
0,0,0,564,0.004167133947404643,0.0006262715612560814,0.9480528535290034,0.035621612165852364,0.0037307197088910157,8.98876404494382e-05,0.007711521447142959,K_Scratch,K_Scratch
0,0,0,549,0.0074331178389853226,0.0,0.9377904420357084,0.03722390350167164,0.007325391564852964,0.0,0.010227145058781962,K_Scratch,K_Scratch
0,0,0,352,0.08404334342142107,0.05989837658647391,0.13080865988561388,0.538506117536428,0.13614373392499685,0.00157417664598192,0.04902559199908455,Other_Faults,K_Scratch
0,0,0,438,0.00499724885446974,3.119099961205225e-05,0.9792601941197469,0.010515160807220321,0.0007247589602432507,0.0,0.00447144625870819,K_Scratch,K_Scratch
0,0,0,602,0.0011229690122539825,3.119099961205225e-05,0.9855804772578591,0.010845221005369563,0.0007117625106200357,0.0,0.001708379214285263,K_Scratch,K_Scratch
0,0,0,422,0.00620136002821347,0.0008566871724766462,0.9602086163459236,0.022578785729671837,0.004954925821444867,0.0,0.0051996249022698586,K_Scratch,K_Scratch
0,0,0,465,0.0012485061311588838,0.00024704035752009666,0.9845857208512988,0.009760251414559927,0.0022186875501546076,0.0,0.0019397936953079278,K_Scratch,K_Scratch
0,0,0,594,0.0005316320096166702,3.119099961205225e-05,0.9930683465259985,0.004988471626202166,0.0001654662143237395,0.0,0.0012148926242469486,K_Scratch,K_Scratch
0,0,0,484,0.001092737389868402,0.0004455112081094563,0.9917972441599966,0.004449143175600913,0.0006760213163910776,0.00011940298507462687,0.0014199397649593383,K_Scratch,K_Scratch
0,0,0,600,0.001106574416138024,3.119099961205225e-05,0.9832706814275332,0.013120111697063723,0.0008617625106200356,0.0,0.0016096789490332732,K_Scratch,K_Scratch
0,0,0,622,0.0009802526513056403,0.00017404814246919508,0.9817589147484649,0.012462291502163542,0.0013611183882367827,0.0,0.0032633745673597645,K_Scratch,K_Scratch
0,0,0,559,0.019241378491651494,0.000930161943319838,0.8989700494415844,0.06638212397048798,0.00562388459229336,0.0011398876404494383,0.007712513920213651,K_Scratch,K_Scratch
0,0,0,647,0.0008020138465619746,3.119099961205225e-05,0.9895406573961093,0.0077745145513297784,0.0001654662143237395,0.0,0.0016861569920630405,K_Scratch,K_Scratch
0,0,0,676,0.07922725527547318,0.013758591477895434,0.5474998180334467,0.2275908584208653,0.02540683634525434,0.0025750915750915753,0.10394154887197392,K_Scratch,K_Scratch
0,0,0,419,0.0018351826854610047,0.0004238895864878347,0.9814978165980615,0.010497570346641186,0.0013019997585873406,0.00011940298507462687,0.004324138039686922,K_Scratch,K_Scratch
0,0,0,567,0.1456252097798756,0.0021449077977280734,0.269793201081588,0.4626608831112742,0.011591029939427181,0.009413605596013858,0.09877116269409343,Other_Faults,K_Scratch
0,0,0,541,0.11856807364275955,0.009345607163348015,0.12035451909943622,0.6161174205309484,0.012869221282901343,0.022818468583781854,0.09992668969682512,Other_Faults,K_Scratch
0,0,0,420,0.1264142469995581,0.009385399385752977,0.12724203922645894,0.5407975686430614,0.02316833635321659,0.01672420364517305,0.15626820574677885,Other_Faults,K_Scratch
0,0,0,469,0.001852693971336078,0.0002116421274316011,0.9861652215024859,0.0063442881403715,0.003543089334245131,0.0,0.001883064924129965,K_Scratch,K_Scratch
0,0,0,95,0.3149211811015533,0.047075747700285636,0.02323742931912213,0.35281504081920617,0.22193942189253998,0.001603698273053112,0.03840748089424021,Other_Faults,Pastry
0,0,0,90,0.21392822630858396,0.06598044520224156,0.030302455605500905,0.27376906018468766,0.3803490391661508,7.936507936507937e-05,0.03559140845347076,Pastry,Pastry
0,0,0,40,0.1086548433706003,0.08935641022464935,0.005484230444483916,0.37374116419698367,0.39119816291033654,9.523809523809523e-05,0.031469950757708275,Pastry,Pastry
0,0,0,149,0.19343930925133637,0.021824950015069428,0.036427141416889165,0.3066351675703565,0.38584991150613146,0.0006217357910906298,0.05520178444912687,Pastry,Pastry
0,0,0,89,0.2698674565110603,0.029865575889547438,0.02873348657446844,0.41995779089238855,0.2185071529734136,0.0019116597616434037,0.031156877397478657,Other_Faults,Pastry
0,0,0,141,0.21447059117925207,0.08471476555275485,0.007154957831439123,0.3262189837289883,0.3153982883141418,0.0006884615384615385,0.05135395185496242,Other_Faults,Pastry
0,0,0,52,0.16524213272462895,0.005298133645861841,0.0026092120552181214,0.31418300832025337,0.31385534608687804,0.0,0.1988121671671603,Other_Faults,Pastry
0,0,0,128,0.06042046841065091,0.13434274815388386,0.024355425039590903,0.2366042637794339,0.5083467510845266,6.896551724137931e-05,0.03586137801467294,Pastry,Pastry
0,0,0,63,0.30657452575410893,0.0056248729416769816,0.011735919670752043,0.39148539234744356,0.23551487818889313,0.004244999871423848,0.04481941122570214,Other_Faults,Pastry
0,0,0,36,0.12001547984546139,0.0296558241853207,0.024044162848832998,0.4150224311732455,0.3112095493741641,0.0004886363636363636,0.09956391620933933,Other_Faults,Pastry
0,0,0,79,0.04618256449249831,0.08879490112847843,0.09287057581109344,0.35327142974749687,0.33392379012422535,6.896551724137931e-05,0.08488777317896659,Other_Faults,Pastry
0,0,0,55,0.3604910107724585,0.023368874245919203,0.0015499459399880159,0.2701964297731054,0.3038443692467422,0.00035,0.04019937002178713,Bumps,Pastry
0,0,0,56,0.3073511919853273,0.10201535127669839,0.015414609812548274,0.4643645399269187,0.023754615359410737,0.05518508523021567,0.03191460640888135,Other_Faults,Pastry
0,0,0,152,0.13936306272859245,0.0183276482887568,0.00988567999946022,0.2681072883050419,0.2475235441331209,0.0011613247863247861,0.31563145175870344,Z_Scratch,Pastry
0,0,0,20,0.07606870429442818,0.01990416386658734,0.018267801221078905,0.48130839009225035,0.3788603314798325,0.0002487804878048781,0.025341828558017757,Other_Faults,Pastry
0,0,0,210,0.04668845033842915,0.012506351024686587,0.03124642732939929,0.2545848198170578,0.03036257125352195,0.0,0.6246113802369045,Z_Scratch,Z_Scratch
0,0,0,296,0.07184120599015348,0.004435284202039867,0.00885332441695324,0.14178214055405522,0.04169406738274157,0.0,0.7313939774540569,Z_Scratch,Z_Scratch
0,0,0,196,0.09899000932912176,0.005442958503578397,0.0055317848550859635,0.3011602940637945,0.11613012543735529,0.0010476190476190474,0.4716972087634454,Z_Scratch,Z_Scratch
0,0,0,175,0.12056058869378883,0.0089145072073537,0.019505611409634614,0.2352941522861017,0.03627106536763654,0.0,0.5794540750354845,Z_Scratch,Z_Scratch
0,0,0,307,0.058222445159526945,0.05632993098215997,0.0370594500430465,0.31841206962373597,0.09170929489408176,0.0,0.43826680929744904,Z_Scratch,Z_Scratch
0,0,0,171,0.06994713704700521,0.018744459482890337,0.012134365455899122,0.33491533337483076,0.15364452941967047,0.000375,0.41023917521970454,Z_Scratch,Z_Scratch
0,0,0,215,0.20293941894434567,0.009322781794503658,0.02696231351059406,0.30255443258297876,0.01522559971804117,0.0016879231879231877,0.44130753026161396,Z_Scratch,Z_Scratch
0,0,0,341,0.12578845431724606,0.13246031756892368,0.01669730532747593,0.47212056880068504,0.13223284681320518,0.018447380912622338,0.10225312625984183,Other_Faults,Z_Scratch
0,0,0,264,0.19485721119325436,0.005150132027020186,0.02403312500603088,0.2622209419911491,0.011360140077941935,0.003165750915750916,0.49921269878885327,Z_Scratch,Z_Scratch
0,0,0,222,0.06778448715600945,0.014528997706875602,0.017249980352841494,0.2776935378757622,0.03963516155346104,0.0,0.5831078353550504,Z_Scratch,Z_Scratch
0,0,0,277,0.13881736980676956,0.0018682247141948074,0.005769988787281317,0.15295326292741174,0.03229984035340816,4.878048780487805e-05,0.6682425329231296,Z_Scratch,Z_Scratch
0,0,0,272,0.18454669607639382,0.010058058286928398,0.05554892124669561,0.26057686738111874,0.018281671136599738,0.005681118055757747,0.4653066678165062,Z_Scratch,Z_Scratch
0,0,0,221,0.1648012126816368,0.019904794713366442,0.022622516104956535,0.3654472252599632,0.028199800743807336,0.010080278300131243,0.38894417219613897,Z_Scratch,Z_Scratch
0,0,0,338,0.1427084917832913,0.031083217339894383,0.01428643075543749,0.5537353468582561,0.1938548925729991,0.0009617658031431345,0.06336985488697876,Other_Faults,Z_Scratch
0,0,0,162,0.2479384697529257,0.00202378129533302,0.013820886473847408,0.3033889213805835,0.02984780799023464,0.004425650690634161,0.39855448241644165,Z_Scratch,Z_Scratch
0,0,0,199,0.27578094015865506,0.017128076622646125,0.026089997061789768,0.48240168106386405,0.02074171756384857,0.03290622913635446,0.14495135839284215,Other_Faults,Z_Scratch
0,0,0,192,0.18177433487710262,0.03487344434087122,0.0009370176748817525,0.29073786280058955,0.20585683233445248,0.009051814233238382,0.27676869373886426,Other_Faults,Z_Scratch
0,0,0,176,0.15145058269828113,0.021670395880521356,0.00531935183952428,0.3311085025757593,0.08647206366477722,0.003076209019025979,0.4009028943221114,Z_Scratch,Z_Scratch
0,0,0,265,0.05340977672601542,0.01794496508071274,0.01803711677474277,0.18843521785995884,0.050053227135326554,0.0,0.6721196964232432,Z_Scratch,Z_Scratch
0,0,0,759,0.0907685548145312,0.004178573237523762,0.020611263458383093,0.21332062022679354,0.04449242144327221,0.6082065139525228,0.018422052866974382,Stains,Stains
0,0,0,760,0.11672809383192308,0.0017901120522910692,0.029986012051481395,0.17592436453914226,0.03758674670525313,0.630721684482184,0.0072629863377253485,Stains,Stains
0,0,0,764,0.05957128788576688,0.003502755020503499,0.04316531925209918,0.17954645827095322,0.01871995633444824,0.6885077067012715,0.006986516534957871,Stains,Stains
0,0,0,741,0.47108963183333785,0.01979381830116729,0.020086680876225435,0.3481902433099924,0.07671520690060736,0.023660286316116653,0.04046413246255325,Bumps,Stains
0,0,0,766,0.023928714128752998,0.00699510566768255,0.033704853274887155,0.2038883593313043,0.012431239579354561,0.7142838492197032,0.004767878798315721,Stains,Stains
0,0,0,799,0.05881676332199418,0.006265330850470633,0.020432298409740517,0.1626506975310072,0.007312019462019463,0.7279200663906756,0.016602824034092568,Stains,Stains
0,0,0,752,0.025449078806758056,0.007049543720769376,0.04165275398703018,0.11727700556043223,0.011348635745038145,0.7940832429626289,0.0031397392173440034,Stains,Stains
0,0,0,749,0.01570989623282516,0.0014298829624713517,0.024758093867692635,0.045203847771183414,0.004735906893222604,0.9057050262661213,0.0024573460064839375,Stains,Stains
0,1,0,871,0.14840354168130107,0.028176875613299752,0.039359222336075056,0.664726043137842,0.07310299128251135,0.0020222940458234574,0.04420903190314745,Other_Faults,Bumps
0,1,0,1252,0.4378360545674756,0.01092255964228852,0.06163384318783405,0.39626070783445233,0.07313202633165607,0.005667283556978341,0.014547524879315658,Bumps,Bumps
0,1,0,1213,0.7556785587103196,0.006655991689469951,0.002218322845553421,0.19053904581225503,0.009336188484717898,0.0005942401105857428,0.03497765234709842,Bumps,Bumps
0,1,0,912,0.6684845066766324,0.00707403688849473,0.005373348747629745,0.26642205241836703,0.02954385574157824,0.006440610337735098,0.016661589189564036,Bumps,Bumps
0,1,0,1100,0.1489866872023517,0.036833953527750096,0.03168913203652491,0.5426746929177265,0.14465196031360328,0.01182125265018153,0.08334232135186245,Other_Faults,Bumps
0,1,0,1081,0.16941133938401357,0.03646470880933425,0.02091440089988493,0.4394954555769813,0.30023031900215125,0.0026700111636741583,0.030813765163960838,Other_Faults,Bumps
0,1,0,1151,0.18416808433848594,0.010397875101098865,0.24161817172143668,0.3051491542687254,0.05399863593722034,0.0005982905982905983,0.20406978803474277,Other_Faults,Bumps
0,1,0,885,0.14194623303099524,0.011996696927043965,0.15131009399952533,0.5411071104622305,0.022692393056312234,0.01816772485154144,0.11277974767235129,Other_Faults,Bumps
0,1,0,1044,0.47357493517036536,0.008019888171926998,0.010549833551679459,0.37748120472598085,0.07456403195232036,0.010908029996787834,0.044902076430939755,Bumps,Bumps
0,1,0,1014,0.4871778963955548,0.009732225659055689,0.0012945618066911378,0.3397046849372649,0.07333805443545992,0.006902982691204635,0.08184959407476852,Bumps,Bumps
0,1,0,1154,0.3117048678393878,0.005253415241057296,0.051271978993216706,0.43571722433720234,0.011270453861011135,0.0009095238095238094,0.1838725359186015,Other_Faults,Bumps
0,1,0,908,0.6593847061738644,0.004378542965502832,0.005334712450234478,0.27187550693120033,0.028155772249654237,0.0016808644409061432,0.02918989478863802,Bumps,Bumps
0,1,0,1079,0.26236391252923263,0.015059292433027158,0.049110946477383954,0.28439960007964826,0.0815051096256486,0.27679645437948674,0.03076468447557314,Other_Faults,Bumps
0,1,0,955,0.635782962607199,0.00457469106623017,0.002580571554121953,0.2834727982922436,0.061130348101065664,0.0026611655961535944,0.009797462782986158,Bumps,Bumps
0,1,0,982,0.38279069957608863,0.058329804745072086,0.01564787516488462,0.3934618470601357,0.0602794591317159,0.015726508813968747,0.07376380550813416,Other_Faults,Bumps
0,1,0,1236,0.38716446912686886,0.014726250212436651,0.023223129049009167,0.4438620716159333,0.013467523698539496,0.000733475874821507,0.11682308042239115,Other_Faults,Bumps
0,1,0,918,0.36505862375627246,0.011074160661505645,0.010426523059865704,0.34079718013277494,0.22005020811809448,0.0013240122898892585,0.05126929198159825,Bumps,Bumps
0,1,0,1028,0.5466547544090951,0.00895663593895523,0.020015272532764788,0.34925683280141423,0.01612616910911821,0.0017714285714285714,0.057218906637224634,Bumps,Bumps
0,1,0,1036,0.5007841514863798,0.0057764080190499684,0.00446113817984386,0.3760891139344365,0.08509486677180056,0.0019530080385727095,0.02584131356991681,Bumps,Bumps
0,1,0,1118,0.3792542803018564,0.007168769493843529,0.03863337863248014,0.44101791641135485,0.03645989675667355,0.04263889537766014,0.0548268630261317,Other_Faults,Bumps
0,1,0,971,0.1569526787171043,0.26073109072567124,0.022253870916105707,0.2893031777623525,0.17991560638801105,0.006717904795918317,0.08412567069483735,Other_Faults,Bumps
0,1,0,1057,0.4889733564997784,0.003973119566989173,0.005341700500310861,0.4066572711097765,0.033266186433445456,0.009836879700752475,0.05195148618894717,Bumps,Bumps
0,1,0,973,0.370598919620655,0.042271712894801715,0.04661164694163776,0.3381685038514211,0.07491408015443822,0.022635640068833857,0.10479949646821198,Bumps,Bumps
0,1,0,1127,0.22364905037327024,0.013710895451015037,0.038941917969066,0.5727554283298302,0.041402493834561745,0.00936237121837114,0.10017784282388548,Other_Faults,Bumps
0,1,0,1227,0.6422624363325089,0.0055531236084280155,0.0037976843804842673,0.2590912528192309,0.01796550937557994,0.0006745786033711729,0.0706554148803974,Bumps,Bumps
0,1,0,1267,0.31757785914111264,0.021468430479707937,0.05007571201350714,0.4286798722801644,0.04543457255388969,0.0014097125097125099,0.13535384102190592,Other_Faults,Bumps
0,1,0,879,0.489569699926449,0.012884537194183386,0.04571307329097156,0.33325363366291677,0.09263772317954812,0.01978381350331643,0.006157519242614838,Bumps,Bumps
0,1,0,930,0.3300168090895626,0.00795009926561649,0.058748131640579605,0.3352764297350974,0.03785116456501595,1.0526315789473684e-05,0.23014683938833874,Other_Faults,Bumps
0,1,0,1063,0.4771972195253128,0.001197233482060192,0.01533943569344258,0.3844974715568531,0.07009169818576028,0.0220357222329264,0.02964121932364504,Bumps,Bumps
0,1,0,963,0.4033646764735909,0.008233550826305832,0.0481051908172701,0.4013924363536574,0.050934267382539394,0.03876769096183819,0.04920218718479849,Bumps,Bumps
0,1,0,951,0.3031966644534972,0.0024136275152827863,0.0071720695957880505,0.4931666595318233,0.10282665512573345,0.0026203804189531767,0.08860394335892233,Other_Faults,Bumps
0,1,0,924,0.42257801875467077,0.0030453215405879205,0.0053651211035266756,0.3937108665138104,0.10304269590806567,0.0013303034190147447,0.0709276727603242,Bumps,Bumps
0,1,0,945,0.5510795625507532,0.019679151289897334,0.0034794853556358685,0.350665131287585,0.02872367470278235,0.01086725486499021,0.03550573994835587,Bumps,Bumps
0,1,0,1115,0.2694705401039704,0.00585925185925186,0.09405700498065207,0.5371216154862981,0.012333257144803026,0.011451168147298177,0.06970716227772629,Other_Faults,Bumps
0,1,0,910,0.5421823317054529,0.0023851069604909464,0.001520559421758055,0.3211111984012918,0.09589388799102666,0.004389708879620151,0.032517206640358995,Bumps,Bumps
0,1,0,892,0.2698638876468404,0.021331373359581542,0.005059003133851861,0.3092728192583388,0.3178420692789012,0.002899653751349852,0.0737311935711369,Pastry,Bumps
0,1,0,938,0.3369637039425529,0.014566320628788655,0.0026115535573971644,0.3162911342535193,0.17034930544154409,0.006289083398269968,0.15292889877792826,Bumps,Bumps
0,1,0,972,0.28742176149815485,0.03698350117133863,0.07661945048937355,0.37986261273035843,0.09382729755027874,0.02511302413462338,0.10017235242587234,Other_Faults,Bumps
0,1,0,1145,0.560559411870472,0.001655715404486256,0.03551978869594828,0.29093655899952786,0.07214012206882858,1.1111111111111112e-05,0.0391772918496263,Bumps,Bumps
0,1,0,1140,0.5077689526501014,0.0062047406155660715,0.05206027409539494,0.259419396626986,0.07490750746814707,5.7088122605363985e-05,0.09958204042119974,Bumps,Bumps
0,1,0,893,0.4849122698377554,0.004332281591781505,0.003082055088958103,0.33611941648206217,0.0806409496834373,0.0657116362516489,0.0252013910643572,Bumps,Bumps
0,1,0,1507,0.07774043194070418,0.038328030936894526,0.042277427326363304,0.7078539482941552,0.07729659916425706,0.003131966022483264,0.053371596315142766,Other_Faults,Other_Faults
0,1,0,1424,0.5351353099353253,0.002703433393196464,0.01700325151780468,0.2671138257044759,0.04603652900971071,0.0031752194475488248,0.12883243099193833,Bumps,Other_Faults
0,1,0,1785,0.1228686324150661,0.012336794425008249,0.06043774050985294,0.7068069685934875,0.01764606851418169,0.005848945782459715,0.07405484975994346,Other_Faults,Other_Faults
0,1,0,1389,0.15916811454365515,0.021080390622449444,0.0640734277488732,0.6806456659367364,0.02793717119138171,0.014190710021720246,0.032904519935184645,Other_Faults,Other_Faults
0,1,0,1316,0.19182548891964468,0.009831182544349676,0.08227506487106613,0.6366516372870378,0.031079532003838114,0.010000521470923297,0.03833657290314027,Other_Faults,Other_Faults
0,1,0,1727,0.1297091223918257,0.0064505426490448735,0.04400679133701379,0.6427080803909195,0.07921176948398836,0.0016798233412157462,0.09623387040599227,Other_Faults,Other_Faults
0,1,0,1412,0.47057618472508406,0.004776677642693679,0.006650941319686438,0.40865336933641166,0.06682024186420131,0.0028410668847803637,0.03968151822714245,Bumps,Other_Faults
0,1,0,1396,0.13939297503182166,0.023073633566417544,0.12394541744406176,0.5537702759247559,0.11380643595791314,0.0016527471737874503,0.04435851490124365,Other_Faults,Other_Faults
0,1,0,1630,0.2990198851070339,0.01022589912807077,0.00880970908523331,0.42095918354555767,0.2121125476558571,0.0007685297702026179,0.04810424570804528,Other_Faults,Other_Faults
0,1,0,1789,0.24302559133431087,0.02392027221186058,0.014559752105106606,0.3468964525249865,0.1878780865054571,0.019383193003138514,0.16433665231514039,Other_Faults,Other_Faults
0,1,0,1444,0.26181954269292185,0.012826468040050231,0.07126360982147062,0.4658511199350618,0.053856125116443505,0.0016687552213868002,0.13271437917266557,Other_Faults,Other_Faults
0,1,0,1506,0.13734760034736912,0.017849709841896946,0.019468168626209193,0.6698609469915994,0.05794897140970374,0.002749220300936896,0.09477538248228472,Other_Faults,Other_Faults
0,1,0,1796,0.2091580088949205,0.01781212580953046,0.05355444511962414,0.3924424473688911,0.026668976713746198,0.251868030394041,0.048495965699247405,Other_Faults,Other_Faults
0,1,0,1838,0.08179554503253902,0.00665912805268738,0.13930756410429856,0.6580584240881635,0.030722766755799893,0.0029761775127473858,0.08048039445376397,Other_Faults,Other_Faults
0,1,0,1854,0.08701407120177879,0.04263752998508531,0.01362000101721464,0.7875081492598114,0.014811784968479088,0.03383767806178063,0.02057078550585073,Other_Faults,Other_Faults
0,1,0,1649,0.31545070979134254,0.05516352880143077,0.020836933360224373,0.4367569593911158,0.1146534837784067,0.0242065599180831,0.032931824959396935,Other_Faults,Other_Faults
0,1,0,1814,0.3168037496305049,0.03063585953493552,0.005023591482656451,0.4056404531211743,0.1288828894041271,9.090909090909092e-05,0.11292254773569373,Other_Faults,Other_Faults
0,1,0,1408,0.4307299894723519,0.006418085358128855,0.017969469827142214,0.4198090125900627,0.05318291378101661,0.01799138193006992,0.05389914704122774,Bumps,Other_Faults
0,1,0,1700,0.042120000370480234,0.08947879185077791,0.03164177391927807,0.6752176458979782,0.11162660346724328,0.0005619047619047619,0.04935327973233746,Other_Faults,Other_Faults
0,1,0,1862,0.10020699933087657,0.014498124888565831,0.01746516029807825,0.6498628909495161,0.05132871120649436,0.02427222091732793,0.14236589240914116,Other_Faults,Other_Faults
0,1,0,1334,0.14539890666570152,0.006984307352686889,0.028676438400589893,0.6852739655319567,0.06207360424128185,0.0032748117840062456,0.06831796602377693,Other_Faults,Other_Faults
0,1,0,1390,0.08792025652192353,0.010516315203357537,0.35388148746387804,0.4895793049309653,0.024648933561853013,0.001883022774327122,0.03157067954369564,Other_Faults,Other_Faults
0,1,0,1645,0.17954615744730262,0.06239186072003124,0.022383626230061914,0.4554579871636738,0.24946666273769194,0.004226324158663378,0.026527381542575623,Other_Faults,Other_Faults
0,1,0,1774,0.12168131698704196,0.008103767746414805,0.052706937396356714,0.7046797650793389,0.008694465785332655,0.03748151745369175,0.06665222955182318,Other_Faults,Other_Faults
0,1,0,1666,0.28291431709622283,0.016316304865413522,0.053928657818061644,0.5528069208718186,0.022541656725929306,0.0014322087269455688,0.070059933895608,Other_Faults,Other_Faults
0,1,0,1556,0.09549319810348154,0.025820186827194665,0.10418226046365688,0.6515180171422865,0.022722546205710823,0.08494136642834896,0.015322424829321167,Other_Faults,Other_Faults
0,1,0,1268,0.4645384286980753,0.0074756876269099545,0.08072666060215032,0.3771969157711249,0.0515395601658206,0.007493921676784209,0.011028825459134962,Bumps,Other_Faults
0,1,0,1729,0.09907997925262514,0.005341338568409002,0.04359788576115379,0.7165777270741075,0.03795841559657165,0.0030231562555091966,0.09442149749162368,Other_Faults,Other_Faults
0,1,0,1913,0.16713272496591522,0.011054929831090821,0.08120167591772275,0.6496004335679382,0.006743070608735488,0.03520753563355268,0.04905962947504515,Other_Faults,Other_Faults
0,1,0,1671,0.4533554248457026,0.013362810921896931,0.0045847284437841715,0.38284157000379293,0.02709452102468543,0.005110963680730809,0.11364998107940759,Bumps,Other_Faults
0,1,0,1628,0.5653190762799856,0.009061480546362057,0.003751379601825772,0.2914689680980967,0.10972047226940188,0.002495073262474836,0.018183549941853273,Bumps,Other_Faults
0,1,0,1605,0.3375913495379241,0.013594533093473917,0.04026868087005654,0.421939680261517,0.04577627916959757,0.0015241886768202558,0.13930528839061107,Other_Faults,Other_Faults
0,1,0,1923,0.15738451814620372,0.012850079161726086,0.1062897527038448,0.5598405993327512,0.03172834644882537,0.00617458185089764,0.1257321223557517,Other_Faults,Other_Faults
0,1,0,1311,0.1291012381348708,0.04129581564850119,0.00735881295674817,0.3815396116015206,0.36517132111072886,0.0018014382101018867,0.07373176233752907,Other_Faults,Other_Faults
0,1,0,1675,0.3536690823724143,0.011735602217055545,0.006257566879433107,0.4923449223987682,0.042084620672603705,0.011742847198394371,0.08216535826133121,Other_Faults,Other_Faults
0,1,0,1293,0.07350484771691174,0.009014664898170596,0.017284405841813896,0.6242074045595222,0.24024334778328865,0.0011621209286857474,0.0345832082716076,Other_Faults,Other_Faults
0,1,0,1799,0.234092201441481,0.005127920339422886,0.0010452439237628956,0.45722006566629253,0.0593664412524653,0.009925842277777264,0.23322228509879836,Other_Faults,Other_Faults
0,1,0,1479,0.0629015703764862,0.028783636317532786,0.03030387171844599,0.7170627106554426,0.11923331294525064,0.00015384615384615385,0.0415610518329954,Other_Faults,Other_Faults
0,1,0,1704,0.018804357384408457,0.042361644895348397,0.059008314841462316,0.667320883992417,0.08897505620613588,0.0,0.12352974268022866,Other_Faults,Other_Faults
0,1,0,1653,0.2668043871425436,0.012783408268894436,0.034658161142031046,0.49625800188958746,0.13783456287717902,0.002504951240709755,0.049156527439054985,Other_Faults,Other_Faults
0,1,0,1559,0.3342970198453222,0.025188154675713777,0.006573430634865891,0.46784271235153135,0.06402546946622714,0.0030893029675638367,0.09898391005877646,Other_Faults,Other_Faults
0,1,0,1606,0.40181774244957813,0.02502614405824179,0.003090984295377834,0.2820997478257473,0.20735479124225198,0.0013854435650842835,0.07922514656371885,Bumps,Other_Faults
0,1,0,1367,0.17570750686473163,0.02548646815263434,0.01029688133503923,0.6962425176073442,0.028289159404141985,0.013055053210424055,0.05092241342568488,Other_Faults,Other_Faults
0,1,0,1388,0.12027686342345446,0.02814417284863454,0.04284860763015114,0.7352946491082931,0.014090359021783168,0.026075426347523162,0.033269921620161416,Other_Faults,Other_Faults
0,1,0,1935,0.1100613039318648,0.004252960927960928,0.09539081037162148,0.6952156819688728,0.008962207383260016,0.007183714145155298,0.07893332127126484,Other_Faults,Other_Faults
0,1,0,1537,0.1918143498050412,0.06333092164310888,0.004754297822060979,0.6025819223510976,0.03027742352002189,0.02629434834325225,0.08094673651541734,Other_Faults,Other_Faults
0,1,0,1794,0.4135991572614708,0.040877597041251934,0.003371089203230767,0.3329352822628513,0.11672904512253571,0.004375847062474611,0.08811198204618557,Bumps,Other_Faults
0,1,0,1295,0.16029334116652008,0.005437328842459651,0.04853051162542956,0.60818716642368,0.1397751155735028,0.003984548790058841,0.033791987578349766,Other_Faults,Other_Faults
0,1,0,1387,0.10984540208385996,0.01508908174785884,0.07652938665090356,0.7491966536745023,0.0112151287309182,0.013511222060421145,0.024613125051536126,Other_Faults,Other_Faults
0,1,0,1485,0.06031990364276442,0.018456450540246173,0.012385313889330635,0.7247312479757445,0.13793881604450892,0.0003192637858286047,0.04584900412157644,Other_Faults,Other_Faults
0,1,0,1874,0.17360073671054943,0.05363051101120695,0.0206233350519568,0.6445300123981257,0.018140437392410825,0.011630440241664129,0.07784452719408651,Other_Faults,Other_Faults
0,1,0,1523,0.060997231362142454,0.05973036603401202,0.044004533644695656,0.4828571558088079,0.1795940221574415,0.001385425101214575,0.17143126589168625,Other_Faults,Other_Faults
0,1,0,1812,0.17563320861553391,0.020406491384432554,0.07509007271625849,0.6057325263556935,0.00970439712792654,0.051234736856865144,0.0621985669432904,Other_Faults,Other_Faults
0,1,0,1888,0.16111096723167698,0.0159445826863798,0.011723608785294817,0.5143672346722945,0.17136306326082,0.0004575569358178054,0.12503298642771624,Other_Faults,Other_Faults
0,1,0,1608,0.48175691498770723,0.001957574285048054,0.013257993469467606,0.3563908430308176,0.10114738185017934,0.0042289886605369545,0.04126030371624352,Bumps,Other_Faults
0,1,0,1423,0.3015261478555993,0.01556961347606791,0.013260205815855967,0.4972908224736556,0.016331950131457856,0.004178023610376551,0.1518432366369868,Other_Faults,Other_Faults
0,1,0,1755,0.1525006986511437,0.014994369735108821,0.025813278743624067,0.2950284998942328,0.0312002358004799,0.010843265506423401,0.4696196516689873,Z_Scratch,Other_Faults
0,1,0,1418,0.39901779408617455,0.004741757735207036,0.008658896057264854,0.2918600097156842,0.11777578154348238,0.008984042494910706,0.16896171836727658,Bumps,Other_Faults
0,1,0,1308,0.27990585265250306,0.03904644745821026,0.007028374863944928,0.35553901677364835,0.1917561609903404,0.001215998594194232,0.12550814866715923,Other_Faults,Other_Faults
0,1,0,1561,0.08776473845881327,0.008486358866091464,0.07557632199688162,0.5714131157317511,0.03976204576131617,0.1624883590640334,0.054509060121113034,Other_Faults,Other_Faults
0,1,0,1517,0.07891541597226923,0.02149603896036701,0.015451968523615713,0.443402943529901,0.2894238184782304,0.0006216374269005847,0.15068817710871635,Other_Faults,Other_Faults
0,1,0,1797,0.22052139099813817,0.002460904574976404,0.006521065241947594,0.5298522820419878,0.04418118603294287,0.018611200463909437,0.177851970646098,Other_Faults,Other_Faults
0,1,0,1282,0.3610074429258124,0.004899954638312125,0.00813154142594293,0.44467269749152805,0.10159242727326881,0.002549128649128649,0.07714680759600696,Other_Faults,Other_Faults
0,1,0,1674,0.1065466317821855,0.067921017163342,0.024740309794326728,0.309643588172516,0.27927582760400205,0.003484686485734063,0.20838793899789415,Other_Faults,Other_Faults
0,1,0,1680,0.10179664600214398,0.03621731936268266,0.06960380600885534,0.36261344870663104,0.06960719340702265,0.0,0.3601615865126648,Other_Faults,Other_Faults
0,1,0,1903,0.14637076769127527,0.05521294311468911,0.005757838296968732,0.7200173803985918,0.0172502830741778,0.022854994723416774,0.03253579270088049,Other_Faults,Other_Faults
0,1,0,1409,0.5315941230490425,0.0038831332906636737,0.008011915580219478,0.33180585883977726,0.09498554209554541,0.01352567409997027,0.016193753044781344,Bumps,Other_Faults
0,1,0,829,0.20735025529303955,0.27690932630883003,0.02165182814240646,0.31983696710616605,0.08573689002407807,0.018670959818180937,0.06984377330729949,Other_Faults,Dirtiness
0,1,0,814,0.12687272094829152,0.10312042581243977,0.013083345226338515,0.44314742802073304,0.2462319856990454,0.003457291195669179,0.06408680309748328,Other_Faults,Dirtiness
0,1,0,856,0.02815102743906564,0.7025702223054497,0.008991526828574882,0.13031045816067166,0.09905250706240756,0.0005043404899051609,0.03041991771392558,Dirtiness,Dirtiness
0,1,0,862,0.1642711784815831,0.30067231728553323,0.0040683337949406675,0.3083524448504954,0.1894661482914848,0.008433104728169803,0.024736472567793964,Other_Faults,Dirtiness
0,1,0,861,0.16615556620511648,0.28991618612565495,0.004513384293817504,0.32037977414569097,0.15322402751931594,0.010697383127788758,0.05511367858261579,Other_Faults,Dirtiness
0,1,0,721,0.016658678575905132,0.0012023852735286492,0.8863818200503262,0.07513133255777917,0.011056684224003556,0.00032222222222222217,0.009246877096234816,K_Scratch,K_Scratch
0,1,0,607,0.0007087096314990761,8.339129663247592e-05,0.9805562266359371,0.017185163019188786,0.00041409124904952813,1.1695906432748537e-05,0.0010407222612605974,K_Scratch,K_Scratch
0,1,0,572,0.09789461199699652,0.002738453213453213,0.29735887570423125,0.4966690489390075,0.010309890477239172,0.008507908457211864,0.08652121121186056,Other_Faults,K_Scratch
0,1,0,530,0.006937728518556617,0.0019953465860769255,0.9206392067864634,0.05555293006464491,0.005968004905386107,0.0003079365079365079,0.008598846630936009,K_Scratch,K_Scratch
0,1,0,562,0.0037405047477656584,0.0005447291368076743,0.9649000346836459,0.0241963093328617,0.002967834539706581,1.1695906432748537e-05,0.003638891652780417,K_Scratch,K_Scratch
0,1,0,655,0.0007589857813220476,4.6354259595438885e-05,0.9889011925736299,0.009144745271718928,0.00041409124904952813,1.1695906432748537e-05,0.0007229349582516194,K_Scratch,K_Scratch
0,1,0,692,0.003311093957648467,8.339129663247592e-05,0.962831592620409,0.027963939700052242,0.0006056322349453529,0.0,0.00520435019031298,K_Scratch,K_Scratch
0,1,0,490,0.0013265832661742394,0.00021187150097474924,0.9864964744206998,0.007444451364508625,0.0024365526986680148,0.0,0.002084066748974656,K_Scratch,K_Scratch
0,1,0,403,0.029132441244739904,0.0016782922813630553,0.7986992382035457,0.14386402335961418,0.015539591444487683,0.0017676470588235294,0.00931876640742597,K_Scratch,K_Scratch
0,1,0,705,0.005436134357757203,0.0006452043259377653,0.9451851065017131,0.03971459908854055,0.005856934394237097,2.222222222222222e-05,0.003139799109592483,K_Scratch,K_Scratch
0,1,0,446,0.0017917940138553223,0.00020239282798896723,0.9881594760669926,0.007513475651824779,0.001028987047421479,0.0,0.0013038743919167066,K_Scratch,K_Scratch
0,1,0,555,0.023184245175349064,0.0011862590032945522,0.830953553380475,0.11147641421171761,0.010256849177665856,0.00034502923976608183,0.02259764981173221,K_Scratch,K_Scratch
0,1,0,610,0.0007379331497431003,4.6354259595438885e-05,0.9921670337746675,0.005959215961519433,0.00036964680460508374,1.1695906432748537e-05,0.0007081201434368046,K_Scratch,K_Scratch
0,1,0,658,0.0007291225770558756,8.339129663247592e-05,0.9822280870804667,0.015282401123355169,0.00041409124904952813,1.1695906432748537e-05,0.0012512107670077234,K_Scratch,K_Scratch
0,1,0,601,0.002866797319357208,0.0005072459569800272,0.9623768778703233,0.025500594374689687,0.0016758213007866385,1.1695906432748537e-05,0.007060967271430513,K_Scratch,K_Scratch
0,1,0,406,0.0030522292961394364,0.00038172789334640347,0.9606124720383667,0.023912088824840177,0.004723450562155401,0.0,0.007318031385151955,K_Scratch,K_Scratch
0,1,0,719,0.025675876340388634,0.003475150519978106,0.8747032030787458,0.07819913592079586,0.007710990444099251,0.0009005847953216374,0.009335058900670492,K_Scratch,K_Scratch
0,1,0,731,0.0408020733959029,0.0015603896103896105,0.7356153578369089,0.18746234186395042,0.02046880651077745,0.00025,0.01384103078207069,K_Scratch,K_Scratch
0,1,0,569,0.0022533346034826827,0.0007585338506123882,0.9658524815671042,0.02507777703825743,0.0016036108971758155,1.1695906432748537e-05,0.004442566136935196,K_Scratch,K_Scratch
0,1,0,523,0.07429122074053139,0.01044520034059508,0.6504187536497975,0.19133536825140773,0.024971194209034743,0.0010935672514619883,0.04744469555717128,K_Scratch,K_Scratch
0,1,0,506,0.0046285145255313956,0.0002789440758926863,0.9719747904715265,0.01699093003651394,0.002259719946103475,0.0,0.0038671009444319433,K_Scratch,K_Scratch
0,1,0,639,0.0012423230768772273,8.339129663247592e-05,0.9835887062047526,0.0125565700049951,0.00041409124904952813,1.1695906432748537e-05,0.0021032222612605974,K_Scratch,K_Scratch
0,1,0,663,0.0007589857813220476,4.6354259595438885e-05,0.9870196697298586,0.010838768115490222,0.00041409124904952813,1.1695906432748537e-05,0.0009104349582516193,K_Scratch,K_Scratch
0,1,0,462,0.0023425546888040105,0.0004096348700905895,0.9735247777214858,0.01615700433126015,0.0027908394542372015,0.0,0.004775188934122366,K_Scratch,K_Scratch
0,1,0,702,0.003478746809033048,0.000629609784027434,0.9594991894625262,0.032590001022805556,0.002592272740101759,1.1695906432748537e-05,0.0011984842750737332,K_Scratch,K_Scratch
0,1,0,625,0.001208709631499076,7.442268676700507e-05,0.9819652515809792,0.012926706505758894,0.0007474245823828616,1.1695906432748537e-05,0.0030657891061803837,K_Scratch,K_Scratch
0,1,0,722,0.01550690102828748,0.0015785118645159212,0.8890285963513949,0.07727151456268251,0.006333855501298673,1.1695906432748537e-05,0.010268924785387767,K_Scratch,K_Scratch
0,1,0,634,0.0019031540759435204,8.339129663247592e-05,0.976119913554079,0.02004030726987799,0.00041409124904952813,1.1695906432748537e-05,0.0014274466479849836,K_Scratch,K_Scratch
0,1,0,408,0.02837147525922898,0.002041928644999419,0.8143472293781037,0.12410671241217641,0.017265037979376945,0.0013449197860962566,0.012522696540018597,K_Scratch,K_Scratch
0,1,0,443,0.0033623729151217815,0.0012912867294931167,0.9463769715157866,0.032307298059973115,0.006337077309818949,0.0,0.010324993469805987,K_Scratch,K_Scratch
0,1,0,683,0.0019462783741209411,4.6354259595438885e-05,0.9666272758073738,0.02997732943317432,0.000404874659187777,1.1695906432748537e-05,0.0009861915601151246,K_Scratch,K_Scratch
0,1,0,493,0.003907159707276995,0.00021187150097474924,0.9863797869882226,0.007132366529616773,0.001404365749814399,0.0,0.0009644495240942734,K_Scratch,K_Scratch
0,1,0,501,0.005264811524617619,0.002206607405417889,0.9313583515230306,0.04865346961021859,0.006460602966635757,2.222222222222222e-05,0.00603393474785766,K_Scratch,K_Scratch
0,1,0,671,0.0023694940192998232,4.6354259595438885e-05,0.9433388070732771,0.051459035824674766,0.0008670164230981483,1.1695906432748537e-05,0.0019075964936222758,K_Scratch,K_Scratch
0,1,0,450,0.0031800202468614505,0.00020239282798896723,0.9745816480611588,0.01568602006862752,0.0016345811880868746,0.0004615384615384616,0.00425379914573783,K_Scratch,K_Scratch
0,1,0,495,0.0019433879008136931,0.0002789440758926863,0.9815319877443638,0.009562870932406056,0.002179416915800445,0.0,0.004503392430723429,K_Scratch,K_Scratch
0,1,0,519,0.005891417093038614,0.000933970837695265,0.9391422492479801,0.04226494513009939,0.0053549463374692905,2.222222222222222e-05,0.006390249131495671,K_Scratch,K_Scratch
0,1,0,496,0.002134988072413864,0.0002789440758926863,0.9806005221102666,0.011821858504025205,0.0026575963939799233,0.0,0.002506090843421843,K_Scratch,K_Scratch
0,1,0,520,0.0032572824447082366,0.0002884227488784683,0.9626206162347237,0.024077385669082484,0.004627943210695796,0.0,0.0051283496919115905,K_Scratch,K_Scratch
0,1,0,109,0.3673593763071981,0.0723109540405129,0.014699180710416204,0.3459385268655389,0.15256421702232134,0.00940845933579004,0.03771928571822304,Bumps,Pastry
0,1,0,45,0.1969125839857781,0.04375145126244496,0.006176335917694278,0.32599058065186337,0.341390835650418,0.00016637047163362952,0.08561184206016843,Pastry,Pastry
0,1,0,44,0.2972395885402951,0.023897844947516674,0.002821983860037425,0.32361217376303525,0.23266325326060663,0.002734900518686403,0.11703025510982303,Other_Faults,Pastry
0,1,0,15,0.06208628513338939,0.11949038945551112,0.04018559845438479,0.36671515133529675,0.3454178417275555,4.7477744807121664e-05,0.06605725614905543,Other_Faults,Pastry
0,1,0,139,0.16974123607078684,0.14036386548625002,0.014933998861052863,0.3767731855527774,0.24971524156871341,0.019252739834151576,0.029219732626268508,Other_Faults,Pastry
0,1,0,23,0.08812111370034938,0.018745097732462076,0.019925503440565272,0.42814350600088835,0.4148582989880612,0.0033305199816200267,0.026875960156054007,Other_Faults,Pastry
0,1,0,144,0.6143471307944132,0.017280170287283184,0.02783546641918231,0.2637937178710614,0.05533562194099492,0.015022683771404597,0.006385208915660606,Bumps,Pastry
0,1,0,41,0.17700452092658917,0.06425725739358419,0.010572953535546221,0.2980163009001746,0.38759337154199924,0.0015907946337294099,0.06096480106837779,Pastry,Pastry
0,1,0,87,0.2369318530470085,0.022668696874926106,0.01536432978018952,0.284502294760226,0.4250403010974337,0.0011549180848739865,0.014337606355342961,Pastry,Pastry
0,1,0,83,0.012521968852265553,0.03183069694233364,0.24572696194740212,0.4236819998966228,0.18315085491331776,0.0,0.10308751744805872,Other_Faults,Pastry
0,1,0,11,0.0501925792698257,0.07986923020022237,0.0208486733382431,0.5870168837972729,0.20563111003475146,0.0007976099135306296,0.055643913446153825,Other_Faults,Pastry
0,1,0,122,0.11620570805396391,0.019896929887170834,0.005422366919754727,0.3144906979548268,0.5107902560114821,0.0017761058906615422,0.03141793528214064,Pastry,Pastry
0,1,0,77,0.2435100052514831,0.01402055567357881,0.0060495036705563035,0.24006282082679858,0.2423129373839025,0.0021150777275699877,0.2519290994661112,Z_Scratch,Pastry
0,1,0,35,0.21635140074254994,0.0810269630315844,0.02967124163151207,0.2741690837424325,0.3865597218280375,0.004294895081033609,0.0079266939428506,Pastry,Pastry
0,1,0,13,0.07511404521531394,0.05265931628626958,0.013596262700347965,0.40853807995186586,0.42867782293502793,0.00047516143366728116,0.02093931147750783,Pastry,Pastry
0,1,0,112,0.07408227540739151,0.03129169832686745,0.017532868384930535,0.4413476550859528,0.4023877923856045,0.0018588337587066705,0.03149887665054682,Other_Faults,Pastry
0,1,0,321,0.0968742221970624,0.013260107401892396,0.0070998346688284746,0.1922956213727277,0.08141180449102252,1.0526315789473684e-05,0.6090478835526769,Z_Scratch,Z_Scratch
0,1,0,303,0.1107712082902922,0.0033558079518563456,0.0038049568227068995,0.17555414706961617,0.03373349129676677,0.0004888888888888889,0.6722914996798731,Z_Scratch,Z_Scratch
0,1,0,217,0.04798601849225527,0.012625284170560984,0.10755207698679072,0.33553422656748316,0.05322443819754378,0.0,0.44307795558536617,Z_Scratch,Z_Scratch
0,1,0,337,0.12603356166329283,0.011151508458861403,0.14648822723918917,0.5511621925904561,0.011237525658036493,0.018272529932307983,0.13565445445785623,Other_Faults,Z_Scratch
0,1,0,228,0.27407214116976963,0.002118561260430309,0.017210789544133194,0.2319156359965684,0.023919801548091084,0.002479003854332802,0.44828406662667447,Z_Scratch,Z_Scratch
0,1,0,249,0.34824807917318334,0.0057999831176134276,0.005024808726124515,0.24196771545373086,0.06538354085055606,0.0017830872636135796,0.33179278541517876,Bumps,Z_Scratch
0,1,0,184,0.08956803136471249,0.0068942836118761905,0.46194190328714935,0.22128729162683747,0.020187325537598624,0.0,0.20012116457182633,K_Scratch,Z_Scratch
0,1,0,274,0.1726059918366183,0.010582883265648171,0.014137796529562322,0.34017224533177637,0.010153408008810825,0.022656013307274098,0.42969166172031054,Z_Scratch,Z_Scratch
0,1,0,207,0.115947234249653,0.022338269597118935,0.016406936658760585,0.2933858182539302,0.04361047449169507,0.001093848257006152,0.5072174184918359,Z_Scratch,Z_Scratch
0,1,0,285,0.20215329532483034,0.01627976786065094,0.019787117563907084,0.29764461182919394,0.027316189364215496,0.007701408061544136,0.4291176099956581,Z_Scratch,Z_Scratch
0,1,0,293,0.2420326170811741,0.0015244737018290907,0.01190638659570005,0.25379008983068835,0.06097676854912212,0.005555649030117333,0.42421401521136903,Z_Scratch,Z_Scratch
0,1,0,255,0.266973781630252,0.004855999049569037,0.0034068356725000097,0.2788742388090382,0.034416335242745656,0.0029984040469334594,0.40847440554896186,Z_Scratch,Z_Scratch
0,1,0,251,0.22829621140026818,0.0071750377066435765,0.0018866550116550115,0.342505751261059,0.04265979611623962,0.00964546762117756,0.3678310808829574,Z_Scratch,Z_Scratch
0,1,0,331,0.11305714937672143,0.003243489843489844,0.17890468986379934,0.528649539784496,0.008300499088115186,0.009225850370819412,0.15861878167255872,Other_Faults,Z_Scratch
0,1,0,329,0.2621091002426823,0.02093215922515238,0.005316285978576219,0.3567732950510044,0.1584980891697087,0.01639164585819389,0.1799794244746823,Other_Faults,Z_Scratch
0,1,0,245,0.10740956810888534,0.007624363776739645,0.016613007593606902,0.3778310969316264,0.0053182978788201725,0.01021345492141158,0.47499021078890996,Z_Scratch,Z_Scratch
0,1,0,254,0.11251043019156483,0.0028427102026606114,0.004557326649177106,0.28558997905259925,0.0060351425320663175,0.0051949095306512184,0.5832695018412807,Z_Scratch,Z_Scratch
0,1,0,177,0.19722507956663524,0.005274167216706352,0.013486872945584975,0.27039328988755856,0.03890765491248711,0.010210019393261093,0.4645029160777669,Z_Scratch,Z_Scratch
0,1,0,275,0.18047707438301047,0.005733158489430913,0.07287982542017783,0.288279310531579,0.029030047304599325,0.004416904337492572,0.4191836795337104,Z_Scratch,Z_Scratch
0,1,0,761,0.0470611705070995,0.0040242183175798855,0.03646532193161713,0.16991668267081142,0.015262206737974541,0.7122810584207088,0.014989341414209103,Stains,Stains
0,1,0,804,0.069933975134351,0.008962939258030421,0.03838584654187091,0.2405376145733225,0.013725840178931867,0.6022330400651953,0.026220744248298414,Stains,Stains
0,1,0,782,0.016722875139975474,0.0027772929618119784,0.02620055032754574,0.05542557905071659,0.008706213237456522,0.8885472644147693,0.0016202248677248676,Stains,Stains
0,1,0,791,0.03163890828842146,0.0041530743286722046,0.03159445905702543,0.08052197237636302,0.008927543142333887,0.8295981728946166,0.013565869912567684,Stains,Stains
0,1,0,758,0.05845598350705647,0.005043348820262485,0.04177625348061189,0.0965841229993955,0.01162546353194562,0.7783521691881371,0.008162658472591539,Stains,Stains
0,1,0,790,0.016288251992784827,0.005757307683931963,0.024978280529280555,0.049498757986763633,0.005184649958114606,0.897794794991168,0.0004979568579568579,Stains,Stains
0,1,0,742,0.13154508360266992,0.02336650799374698,0.047203149338649414,0.4596744063838901,0.024989834644856664,0.2732986466116524,0.03992237142453523,Other_Faults,Stains
0,2,0,902,0.40586757169102744,0.010237623131881372,0.02153066186720949,0.37481024598113133,0.031086074364678765,0.012127021780377953,0.1443408011836942,Bumps,Bumps
0,2,0,1015,0.336670444146446,0.018201827706571753,0.004860100330794623,0.39549087846743874,0.16597711159494405,0.004328907107769451,0.07447073064603593,Other_Faults,Bumps
0,2,0,1037,0.32826158245548953,0.04194882212045048,0.014667828213455978,0.4645615895611013,0.06942708194693495,0.01914676872380236,0.0619863269787663,Other_Faults,Bumps
0,2,0,878,0.19625428994036234,0.07341284455734286,0.02427019051299614,0.3786604834442059,0.28965845533303286,0.013347613675340847,0.02439612253671935,Other_Faults,Bumps
0,2,0,921,0.5618228598101744,0.0026132119514472455,0.028268980273179586,0.3339362548022847,0.017412518321032248,0.003590707916114675,0.052355466925766925,Bumps,Bumps
0,2,0,1199,0.2720722047162032,0.019775476201159332,0.016510669985404135,0.5757352552402025,0.013696627028432565,0.011877026325917084,0.09033274050268153,Other_Faults,Bumps
0,2,0,1034,0.2115290344546389,0.004057738366855017,0.008042217231967252,0.4190256367918253,0.13628318552287527,0.04319971891267284,0.1778624687191663,Other_Faults,Bumps
0,2,0,1105,0.19697571420750623,0.0761834530118121,0.03790466566158767,0.5079384056253562,0.09648099699201403,0.025490736368076406,0.05902602813364796,Other_Faults,Bumps
0,2,0,1000,0.2095580069575411,0.04020677818763811,0.05881802691895443,0.35332364306525915,0.054274970178560394,0.000408714239246604,0.2834098604528003,Other_Faults,Bumps
0,2,0,987,0.25103563469063667,0.02079107387840613,0.002110029573304012,0.30678900717093166,0.3300205952594175,0.00014226622036966866,0.08911139320693459,Pastry,Bumps
0,2,0,890,0.6058771702545285,0.0052521137376203755,0.017082456888644515,0.2520716069379742,0.043539630727584405,0.006520175823380564,0.06965684563026751,Bumps,Bumps
0,2,0,1069,0.4638649486775423,0.004137765558658836,0.01851561807484701,0.36857130664854604,0.030756161911912282,0.03023182164760327,0.08392237748089075,Bumps,Bumps
0,2,0,990,0.2672089697716487,0.05227082812352251,0.0012023829251598245,0.30882481009632395,0.2785129203461087,0.0009029686025405651,0.09107712013469661,Other_Faults,Bumps
0,2,0,1226,0.6529915864746174,0.0062551539126801635,0.0031147913225594024,0.2539972851198335,0.016981408959942667,0.0030371431206806,0.0636226310896868,Bumps,Bumps
0,2,0,1060,0.5182538793300662,0.003292103859799578,0.011799591059396498,0.3946961830004449,0.03329423580550862,0.012630399706686835,0.02603360723809744,Bumps,Bumps
0,2,0,1039,0.4850938061342128,0.0034068614871388737,0.00820308997993988,0.33560842860994716,0.11739723720208817,0.02923028721271959,0.021060289373953742,Bumps,Bumps
0,2,0,876,0.15702658658066682,0.04543920662060342,0.010730392377839286,0.36752864606760927,0.36268576335461566,0.0029591447720027724,0.053630260226663486,Other_Faults,Bumps
0,2,0,1003,0.44798019288286706,0.0036400124439984706,0.007383125055722309,0.4190491696837693,0.06333439403471598,0.014585860215445794,0.04402724568348144,Bumps,Bumps
0,2,0,1053,0.4831198000348338,0.0026565915957269433,0.006650587990629668,0.429046899121184,0.03267678966343876,0.008918548642150352,0.03693078295203666,Bumps,Bumps
0,2,0,1143,0.47976428980952074,0.00645602100147228,0.01479536397426821,0.289791454724764,0.06381241269251667,0.0005664880165193813,0.14481396978093924,Bumps,Bumps
0,2,0,898,0.5600552930191681,0.0015322640499586897,0.009593876878738992,0.28449953937273276,0.07287010569358389,0.04954767719864207,0.02190124378717525,Bumps,Bumps
0,2,0,1152,0.13852300959031189,0.005209891271284563,0.3775632339315874,0.3235614379950608,0.023920162428334175,0.0034135945148463655,0.12780867026857476,K_Scratch,Bumps
0,2,0,961,0.5180864136419592,0.006077736972228792,0.008256997140677064,0.3126872017016256,0.04159030772589624,0.0075045782521279995,0.10579676456548495,Bumps,Bumps
0,2,0,1170,0.6631837056292761,0.0007743941128738476,0.031082963113548686,0.2568508978450939,0.021100273317561185,0.009294973773370326,0.01771279220827586,Bumps,Bumps
0,2,0,1009,0.5755978178527614,0.004908177935180452,0.005016782807769479,0.3026110958137028,0.04401280484560413,0.005872643528127603,0.06198067721685406,Bumps,Bumps
0,2,0,953,0.17829898063669128,0.03640264000106966,0.025695869285589996,0.4052939111641608,0.1744912535332734,0.00016666666666666666,0.17965067871254842,Other_Faults,Bumps
0,2,0,1189,0.3414932071689883,0.043820082522205636,0.045220204571379555,0.42206470361880205,0.06958650836091373,0.029659351996518313,0.048155941761192735,Other_Faults,Bumps
0,2,0,1055,0.5411472284047486,0.014665007598000946,0.01638405832538782,0.32155818959727556,0.046202098909920386,0.004049870845682262,0.055993546318984726,Bumps,Bumps
0,2,0,1204,0.5533915537171468,0.003734994681485322,0.004013252081298874,0.35458564966740735,0.025776533845691386,0.0026259923793612505,0.055872023627609006,Bumps,Bumps
0,2,0,1206,0.6346510241696384,0.0025347495935381685,0.006096389654377271,0.260514874514014,0.004610353674122352,0.0031568973424236577,0.08843571105188615,Bumps,Bumps
0,2,0,1207,0.5604528879868215,0.0048729425552605414,0.004937916875006659,0.3111193414466557,0.0058008702333746075,0.004546831258733937,0.10826920964414731,Bumps,Bumps
0,2,0,964,0.532343241758625,0.0023828849770448674,0.01714002892053506,0.34704509509637177,0.05626890119406749,0.0029248823999137646,0.041894965653442424,Bumps,Bumps
0,2,0,1090,0.4541510855748458,0.0084447186653665,0.07997802096102595,0.34653486008691603,0.04815231233571171,0.044696227433550825,0.01804277494258354,Bumps,Bumps
0,2,0,996,0.1620313062161808,0.09414046897841157,0.020781085769605835,0.5974763117216703,0.03385981203504291,0.01002368018691548,0.08168733509217306,Other_Faults,Bumps
0,2,0,886,0.18378685724782334,0.005449397365621232,0.05576142287252893,0.5947114876120234,0.026503498619309052,0.06591441823214376,0.06787291805055017,Other_Faults,Bumps
0,2,0,1148,0.3245542323947823,0.0063322034339929065,0.055728911912443425,0.40346526642559327,0.018082737168307234,0.0019834185848252345,0.1898532300800561,Other_Faults,Bumps
0,2,0,1130,0.3146354229617189,0.021932429360328545,0.044151004314641126,0.43650704450688027,0.040203193295024496,0.03859454186373843,0.1039763636976681,Other_Faults,Bumps
0,2,0,1045,0.4875326309180158,0.005040667025014809,0.008027082477533361,0.3897412232065343,0.04099859432201022,0.002970800682734725,0.06568900136815665,Bumps,Bumps
0,2,0,1231,0.49573172513581487,0.025398768932326163,0.019975993522730287,0.38330307695016774,0.01869081154877176,0.006601284140695906,0.050298339769493224,Bumps,Bumps
0,2,0,1242,0.4466030352141109,0.024065858177984976,0.04432991482496222,0.3911980380859998,0.07234968227843917,0.0046100585299067515,0.01684341288859633,Bumps,Bumps
0,2,0,1466,0.3582004026946607,0.0036923723586441476,0.058910687472430175,0.43332663909257596,0.09508243384344793,0.023911201144260277,0.026876263393981272,Other_Faults,Other_Faults
0,2,0,1470,0.3727788705518465,0.016720921493600407,0.04720027196608029,0.3890309288718179,0.12089984367591004,0.03753706167535207,0.015832101765393215,Other_Faults,Other_Faults
0,2,0,1786,0.20639670349162084,0.003156642862760772,0.04369110347988361,0.6394371359529829,0.008231351498196668,0.023178311089323896,0.07590875162523088,Other_Faults,Other_Faults
0,2,0,1590,0.10070988016526967,0.050200506973878234,0.004682193008494964,0.45254628469946157,0.3702066888720733,0.0016328744848183641,0.020021571796004466,Other_Faults,Other_Faults
0,2,0,1756,0.2116642636391721,0.03162314842147182,0.008414871242724435,0.23956683316368188,0.1577379436086285,0.007197725438615179,0.34379521448570693,Z_Scratch,Other_Faults
0,2,0,1438,0.6451328512761682,0.0020614888658854087,0.004491026283683471,0.2897065020899156,0.03325105785141416,0.0005448064656178815,0.024812267167314977,Bumps,Other_Faults
0,2,0,1319,0.18232745731578567,0.04603351501162624,0.05830015591577967,0.5079676159450245,0.17446060922690113,0.014204699232339253,0.016705947352543892,Other_Faults,Other_Faults
0,2,0,1809,0.5211096207041273,0.004856909278461004,0.013519397301174898,0.2986725737289583,0.11828755765548205,6.390293225480283e-05,0.04349003839954125,Bumps,Other_Faults
0,2,0,1726,0.16383351491430115,0.01593932619534215,0.03982852326323864,0.5411814455892204,0.17103709499573386,0.004481826703804523,0.0636982683383599,Other_Faults,Other_Faults
0,2,0,1425,0.46507956336936435,0.0029806817817732817,0.01834605094322009,0.36041959681448804,0.08669991463768548,0.011635427252452826,0.05483876520101667,Bumps,Other_Faults
0,2,0,1781,0.1559102444033157,0.004586913664987526,0.03410416419080761,0.6966108478430426,0.013719117609911501,0.010917313403568085,0.08415139888436719,Other_Faults,Other_Faults
0,2,0,1357,0.1678023450031948,0.00914416503950329,0.05927845242150344,0.6079730530278582,0.007704377916753616,0.05467692842863397,0.09342067816255273,Other_Faults,Other_Faults
0,2,0,1356,0.09657165296510414,0.011786523447983078,0.1602852277862942,0.6529677138855274,0.014439836645794516,0.007602815356298328,0.056346229912998314,Other_Faults,Other_Faults
0,2,0,1304,0.06849907189771176,0.07696426173647848,0.02115481309235854,0.5624413948351447,0.2152991885835956,0.016670098736940527,0.03897117111777045,Other_Faults,Other_Faults
0,2,0,1624,0.14975016148716416,0.02280071987779192,0.025542049613406333,0.3231949080875413,0.07904559479798333,4.987531172069825e-06,0.3996615786049416,Z_Scratch,Other_Faults
0,2,0,1914,0.13695600395349955,0.007667063279003084,0.07038719736897078,0.6814666682845569,0.006211972051187738,0.06282759382654846,0.03448350123623335,Other_Faults,Other_Faults
0,2,0,1353,0.25161882581897915,0.013115484688198249,0.0818204066927137,0.32181246044175377,0.04429684327208802,0.2672628586039552,0.020073120482312492,Other_Faults,Other_Faults
0,2,0,1833,0.12198221139856344,0.029515969515988456,0.24899038970880968,0.5082279662889364,0.02276977242103278,0.04529300883287204,0.023220681833797552,Other_Faults,Other_Faults
0,2,0,1599,0.23870869961437866,0.008679949568653119,0.01726809384162639,0.508903409076227,0.12307815165980805,0.006969017363532149,0.09639267887577488,Other_Faults,Other_Faults
0,2,0,1496,0.22487939087064887,0.007724946888014532,0.022702108785207335,0.5373271909403028,0.16176901848951308,0.00410473733962073,0.04149260668669249,Other_Faults,Other_Faults
0,2,0,1275,0.16229440232020664,0.007273497471089178,0.020744375789102543,0.29928452465989974,0.04739715215516041,0.4379697547073049,0.025036292897236807,Stains,Other_Faults
0,2,0,1852,0.17059850819440103,0.0084657019163514,0.08221342407673649,0.6784416694486539,0.005681886153062623,0.019702852294054326,0.034895957916740626,Other_Faults,Other_Faults
0,2,0,1638,0.4185375727899171,0.011277990899906196,0.028142353054396337,0.39602093412614,0.052185857813724416,0.06125075836964781,0.03258453294626818,Bumps,Other_Faults
0,2,0,1778,0.1456311387533663,0.008573382670850007,0.05357553734735462,0.7073752702441298,0.01479788718436593,0.004970071758307052,0.06507671204162653,Other_Faults,Other_Faults
0,2,0,1845,0.10887387994683263,0.018123006900088917,0.06748500942577383,0.7056168744899752,0.039363599065870204,0.014734203772780587,0.04580342639867883,Other_Faults,Other_Faults
0,2,0,1497,0.1319371703931872,0.017332769935414195,0.017228705242980053,0.5128544327179346,0.2783483049698251,0.003165193130159631,0.03913342361049939,Other_Faults,Other_Faults
0,2,0,1551,0.32684162419830026,0.03706269272458295,0.06910436032558934,0.4041787969281309,0.06328952076344997,0.059592642196620325,0.03993036286332651,Other_Faults,Other_Faults
0,2,0,1586,0.2091379633872621,0.007516052165723095,0.02659982477364695,0.3970499335237717,0.013331428563744991,0.009679933064075127,0.33668486452177615,Other_Faults,Other_Faults
0,2,0,1895,0.23933922091900234,0.023088166875128192,0.011729502796856037,0.6326739590004643,0.013256822976794053,0.009880053874127345,0.07003227355762832,Other_Faults,Other_Faults
0,2,0,1773,0.11621192361499488,0.0038347691821509844,0.031058481578008067,0.7882495229028559,0.005376063642240114,0.018605595292287655,0.03666364378746355,Other_Faults,Other_Faults
0,2,0,1346,0.3588514450564484,0.008197660830278546,0.06290630471722697,0.3480984041361156,0.1950907066613999,0.006403408801402254,0.02045206979712841,Bumps,Other_Faults
0,2,0,1733,0.1439781480075568,0.007526968179659158,0.09745340139929073,0.5848862015256449,0.020190221438676728,0.013606830055049868,0.13235822939412198,Other_Faults,Other_Faults
0,2,0,1343,0.3138205851599245,0.023134519261837194,0.03559922576421036,0.45563954529649153,0.11441713499576082,0.018059277854783548,0.03932971166699309,Other_Faults,Other_Faults
0,2,0,1707,0.036915155718104276,0.03207089002487848,0.08211430003286746,0.6322090990134703,0.09803499271821253,0.0003686238948084335,0.11828693859765857,Other_Faults,Other_Faults
0,2,0,1331,0.27957979084752227,0.04473433248859019,0.028810612829713,0.49298944062496786,0.08783991910935438,0.01457006804741447,0.05147583605243821,Other_Faults,Other_Faults
0,2,0,1421,0.44483594269718935,0.014546075737599353,0.05975746240109709,0.36969021631899185,0.029232992291995247,0.010067466840836762,0.07186984371229087,Bumps,Other_Faults
0,2,0,1741,0.15316394408728784,0.011552206911560005,0.06983777801698698,0.6804789248458364,0.024109254523379874,0.012559649641546192,0.048298241973402566,Other_Faults,Other_Faults
0,2,0,1627,0.6145347622245287,0.00948806373191343,0.007281544315071154,0.2801544146902784,0.016990008272704523,0.0029613757144982167,0.06858983105100562,Bumps,Other_Faults
0,2,0,1701,0.1033831606057845,0.007863328220773663,0.02304397670193908,0.704415485754445,0.03743204443099774,0.0,0.12386200428606,Other_Faults,Other_Faults
0,2,0,1890,0.35142613136011913,0.010255641458121603,0.009909579706426093,0.5194956702730094,0.01340303231232472,0.00814965506975223,0.08736028982024704,Other_Faults,Other_Faults
0,2,0,1699,0.04830443162721425,0.05555223979355304,0.023939982861381232,0.6084885747449519,0.22204128594297196,0.0006678382450359373,0.041005646784891846,Other_Faults,Other_Faults
0,2,0,1545,0.4363052655076974,0.034476583896464734,0.0919163445418368,0.34854629414416716,0.05170066727753396,0.024825687131067156,0.0122291575012327,Bumps,Other_Faults
0,2,0,1317,0.16945570358610199,0.024648812164132776,0.04481217136945927,0.6495711035260705,0.05798629224011063,0.011699941116924831,0.041825975997199956,Other_Faults,Other_Faults
0,2,0,1454,0.45181086308102986,0.02255153551706687,0.02093430176448014,0.3684600448789235,0.12492881465680243,0.0070660271223828485,0.004248412979314915,Bumps,Other_Faults
0,2,0,1811,0.17105186292548266,0.06141107807275756,0.006073736115952766,0.4890981168257296,0.22540997006643632,0.005913019650106958,0.04104221634353398,Other_Faults,Other_Faults
0,2,0,1313,0.029494577151512973,0.07988438605645937,0.028572886800952595,0.5136852229882924,0.2404378871536695,0.0003153489931911174,0.10760969085592248,Other_Faults,Other_Faults
0,2,0,1315,0.08485980684637294,0.059263067078636794,0.010980641895178118,0.44073059130330616,0.2557465427644723,0.0011192690497427529,0.147300081062291,Other_Faults,Other_Faults
0,2,0,1782,0.11109223414710888,0.004536088466379153,0.3154172555938374,0.49050160991083813,0.0160480717551463,0.002930139958081134,0.05947460016860918,Other_Faults,Other_Faults
0,2,0,1652,0.36278865628546686,0.006853714699525625,0.07501349658628931,0.36128899747884885,0.16334906563465426,0.005163320297827227,0.02554274901738801,Bumps,Other_Faults
0,2,0,1846,0.08178360063546256,0.029312001504708293,0.10170852816498599,0.6511961983349978,0.0789061225139871,0.014720976803671262,0.04237257204218678,Other_Faults,Other_Faults
0,2,0,1272,0.043293414112069765,0.0626987067882318,0.07370860007144156,0.4453375785567058,0.2446910515849596,4.5803857702682066e-05,0.13022484502888904,Other_Faults,Other_Faults
0,2,0,1362,0.12401730159677335,0.012055624231506601,0.07479958829213229,0.7365669099850751,0.01731674219694757,0.008595431584061883,0.026648402113503063,Other_Faults,Other_Faults
0,2,0,1582,0.043969754162996706,0.016960562757687363,0.007065485798714483,0.6320473307080221,0.10663441686257831,0.0,0.19332244971000098,Other_Faults,Other_Faults
0,2,0,1372,0.217797460673998,0.009574741147970245,0.005825462765575406,0.48372480965276204,0.008643003865136724,0.014224725695937033,0.2602097961986208,Other_Faults,Other_Faults
0,2,0,1329,0.12771314045617882,0.022759903312151455,0.03542413072353901,0.6969686488680581,0.061264372069597256,0.008300200122528408,0.047569604447947555,Other_Faults,Other_Faults
0,2,0,1934,0.11281069748738284,0.002883975151832295,0.0972699978920171,0.6673723462808977,0.012957621710144642,0.0038077858416093713,0.10289757563611653,Other_Faults,Other_Faults
0,2,0,1410,0.4462426677159552,0.006050526013449944,0.006158800910142476,0.34339782594488244,0.07013173199214791,0.09318698529204579,0.03483146213137704,Bumps,Other_Faults
0,2,0,1442,0.5115772527229422,0.0034144795633532688,0.011399436012156431,0.3679987655630298,0.049045172413113326,0.003202913004308354,0.05336198072109699,Bumps,Other_Faults
0,2,0,1534,0.3412490292001675,0.0030440381846340283,0.00629006342927828,0.4656332168636105,0.08719958365227734,0.0005336371165542294,0.09605043155347913,Other_Faults,Other_Faults
0,2,0,1573,0.08405534379575302,0.041568631046775974,0.05603906743754366,0.44344753513651275,0.202444988474965,0.0002142073893280982,0.1722302267191216,Other_Faults,Other_Faults
0,2,0,1402,0.3492737893977711,0.010110783629668463,0.07922382959527965,0.44680514358130874,0.07051745797639176,0.012132269776712345,0.031936726042868034,Other_Faults,Other_Faults
0,2,0,1349,0.3335904735143008,0.004431720230464712,0.01743189344913312,0.4306854518856525,0.10813157939028999,0.002063417937913226,0.1036654635922461,Other_Faults,Other_Faults
0,2,0,1509,0.24927992475027058,0.04738806694973819,0.018988925958668267,0.5362292604290323,0.08213343714418744,0.013354082966062766,0.052626301802040705,Other_Faults,Other_Faults
0,2,0,1763,0.15714005688696306,0.008375548432908737,0.252154421846724,0.446326657262152,0.015615474414792923,0.006360949997714704,0.11402689115874515,Other_Faults,Other_Faults
0,2,0,1732,0.2513668162542409,0.0068942434408676805,0.0648785389567525,0.5065688214654356,0.10648521754635,0.007283486854661057,0.056522875481692596,Other_Faults,Other_Faults
0,2,0,1644,0.34345805142815933,0.06658107292110921,0.05786632632067984,0.3618061716044439,0.08563945477844709,0.05807390959327246,0.026575013353888347,Other_Faults,Other_Faults
0,2,0,1377,0.08544688788318498,0.00686666770621879,0.2068452493423151,0.6376941796587845,0.022575891369473248,0.00024147812971342383,0.04032964591031035,Other_Faults,Other_Faults
0,2,0,1691,0.12258264117458088,0.010114244001216893,0.06761941981680838,0.5876288512670351,0.02827914445570099,0.05676760379428809,0.12700809549036987,Other_Faults,Other_Faults
0,2,0,833,0.12516193747679416,0.14755906923791776,0.003688241943814699,0.6589474973002027,0.03013229923913867,0.013445107236431773,0.02106584756570028,Other_Faults,Dirtiness
0,2,0,815,0.07155856870357245,0.20023442105968242,0.014038077958840534,0.3008933693092423,0.3473330604939359,0.0019034324338247574,0.0640390700409022,Pastry,Dirtiness
0,2,0,819,0.14628055905755882,0.33943722273108123,0.010347454267536582,0.3340970789277915,0.10478999357932396,0.012165116710022092,0.05288257472668691,Dirtiness,Dirtiness
0,2,0,849,0.037259134937937616,0.6308369632382194,0.016661642568761518,0.1700972429375722,0.11126169643741333,0.0024903030602341602,0.03139301681986238,Dirtiness,Dirtiness
0,2,0,832,0.22194986797798946,0.15475242408023077,0.010566943811337404,0.5251734150800696,0.026716868156334454,0.008010540759325925,0.052829940134712726,Other_Faults,Dirtiness
0,2,0,409,0.0024882402613315155,0.0004956367311110148,0.9519567945385535,0.027490159437203444,0.004418495622639347,0.0,0.013150673409161442,K_Scratch,K_Scratch
0,2,0,379,0.1104851585463849,0.005268984250605073,0.67220925259937,0.17162630534480602,0.02282373369921177,0.011270972052407496,0.0063155935072148625,K_Scratch,K_Scratch
0,2,0,402,0.0010634751805855738,0.0004956367311110148,0.9755904166361363,0.01614833209475331,0.002006165840462237,0.0,0.004695973516951534,K_Scratch,K_Scratch
0,2,0,544,0.0034972213080767243,0.0007714285714285713,0.9403962652660485,0.03933516265768947,0.00953192420200262,0.0004,0.006067997994754578,K_Scratch,K_Scratch
0,2,0,499,0.0011344704170714818,0.0004086802093718844,0.982164515998358,0.010844060203438819,0.001477818288382831,0.0,0.00397045488337689,K_Scratch,K_Scratch
0,2,0,442,0.0005150616483805859,0.00021875,0.9935105775477578,0.004556342905479257,0.0004066883448800065,0.0,0.0007925795535022407,K_Scratch,K_Scratch
0,2,0,534,0.1106147017681134,0.0029499033130612074,0.14574199286353784,0.6193341016531365,0.014327193528566526,0.006719362861081128,0.10031274401250437,Other_Faults,K_Scratch
0,2,0,392,0.00684062014789467,0.0005485636645962733,0.9273067676352695,0.049838859999014044,0.006087829659600504,0.0,0.00937735889362488,K_Scratch,K_Scratch
0,2,0,525,0.00837553667317667,0.0001153846153846154,0.9442806976186247,0.035819361983884135,0.002756237026233948,0.0,0.008652782082695935,K_Scratch,K_Scratch
0,2,0,684,0.12452730908701502,0.006207308377896612,0.24936601612388168,0.46970663141485003,0.01720755565574967,0.00741519907826789,0.12556998026233931,Other_Faults,K_Scratch
0,2,0,400,0.010662598352907974,0.0004289036544850499,0.8970538976697444,0.06854708993068,0.004748308624266373,0.002,0.016559201767916597,K_Scratch,K_Scratch
0,2,0,468,0.0008832369343969515,0.0004086802093718844,0.985546747429281,0.010273440986271032,0.0013661088866734298,0.0,0.0015217855540058042,K_Scratch,K_Scratch
0,2,0,629,0.00040110432271868007,0.0,0.9836941011623778,0.01379146657160794,0.0001866337956215433,0.0,0.0019266941476741642,K_Scratch,K_Scratch
0,2,0,554,0.0037390136944343275,0.0,0.9441419584955224,0.03514703328583753,0.00815533690041532,0.0,0.008816657623790518,K_Scratch,K_Scratch
0,2,0,733,0.048368057897891656,0.0021241626794258374,0.6365244532071869,0.26555362451026654,0.022443908218034322,0.001206043956043956,0.02377974953115094,K_Scratch,K_Scratch
0,2,0,354,0.1233102886880203,0.004022350153878278,0.4470493033085995,0.3613368231981252,0.04765967981671672,0.0054506766729345065,0.011170878161725531,K_Scratch,K_Scratch
0,2,0,509,0.0018878849611837004,0.0004086802093718844,0.9805904870305897,0.012454573616993845,0.001477818288382831,0.0,0.0031805558934779004,K_Scratch,K_Scratch
0,2,0,653,0.0008309675269848518,0.0,0.9905792818224257,0.007742465935776098,0.0001866337956215433,0.0,0.0006606509191917985,K_Scratch,K_Scratch
0,2,0,579,0.0015000849160192297,0.0,0.9768946354856068,0.01556635081916003,0.003668121400126322,0.0,0.002370807379087675,K_Scratch,K_Scratch
0,2,0,364,0.0827041767356909,0.004224483495020573,0.6147723134493364,0.23379321209670226,0.03134213888935242,0.028041648472241557,0.005122026861655133,K_Scratch,K_Scratch
0,2,0,563,0.007171588517548637,0.0018888888888888887,0.9498359063526665,0.03070472601315598,0.004049908877881542,0.0,0.006348981349858244,K_Scratch,K_Scratch
0,2,0,673,0.0005665040426927263,0.0,0.9788839421498563,0.01960441941145432,0.0001866337956215433,0.0,0.0007585006003748129,K_Scratch,K_Scratch
0,2,0,405,0.009939813839712411,0.0018487594098150887,0.8942071922913635,0.06502599042259267,0.00971342345631547,0.0,0.019264820580201323,K_Scratch,K_Scratch
0,2,0,466,0.0022762674564613936,0.0,0.9907980608882043,0.005420546269029168,0.0003476605671022288,0.0,0.0011574648192027232,K_Scratch,K_Scratch
0,2,0,578,0.005099120714810248,0.0005,0.9482141104636497,0.0375088052702781,0.001875388669847401,0.0005497076023391812,0.006252867279075408,K_Scratch,K_Scratch
0,2,0,588,0.0019123892783235923,0.0002,0.9622703718370729,0.022937523590317314,0.005299972881977803,0.0,0.007379742412308422,K_Scratch,K_Scratch
0,2,0,528,0.008971372249438768,0.0,0.9258674925057119,0.04772661483752143,0.004658228513008044,0.0,0.012776291894319681,K_Scratch,K_Scratch
0,2,0,573,0.003818979443276368,0.0,0.9562701131828183,0.03370587143989367,0.002678655310660232,0.00010526315789473683,0.003421117465456531,K_Scratch,K_Scratch
0,2,0,449,0.09595451300339047,0.014005726064303552,0.3721383461547087,0.36290509242079194,0.03224855805044471,0.0009758853639894073,0.12177187894237182,K_Scratch,K_Scratch
0,2,0,456,0.0008832369343969515,0.0004086802093718844,0.9892931129059094,0.006286184821383286,0.0008122627328272759,0.0,0.0023165223961110694,K_Scratch,K_Scratch
0,2,0,350,0.08022925302778805,0.015317349363277433,0.2962692182399426,0.5069357675653331,0.04445734172265008,0.008695280363955206,0.048095789717053916,Other_Faults,K_Scratch
0,2,0,445,0.0011923189908852262,0.000404796511627907,0.9856815931576889,0.009199316447003125,0.0006754221950092056,0.0,0.0028465526977854644,K_Scratch,K_Scratch
0,2,0,561,0.0067456762390989645,0.0005714285714285714,0.9458688890808645,0.035897490666367916,0.004782095640586952,0.0,0.006134419801653241,K_Scratch,K_Scratch
0,2,0,517,0.003700836238629687,0.0,0.9621115312976243,0.02947258438817309,0.001186967406964329,0.0,0.0035280806686084558,K_Scratch,K_Scratch
0,2,0,510,0.002710734217839207,0.0008804410067140771,0.9682501473266955,0.018656018191880345,0.0025254410274009186,0.0,0.006977218229469921,K_Scratch,K_Scratch
0,2,0,558,0.007503672499258886,0.0005714285714285714,0.9514089003944062,0.02806987726695052,0.006733326394581286,0.0,0.005712794873374986,K_Scratch,K_Scratch
0,2,0,644,0.04331403114687344,0.009298290405094039,0.7337454567857556,0.14696670072573417,0.0070861957108620715,0.0046411968013011645,0.054948128424379586,K_Scratch,K_Scratch
0,2,0,464,0.0013276813788413958,0.0004086802093718844,0.9853110331435666,0.010064710827540875,0.0013661088866734298,0.0,0.0015217855540058042,K_Scratch,K_Scratch
0,2,0,590,0.057122416535877546,0.005531143896606756,0.6755145631755319,0.18017477923346611,0.014056759514311639,0.0022516908278753666,0.06534864681633042,K_Scratch,K_Scratch
0,2,0,46,0.42913202484977636,0.021569581950424802,0.0020261360792006556,0.3157995949471838,0.14279756539352886,0.004333221907966671,0.0843418748719193,Bumps,Pastry
0,2,0,16,0.03285895139943579,0.023420172458948767,0.19653633383125266,0.4561711023401057,0.18523218531594438,4.987531172069825e-06,0.10577626712314117,Other_Faults,Pastry
0,2,0,67,0.22991684506256788,0.0099932601858344,0.006136669700752152,0.36602531755659423,0.14813981597314207,0.009839718555047557,0.2299483729660624,Other_Faults,Pastry
0,2,0,151,0.24222795055841023,0.013076828528457197,0.01200437243428235,0.2550057145335752,0.202176110721545,0.004460330007812187,0.27104869321591857,Z_Scratch,Pastry
0,2,0,71,0.2190684023120003,0.023901970073626523,0.0030954872053291496,0.28445544169152415,0.4069945699506692,0.00014226622036966866,0.06234186254648085,Pastry,Pastry
0,2,0,39,0.16662752739922282,0.023432824969771043,0.015986324642060575,0.4662925100573341,0.2964714705360128,0.0014068806793628586,0.02978246171623637,Other_Faults,Pastry
0,2,0,85,0.27900025976202,0.029352015649274518,0.05663469801833928,0.4725696641072391,0.10946438091564324,0.014951163599917551,0.038027817947566996,Other_Faults,Pastry
0,2,0,99,0.3207566722938272,0.04632155096074733,0.017483236770568764,0.3696196951679822,0.21930196859231094,0.010575165896273836,0.0159417103182904,Other_Faults,Pastry
0,2,0,29,0.1672895099646917,0.01319731943384283,0.05852036310176196,0.2702528056971338,0.4509662569661089,0.000430192071859466,0.03934355276460236,Pastry,Pastry
0,2,0,86,0.14826492276872089,0.1048072720657975,0.028886436462967277,0.4840145867423427,0.1711195400256758,0.014607177775300312,0.04830006415919622,Other_Faults,Pastry
0,2,0,106,0.05256116967347889,0.12146385593977492,0.07266718808921299,0.31301672287647797,0.3693509934463414,0.0009208496001375871,0.07001922037457659,Pastry,Pastry
0,2,0,58,0.4170753582689538,0.007221620792668969,0.005360820660772823,0.3861758089009775,0.15495484363817008,0.0017501269905036239,0.02746142074795382,Bumps,Pastry
0,2,0,17,0.09163447123588181,0.054566528733858255,0.034771111610077135,0.3961502457985949,0.3216350298679217,0.00031267983886437754,0.10092993291480247,Other_Faults,Pastry
0,2,0,54,0.31342182609766794,0.05965487157398127,0.0024640852169739258,0.2717386636932,0.3028452939174632,0.002353857746076767,0.04752140175463716,Bumps,Pastry
0,2,0,50,0.45411384987350617,0.014799924334569434,0.003787661627427128,0.32237283984821297,0.15189687940255092,0.006727403240045365,0.0463014416736885,Bumps,Pastry
0,2,0,142,0.1485995132143319,0.028453122767675833,0.038216595192726,0.3560319451782627,0.31204764004200247,0.004679209494986072,0.11197197411001485,Other_Faults,Pastry
0,2,0,311,0.1347684598714752,0.01188723146818611,0.002482279093455564,0.21762100264631368,0.16719658524070435,0.001114551149333758,0.4649298905305316,Z_Scratch,Z_Scratch
0,2,0,326,0.19908100187796235,0.007773029529551652,0.007441421205471391,0.2229549606527575,0.0590728139363288,0.00037300492610837436,0.5033037678718204,Z_Scratch,Z_Scratch
0,2,0,270,0.13827573956045158,0.0044535273289749,0.0034560348583878,0.22089416874150916,0.019213933092165805,0.0029340053392062,0.6107725910793048,Z_Scratch,Z_Scratch
0,2,0,335,0.12344039312263808,0.004793816872841641,0.0912784258646355,0.5904050062216457,0.005546948260805572,0.011698731648375413,0.17283667800905753,Other_Faults,Z_Scratch
0,2,0,201,0.028931812889236904,0.0314492163566287,0.01669731756127254,0.4952565403733373,0.08119505400153862,0.00011586206896551725,0.3463541967490204,Other_Faults,Z_Scratch
0,2,0,195,0.04847277406962956,0.021630844859525572,0.023889907769081856,0.26858073886493233,0.04294068537787296,0.0005333333333333334,0.5939517157256249,Z_Scratch,Z_Scratch
0,2,0,188,0.2668369813072218,0.0023984914243938304,0.015162911120280165,0.4247830457710747,0.03364994811745346,0.04617462273274596,0.21099399952683104,Other_Faults,Z_Scratch
0,2,0,241,0.1758510340797773,0.002235378793892726,0.0025480833005173775,0.22237080131611683,0.018218218479478764,0.0021968253968253967,0.5765796586333916,Z_Scratch,Z_Scratch
0,2,0,323,0.05975409661941551,0.040494420547924306,0.04802769356211611,0.3057396778113324,0.05710978558675945,4.987531172069825e-06,0.4888693383412804,Z_Scratch,Z_Scratch
0,2,0,318,0.21660676066707177,0.0050630474276628385,0.007659987714001236,0.17953488401637258,0.05450515476027316,0.0004948865627384956,0.5361352788518805,Z_Scratch,Z_Scratch
0,2,0,300,0.1171535202564339,0.004558244029817831,0.002386006512031687,0.17178715064008124,0.04461076997630557,0.0025987614882121337,0.6569055470971182,Z_Scratch,Z_Scratch
0,2,0,346,0.03282964235549662,0.06487758493983745,0.1309221497329692,0.4768058226770417,0.16933510238609692,0.00024028164881912864,0.12498941625973906,Other_Faults,Z_Scratch
0,2,0,289,0.15363218195270123,0.003700632955452215,0.0042033005138898015,0.17401033426700585,0.028915618305951234,3.355895974349839e-05,0.6355043730452568,Z_Scratch,Z_Scratch
0,2,0,212,0.08986324843708735,0.014783065230682065,0.01156052486354669,0.2175317223720705,0.03495785471993824,0.000789114515299054,0.6305144698613763,Z_Scratch,Z_Scratch
0,2,0,203,0.03585010498629909,0.02089720278417098,0.027364487214296063,0.3034964485975064,0.044989363289750776,0.0,0.5674023931279768,Z_Scratch,Z_Scratch
0,2,0,345,0.1795963860916397,0.09716946608208608,0.005851098160196533,0.47808502802651637,0.10560262368932406,0.010967258604706334,0.12272813934553127,Other_Faults,Z_Scratch
0,2,0,297,0.2417081601775827,0.0038792176478623535,0.0092788759885672,0.226565625016836,0.08841950467619156,0.0026444526930448626,0.4275041637999157,Z_Scratch,Z_Scratch
0,2,0,193,0.30762914227002125,0.008833128362928424,0.004369641403853573,0.312472640750591,0.04802773883232588,0.005073565435895483,0.31359414294438503,Z_Scratch,Z_Scratch
0,2,0,189,0.04745736000344948,0.029391291660302687,0.014829528958319169,0.309743378017985,0.08962677387840758,0.0,0.5089516674815363,Z_Scratch,Z_Scratch
0,2,0,767,0.04622400490800924,0.011516747725958253,0.043193780404495785,0.15927104459682231,0.015176052326632166,0.7105523223774528,0.014066047660629704,Stains,Stains
0,2,0,773,0.025638442641827165,0.002416309332980804,0.014982808089799097,0.055273785193565524,0.005124102399899662,0.8940515261369615,0.0025130262049663323,Stains,Stains
0,2,0,775,0.050136442245586894,0.005015686980334687,0.018025154956092443,0.16128510076911584,0.008688798989211469,0.7409609898268039,0.01588782623285509,Stains,Stains
0,2,0,787,0.05928043042881569,0.0037616622224552216,0.02086985468056642,0.11924104654362694,0.008338454776552729,0.7747328125632834,0.01377573878469953,Stains,Stains
0,2,0,762,0.11111265824132331,0.010386010789662174,0.05323278939849958,0.1835535238933645,0.032722365084292354,0.602112935865529,0.006879716727329124,Stains,Stains
0,2,0,777,0.02576269763405096,0.003171958304853042,0.025352536313954645,0.10787410789806465,0.007872515402042196,0.8210153013861667,0.008950883060867583,Stains,Stains
0,2,0,808,0.03943475413876846,0.007017224311636075,0.02674534270767837,0.11566490449164606,0.007282307117988624,0.7949972533185728,0.00885821391370927,Stains,Stains
0,3,0,913,0.6621540000624211,0.009416567149023452,0.0023065524905511213,0.26083737138321333,0.05220653048067427,0.0012572250000779002,0.011821753434038483,Bumps,Bumps
0,3,0,1180,0.6473900507357154,0.0029108250120378288,0.01650072668395193,0.20276919285259587,0.06689619496395413,0.0006080765244084757,0.06292493322733647,Bumps,Bumps
0,3,0,1005,0.22346826383486115,0.03749645903642336,0.0007447424054406902,0.34924813191760923,0.23456039621366734,0.003429830131997996,0.15105217646000074,Other_Faults,Bumps
0,3,0,1239,0.4096077499690548,0.018670416954531987,0.04285049629935844,0.3952215071800315,0.08553857922866294,0.0021743288138712596,0.04593692155448893,Bumps,Bumps
0,3,0,888,0.41693765198502547,0.00408526532160376,0.022866004524670604,0.2911754269040404,0.104336484667377,0.0005375637038956551,0.16006160289338717,Bumps,Bumps
0,3,0,1216,0.7002334022174777,0.004645809818271548,0.007876461882344235,0.2282702795693943,0.008840401895930904,0.000736162005785921,0.049397482610796024,Bumps,Bumps
0,3,0,942,0.3346705987942666,0.004821596347298637,0.00297718177177468,0.2996690208447196,0.11616767239242788,0.0003251680378435923,0.24136876181167005,Bumps,Bumps
0,3,0,922,0.2910885123555581,0.0179998822819803,0.015251801271727653,0.36448900640574833,0.2200267927222766,0.011119002278398907,0.0800250026843107,Other_Faults,Bumps
0,3,0,1191,0.479481905404516,0.0031717795310935936,0.08772404607012352,0.3211924964779091,0.032823758913829076,0.05321934006339719,0.02238667353913196,Bumps,Bumps
0,3,0,1192,0.25739688820788187,0.0365599020355833,0.01352473430880516,0.43474423565382453,0.19416740115036354,0.009121195157987236,0.05448564348555462,Other_Faults,Bumps
0,3,0,1089,0.24133919124422984,0.060115940179126214,0.06430282317962675,0.40477345721611485,0.14023361254648134,0.058343344213291924,0.03089163142112948,Other_Faults,Bumps
0,3,0,1171,0.7567620364385399,0.002477897720350465,0.0075365357720577715,0.19960718089349164,0.012133379740980218,0.002300452365621526,0.019182517068958307,Bumps,Bumps
0,3,0,970,0.39442830991326755,0.014379814466476315,0.07284036370796394,0.3804807288550374,0.05082660566592667,0.0662111003490735,0.02083307704225516,Bumps,Bumps
0,3,0,1102,0.3026517015287504,0.0058821242726336065,0.032823562607995904,0.5360531495817532,0.06292051763175247,0.029516647558702397,0.03015229681841208,Other_Faults,Bumps
0,3,0,1113,0.2035307207253675,0.007578252445868545,0.11226957473526093,0.5499300798071267,0.013594736908347452,0.006740384369672296,0.10635625100835687,Other_Faults,Bumps
0,3,0,1071,0.4870022691349844,0.002166977982759863,0.007564693798330765,0.3537591328105595,0.029207993311895913,0.032283300971913384,0.08801563198955639,Bumps,Bumps
0,3,0,1052,0.5288722921542309,0.0030007121340118368,0.005756759500203686,0.3413461628258214,0.07715325209359557,0.007215652378372001,0.036655168913764816,Bumps,Bumps
0,3,0,1065,0.39576614981947966,0.011126121326043096,0.049178812191957764,0.41739973581864775,0.09028762370562772,0.009234137493260628,0.02700741964498386,Other_Faults,Bumps
0,3,0,1255,0.4842953849646721,0.0003084236981814075,0.016339660514284007,0.4049414888788819,0.04318748926928593,0.003592585174482697,0.047334967500211836,Bumps,Bumps
0,3,0,984,0.3106258009240315,0.03585330322302061,0.09340484739458202,0.4007256051527871,0.03214138191166832,0.09042212798357069,0.03682693341034011,Other_Faults,Bumps
0,3,0,1193,0.260619876665161,0.09515068843236661,0.01375699500866905,0.3748389142548415,0.11650495469865654,0.02953751421503373,0.10959105672527159,Other_Faults,Bumps
0,3,0,1110,0.1504397850311467,0.014455124409408703,0.12150325028588968,0.6171050200901279,0.021813106172198015,0.004930336321819697,0.0697533776894095,Other_Faults,Bumps
0,3,0,1202,0.3338306689176585,0.031177216461783477,0.024989728051146458,0.4620354966799532,0.011287374620563475,0.006052097750890321,0.13062741751800408,Other_Faults,Bumps
0,3,0,906,0.5321317432512956,0.00890117775672389,0.010104941112068982,0.24947080517189738,0.09189750881729175,0.001497024824436548,0.10599679906628566,Bumps,Bumps
0,3,0,1187,0.25310423676683136,0.0085677556894914,0.07429567413138637,0.5870131441254604,0.018396100318101256,0.01844534138546668,0.040177747583262875,Other_Faults,Bumps
0,3,0,1086,0.3152377265023766,0.022398985176368038,0.06375390943133735,0.5024018364341337,0.07440712317783778,0.008292324416397398,0.013508094861548919,Other_Faults,Bumps
0,3,0,1146,0.616436910565326,0.002155640527509598,0.003916757533084764,0.3030679749427809,0.03949628629792485,0.0005157509157509157,0.034410679217622954,Bumps,Bumps
0,3,0,1049,0.5236578805880382,0.004340034290799056,0.0040520652751325536,0.39304180204157796,0.021799579905292334,0.004682413636473783,0.04842622426268609,Bumps,Bumps
0,3,0,866,0.39567019577428864,0.004711757292691472,0.021161801335143064,0.3969700576747182,0.08347387603947477,0.0006154706806398413,0.09739684120304413,Other_Faults,Bumps
0,3,0,948,0.26651751050391237,0.005908517437678395,0.06101868707872712,0.4370674597665305,0.04112526629840304,0.0,0.1883625589147492,Other_Faults,Bumps
0,3,0,1233,0.46630193534925385,0.02267401761402049,0.009833601067872169,0.3451556532059897,0.06099721298776027,0.0,0.09503757977510423,Bumps,Bumps
0,3,0,1120,0.1718248459493349,0.010675900501577495,0.06599184957473642,0.5825466551298696,0.02723270199642741,0.01170428182069049,0.1300237650273637,Other_Faults,Bumps
0,3,0,1169,0.49752764705446845,0.0016279281008555618,0.03088013592279601,0.3899809628498177,0.05174120150148356,0.0044002644990099645,0.023841860071568716,Bumps,Bumps
0,3,0,1230,0.53115444655884,0.03155632553762782,0.010690724565289784,0.3521737273848891,0.021253208313425698,0.0023209944076461866,0.05085057323228216,Bumps,Bumps
0,3,0,1103,0.1602389497119858,0.03758919694306023,0.010764639098934799,0.5679821801673152,0.13397736787906148,0.0055708430028863455,0.08387682319675609,Other_Faults,Bumps
0,3,0,920,0.59103912943488,0.0013616651489112876,0.013474798511111084,0.32367427227614065,0.03446333898363503,0.005555743679951742,0.030431051965370538,Bumps,Bumps
0,3,0,1098,0.04963143711283529,0.008144387815574253,0.4581305020579661,0.4355695935042748,0.024182554186439963,0.0013207172054998141,0.023020808117409638,K_Scratch,Bumps
0,3,0,1011,0.49594746318256544,0.004027309795743976,0.004704164422205607,0.33430783741224607,0.031073722319895455,0.009164028083314403,0.1207754747840298,Bumps,Bumps
0,3,0,1219,0.6974854349920774,0.012202831529443053,0.004805137984245489,0.23464587904800024,0.006309523254448547,0.0017419578357658852,0.04280923535602015,Bumps,Bumps
0,3,0,1232,0.574493789462876,0.012615627480621968,0.009909036312844365,0.333921236715884,0.014497542520446004,0.000544516129032258,0.05401825137829556,Bumps,Bumps
0,3,0,1772,0.1427292356351044,0.006471497479129056,0.1037573061398084,0.6740792970293097,0.006610862487740182,0.026567044392180106,0.03978475683672806,Other_Faults,Other_Faults
0,3,0,1839,0.12773426652777192,0.0153542697720665,0.18639558583324128,0.494965217253894,0.04633810358659235,0.0242742698960299,0.1049382871304042,Other_Faults,Other_Faults
0,3,0,1278,0.33233647820711976,0.008800746931731855,0.006483119205893168,0.4205278565860196,0.14986780612087153,0.002459655434079986,0.07952433751428424,Other_Faults,Other_Faults
0,3,0,1716,0.10354617403648783,0.002839769343254812,0.08529913476453695,0.758463765812602,0.005162118282751459,0.009551431118027302,0.03513760664233961,Other_Faults,Other_Faults
0,3,0,1328,0.1321559858410901,0.00762791086696703,0.034414963160806666,0.7307990644387498,0.02498175858312296,0.007286335553044689,0.06273398155621923,Other_Faults,Other_Faults
0,3,0,1927,0.09739811199166572,0.018911017183524198,0.022819324543724023,0.6650724598176251,0.0860368639529908,0.010631733773196555,0.09913048873727426,Other_Faults,Other_Faults
0,3,0,1777,0.1367082255849229,0.01823605846137385,0.08807967235076943,0.6278186896109879,0.04842343026804165,0.0016742593873656825,0.07905966433653935,Other_Faults,Other_Faults
0,3,0,1633,0.27228674754216947,0.03414287348392843,0.023679937540324193,0.5038540648010192,0.028129387147247307,0.01207134844000169,0.12583564104530998,Other_Faults,Other_Faults
0,3,0,1765,0.17696923186013544,0.006144902373525564,0.13070289678839625,0.5565085413582359,0.020342649629418813,0.007078978039504356,0.10225279995078428,Other_Faults,Other_Faults
0,3,0,1683,0.03419409064922038,0.028675080191684233,0.16420093596142987,0.5486903107778734,0.10342250086538499,0.00025,0.1205670815544075,Other_Faults,Other_Faults
0,3,0,1483,0.053676148794627475,0.021246304446389766,0.031333085091872825,0.7806001183416094,0.060255206810798545,0.0006540404040404039,0.05223509611066196,Other_Faults,Other_Faults
0,3,0,1332,0.17218031481523707,0.04068962060789322,0.018966482195111656,0.5855643593459026,0.11938299013301758,0.011737031536537533,0.051479201366300964,Other_Faults,Other_Faults
0,3,0,1694,0.03737373106782172,0.00848966387378154,0.3415087076823417,0.4533676747657054,0.06945891558636667,0.0,0.08980130702398278,Other_Faults,Other_Faults
0,3,0,1528,0.09201106944024952,0.04744384808216426,0.049975693948176546,0.4449637138014207,0.1336441968583718,0.004637699727173413,0.22732377814244403,Other_Faults,Other_Faults
0,3,0,1828,0.10106822693634475,0.012320290868850566,0.15265263167308715,0.6007684036506236,0.012882414591150047,0.09252614509846051,0.02778188718148335,Other_Faults,Other_Faults
0,3,0,1364,0.10272949284895513,0.009370397876976824,0.15074068401667953,0.677225010191738,0.027592528080024072,0.0030385292965759113,0.029303357689050243,Other_Faults,Other_Faults
0,3,0,1375,0.1027783031783185,0.007456034341351217,0.23928344815570612,0.5732062405282521,0.02675729155646438,0.00016666666666666666,0.050352015573240774,Other_Faults,Other_Faults
0,3,0,1270,0.04563136976753621,0.04677862800511549,0.08159526279879893,0.5103151689449309,0.18673561642016565,0.0023618340723603882,0.126582119991093,Other_Faults,Other_Faults
0,3,0,1595,0.07186885078170467,0.0664915294994751,0.07660307931705748,0.5560936388065477,0.07250461414690675,0.005370686331212647,0.15106760111709552,Other_Faults,Other_Faults
0,3,0,1337,0.16125837551699831,0.00864376208261485,0.043126507531699894,0.7058875389819339,0.013337203431805692,0.005646386031872929,0.06210022642307463,Other_Faults,Other_Faults
0,3,0,1721,0.19541262807058127,0.031923863703943164,0.02815513117833049,0.5062657034300019,0.20059792091244655,0.004346049836011624,0.033298702868685276,Other_Faults,Other_Faults
0,3,0,1640,0.3434940468903221,0.07573940917708585,0.00912746379874672,0.3572619146806447,0.18488367245589565,0.003519749897045369,0.025973743100259863,Other_Faults,Other_Faults
0,3,0,1884,0.2659797965745231,0.1843798875851052,0.011797708999918582,0.44170936701041413,0.03222909058433826,0.013726210786143623,0.05017793845955778,Other_Faults,Other_Faults
0,3,0,1872,0.6174242599377997,0.021691022207662253,0.0007564093751927663,0.2923841295108738,0.03412885739518478,0.00386015248061437,0.029755169092672458,Bumps,Other_Faults
0,3,0,1284,0.2764262233522333,0.02744007421418189,0.027144679654144268,0.40819323202864266,0.2391917537410688,0.01279487133739458,0.008809165672335379,Other_Faults,Other_Faults
0,3,0,1610,0.4575740330590801,0.009935541615113461,0.004234637013507524,0.3120866152606874,0.17570674825962054,0.0012186134242592756,0.03924381136773245,Bumps,Other_Faults
0,3,0,1832,0.09303225582868357,0.020768502714286936,0.14124921451486905,0.6248937333193171,0.0335528711319085,0.044303769564967274,0.04219965292596817,Other_Faults,Other_Faults
0,3,0,1557,0.09415586548688244,0.026910696728041084,0.11507617708330034,0.6238396032428853,0.02150820573017888,0.04537045623152368,0.07313899549718826,Other_Faults,Other_Faults
0,3,0,1856,0.1039255257607649,0.014309552705898416,0.03511058436747082,0.7035353588416974,0.033423283032696365,0.004092210338680928,0.10560348495279145,Other_Faults,Other_Faults
0,3,0,1395,0.11070424806678186,0.02894784401161565,0.3774932303089619,0.35567252800654575,0.07002755114354466,0.04093945260409521,0.016215145858455484,K_Scratch,Other_Faults
0,3,0,1499,0.17120342163939697,0.005344242754270371,0.026329817630240244,0.6871130446972851,0.05087671791733359,0.0031012737262737264,0.05603148163519984,Other_Faults,Other_Faults
0,3,0,1521,0.020428325766252562,0.08517649335742483,0.06289807464400092,0.4270799648243748,0.23474304687092837,0.0,0.1696740945370189,Other_Faults,Other_Faults
0,3,0,1417,0.3780686022192019,0.003986946352494335,0.004734791325548718,0.46978460356929924,0.09048109059199842,0.008081473657928101,0.04486249228352972,Other_Faults,Other_Faults
0,3,0,1411,0.599967482145787,0.0027002982110172686,0.0033002264543133056,0.3154717901493879,0.05574349270910605,0.0017070490865799632,0.02110966124380877,Bumps,Other_Faults
0,3,0,1369,0.18893122008266267,0.04185643786762344,0.008854440238775659,0.5825952519791376,0.03984723813221559,0.07599839988834967,0.0619170118112361,Other_Faults,Other_Faults
0,3,0,1448,0.32829333195398747,0.021584628325612906,0.03737681048657517,0.43487884857414655,0.08595483194867232,7.017543859649122e-05,0.09184137327240952,Other_Faults,Other_Faults
0,3,0,1340,0.1537601864360036,0.014222921474994054,0.021208208666867408,0.6774762687834377,0.05373724945765381,0.008115000319077874,0.07148016486196584,Other_Faults,Other_Faults
0,3,0,1301,0.06029151460070397,0.023658617588683598,0.00957293857345928,0.67180995913002,0.2111207550413724,0.0015022956794225968,0.022043919386337627,Other_Faults,Other_Faults
0,3,0,1843,0.04927162028269492,0.04638587564482484,0.07610813429003334,0.6586159767880939,0.10672292815919636,0.004076891968973944,0.058818572866182556,Other_Faults,Other_Faults
0,3,0,1347,0.13647742210803057,0.015742886119387966,0.018522783866376354,0.37761288144290334,0.35356554581509275,0.001978226843730888,0.09610025380447872,Other_Faults,Other_Faults
0,3,0,1524,0.03213249102217606,0.034243762286004224,0.16485988716163555,0.42070623675640473,0.15076259246098597,0.0005460526315789473,0.19674897768121485,Other_Faults,Other_Faults
0,3,0,1473,0.48110256535458973,0.04843415769694826,0.025568201110918263,0.34118537909713964,0.06434992980361967,0.015798611088894254,0.023561155847890477,Bumps,Other_Faults
0,3,0,1695,0.14204094969688222,0.015000555902304282,0.03778626521871164,0.628049850338044,0.03052934387782933,0.0069978128514719086,0.13959522211475697,Other_Faults,Other_Faults
0,3,0,1371,0.16780475520663854,0.02268162477325322,0.008078441853410894,0.6574176144031144,0.028469520784278064,0.048142484304481196,0.06740555867482387,Other_Faults,Other_Faults
0,3,0,1656,0.20829182405069982,0.05138076086155894,0.010521140302868262,0.48879626513333085,0.16208269460338082,0.00642906277712032,0.07249825227104106,Other_Faults,Other_Faults
0,3,0,1500,0.14283355105075324,0.010977132785378766,0.03685697572278605,0.6983748622142838,0.044107522281408434,0.0015728937728937728,0.06527706217249576,Other_Faults,Other_Faults
0,3,0,1930,0.11712394060195402,0.0017693399836878098,0.07139514913234707,0.7414476292756511,0.004620661234190645,0.015375017407023123,0.04826826236514658,Other_Faults,Other_Faults
0,3,0,1619,0.5790719232237195,0.006438379064771438,0.010761776451122798,0.3377076044549629,0.022989595411387714,0.008086048719346681,0.0349446726746892,Bumps,Other_Faults
0,3,0,1563,0.2837475675697162,0.005318029803014324,0.007483032381561795,0.4548680008752722,0.009941592789735205,0.016945727558051685,0.22169604902264903,Other_Faults,Other_Faults
0,3,0,1821,0.09783873055740713,0.23006650967593043,0.05488272463324818,0.26561898144218354,0.27322959876255626,0.0,0.07836345492867505,Pastry,Other_Faults
0,3,0,1562,0.17530213302444278,0.005736439171050155,0.1568459023646596,0.495683627574713,0.009975391868069216,0.022760445806801737,0.13369606019026403,Other_Faults,Other_Faults
0,3,0,1443,0.6274758154669862,0.005476974128376149,0.003148398221092505,0.29522260723557886,0.04845967603804193,0.0008434902444953185,0.019373038665429138,Bumps,Other_Faults
0,3,0,1533,0.29370602560541154,0.008779710654909855,0.029529156658176754,0.4086255675985269,0.07731364624135179,0.0,0.1820458932416239,Other_Faults,Other_Faults
0,3,0,1815,0.3579424043788197,0.047836961345092445,0.0023915602507779063,0.3137726540280018,0.24179188608620011,0.00193148657659182,0.03433304733451623,Bumps,Other_Faults
0,3,0,1880,0.13849922689697394,0.032933119668059084,0.02461295548920075,0.5938903429181147,0.027311193112669833,0.04660950763457088,0.13614365428041086,Other_Faults,Other_Faults
0,3,0,1863,0.1297491771138363,0.028531043547995193,0.08596230877282701,0.6575501844927597,0.03835569965499507,0.00438871358820208,0.05546287282938433,Other_Faults,Other_Faults
0,3,0,1932,0.10558550757497431,0.002478972265974554,0.0777393149695386,0.744438726947093,0.003182905276697846,0.011371747491524104,0.05520282547419817,Other_Faults,Other_Faults
0,3,0,1564,0.34336375228536964,0.0068139037281293845,0.029700334795923027,0.4849607449229014,0.014241105029488393,0.0002857142857142857,0.12063444495247398,Other_Faults,Other_Faults
0,3,0,1859,0.3069891898338074,0.0050576805698320385,0.009422657326176885,0.46640530433143385,0.06297479555918051,0.002188328651022831,0.14696204372854674,Other_Faults,Other_Faults
0,3,0,1831,0.09971186483077345,0.053509432532157154,0.09448965889681299,0.532165250504538,0.11380639294300228,0.031538961254354264,0.0747784390383624,Other_Faults,Other_Faults
0,3,0,1598,0.0991669746920849,0.05655501217021817,0.01758671185636488,0.5986118937512822,0.12288367453265293,0.001378296411191148,0.10381743658620574,Other_Faults,Other_Faults
0,3,0,1486,0.14409710605120227,0.014868896753642707,0.011670237882099744,0.7136841154106613,0.07874158183554927,0.0015935897435897437,0.035344472323255216,Other_Faults,Other_Faults
0,3,0,1449,0.4651801671377688,0.0018649197185009571,0.005873349047848033,0.44235041629917937,0.06290439136662829,0.0037415930360965616,0.018085163393978494,Bumps,Other_Faults
0,3,0,1583,0.05464520362771685,0.02065449339485321,0.012397730821632287,0.6292337044328754,0.11189426859558364,0.0,0.17117459912733826,Other_Faults,Other_Faults
0,3,0,1576,0.06343177573354548,0.02527228172212601,0.029561345282352595,0.5147844065536746,0.09513777417439462,0.0,0.2718124165339065,Other_Faults,Other_Faults
0,3,0,1515,0.36962575645259604,0.03695947563773289,0.026549067324643322,0.45668503944840955,0.07491287908311388,0.0027394085164034227,0.0325283735371013,Other_Faults,Other_Faults
0,3,0,1612,0.6868128376049076,0.002899633329224627,0.0022125778214485753,0.24283449138463872,0.05225369779703087,0.001303312976802571,0.01168344908594706,Bumps,Other_Faults
0,3,0,1379,0.07070960667527133,0.007803418599605041,0.21057730355488335,0.6432296229586076,0.01526353034597986,9.523809523809523e-05,0.05232127977041482,Other_Faults,Other_Faults
0,3,0,839,0.1364100139934083,0.3211842034534055,0.0026276487581634086,0.2624721303084204,0.23466318213228973,0.010533176120839354,0.032109645233473344,Dirtiness,Dirtiness
0,3,0,848,0.02974167944917827,0.6844777527164487,0.006469257657435518,0.11899537895444315,0.11526226825867897,0.00026495726495726497,0.044788705698858504,Dirtiness,Dirtiness
0,3,0,850,0.06237852540905128,0.5370873894462525,0.009879193019740499,0.16940486535720797,0.17296869978512946,0.0008220855168223588,0.0474592414657958,Dirtiness,Dirtiness
0,3,0,834,0.1760558827932181,0.20288437460172062,0.00968026156849686,0.5187322629602826,0.03764178719500998,0.023408787040972802,0.031596643840299234,Other_Faults,Dirtiness
0,3,0,864,0.15697810178779292,0.39623777861359055,0.006935214231905354,0.23653181590365538,0.1625984235182383,0.016464994678037265,0.024253671266780952,Dirtiness,Dirtiness
0,3,0,527,0.007501996127213526,0.001394287271807433,0.9287248381066414,0.03507028701705262,0.006113778667565744,0.0,0.02119481280971898,K_Scratch,K_Scratch
0,3,0,703,0.002347417238663712,0.00023934879934879935,0.9157302596048549,0.07598822708721782,0.0016422087780795691,3.1859208329796564e-05,0.004020679283505696,K_Scratch,K_Scratch
0,3,0,533,0.07721224406764647,0.004485273407324633,0.2458495910617003,0.5345462343531764,0.014398242458302206,0.004535920604273068,0.11897249404757741,Other_Faults,K_Scratch
0,3,0,677,0.0003528255319636403,2.6080586080586082e-05,0.9846292360285902,0.013620793187583767,0.0002995020632865461,3.1859208329796564e-05,0.001039703394165471,K_Scratch,K_Scratch
0,3,0,737,0.04867439958824681,0.05913470003884037,0.2073351131086193,0.40354527937147694,0.19541756604170846,0.0018964052287581698,0.08399653662235054,Other_Faults,K_Scratch
0,3,0,617,0.0003958930746932677,4.1465201465201465e-05,0.9802842772458688,0.016294783820673155,0.000291319353464492,3.1859208329796564e-05,0.0026604020955054465,K_Scratch,K_Scratch
0,3,0,591,0.015099915163703166,0.0006666666666666666,0.8619880316435797,0.08411226564490985,0.009019218962812792,1.06951871657754e-05,0.029103206731162134,K_Scratch,K_Scratch
0,3,0,454,0.0010220818140345043,0.00014419766607266606,0.9884041141017352,0.008030454967355667,0.0011719160293243922,2.1164021164021164e-05,0.0012060714003133677,K_Scratch,K_Scratch
0,3,0,595,0.0006675847564789623,2.6080586080586082e-05,0.988844049123236,0.007794789727313474,0.00026055012269526125,3.1859208329796564e-05,0.0023750864758657676,K_Scratch,K_Scratch
0,3,0,353,0.10443728553023031,0.003515555852497681,0.5624281204849039,0.27190715842498353,0.013682985801821364,0.03832555997667257,0.005703333928891069,K_Scratch,K_Scratch
0,3,0,512,0.0030542327794501776,0.00030907221804399223,0.9696792749380327,0.01678128531802972,0.002189716060446489,0.0,0.00798641868599666,K_Scratch,K_Scratch
0,3,0,648,0.00040444008324027627,2.6080586080586082e-05,0.9873661921573709,0.009864687334969088,0.0002995020632865461,3.1859208329796564e-05,0.0020072385667228047,K_Scratch,K_Scratch
0,3,0,560,0.0011989102098997723,2.6080586080586082e-05,0.9834788619573214,0.012347157100555744,0.0020192488308351476,1.06951871657754e-05,0.0009190461281417238,K_Scratch,K_Scratch
0,3,0,575,0.0007180869336819502,0.00035941391941391945,0.989163573313288,0.007804329688086522,0.0012666284975773375,1.06951871657754e-05,0.000677272460786661,K_Scratch,K_Scratch
0,3,0,461,0.0018684617643749525,0.0007124335625818074,0.9647986799989611,0.019152610176776892,0.00435494280450535,0.0,0.009112871692799758,K_Scratch,K_Scratch
0,3,0,348,0.1022197974542886,0.009107890152669438,0.4554319255137761,0.3836534536945573,0.02050992283941333,0.013004733296326468,0.016072277048968943,K_Scratch,K_Scratch
0,3,0,401,0.002762553146685149,0.0007340722180439923,0.9727679283222226,0.01407064711031851,0.0051925383550222495,0.0,0.004472260847707387,K_Scratch,K_Scratch
0,3,0,701,0.001993131114395207,0.0005726821326821327,0.952335237220833,0.04265862510741763,0.0015461673925644993,3.1859208329796564e-05,0.0008622978237777344,K_Scratch,K_Scratch
0,3,0,643,0.001104621793515999,2.6080586080586082e-05,0.9861280108918051,0.008771726987911994,0.0018346241967693352,3.1859208329796564e-05,0.0021030763355871927,K_Scratch,K_Scratch
0,3,0,626,0.000402985273274828,2.6080586080586082e-05,0.9907561928201205,0.0073531923054954785,0.0007049945671397057,3.1859208329796564e-05,0.0007246952395590381,K_Scratch,K_Scratch
0,3,0,695,0.0021041916225145387,2.6080586080586082e-05,0.9746977129569302,0.021227341099741802,0.0008400401864372934,3.1859208329796564e-05,0.0010727743399656046,K_Scratch,K_Scratch
0,3,0,411,0.0018491332332652363,0.0010007388847106588,0.9573397711508765,0.02337317183018067,0.008192199804683699,0.0,0.00824498509628303,K_Scratch,K_Scratch
0,3,0,358,0.10580317673317985,0.0024454784688995213,0.31850603935317134,0.5336253251770093,0.013045527524061736,0.01520886846555577,0.011365584278122978,Other_Faults,K_Scratch
0,3,0,384,0.277804725099839,0.008828052323026542,0.20600052400605748,0.40231676789918525,0.08493814313466773,0.005676940636255044,0.014434846900969524,Other_Faults,K_Scratch
0,3,0,389,0.2226328240066307,0.028619566952793753,0.03731024677027757,0.41687276990721406,0.25618157037956346,0.0010909090909090907,0.03729211289261171,Other_Faults,K_Scratch
0,3,0,711,0.06180961189439463,0.005344324113889332,0.7205792330685831,0.14735798995646607,0.03554065239212153,0.0006568592083297966,0.02871132936621558,K_Scratch,K_Scratch
0,3,0,387,0.31058778224433176,0.011079513095356349,0.16563291720424697,0.3992398186740632,0.0903149834431126,0.0037364622549871896,0.019408523083902448,Other_Faults,K_Scratch
0,3,0,650,0.00041153228182183653,2.6080586080586082e-05,0.9924294838948703,0.0056618385714454255,0.000799502063286546,3.1859208329796564e-05,0.0006397033941654712,K_Scratch,K_Scratch
0,3,0,431,0.0008663557513292478,0.0006090722180439923,0.9812535735477257,0.009828171481081003,0.002798715698278243,0.0,0.004644111303541597,K_Scratch,K_Scratch
0,3,0,587,0.056006273854585356,0.01029936751897911,0.6736917315489847,0.16553349691547425,0.020899245441861305,0.0002857142857142857,0.07328417043440145,K_Scratch,K_Scratch
0,3,0,599,0.00047613176502597093,2.6080586080586082e-05,0.9875232240320454,0.00948198194883547,0.0012220885842337227,3.1859208329796564e-05,0.0012386338754488936,K_Scratch,K_Scratch
0,3,0,614,0.0007237179290175101,2.6080586080586082e-05,0.9850780870108573,0.011155940798213393,0.0013887552509003894,3.1859208329796564e-05,0.0015955592166012253,K_Scratch,K_Scratch
0,3,0,638,0.00036502065391485984,2.6080586080586082e-05,0.9901688746720517,0.006755284208495715,0.0012439465077309904,3.1859208329796564e-05,0.0014089341633962403,K_Scratch,K_Scratch
0,3,0,451,0.0022611432357046222,0.00014419766607266606,0.9864781881873255,0.008290283757803754,0.000838582695991059,2.1164021164021164e-05,0.0019664404359381583,K_Scratch,K_Scratch
0,3,0,592,0.001551352344213718,2.6080586080586082e-05,0.975280890166019,0.01988208613033026,0.0008982461144256298,1.06951871657754e-05,0.0023506494717650153,K_Scratch,K_Scratch
0,3,0,642,0.0004967053116257388,2.6080586080586082e-05,0.9893670974257359,0.007489234184548672,0.0010938834560285944,3.1859208329796564e-05,0.0014951398276506847,K_Scratch,K_Scratch
0,3,0,375,0.11388700144989264,0.008146135459992482,0.6122693707530653,0.19731738271272556,0.0331179443166862,0.030261040667940033,0.005001124639698336,K_Scratch,K_Scratch
0,3,0,518,0.027881349276792575,0.00224584718350703,0.725466371078568,0.15557346555821566,0.03076782282742489,0.008754081430552018,0.04931106264493975,K_Scratch,K_Scratch
0,3,0,535,0.0021948084932845707,0.001220952380952381,0.9680597510871313,0.023434780947167045,0.00191619938201125,1.06951871657754e-05,0.0031628125222871273,K_Scratch,K_Scratch
0,3,0,27,0.24425267530154418,0.08513496186815654,0.015459229316319517,0.35438424076290226,0.28163001718615904,0.009138757226087434,0.01000011833883157,Other_Faults,Pastry
0,3,0,33,0.2405494493507052,0.028586785629712994,0.01997401592272338,0.3572786757544972,0.32285889146915747,0.006514978091745087,0.02423720378145905,Other_Faults,Pastry
0,3,0,137,0.22424709454741953,0.03748108618790058,0.024551151603357437,0.30812131963813466,0.3545331224563989,0.0007081331009038981,0.05035809246588546,Pastry,Pastry
0,3,0,47,0.3907602911769555,0.045435828715629956,0.0032144969997293625,0.24606084261104372,0.2595882868878044,0.00496586587519394,0.04997438773364391,Bumps,Pastry
0,3,0,132,0.09977153782517366,0.05087117472518697,0.006841418790487643,0.22206115867239973,0.593151490488819,0.0007802992329308118,0.02652292026500288,Pastry,Pastry
0,3,0,88,0.2194810989354003,0.0777659236823501,0.008037833593315684,0.28119356728148814,0.38996190556256405,0.0014019729269139397,0.022157698017968405,Pastry,Pastry
0,3,0,68,0.2865382914002279,0.010664609811610463,0.002801272140566368,0.4201880038555755,0.1624469897496375,0.0023477841078467093,0.11501304893453597,Other_Faults,Pastry
0,3,0,73,0.16074640451883423,0.02355120486291499,0.004092386800337689,0.47885685776238124,0.2111568778109644,0.010071715421008832,0.11152455282355928,Other_Faults,Pastry
0,3,0,93,0.26104143946886627,0.015483565155797907,0.04896791976460608,0.517229368689287,0.1226174933014312,0.003474286058075315,0.03118592756193635,Other_Faults,Pastry
0,3,0,21,0.06776700910045155,0.02900566965759139,0.02246937669801302,0.5979967663682826,0.24083914430554668,0.0007682225679534422,0.04115381130216084,Other_Faults,Pastry
0,3,0,59,0.22862250071262163,0.026204556205880532,0.004995866641987944,0.36933799403807416,0.24246249114717472,0.014210964760217265,0.1141656264940444,Other_Faults,Pastry
0,3,0,24,0.07120338852280789,0.031058491707769857,0.02801063365862484,0.5826550750545689,0.24233805137914446,0.0025586710560840742,0.04217568862100007,Other_Faults,Pastry
0,3,0,127,0.10401978682859277,0.028759223179662726,0.014110417415431094,0.40476188907180044,0.3665940685603882,0.0007485648182318593,0.08100605012589324,Other_Faults,Pastry
0,3,0,26,0.17020779023260482,0.040010560499715256,0.01728246724384059,0.3746657488740881,0.3551862601051263,0.0005867438810170088,0.04206042916360867,Other_Faults,Pastry
0,3,0,94,0.21553096796637292,0.012172895656125124,0.05117684553377609,0.5196062931503063,0.10799713120210397,0.06494333754825174,0.02857252894306423,Other_Faults,Pastry
0,3,0,104,0.07675708843489533,0.03833387750241584,0.02354551760761604,0.34608922241888557,0.48113840513514994,3.5938330675172784e-05,0.03409995057036244,Pastry,Pastry
0,3,0,320,0.10408118353858618,0.007645352095105647,0.01817890095817202,0.27304407735661607,0.014365774114694486,0.001274704668442809,0.5814100072683831,Z_Scratch,Z_Scratch
0,3,0,308,0.2103594122574254,0.004374852754681298,0.0033794148123740294,0.2289087881928194,0.08184151264764876,0.0015618534169682266,0.46957416591808304,Z_Scratch,Z_Scratch
0,3,0,261,0.11303890908133125,0.009899338946604537,0.05577572763727943,0.23122524608449635,0.02713520812097997,0.0,0.5629255701293097,Z_Scratch,Z_Scratch
0,3,0,194,0.23974938048546107,0.005525134028901026,0.009888025953227965,0.21925058213121182,0.058862218224360455,0.002082986933916409,0.4646416722429216,Z_Scratch,Z_Scratch
0,3,0,328,0.15654531316329376,0.03664859205979666,0.007394696417417955,0.3137329531062709,0.12313198477040659,0.006387811604879335,0.35615864887793525,Z_Scratch,Z_Scratch
0,3,0,174,0.12233792286272974,0.011276843522772806,0.008254036440289554,0.2906824572651985,0.05049518308425028,0.008013959280966954,0.5089395975437926,Z_Scratch,Z_Scratch
0,3,0,258,0.17457554857284405,0.011805713060863775,0.002613958661917531,0.19191085266989277,0.1652485266400643,0.00041042935733406405,0.45343497103708436,Z_Scratch,Z_Scratch
0,3,0,333,0.13484532540243938,0.005017307130434066,0.17567435069136134,0.5063278112857067,0.014823681868364968,0.019957351952284198,0.14335417166941,Other_Faults,Z_Scratch
0,3,0,298,0.09680134392507055,0.008849878566837402,0.0055557029430174844,0.20018997461394808,0.08222656229313909,0.0,0.6063765376579883,Z_Scratch,Z_Scratch
0,3,0,336,0.1439586074301262,0.007317644946698654,0.11454701188018208,0.5925430335319766,0.0035484839735814813,0.023048786307492998,0.11503643192994245,Other_Faults,Z_Scratch
0,3,0,190,0.20119751791858914,0.0020676870146509618,0.01979571795528599,0.3030938804126934,0.006630335925856802,0.0032102105242427827,0.4640046502486812,Z_Scratch,Z_Scratch
0,3,0,315,0.09418967973739265,0.004570654240161707,0.011310612170649487,0.32700910171849384,0.012655133291710889,0.0034468628980238885,0.5468179559435677,Z_Scratch,Z_Scratch
0,3,0,310,0.11290750779955294,0.0022297900431041072,0.006880710377457011,0.25852839850799886,0.041951891045094426,0.00233680239949658,0.5751648998272963,Z_Scratch,Z_Scratch
0,3,0,202,0.032282787702699677,0.023406944243565084,0.04997412691288714,0.33841488763502103,0.08306661139472699,0.0,0.47285464211110045,Z_Scratch,Z_Scratch
0,3,0,317,0.1374618621072539,0.0014570748977916863,0.008110302091918827,0.313901082504974,0.025437804977773606,0.010262184911721197,0.5033696885085676,Z_Scratch,Z_Scratch
0,3,0,244,0.26396861853516707,0.011218541824718436,0.0026380449615743735,0.3074797273290421,0.06702319530063465,0.0037955771896948367,0.3438762948591692,Z_Scratch,Z_Scratch
0,3,0,206,0.0651190020361033,0.009483167269727545,0.26733020192033535,0.2584274319243798,0.04749370822329744,5.263157894736842e-05,0.35209385704720986,Z_Scratch,Z_Scratch
0,3,0,288,0.12111070399472958,0.011829199244823927,0.014579421844682649,0.22929180768294108,0.13474290472579611,0.0002839510278790305,0.48816201147914834,Z_Scratch,Z_Scratch
0,3,0,301,0.2475797009993496,0.01203336756931065,0.01788893478964636,0.46308763667134895,0.011400931778768242,0.01053693505198082,0.23747249313959543,Other_Faults,Z_Scratch
0,3,0,798,0.038223672259831545,0.005688854721961682,0.02872801447335125,0.11882457416228691,0.007041184625139397,0.7912776052538504,0.010216094503578818,Stains,Stains
0,3,0,769,0.032066313719320255,0.0015456845333962068,0.0335668853521075,0.13858218008870768,0.009517717969730862,0.7778257082446953,0.0068955100920420715,Stains,Stains
0,3,0,771,0.028288046996935892,0.005531569180150418,0.020101371569440918,0.10607373753195402,0.00816946141194745,0.8269464517341638,0.004889361575407622,Stains,Stains
0,3,0,768,0.03381570204840129,0.006514040303798013,0.038926001287849454,0.16168700976636086,0.011769363332041184,0.7419793771288898,0.005308506132659595,Stains,Stains
0,3,0,796,0.16100311636930253,0.016816142075732066,0.046228658608541216,0.5235612301449389,0.007411437973790914,0.14777111775882468,0.09720829706886977,Other_Faults,Stains
0,3,0,784,0.024541973324653816,0.004605465341755181,0.010574151992958367,0.048525165188117655,0.0034660527356805957,0.9058183472212209,0.0024688441956140584,Stains,Stains
0,3,0,793,0.029476609404941026,0.004362993696411679,0.042105234609917906,0.1480480380490137,0.01044774326877016,0.751689992159008,0.013869388811938534,Stains,Stains
0,4,0,1048,0.5028860413071572,0.0022597779236434696,0.013472339410756084,0.3459214863512223,0.10065643230155605,0.00782033331748934,0.026983589388176486,Bumps,Bumps
0,4,0,1237,0.4359895871588957,0.02217218744385368,0.016310728741950973,0.3859043638572492,0.015490195671187366,0.007154717006419793,0.11697822012044391,Bumps,Bumps
0,4,0,1181,0.2938335440171504,0.031242898912428395,0.0012163413205859115,0.25262775061106935,0.3447426530485423,0.00030407268170426065,0.0760327394085197,Pastry,Bumps
0,4,0,915,0.7023353529725289,0.009033307231572953,0.004373300492610837,0.23480249826690724,0.02907607462786273,0.004859996351030835,0.01551947005748686,Bumps,Bumps
0,4,0,1116,0.21203537853900895,0.005452679510032452,0.0777664282342245,0.6303219257391559,0.008816440479100325,0.011720102735716057,0.05388704476276174,Other_Faults,Bumps
0,4,0,1184,0.6297039727450015,0.005304875560342315,0.001371681450357921,0.2712576060551481,0.051116199547009876,0.001620398428731762,0.03962526621340828,Bumps,Bumps
0,4,0,1164,0.5738602656096551,0.00385498017936644,0.029244224551411187,0.28704609157675814,0.0317782893176599,0.0015132619413107218,0.07270288682383927,Bumps,Bumps
0,4,0,1208,0.6799584830570822,0.004110715173889611,0.005038020106828156,0.23179762475025598,0.01124171519730306,0.0015223042249358039,0.06633113748970522,Bumps,Bumps
0,4,0,1217,0.7569705324134846,0.005726161369491943,0.005843078850973588,0.1889061281301245,0.007670991564694259,0.000775478828110407,0.03410762884312159,Bumps,Bumps
0,4,0,882,0.6477629309645144,0.0016124841521583159,0.002353086984395034,0.29110227860154797,0.03217792758272332,0.0026295715778474394,0.022361720136814252,Bumps,Bumps
0,4,0,1215,0.6406309115041066,0.005216979840988793,0.003830590513717449,0.2874097449760366,0.010102041335110052,0.0017561725506388725,0.05105355927940198,Bumps,Bumps
0,4,0,1185,0.6125947578221986,0.003958445139817689,0.005368613077915683,0.2785248222571878,0.044522903836480374,0.0008417318039671336,0.0541887260624329,Bumps,Bumps
0,4,0,989,0.5004503919584716,0.017858756634573345,0.002627043034937772,0.3256227189451344,0.10096413418518356,0.006940579782173499,0.04553637545952583,Bumps,Bumps
0,4,0,870,0.30038854267437143,0.007211483282245535,0.10770928228917509,0.4701442741653292,0.06385559397556624,0.023618441179334475,0.02707238243397845,Other_Faults,Bumps
0,4,0,1212,0.732174344586062,0.004117930525510593,0.002189101094983448,0.21714095220019983,0.0053262318266682675,0.0009084606537436726,0.038142979112832126,Bumps,Bumps
0,4,0,940,0.5079458156223857,0.005413181989673265,0.009992773669661299,0.23477757600795923,0.07251620488212002,0.001328124921616727,0.16802632290658412,Bumps,Bumps
0,4,0,941,0.4161643388500361,0.01293925452294905,0.014887253756448804,0.42749463425912076,0.0284560423345989,0.006623228931562265,0.09343524734528434,Other_Faults,Bumps
0,4,0,935,0.235948376204857,0.013264986921232137,0.004288577939537018,0.27497467320169067,0.1778860331757453,0.001116528801687274,0.29252082375525057,Z_Scratch,Bumps
0,4,0,991,0.46850915400917875,0.017407548247697746,0.007462210364132931,0.26913654200228,0.06730289920926386,0.0011865016449359791,0.16899514452251124,Bumps,Bumps
0,4,0,900,0.4181447827212804,0.010173488921027611,0.005860221566383539,0.31980090849600534,0.12813813557146272,0.0652290546759428,0.05265340804789774,Bumps,Bumps
0,4,0,926,0.3580332745061654,0.0162248205072075,0.008426638933758734,0.2968103376137106,0.14754241482077105,0.006428200767932411,0.1665343128504553,Bumps,Bumps
0,4,0,897,0.5357909087162,0.005269511613460521,0.004973748378058723,0.3704242228016591,0.025619856106994052,0.013322261591996142,0.04459949079163129,Bumps,Bumps
0,4,0,1245,0.5806579595380832,0.013413384290583938,0.023291265468816862,0.2985013213270127,0.06568108637808011,0.01039621711411618,0.008058765883306986,Bumps,Bumps
0,4,0,1243,0.5190125357344698,0.009560869784231164,0.04380182655465932,0.36689103110364263,0.03338683126446647,0.01556926699745766,0.011777638561073202,Bumps,Bumps
0,4,0,1221,0.34678424340603725,0.017173297834675534,0.007767434173894621,0.37197657913660825,0.11507381532897308,0.0006769230769230769,0.14054770704288835,Other_Faults,Bumps
0,4,0,1019,0.513464329538688,0.006450138894173169,0.01381374881884893,0.32066257241808893,0.04991090263394505,0.0015185316475639058,0.09417977604869188,Bumps,Bumps
0,4,0,1264,0.40368522061782747,0.024424378515312515,0.0007876326288090994,0.3144920170292312,0.1433990567215418,0.0009913942379459622,0.11222030024933269,Bumps,Bumps
0,4,0,1190,0.293129304141676,0.057896707336790636,0.04907841441687949,0.4335941813290396,0.07380369126177608,0.04610121884410506,0.046396482669733174,Other_Faults,Bumps
0,4,0,1095,0.26333432493183967,0.0451681870914271,0.062248710383503776,0.4321496020548303,0.14154006683335735,0.0024313046912281438,0.05312780401381449,Other_Faults,Bumps
0,4,0,950,0.28871219681480476,0.0054588933393320506,0.0029969738594738593,0.4734140028297487,0.09268758983249227,0.003921117037601382,0.13280922628654707,Other_Faults,Bumps
0,4,0,1097,0.2532699149556762,0.023908716187369186,0.08860539787255915,0.44430002815747754,0.10659605567594903,0.0020357355544825366,0.08128415159648686,Other_Faults,Bumps
0,4,0,1172,0.7321325691483234,0.0029294727482416616,0.005814351028761993,0.22047567398453574,0.014178842343581277,0.0021446933983085264,0.022324397348248086,Bumps,Bumps
0,4,0,1240,0.41761347728928494,0.014385436890799321,0.02906723992531238,0.42837159991399854,0.06230262528452082,0.012169820207693744,0.036089800488389945,Other_Faults,Bumps
0,4,0,1156,0.2783608174695232,0.020917236824217995,0.05324864504280837,0.3857904336699374,0.03865507823113016,0.00046666666666666666,0.2225611220957163,Other_Faults,Bumps
0,4,0,1155,0.40199984410038797,0.003527784143960615,0.03868146436385283,0.39295952825896735,0.01744720239042153,0.000538961038961039,0.14484521570344858,Bumps,Bumps
0,4,0,1249,0.48331387771382955,0.009717542566282964,0.04323482954641711,0.36925771728476536,0.06366195542480584,0.00528975120795923,0.025524326255940363,Bumps,Bumps
0,4,0,1022,0.4740662235492844,0.004192121972414167,0.005505166325387066,0.35967232667334614,0.08900927656187915,0.0002469135802469136,0.06730797133744228,Bumps,Bumps
0,4,0,1258,0.5260815617055474,0.006080250781625002,0.007252509338912978,0.33929370844228857,0.07747797357812052,0.0018130279359195023,0.04200096821758639,Bumps,Bumps
0,4,0,1091,0.5201545808043524,0.0049413130207089494,0.07068186258928984,0.31575800376045143,0.030855735372437517,0.04529815790732318,0.0123103465454364,Bumps,Bumps
0,4,0,1260,0.4530580534174429,0.007258856470367496,0.007736942362848153,0.2752919755646363,0.0656357934461744,0.0004,0.19061837873853085,Bumps,Bumps
0,4,0,1885,0.210815728505797,0.009682913261964675,0.0019999021567770328,0.5799568890666901,0.11679329928867793,0.001886993006993007,0.07886427471309983,Other_Faults,Other_Faults
0,4,0,1669,0.38305043964015584,0.011602318301559288,0.007867540889881845,0.37600472052527617,0.05441433036404583,0.0013725718725718728,0.1656880784065098,Bumps,Other_Faults
0,4,0,1468,0.43054082803541355,0.008530945916925674,0.043895083467005956,0.38757168817553417,0.05526715334496686,0.05897646726255191,0.015217833797601816,Bumps,Other_Faults
0,4,0,1639,0.3428915376635888,0.01307846397888157,0.010431322461508222,0.4523050932623684,0.01575820732526291,0.015610090275943156,0.14992528503244731,Other_Faults,Other_Faults
0,4,0,1522,0.08512499801413859,0.06505535252867986,0.022565405981775515,0.4924398146274118,0.2158961797745971,0.00957939502358107,0.10933885404981603,Other_Faults,Other_Faults
0,4,0,1327,0.09276784303678148,0.024058332048162694,0.054134281821243344,0.7094317748633561,0.0748971117188244,0.004071900109824661,0.04063875640180793,Other_Faults,Other_Faults
0,4,0,1621,0.30145431714359655,0.0029889790466335092,0.007887308684367508,0.413063235418846,0.12230680850816934,0.00042943722943722943,0.15186991396895042,Other_Faults,Other_Faults
0,4,0,1430,0.40310712814329,0.0036843376607714564,0.006915736555573216,0.4332507543542645,0.024296701711859728,0.015151793730729975,0.11359354784351149,Other_Faults,Other_Faults
0,4,0,1323,0.18936408024517715,0.028830400208258274,0.010209184215413239,0.4748321699809353,0.2433109601504588,0.004883453211211357,0.0485697519885462,Other_Faults,Other_Faults
0,4,0,1818,0.1838692118345008,0.0889959453040323,0.029745663787873303,0.412379449729428,0.23270022308210775,0.014335487566117768,0.037974018695940644,Other_Faults,Other_Faults
0,4,0,1516,0.09444465848132233,0.09881167122278907,0.13216021095223696,0.39110009915837146,0.1536077500137988,0.001325,0.12855061017148234,Other_Faults,Other_Faults
0,4,0,1750,0.13383939057244273,0.00663489340298803,0.011352153548735044,0.2983488982123435,0.006192348505016725,0.006857565783069998,0.5367747499754045,Z_Scratch,Other_Faults
0,4,0,1597,0.04377486110068713,0.11305819825411029,0.028148702104289883,0.4927105864470204,0.21171125985401254,0.0006725274725274726,0.10992386476735241,Other_Faults,Other_Faults
0,4,0,1764,0.17615898263161447,0.003845280027443535,0.13358897678816384,0.5554440385430599,0.014614902869869805,0.007138584261156081,0.10920923487869244,Other_Faults,Other_Faults
0,4,0,1508,0.10541542974467145,0.03293017987940387,0.04416875077028241,0.6933529129784419,0.058171340560896644,0.002697958713316326,0.06326342735298768,Other_Faults,Other_Faults
0,4,0,1544,0.22573999128083375,0.023664530272562025,0.10140597676423639,0.5752829204160093,0.02803588395608519,0.009562417518330707,0.03630827979194344,Other_Faults,Other_Faults
0,4,0,1403,0.2998900151132364,0.005854536734828945,0.12980068427793892,0.4430059723271507,0.08398608199399353,0.011079066546286742,0.02638364300656523,Other_Faults,Other_Faults
0,4,0,1330,0.13582690585750076,0.003081877403277483,0.053012301872685276,0.7192292104672195,0.005849952329187227,0.019990492850864197,0.06300925921926584,Other_Faults,Other_Faults
0,4,0,1836,0.1190475089555828,0.005561358994372481,0.14761772678957027,0.6530012345271321,0.016495981715579516,0.010924844453791821,0.047351344563970964,Other_Faults,Other_Faults
0,4,0,1539,0.2696934520067348,0.008899784455477056,0.05560728790980506,0.5283558677346418,0.018206568086794224,0.05096927024206021,0.06826776956448706,Other_Faults,Other_Faults
0,4,0,1835,0.1243802408051841,0.007099975175665465,0.20551693987527087,0.5099652080157433,0.05033995519588941,0.053038789491218395,0.049658891441028225,Other_Faults,Other_Faults
0,4,0,1572,0.302929294412733,0.01152628487400163,0.015368651975929326,0.33323283115308683,0.2959281801177695,0.003377402597402597,0.03763735486907778,Other_Faults,Other_Faults
0,4,0,1790,0.2763016999715424,0.08523358842692737,0.02681359922911147,0.39642904410073704,0.03702003296769581,0.03710609867244561,0.1410959366315406,Other_Faults,Other_Faults
0,4,0,1581,0.049316916936800216,0.021837119195372838,0.007516160483320727,0.6064875879784049,0.12944051897634493,5.714285714285714e-05,0.18534455357261406,Other_Faults,Other_Faults
0,4,0,1898,0.1617397796426056,0.04616099250707953,0.01323475877407766,0.6779525888230901,0.027478344372107222,0.047126743808763256,0.02630679207227688,Other_Faults,Other_Faults
0,4,0,1780,0.10187887394627441,0.0056905298893583384,0.12418320271797398,0.6888636266253529,0.005936902769261826,0.012297401585435378,0.06114946246634376,Other_Faults,Other_Faults
0,4,0,1690,0.046351560919236534,0.00896947550693291,0.3057682533315005,0.437021461912159,0.10302976948547377,0.0003076923076923077,0.09855178653700515,Other_Faults,Other_Faults
0,4,0,1475,0.44539977566893374,0.009521712767102126,0.058231062269195846,0.43648318091234206,0.015560535142197855,0.011599048541739545,0.023204684698488475,Bumps,Other_Faults
0,4,0,1823,0.32099329001276583,0.0023527731776755876,0.025580506339372307,0.4482183576167719,0.027999900900851762,0.00776242405369127,0.16709274789887135,Other_Faults,Other_Faults
0,4,0,1922,0.1453747507854793,0.004367661267405514,0.12832386469703755,0.5514370211434863,0.02818586138307748,0.004588529430430324,0.1377223112930843,Other_Faults,Other_Faults
0,4,0,1713,0.2739017110189836,0.00977265838173973,0.07595192905981143,0.5073966967815325,0.09163981128732089,0.005486232101232102,0.035850961369379736,Other_Faults,Other_Faults
0,4,0,1552,0.26688487140312955,0.016094541932920207,0.11863756428843575,0.3875397028423273,0.03714235909164607,0.03983895433962742,0.13386200610191437,Other_Faults,Other_Faults
0,4,0,1276,0.001575305829744359,6.993006993006993e-06,0.9765768917614935,0.017163376055806107,0.0011673310101315947,0.0,0.0035101023358321223,K_Scratch,Other_Faults
0,4,0,1419,0.45870951814688876,0.002257394330218166,0.014512347297734755,0.28235398192426664,0.07174402935023973,0.0030150937520328235,0.16740763519861934,Bumps,Other_Faults
0,4,0,1662,0.22937436751972642,0.13123698497399064,0.02859574539702533,0.3806029570556767,0.18394783127276254,0.01420323400736794,0.03203887977345094,Other_Faults,Other_Faults
0,4,0,1827,0.07437935470048469,0.005029937155034164,0.17328329118495317,0.3954342957812957,0.03407680247664246,0.3043163005705373,0.013480018131052866,Other_Faults,Other_Faults
0,4,0,1469,0.32773041365642375,0.017257965475516533,0.02879615023828286,0.29555390984332147,0.07398233593267049,0.24656414290190087,0.010115081951884191,Bumps,Other_Faults
0,4,0,1744,0.16380045769110083,0.010176526570759467,0.04881020085070595,0.675858918161095,0.013653668257130464,0.014260142153843946,0.0734400863153648,Other_Faults,Other_Faults
0,4,0,1489,0.11303315567783315,0.01264579445527312,0.0036002230349219265,0.684767819030979,0.13363810019620864,0.0016898816041070264,0.05062502600067695,Other_Faults,Other_Faults
0,4,0,1918,0.1580969867222304,0.004071274407674161,0.08211502063977172,0.642823134544273,0.0101452077437834,0.018130370694601515,0.0846180052476666,Other_Faults,Other_Faults
0,4,0,1900,0.18919735097396953,0.04257703493639215,0.014956153624175262,0.6261524437103646,0.02709699734351504,0.057154996302712376,0.042865023108871136,Other_Faults,Other_Faults
0,4,0,1670,0.40408933735816915,0.03728902786027384,0.012439584681333233,0.46720648271199444,0.025565212395754666,0.0022666369578134287,0.051143718034661445,Other_Faults,Other_Faults
0,4,0,1579,0.05238562378014932,0.019125780642000944,0.0086247354548113,0.6092804024051064,0.12716301791724546,5.714285714285714e-05,0.18336329694354417,Other_Faults,Other_Faults
0,4,0,1269,0.12482506127015802,0.1857964301346552,0.017498565950233576,0.32023455164581843,0.2702946511317208,0.005456604988914171,0.07589413487850033,Other_Faults,Other_Faults
0,4,0,1525,0.07374081760517633,0.040466733077701204,0.0295533274384562,0.4324058570714599,0.2396005413723427,0.0007859010270774977,0.18344682240778648,Other_Faults,Other_Faults
0,4,0,1358,0.09185775557077334,0.009527143473179275,0.18810764069038097,0.5334497649470381,0.046385183734570824,0.06505387878146572,0.06561863280259207,Other_Faults,Other_Faults
0,4,0,1433,0.6794591477947199,0.03759072001324856,0.003304644217831894,0.2434390384982313,0.03001720331250134,0.000911132992167475,0.005278113171300199,Bumps,Other_Faults
0,4,0,1560,0.2653491977872594,0.005044346472917901,0.019888240190486406,0.2773742385624451,0.07747953458968446,0.3404224815985034,0.014441960798703468,Stains,Other_Faults
0,4,0,1847,0.12152150504082418,0.0374443801752678,0.027885322721736147,0.6246609334820616,0.14015644436575767,0.008796819719345907,0.03953459449500674,Other_Faults,Other_Faults
0,4,0,1723,0.12028840756129351,0.004298910283807582,0.08670471146967414,0.6648836624986197,0.024696455535706947,0.006359767168029619,0.09276808548286851,Other_Faults,Other_Faults
0,4,0,1926,0.1617075272884501,0.03850319246767792,0.04116706987884447,0.624793942311422,0.05651875860531189,0.027203715724706964,0.050105793723586194,Other_Faults,Other_Faults
0,4,0,1933,0.12666971172651345,0.005586429657468366,0.07353383295918484,0.7264343311619578,0.009630482260010788,0.011146322245527751,0.04699888998933687,Other_Faults,Other_Faults
0,4,0,1426,0.5738085420803618,0.002239582610784556,0.005128397031778585,0.3069442928086511,0.028712573651596667,0.009090915851904793,0.07407569596492275,Bumps,Other_Faults
0,4,0,1875,0.2045593399423412,0.07922040407001905,0.006240771973124915,0.6526679613816991,0.020991535057536342,0.015531175888170098,0.020788811687108905,Other_Faults,Other_Faults
0,4,0,1568,0.4120354712106183,0.006929981595712416,0.0024171968037488135,0.3761244178228711,0.06488992895078752,0.0012225108225108225,0.13638049279375145,Bumps,Other_Faults
0,4,0,1631,0.4354799391772722,0.0017201399509374723,0.005752069056060654,0.4348252343429081,0.08860201637122377,0.0028191239316239314,0.030801477169974157,Bumps,Other_Faults
0,4,0,1488,0.18448604859855192,0.011239377502384185,0.016311220708186067,0.6621944093092216,0.06934924796820564,0.0025846052379610946,0.053835090675489354,Other_Faults,Other_Faults
0,4,0,1548,0.3117818172899359,0.014774179986573596,0.07097861040742784,0.3551664556523973,0.04993042486760654,0.024482731684101172,0.1728857801119577,Other_Faults,Other_Faults
0,4,0,1894,0.28314464713728665,0.041068035244332,0.008767547539805583,0.5290945206029998,0.014475290839550804,0.006935075382134205,0.11651488325389091,Other_Faults,Other_Faults
0,4,0,1474,0.5431404925649209,0.007889506800199649,0.027190564849789323,0.35843136026019023,0.035154501480283123,0.012062562748136644,0.01613101129648054,Bumps,Other_Faults
0,4,0,1672,0.5168956560465371,0.00953320839806908,0.005927652868152246,0.3510903859741514,0.05364032175825489,0.0005597883597883598,0.06235298659504664,Bumps,Other_Faults
0,4,0,1289,0.03172715493079464,0.016924190325832925,0.2932514695485228,0.3019304287851615,0.22437967272474274,0.0,0.13178708368494613,Other_Faults,Other_Faults
0,4,0,1655,0.18228668150976202,0.15402681379634056,0.022194659578030854,0.3991048915047829,0.16279863977181036,0.02437082802537528,0.05521748581389876,Other_Faults,Other_Faults
0,4,0,1909,0.15186166892210815,0.002657557648412074,0.08603555275852252,0.6544225706021879,0.014598394334963538,0.004081052838432463,0.08634320289537352,Other_Faults,Other_Faults
0,4,0,1693,0.03703463141665191,0.07371114837086089,0.04168130481448681,0.4747441883040499,0.23974498838936018,0.00035,0.13273373870459054,Other_Faults,Other_Faults
0,4,0,1482,0.06392668766080567,0.01790227165148125,0.015424124653293389,0.6331734129804604,0.2291816331854102,0.0011534741932092924,0.03923839567534029,Other_Faults,Other_Faults
0,4,0,1493,0.1504664198451573,0.01713564175114227,0.01681215737900524,0.6891148135060751,0.0894462429938421,0.002399117382015816,0.03462560714276249,Other_Faults,Other_Faults
0,4,0,1728,0.22738816858974256,0.00819361394539413,0.06926104575374167,0.6029966791101705,0.03140164099078316,0.01636329796890292,0.044395553641265746,Other_Faults,Other_Faults
0,4,0,851,0.04288439896737381,0.480542602107328,0.039831294447709685,0.20215925794925346,0.1541278462201527,0.0020056514913657773,0.07844894881681655,Dirtiness,Dirtiness
0,4,0,811,0.13573022257905046,0.057372230456219024,0.034555808730985994,0.4695753814719261,0.2238882852340004,0.000896769729668164,0.07798130179815027,Other_Faults,Dirtiness
0,4,0,843,0.04036068428634357,0.5956770523649266,0.0189229404725012,0.13782960287205878,0.15883310427079642,0.0005092746797715742,0.04786734105360226,Dirtiness,Dirtiness
0,4,0,845,0.03600030111118462,0.651231523237169,0.015073146498362472,0.13997535769167097,0.10820377295530928,0.001733246209091151,0.04778265229721274,Dirtiness,Dirtiness
0,4,0,844,0.06353716341498689,0.41235459417688114,0.052383873036865716,0.2794615873688175,0.1067245916319055,0.004308421290085128,0.08122976908045836,Dirtiness,Dirtiness
0,4,0,713,0.021002966501356475,0.002241306732483203,0.8869036244182676,0.07001244194037444,0.008815590249874895,0.0,0.011024070157643315,K_Scratch,K_Scratch
0,4,0,521,0.00398374479896005,0.0007292152292152292,0.9655845811042578,0.02066464469571036,0.005566860599316356,0.0,0.0034709535725407476,K_Scratch,K_Scratch
0,4,0,687,0.005603407148146508,6.993006993006993e-06,0.9547870455630987,0.03444039856895317,0.0020965018393024237,0.0,0.003065653873506871,K_Scratch,K_Scratch
0,4,0,511,0.007629081494736671,0.0005261419431632198,0.9803942390800174,0.008001109989969404,0.0011609050866694295,0.0,0.0022885224054439036,K_Scratch,K_Scratch
0,4,0,372,0.10210106492387808,0.004285183231473606,0.7240406820384163,0.12830997988450438,0.020497122626975953,0.01952779751230338,0.0012381697824484586,K_Scratch,K_Scratch
0,4,0,487,0.002045555164177057,0.0004649174533673014,0.9823096787921481,0.00790640546451927,0.0020363967885882535,0.0,0.005237046337200058,K_Scratch,K_Scratch
0,4,0,604,0.0010171808220688127,6.993006993006993e-06,0.9860728470904708,0.010186409049121459,0.0006197556821095103,0.0,0.0020968143492368033,K_Scratch,K_Scratch
0,4,0,432,0.0013288764890736233,0.00014576851719708863,0.9820336694346283,0.010016526610073434,0.002155941645470104,0.0,0.004319217303557729,K_Scratch,K_Scratch
0,4,0,478,0.0010055910064709645,0.0004649174533673014,0.9898635817887932,0.005855092888206693,0.0012030634552549207,0.0,0.0016077534079071286,K_Scratch,K_Scratch
0,4,0,524,0.0574324184600829,0.013224317337672195,0.6990298366059011,0.16035857763245367,0.030968878382630672,0.0,0.03898597158125966,K_Scratch,K_Scratch
0,4,0,672,0.003399305986150609,6.993006993006993e-06,0.9725014494055123,0.018417151369088034,0.0005561472024282624,0.0,0.005118953029828051,K_Scratch,K_Scratch
0,4,0,399,0.007406320442021703,9.090909090909092e-05,0.9410483278056381,0.03747140916605395,0.0054496467053589525,0.0,0.008533386790018513,K_Scratch,K_Scratch
0,4,0,361,0.062387887179201976,0.001764917943748364,0.7453768474878615,0.14842529162915094,0.016708193615882046,0.023100752058535665,0.0022361100856198267,K_Scratch,K_Scratch
0,4,0,444,0.0018410726059983758,0.0005499514669727436,0.9867581269306618,0.00844950831383418,0.0006114545372188798,0.0003076923076923077,0.0014821938376218867,K_Scratch,K_Scratch
0,4,0,452,0.08324796006391129,0.04015415733298059,0.346139033263849,0.3518126949605005,0.06569371302358439,0.0007169172932330827,0.11223552406194198,Other_Faults,K_Scratch
0,4,0,620,0.0010494643494445663,6.993006993006993e-06,0.9816728260585842,0.011826272328347327,0.0014432086313705007,0.0,0.004001235625260908,K_Scratch,K_Scratch
0,4,0,390,0.43013008701127686,0.002120702680532402,0.012292077151428073,0.39644047494861495,0.0777808113002903,0.0003,0.08093584690785773,Bumps,K_Scratch
0,4,0,378,0.11771849740713476,0.007177614046272842,0.6449025063814579,0.1799942794272229,0.0208082655410351,0.024551237267692216,0.004847599929185107,K_Scratch,K_Scratch
0,4,0,714,0.01069745936146422,0.002130906050471268,0.9225278580066945,0.04999872418611716,0.007053543309886777,0.0,0.007591509085366317,K_Scratch,K_Scratch
0,4,0,407,0.01823020921062567,0.0007261072261072261,0.9038705010234482,0.05973893586869404,0.006618476563076951,0.0012727272727272728,0.009543042835320968,K_Scratch,K_Scratch
0,4,0,479,0.00248952236926761,0.0007149174533673014,0.9805045448536444,0.01024377920189301,0.002134881637073102,0.0,0.003912354484754902,K_Scratch,K_Scratch
0,4,0,365,0.2314439460989174,0.008256521167918088,0.22446015421706722,0.4225687538183953,0.08781413752954935,0.01145246995249859,0.014004017215654412,Other_Faults,K_Scratch
0,4,0,678,0.0016494643494445662,0.00014985014985014985,0.9662867051066684,0.02816578306383826,0.0015548469930088621,0.0,0.002193350337190304,K_Scratch,K_Scratch
0,4,0,656,0.004778080120715675,6.993006993006993e-06,0.9457327415475911,0.04046801439157179,0.002325023317823902,0.0,0.006689147615305222,K_Scratch,K_Scratch
0,4,0,492,0.0012055910064709648,0.0004649174533673014,0.9864391451143562,0.006773252506366311,0.002354578606770072,0.0,0.0027625153126690336,K_Scratch,K_Scratch
0,4,0,596,0.0006223309426035487,6.993006993006993e-06,0.9895303036731389,0.007175686419786614,0.00027590046325429147,0.0,0.0023887854942241135,K_Scratch,K_Scratch
0,4,0,627,0.0027690380998792114,0.000778315856206698,0.9608100269738363,0.027121162379237156,0.003387245137837856,0.0,0.005134211553002743,K_Scratch,K_Scratch
0,4,0,475,0.005234254527158635,0.001259687389313708,0.9678987770470723,0.016118147349487015,0.004384662411853877,0.0,0.005104471275114796,K_Scratch,K_Scratch
0,4,0,494,0.002444940944027179,0.000828553817003665,0.9698690716914253,0.012834839572604832,0.004056454508645973,0.0,0.009966139466293187,K_Scratch,K_Scratch
0,4,0,659,0.0006223309426035487,6.993006993006993e-06,0.9918460085576746,0.005703526737070069,0.00022938883534731475,0.0,0.001591751920311896,K_Scratch,K_Scratch
0,4,0,691,0.002436021331788065,0.0005069930069930069,0.9669852215817655,0.023911985664202454,0.0007198948483792981,0.0,0.0054398835668721226,K_Scratch,K_Scratch
0,4,0,472,0.0022292696083464963,0.0004649174533673014,0.9859863371551085,0.007908276918160938,0.0018142560261249108,0.0,0.001596942838891961,K_Scratch,K_Scratch
0,4,0,412,0.005804049567934866,6.413586413586414e-05,0.9698028505002539,0.017248946822257652,0.002777637723092001,0.0,0.004302379522325951,K_Scratch,K_Scratch
0,4,0,584,0.0013235470128559901,6.993006993006993e-06,0.9803896038986714,0.012975036760455538,0.000639904879890287,0.0,0.0046649144411344025,K_Scratch,K_Scratch
0,4,0,641,0.010305775154291727,0.0013902986548335386,0.8941995022248488,0.060419514162903316,0.0159065256157276,0.000325,0.017453384187395702,K_Scratch,K_Scratch
0,4,0,628,0.0006327976827778996,6.993006993006993e-06,0.9894803744018064,0.008824965647027049,0.00022957226773413696,0.0,0.0008252969936618998,K_Scratch,K_Scratch
0,4,0,608,0.0006497468353202725,6.993006993006993e-06,0.9904936692014144,0.007800547966063208,0.0002380468440053234,0.0,0.0008109961462042729,K_Scratch,K_Scratch
0,4,0,424,0.001479421763350629,6.413586413586414e-05,0.9869351241226153,0.006447213713831977,0.0014100071080929647,0.0,0.003664097427973307,K_Scratch,K_Scratch
0,4,0,613,0.0006223309426035487,6.993006993006993e-06,0.9863037138592265,0.011288719784682455,0.00041120701716549653,0.0,0.0013670353893293803,K_Scratch,K_Scratch
0,4,0,48,0.41831976849978586,0.003138254905834667,0.014228695805398593,0.43623152820873856,0.054401241618582404,0.0030207492432568032,0.07065976171840323,Other_Faults,Pastry
0,4,0,75,0.3859488805658023,0.0022462789102377203,0.006647327748773888,0.38985481012939877,0.06832607981503566,0.11958580626548243,0.02739081656526996,Other_Faults,Pastry
0,4,0,113,0.0981338901260325,0.04992506789496833,0.007001410280618721,0.33756567270251614,0.47448321480341066,0.0029813444214438507,0.029909399771010002,Pastry,Pastry
0,4,0,157,0.18676605735342588,0.021684266361490533,0.012457608182999983,0.2497002952730759,0.32425979328935695,0.0010142857142857143,0.20411769382536613,Pastry,Pastry
0,4,0,34,0.20514119688079271,0.025996041655741348,0.07450024249409296,0.3572691217865228,0.2953781725775849,0.0021513950224230595,0.039563829582842554,Other_Faults,Pastry
0,4,0,133,0.16083278010856575,0.0175475098544026,0.010389119118929969,0.35257818669205276,0.42732109158346204,0.0005137266391760242,0.03081758600341142,Pastry,Pastry
0,4,0,0,0.12267205631577081,0.01488427170727923,0.004784545097998191,0.37254790035089014,0.3184254189123935,1.6666666666666667e-05,0.1666691409490023,Other_Faults,Pastry
0,4,0,76,0.2875912016737691,0.026747606630296204,0.0017946915496139637,0.3196536256579892,0.3042183433793482,0.00039880952380952383,0.05959572158517451,Other_Faults,Pastry
0,4,0,136,0.23667976066075186,0.17305882919875712,0.028960351900339073,0.34531503088958554,0.15072801931282903,0.0208921803813674,0.04436582765637068,Other_Faults,Pastry
0,4,0,82,0.28364097193721743,0.01081414597110136,0.03745338683025798,0.4220946475293464,0.09100632577868084,0.11597157165615579,0.03901895029724085,Other_Faults,Pastry
0,4,0,22,0.10103494032352134,0.016104747671608695,0.05529391949635637,0.6016957157617103,0.19107835342585966,0.008811420674070371,0.02598090264687322,Other_Faults,Pastry
0,4,0,155,0.1690585417240142,0.04532796679391722,0.022658001065933703,0.312422119047538,0.23285654790919777,0.006126745450566205,0.21155007800883366,Other_Faults,Pastry
0,4,0,38,0.08257621063577919,0.061691681141080944,0.02851754475812933,0.4189414460401176,0.22042994418720277,0.0014623134954599418,0.18638085974223,Other_Faults,Pastry
0,4,0,140,0.10168603169296733,0.08119376000776338,0.05331960854461886,0.4041419642575625,0.1847918493141814,0.0,0.1748667861829072,Other_Faults,Pastry
0,4,0,120,0.04145907706730307,0.16598704306339937,0.012076397781301996,0.23740011047246146,0.48335736013153535,0.0007646258503401361,0.0589553856336588,Pastry,Pastry
0,4,0,28,0.08966639980632043,0.09894874313281377,0.14249158740616066,0.30541726599482405,0.30527820209621065,0.0011242677637168536,0.057073533799954335,Other_Faults,Pastry
0,4,0,211,0.09347710640677856,0.023823266172602744,0.041795769848196274,0.22531496895611594,0.04456589043585132,4.878048780487805e-05,0.5709742176926502,Z_Scratch,Z_Scratch
0,4,0,235,0.16273739448667768,0.039756390310780196,0.009978620582586332,0.25357245258988825,0.1862454915865639,0.0017339369717821167,0.3459757134717219,Z_Scratch,Z_Scratch
0,4,0,304,0.15195433649756432,0.003812080317343475,0.026473414169142714,0.20920444395538004,0.00897125825747454,0.0011517158280316172,0.5984327509750635,Z_Scratch,Z_Scratch
0,4,0,268,0.13228993857472193,0.017628057334993525,0.0028415344144507334,0.24897761152408315,0.0574121122314521,0.006362380655752873,0.534488365264546,Z_Scratch,Z_Scratch
0,4,0,313,0.1945406082119247,0.003275184214467931,0.007102326694679634,0.2997656279072679,0.043609373810941265,0.007490865938585982,0.4442160132221332,Z_Scratch,Z_Scratch
0,4,0,161,0.07149861772080965,0.031789862525086136,0.013968254961027868,0.2510899485674286,0.20164327055019474,0.00019848484848484848,0.4298115608269687,Z_Scratch,Z_Scratch
0,4,0,239,0.28058655523178916,0.00894515266818403,0.020269066047471616,0.35896389366223863,0.022155825602061294,0.002336911944264885,0.3067425948439909,Other_Faults,Z_Scratch
0,4,0,230,0.21512501318567656,0.007351216071712968,0.005345799037749502,0.2315553446199436,0.036099153202883406,0.009006720909282577,0.4955167529727518,Z_Scratch,Z_Scratch
0,4,0,252,0.06628760043476985,0.017978442777380598,0.012155248960936393,0.2640141018646447,0.05119825902542336,0.0,0.588366346936845,Z_Scratch,Z_Scratch
0,4,0,332,0.12110505922333696,0.008791977829244456,0.2923328929378334,0.41951838014053056,0.013094018633844112,0.005866872098278483,0.1392907991369322,Other_Faults,Z_Scratch
0,4,0,257,0.1312709202437728,0.008242090507529245,0.005976832095253148,0.16770303821574192,0.15821431953289466,5.714285714285714e-05,0.5285356565476661,Z_Scratch,Z_Scratch
0,4,0,316,0.10377012714003729,0.007847225515688734,0.023447180718735017,0.25152630744977494,0.023676937214637518,0.00015384615384615385,0.5895783758072806,Z_Scratch,Z_Scratch
0,4,0,306,0.11628753607648576,0.010654096765153097,0.001814698741237729,0.2013922853722163,0.12336842842449608,0.0005707792207792209,0.5459121753996318,Z_Scratch,Z_Scratch
0,4,0,302,0.24215549217792096,0.008492972009454086,0.02236630884732377,0.26296367826305234,0.02227342552533001,0.005529137702129274,0.43621898547479027,Z_Scratch,Z_Scratch
0,4,0,200,0.12300363375269444,0.037564656375845495,0.004508451487042146,0.2393924316440556,0.1560547165208237,0.0022092352092352094,0.43726687501030403,Z_Scratch,Z_Scratch
0,4,0,273,0.2166693667630004,0.01238839314098183,0.03477759558669833,0.434394221296743,0.011855186733344628,0.009711159215142007,0.28020407726409013,Other_Faults,Z_Scratch
0,4,0,183,0.058507955924272326,0.0272515171273866,0.02015165937048272,0.29266374619880764,0.0346529600677656,0.00014285714285714284,0.5666293041684284,Z_Scratch,Z_Scratch
0,4,0,267,0.20697002014861898,0.007587505648432421,0.023648788312693802,0.31338470449387834,0.008583026586391776,0.007744888350259195,0.43208106645972577,Z_Scratch,Z_Scratch
0,4,0,266,0.19862355149083416,0.00480033023242742,0.00950083513512306,0.22023083988291495,0.027582381167230087,0.0009120631603390225,0.5383499989311319,Z_Scratch,Z_Scratch
0,4,0,750,0.03355561723016199,0.014001455171219482,0.03918785737374461,0.18982931262052602,0.009412464304616045,0.6944472018752792,0.019566091424452366,Stains,Stains
0,4,0,803,0.02564940697870596,0.008302149343231445,0.03990697009260166,0.08554784506415355,0.006153533847839075,0.8256782761165271,0.008761818556940873,Stains,Stains
0,4,0,781,0.05627943978791634,0.0058085834091618944,0.029954076194333178,0.12555800332202874,0.009589618686519892,0.7607666949333293,0.012043583666710315,Stains,Stains
0,4,0,757,0.02008447380552962,0.004127502081523655,0.04526037932853462,0.03725675408393131,0.0049478548947561015,0.8858902058904071,0.00243282991531757,Stains,Stains
0,4,0,748,0.03491747443528315,0.006389845375048785,0.030963645376220022,0.06777194655335167,0.005500776517166957,0.8449092255662717,0.009547086176657345,Stains,Stains
0,4,0,744,0.03152511684845348,0.003978862539009422,0.023704821789609008,0.13881764097857843,0.00607211436216084,0.7888887970280155,0.007012646454173706,Stains,Stains
0,4,0,802,0.03246340061479012,0.007080536048911112,0.0421064934055821,0.06524285967555192,0.008479686714894357,0.8400229682262561,0.0046040553140144795,Stains,Stains
0,5,0,1241,0.4061818688836019,0.019308081497235594,0.06183608037999289,0.3984367925257625,0.09632870235030419,0.000653709628681633,0.017254764734421498,Bumps,Bumps
0,5,0,1119,0.33104127823936963,0.021068640162650188,0.017907238904790634,0.4258063795762882,0.1591761625305333,0.006982559237691683,0.03801774134867668,Other_Faults,Bumps
0,5,0,1248,0.5130837956822175,0.015220508119054137,0.047273047984883555,0.3666758748066895,0.016284412864022872,0.025289730345801332,0.01617263019733145,Bumps,Bumps
0,5,0,1174,0.7440733210165734,0.001239967662859229,0.01105931630818131,0.2090650066951685,0.01564088620996339,0.003116483875877653,0.015805018231376648,Bumps,Bumps
0,5,0,956,0.44706475189333256,0.00818319796145883,0.011647092816663545,0.3331173789091361,0.12913121787920057,0.0001431855500821018,0.07071317499012607,Bumps,Bumps
0,5,0,919,0.41453887832231867,0.006865007692467269,0.01007080572416941,0.37733562432797674,0.08870971483908904,0.0024616451784430244,0.10001832391553586,Bumps,Bumps
0,5,0,1150,0.3340297619979086,0.02003906458405844,0.014198696768792637,0.5298583327344561,0.016421845322658536,0.005465244831421302,0.07998705376070467,Other_Faults,Bumps
0,5,0,1139,0.5656997698111014,0.0020203736932438757,0.004497133913297754,0.3225487419734602,0.06500857515792538,0.002707012814180679,0.0375183926367906,Bumps,Bumps
0,5,0,1133,0.292406466821706,0.019791454753046635,0.07911541748628224,0.48330224770838415,0.08810925733246366,0.005216818357635678,0.03205833754048212,Other_Faults,Bumps
0,5,0,1141,0.42891300707355906,0.000809993325358437,0.01863112202562398,0.3500153313245422,0.0276255799624295,0.0038900330580346554,0.17011493323045235,Bumps,Bumps
0,5,0,923,0.573980599422731,0.0028176291793313075,0.012233271905253328,0.28366050643052093,0.04746076603436896,0.0017085312265328247,0.07813869580126195,Bumps,Bumps
0,5,0,1024,0.3794517458343808,0.01864689034659129,0.005397707169498313,0.30708913316627945,0.20624171051456044,0.0030285880681687944,0.08014422490052145,Bumps,Bumps
0,5,0,933,0.7381252152108552,0.0015436979686979685,0.004649246879845629,0.21742569529932626,0.017428730485031685,0.003060062790488754,0.017767351365754292,Bumps,Bumps
0,5,0,1124,0.44684993729786715,0.018041403117996815,0.048683378823836866,0.3750879218626083,0.07243606597632521,0.010407902987895182,0.02849338993347063,Bumps,Bumps
0,5,0,1114,0.2188616008828779,0.004328259485612427,0.07928367867708316,0.5415184190360396,0.015485133848133418,0.023057687027621107,0.11746522104263248,Other_Faults,Bumps
0,5,0,1088,0.11593835625011255,0.07707302173500503,0.0526465346207671,0.5377964332632561,0.17378429118752886,0.00627543197464619,0.03648593096868479,Other_Faults,Bumps
0,5,0,1144,0.5148558875188354,0.002744028194028194,0.005670050788453606,0.395591966594334,0.05258150818638146,0.0007379821544753229,0.02781857656349213,Bumps,Bumps
0,5,0,1027,0.6519294833763574,0.004834131099086527,0.002016979559962209,0.27640030365011536,0.031469650325217216,0.004818607813489083,0.028530844175772924,Bumps,Bumps
0,5,0,1160,0.40541459309428685,0.0024606573813933373,0.03474844335253938,0.3116850921136936,0.029728333378605955,0.0012680549842314548,0.21469482569524923,Bumps,Bumps
0,5,0,875,0.12701471125661398,0.04147104154111231,0.030487576507689833,0.3199338398127698,0.4478066650469242,0.0041339262551705475,0.029152239579719512,Pastry,Bumps
0,5,0,868,0.3913821037553542,0.012587085031175723,0.007232954800084083,0.36102808568518757,0.1713362680004542,0.013968627514378554,0.04246487521336615,Bumps,Bumps
0,5,0,1047,0.45162007719354175,0.004268791061682629,0.008527557166364547,0.36082068370842785,0.06062244281955374,0.0027656196059896248,0.11137482844444029,Bumps,Bumps
0,5,0,1073,0.49629514898152505,0.0035097237692675383,0.007627311684156294,0.32545319443482246,0.07065451235004071,0.008412062737007115,0.08804804604318121,Bumps,Bumps
0,5,0,1021,0.19098373627785262,0.036657375158487465,0.0024952276830329232,0.4162868440809644,0.2546687172183024,0.0005431855500821018,0.09836491403127867,Other_Faults,Bumps
0,5,0,1186,0.5468300615974158,0.007754101502362371,0.030090785747399828,0.28330206511208716,0.09398742426475325,9.852216748768473e-06,0.038025709559233095,Bumps,Bumps
0,5,0,927,0.4118504812214188,0.003772736413912885,0.04490194467336833,0.24563202506278992,0.07579791521451949,0.0,0.2180448974139913,Bumps,Bumps
0,5,0,1163,0.5647714930433264,0.011049007704064464,0.017908704002410215,0.3235144310640759,0.022591012284761798,0.00995925230989195,0.05020609959146908,Bumps,Bumps
0,5,0,1025,0.593794631214499,0.004786873455536315,0.005031878957753174,0.3095787557247393,0.04777435481701434,0.0026936541990801627,0.036339851631378234,Bumps,Bumps
0,5,0,1175,0.708521260149456,0.0018185650457570547,0.00860349295580965,0.24543589778904024,0.017788250471201885,0.0021013924870717762,0.015731141101663824,Bumps,Bumps
0,5,0,899,0.47476811693229387,0.002070232020795225,0.0036603870937415585,0.37799238030572546,0.041485746761222776,0.026059944881227145,0.07396319200499415,Bumps,Bumps
0,5,0,1125,0.178792818378096,0.027058867880522877,0.028433838217184856,0.6530431568702716,0.05342784838237784,0.009291409834289088,0.04995206043725856,Other_Faults,Bumps
0,5,0,1101,0.2102169310967809,0.010398950598281454,0.02702035563235638,0.4690352929898705,0.13414463112127328,0.01492570342808956,0.13425813513334867,Other_Faults,Bumps
0,5,0,881,0.5068696430840361,0.005907146543782251,0.032299458073949995,0.33287615178105573,0.07460963219161106,0.0009466409017204222,0.046491327423844105,Bumps,Bumps
0,5,0,1099,0.28916788950723915,0.013703937926538545,0.043555210543462175,0.5752927299917588,0.025299481797647773,0.007507776459866242,0.04547297377348681,Other_Faults,Bumps
0,5,0,1183,0.5739173581213088,0.0020289015332493597,0.028176582343109505,0.2877567113280103,0.05843159255129663,0.0007931855500821019,0.048895668572943154,Bumps,Bumps
0,5,0,1222,0.5609208322072272,0.00593210568599207,0.010389795034018124,0.33861852470254783,0.012778947430565726,0.002882631257631257,0.0684771636820179,Bumps,Bumps
0,5,0,1038,0.501764954596904,0.0328943850136752,0.006266427792453784,0.3421415549506001,0.027043590646625506,0.004242123439470508,0.08564696356027136,Bumps,Bumps
0,5,0,911,0.30847631248766605,0.03639693523114346,0.0018194920785003146,0.312418811262781,0.2753917609718028,0.00034781634938409856,0.06514887161872283,Other_Faults,Bumps
0,5,0,1251,0.39110321827788436,0.008441380438003578,0.07741980689141544,0.4417320224278139,0.05532322079334851,0.007652174227561224,0.01832817694397317,Other_Faults,Bumps
0,5,0,1238,0.41072839885407436,0.018360022617083787,0.0705316191981177,0.3977049795482482,0.04059361528713365,0.0336774746350337,0.028403889860309044,Bumps,Bumps
0,5,0,1567,0.14693289875206403,0.028153150004048753,0.015001975081037556,0.36296162554168826,0.14072654758799966,0.000125,0.30609880303316206,Other_Faults,Other_Faults
0,5,0,1648,0.17867703820531813,0.014262704674856052,0.0307689175147491,0.2781960569307928,0.10211347692759155,0.3787462494607069,0.017235556285985724,Stains,Other_Faults
0,5,0,1300,0.0724205339122346,0.030946290080998435,0.007620413396899588,0.5375815695007254,0.3202568857950788,0.0004652242249682554,0.03070908308909491,Other_Faults,Other_Faults
0,5,0,1840,0.09620140874599309,0.03464494268687473,0.11842234143423001,0.5701234635395912,0.06966906439079262,0.000861667947135347,0.11007711125538298,Other_Faults,Other_Faults
0,5,0,1687,0.12382873337979082,0.004018781800004037,0.07997897639546764,0.5968522430333664,0.021876215102439065,0.039509246730462945,0.1339358035584698,Other_Faults,Other_Faults
0,5,0,1441,0.42648739125025803,0.01113955122932807,0.004820788294419126,0.3965251624720547,0.13192245708751094,0.0016324613126337264,0.02747218835379576,Bumps,Other_Faults
0,5,0,1502,0.0861431736997243,0.014433032994824327,0.08629781660734409,0.6131346437677486,0.1377658445368352,0.0,0.06222548839352414,Other_Faults,Other_Faults
0,5,0,1861,0.3196934116364447,0.005737423025890518,0.008363123495578087,0.46776200621571445,0.09071211444302618,0.000976572765048264,0.10675534841829859,Other_Faults,Other_Faults
0,5,0,1306,0.0684714960491874,0.03495456436375832,0.006418735513827841,0.5428271828319426,0.31604739520538944,0.0005750420387334376,0.030705583997161202,Other_Faults,Other_Faults
0,5,0,1622,0.1849364024779052,0.0732262714462571,0.008094942710032225,0.6205118938263149,0.024195110022336593,0.010712650031128295,0.07832272948602594,Other_Faults,Other_Faults
0,5,0,1404,0.33823005013595553,0.013925576897386042,0.1313494172395237,0.4426028114516523,0.02637725845101636,0.023546490323762374,0.023968395500704252,Other_Faults,Other_Faults
0,5,0,1826,0.12622007910801164,0.03913552168991325,0.04348297369485584,0.4905980715678178,0.07440990576977266,0.17387281534405485,0.05228063282557433,Other_Faults,Other_Faults
0,5,0,1911,0.1861731353100318,0.003637508992144542,0.1568687004415707,0.5247986339355376,0.00888936784979978,0.007514049214712348,0.11211860425620343,Other_Faults,Other_Faults
0,5,0,1527,0.21891850075149988,0.007027976050824005,0.04674989857369302,0.4605700160970275,0.2383656087386918,0.010446618268861282,0.017921381519403177,Other_Faults,Other_Faults
0,5,0,1829,0.07986741883905489,0.007036472423832142,0.10903579957977455,0.6747987914541285,0.06315564396532027,0.003610312818922506,0.06249556091896746,Other_Faults,Other_Faults
0,5,0,1378,0.3458253922930529,0.04273449923126789,0.024764755108019683,0.49774017078381005,0.016633122725701992,0.008874063475224465,0.06342799638292276,Other_Faults,Other_Faults
0,5,0,1808,0.23360318926322077,0.006165582111005801,0.028930818564803337,0.2773990862278693,0.06782185587842696,0.0005840336134453782,0.3854954343412283,Z_Scratch,Other_Faults
0,5,0,1436,0.47514967764461075,0.0017316509780505721,0.01072336673389741,0.3876787079970932,0.0772394195317106,0.005888465142382234,0.04158871197225569,Bumps,Other_Faults
0,5,0,1709,0.0574336656217858,0.023048307366889453,0.1730946481638591,0.5868442986355734,0.0796632427267789,0.00023529411764705883,0.07968054336746626,Other_Faults,Other_Faults
0,5,0,1917,0.11476772639021691,0.0020216319628084335,0.08699174168440846,0.6767779719842077,0.008464748333390528,0.017188386244318034,0.09378779340065019,Other_Faults,Other_Faults
0,5,0,1341,0.5100634903029065,0.03913682516447005,0.02777055858930088,0.2793150840519336,0.09487915443471588,0.03219042473862365,0.016644462718049542,Bumps,Other_Faults
0,5,0,1580,0.03939249914246817,0.015658122133243888,0.013700696128731505,0.6348550554973361,0.092233761756618,0.0,0.204159865341602,Other_Faults,Other_Faults
0,5,0,1422,0.44775496864786946,0.006321341764530618,0.009549712327202569,0.4218613478035582,0.01777563098418251,0.011038061065036294,0.08569893740762052,Bumps,Other_Faults
0,5,0,1905,0.09508043986912018,0.006136812002670685,0.02887537075012826,0.23468712390997915,0.031323067671083206,0.5890182332361379,0.014878952560880506,Stains,Other_Faults
0,5,0,1303,0.0906725354542466,0.007386585501928067,0.027041975422447108,0.6623487010647174,0.17852403488510257,0.002210554115309344,0.03181561355624878,Other_Faults,Other_Faults
0,5,0,1578,0.07069503279534486,0.03436826158747859,0.011575884591014836,0.5082238524833048,0.22626632343686304,0.0,0.14887064510599368,Other_Faults,Other_Faults
0,5,0,1664,0.3873413280268308,0.0024652962543429075,0.028629798674136387,0.4311736722936274,0.08504717285099499,0.0008098522167487685,0.06453287968331894,Other_Faults,Other_Faults
0,5,0,1310,0.10566644566934844,0.04907918266324557,0.005374854906066086,0.37301371813333106,0.181922558091676,0.005377808156755526,0.2795654323795782,Other_Faults,Other_Faults
0,5,0,1688,0.04823506281275122,0.039562352840357765,0.09235400948091202,0.4730129906155675,0.2064172100227031,0.0,0.1404183742277087,Other_Faults,Other_Faults
0,5,0,1491,0.08278283362172481,0.014206060920687092,0.01756914153891095,0.7100133340517468,0.1241325946881218,0.0003438595321949235,0.05095217564661367,Other_Faults,Other_Faults
0,5,0,1280,0.2614158158393016,0.01245689326271412,0.006022784519122485,0.45686634388539493,0.20054095201008204,0.0002765188834154351,0.062420691599969796,Other_Faults,Other_Faults
0,5,0,1504,0.052665466340041905,0.036192675508692825,0.12064903544805111,0.5452828043028188,0.10291643569848932,0.0007074175824175824,0.14158616511948888,Other_Faults,Other_Faults
0,5,0,1718,0.20053040008246745,0.014875140634840581,0.07450209912697751,0.623181822221533,0.0407167042576118,0.009630540646618368,0.03656329302995176,Other_Faults,Other_Faults
0,5,0,1322,0.09839030615489545,0.04104162785770863,0.037271860333709224,0.6685669864749447,0.10252360566758226,0.008580411518271516,0.04362520199288841,Other_Faults,Other_Faults
0,5,0,1324,0.10615524319839634,0.0072760590716473075,0.03809002052174553,0.798436370686139,0.01344792365413411,0.007033914385445548,0.029560468482492337,Other_Faults,Other_Faults
0,5,0,1305,0.06578262545273225,0.0326262806727368,0.008917916504387217,0.5975909055715751,0.25092896805789594,0.000549748034492065,0.04360355570618078,Other_Faults,Other_Faults
0,5,0,1706,0.040370532377509837,0.03595447404283814,0.04032778298403326,0.6954367528054387,0.12126474950993198,0.0014397435897435897,0.06520596469050433,Other_Faults,Other_Faults
0,5,0,1921,0.10957972934382594,0.0030682046711458474,0.07198744291283096,0.6861280067851392,0.007694335806951905,0.01895383438861987,0.10258844609148676,Other_Faults,Other_Faults
0,5,0,1746,0.24054030322919728,0.0026865702817486805,0.006987511932511932,0.5009601099945887,0.0656041647770175,0.010838922314614913,0.17238241747032187,Other_Faults,Other_Faults
0,5,0,1571,0.4636962964540644,0.0019795114524030185,0.0191524948504922,0.4008335241439621,0.0803410583704668,0.002059611512628263,0.03193750321598382,Bumps,Other_Faults
0,5,0,1480,0.08112819958682278,0.010234285328444167,0.07240015646853049,0.7306105537995942,0.04884586551780332,5.9701492537313435e-05,0.05672123780626789,Other_Faults,Other_Faults
0,5,0,1467,0.32640383119234884,0.004083373563024002,0.0829460211764659,0.4921583713691748,0.049048890591853994,0.02371734834652791,0.021642163760604977,Other_Faults,Other_Faults
0,5,0,1924,0.1444785279916727,0.020308450973055895,0.13554774103085895,0.5270532914591725,0.06742656081034398,0.0014281398683875465,0.10375728786650883,Other_Faults,Other_Faults
0,5,0,1686,0.10756909090898073,0.013612927712571003,0.08943181678953023,0.5263478204970484,0.04001641285961821,0.06304387259863768,0.15997805863361378,Other_Faults,Other_Faults
0,5,0,1615,0.32565898738778254,0.016949013536489026,0.05010400965359822,0.4246883533644836,0.03951811416194409,0.01559217888264541,0.1274893430130577,Other_Faults,Other_Faults
0,5,0,1536,0.33576229130030005,0.008048030103868361,0.03597824362632921,0.39656305726873775,0.016484825007518168,0.004177255639097744,0.20298629705414872,Other_Faults,Other_Faults
0,5,0,1455,0.3745839349891353,0.012733840333603464,0.0683900637494067,0.40975459153253513,0.08645293783924533,0.03800093926388801,0.010083692292186046,Other_Faults,Other_Faults
0,5,0,1940,0.38559714453863986,0.005514991125565159,0.013743482013102333,0.4423819812083911,0.01587688737534912,0.01616754667515127,0.12071796706380186,Other_Faults,Other_Faults
0,5,0,1538,0.15869053733057417,0.034420347306801644,0.013784478387109961,0.7170097590625114,0.01814891370922978,0.017563508868152822,0.04038245533562066,Other_Faults,Other_Faults
0,5,0,1368,0.34565315761360765,0.016705068028520037,0.003918685846317425,0.5035685153122783,0.007906203868894,0.020859914588413894,0.10138845474196882,Other_Faults,Other_Faults
0,5,0,1864,0.14259852461355182,0.03511020724462832,0.005633783081383701,0.7630617353708318,0.018504802679295627,0.015217375434648957,0.019873571575659152,Other_Faults,Other_Faults
0,5,0,1407,0.4759184854797038,0.0010084344089929744,0.005347605644682427,0.4607320550494907,0.03285857825841531,0.007618641503997336,0.016516199654717692,Bumps,Other_Faults
0,5,0,1530,0.2894917930732449,0.00965722278427059,0.0068114359035253745,0.26955597302815737,0.1545450091005995,0.004765533297112245,0.2651730328130903,Bumps,Other_Faults
0,5,0,1376,0.09958265760019638,0.01005701509214068,0.19342613612372878,0.6338989288947491,0.018339424319428227,0.000125,0.04457083796975658,Other_Faults,Other_Faults
0,5,0,1802,0.2773676926714633,0.010407595531447931,0.0037411539213840998,0.4874368692739271,0.08943775740467111,0.007498864127403147,0.12411006706970393,Other_Faults,Other_Faults
0,5,0,1882,0.184949142680162,0.005887960796932049,0.0206645934494541,0.488238059267374,0.025402943866705472,0.023530177404769047,0.251327122534603,Other_Faults,Other_Faults
0,5,0,1783,0.07775947657726105,0.05840442129924736,0.11566470488907099,0.5816099839145552,0.0625858515807421,0.002259733908277136,0.10171582783084573,Other_Faults,Other_Faults
0,5,0,1565,0.1835699159460324,0.010073929050680535,0.22495769539649726,0.507569725669155,0.013546990605558841,0.001951808975338387,0.05832993435673738,Other_Faults,Other_Faults
0,5,0,1490,0.08243654614642835,0.020665603990480067,0.04963721200844979,0.699718857473829,0.08649880960418983,5.9701492537313435e-05,0.06098326928408548,Other_Faults,Other_Faults
0,5,0,1363,0.09236659180724043,0.0040900273745861975,0.21189873643613164,0.6394829718210157,0.025784850952560997,0.0020416267942583734,0.02433519481420656,Other_Faults,Other_Faults
0,5,0,1383,0.115473282104954,0.01235453549444369,0.10088943048437019,0.7075411427949859,0.016171603807105733,0.0003405797101449275,0.047229425603995484,Other_Faults,Other_Faults
0,5,0,1817,0.2500361243379399,0.09930164058183995,0.015773560647209986,0.369889125048176,0.19059483432001115,0.02257273273325486,0.05183198233156889,Other_Faults,Other_Faults
0,5,0,1344,0.1404407066529232,0.07876689785287883,0.016201222957712293,0.42085879659857056,0.28108792010333095,0.0016183381148497874,0.06102611771973484,Other_Faults,Other_Faults
0,5,0,1281,0.20606465150099187,0.01581229789035582,0.011878907896397293,0.3433425097484602,0.348239631560711,0.00043842364532019703,0.07422357775776385,Pastry,Other_Faults
0,5,0,1883,0.23083105159257605,0.14641982555709016,0.025725631304448576,0.49194764222760246,0.041552138586457295,0.014841587517267284,0.048682123214558566,Other_Faults,Other_Faults
0,5,0,1681,0.23388035450193798,0.028252020020361642,0.020511983049667455,0.5216798681784053,0.14712304829238512,0.002021052631578947,0.04653167332566376,Other_Faults,Other_Faults
0,5,0,1848,0.08476390265547648,0.03245955994590703,0.022640993876721513,0.660479609940093,0.12589302038775424,0.007287488612179013,0.06647542458186922,Other_Faults,Other_Faults
0,5,0,824,0.12461673221907109,0.45435348290669947,0.005437767269928668,0.2811760205938195,0.09905338479629792,0.0099614248707557,0.025401187343427858,Dirtiness,Dirtiness
0,5,0,817,0.06573846123032037,0.20239362368116165,0.0303850630119783,0.3217946405697176,0.34462132943159207,0.0020737203250094363,0.03299316175022102,Pastry,Dirtiness
0,5,0,831,0.2583655542000387,0.14002434192854277,0.008392859158460183,0.482828279045755,0.041964847808507184,0.028765644237504027,0.039658473621192555,Other_Faults,Dirtiness
0,5,0,837,0.16194004831468906,0.03145301315042819,0.07817860594299232,0.3402879361165527,0.14340541556364952,0.0,0.24473498091168897,Other_Faults,Dirtiness
0,5,0,855,0.034791155771099445,0.6067067793995552,0.012048608716576417,0.16396215672404052,0.14365576610456915,0.0006473657064069845,0.038188167577752605,Dirtiness,Dirtiness
0,5,0,838,0.26951991712819384,0.007492290574177309,0.024707443345173472,0.40699959024517385,0.12683659238677655,0.0063661180322945035,0.15807804828821076,Other_Faults,Dirtiness
0,5,0,612,0.0010598514394896113,3.1581321903902556e-05,0.9531280153804648,0.042073789515562184,0.0007290390562945819,0.0,0.0029777232862848828,K_Scratch,K_Scratch
0,5,0,440,0.0037530844767536624,0.00010114653929520689,0.9814845218709589,0.009726672346760412,0.0023950382544368687,0.0,0.0025395365117948797,K_Scratch,K_Scratch
0,5,0,474,0.002054580514460514,0.00010114653929520689,0.9889547081726214,0.005454799494699647,0.0014371310086039254,0.0,0.001997634270319142,K_Scratch,K_Scratch
0,5,0,611,0.0016716060810018163,0.0001982479885705692,0.9662247901673254,0.023462168873629525,0.0003916289107481599,0.0,0.008051557978724228,K_Scratch,K_Scratch
0,5,0,615,0.003347737822447959,0.0005315813219039025,0.9700793529813391,0.020079174113475422,0.001458678719177279,0.0,0.004503475041656441,K_Scratch,K_Scratch
0,5,0,727,0.03563967684120902,0.0018099426664417177,0.7111506754962577,0.21010767008166636,0.02295078428651214,0.0006071428571428571,0.017734107770769895,K_Scratch,K_Scratch
0,5,0,397,0.029663934100597693,0.0006742283807274319,0.7530404239624632,0.17851519805631666,0.020210319279420397,0.00016558441558441555,0.017730311804889935,K_Scratch,K_Scratch
0,5,0,486,0.003143823254204151,0.0004050014145786536,0.969574539847832,0.015908834040213524,0.0034589669639764663,0.0,0.0075088344791948355,K_Scratch,K_Scratch
0,5,0,425,0.09006753692771587,0.006343503963356905,0.21209746795339013,0.4904847623121308,0.020469510346775747,0.005047285442929726,0.17548993305370095,Other_Faults,K_Scratch
0,5,0,543,0.0025463106290622038,0.00043255534787792855,0.972252617489975,0.019506642417298995,0.0023168417399230287,0.0,0.002945032375863034,K_Scratch,K_Scratch
0,5,0,651,0.0014522347580826075,3.1581321903902556e-05,0.9877146175159781,0.008443968871949745,0.0014220211379533298,0.0,0.0009355763941321969,K_Scratch,K_Scratch
0,5,0,725,0.011212208660471672,0.004474125502717648,0.810139671794635,0.1200317663252746,0.02046338298156726,0.001638095238095238,0.03204074949723879,K_Scratch,K_Scratch
0,5,0,690,0.0008702350373732094,3.1581321903902556e-05,0.9861427219136671,0.011603695267385401,0.0004472408106805467,0.0,0.0009045256489897709,K_Scratch,K_Scratch
0,5,0,735,0.1060193927480695,0.0034681820281820285,0.595339866182019,0.2249497028405321,0.04437499897062572,0.0,0.02584785723057232,K_Scratch,K_Scratch
0,5,0,688,0.11630218271048666,0.006243942991469576,0.2591586008402301,0.4643723061635889,0.017666249424616524,0.011138467887461694,0.12511824998214666,Other_Faults,K_Scratch
0,5,0,664,0.0017769269565651286,3.1581321903902556e-05,0.9560457827298312,0.039383814476689795,0.0007290390562945819,0.0,0.002032855458714929,K_Scratch,K_Scratch
0,5,0,398,0.0033105483237149736,0.00011321397496512703,0.9185261759010104,0.05362574326199845,0.008725178655106993,0.0,0.015699139883203535,K_Scratch,K_Scratch
0,5,0,706,0.004863778555355909,1.7595307917888564e-05,0.9114250128264346,0.07700331224031925,0.002736117676116231,0.0,0.003954183393856088,K_Scratch,K_Scratch
0,5,0,618,0.000679758846897019,3.1581321903902556e-05,0.9918617857431398,0.006005677500411239,0.00046593239946559337,0.0,0.0009552641881824295,K_Scratch,K_Scratch
0,5,0,435,0.0016401089219713141,0.0009916454714261988,0.9689002471769746,0.018438165062338658,0.00374437399871958,0.0,0.00628545936856937,K_Scratch,K_Scratch
0,5,0,437,0.0019060799698159552,0.0009100128183649744,0.976994846983159,0.013249381700146586,0.0025771603534041317,0.0,0.004362518175109299,K_Scratch,K_Scratch
0,5,0,393,0.0058668431287770585,0.0009737809343070033,0.8993403380778575,0.06696831623137413,0.01223176295853646,0.0,0.014618958669147803,K_Scratch,K_Scratch
0,5,0,457,0.0013482995818861116,0.00018277919235643137,0.9869584770818097,0.006523921259714234,0.0025845908498944702,0.0,0.002401932034338771,K_Scratch,K_Scratch
0,5,0,428,0.0027899962017447423,0.0010176194974002247,0.9573238575581168,0.026434150804370622,0.004555779579269621,0.0,0.00787859635909804,K_Scratch,K_Scratch
0,5,0,720,0.028447313283320026,0.0026342619745845556,0.7593808450812686,0.1684453131619753,0.022120476460303958,0.0,0.018971790038547657,K_Scratch,K_Scratch
0,5,0,359,0.09447326931875204,0.01057304229920194,0.5041162152578197,0.3200962338920689,0.05568743790113945,0.011054441684568428,0.003999359646449858,K_Scratch,K_Scratch
0,5,0,732,0.07011980498612788,0.002213118497531088,0.4861592175395458,0.3311593081456796,0.05623458949256764,0.0005694305694305694,0.05354453076911808,K_Scratch,K_Scratch
0,5,0,661,0.0008723514394896114,3.1581321903902556e-05,0.9666829993705511,0.030200454578290327,0.0004472408106805467,0.0,0.0017653724790846071,K_Scratch,K_Scratch
0,5,0,593,0.05572424851287281,0.004082635396768288,0.7254499048757526,0.1428311815459916,0.01595565120283916,0.001667795353940865,0.054288583111834446,K_Scratch,K_Scratch
0,5,0,654,0.08203333527691833,0.007691048188135457,0.11535350432047274,0.18585250433871367,0.024847021914826562,0.544500376962929,0.03972220899800429,Stains,K_Scratch
0,5,0,630,0.0011304864976246693,3.1581321903902556e-05,0.9835536180033904,0.013095095891504989,0.0006972408106805468,0.0,0.0014919774748957157,K_Scratch,K_Scratch
0,5,0,360,0.0868642577394427,0.001985992812740687,0.6226458177178712,0.23321950563953445,0.02346414147680032,0.02988384431884655,0.0019364402947644732,K_Scratch,K_Scratch
0,5,0,734,0.11188907948359977,0.0018367290367290367,0.5896905444838813,0.24196443923682562,0.03714469162574582,3.571428571428571e-05,0.017438801847504574,K_Scratch,K_Scratch
0,5,0,576,0.0011665706768364831,5.755534787792853e-05,0.978291864876455,0.0159359357787361,0.000993825866907156,0.0,0.0035542474531874094,K_Scratch,K_Scratch
0,5,0,388,0.26239119566461716,0.004764138048930118,0.14658839074738303,0.43686157479018706,0.11843910899508431,0.007832421899330992,0.02312316985446807,Other_Faults,K_Scratch
0,5,0,377,0.10234689439136962,0.0023961438588050456,0.710554509024242,0.15239334866927834,0.01892046921160812,0.010825903586370483,0.0025627312583272415,K_Scratch,K_Scratch
0,5,0,723,0.03835246907587588,0.004316472295820121,0.6193589247278756,0.2767758180665349,0.03242887990212888,0.0013585497835497833,0.027408886148214507,K_Scratch,K_Scratch
0,5,0,550,0.005357393785799921,0.0006325553478779284,0.9237606121483507,0.05640480261486701,0.007483457608511639,0.0,0.006361178494593137,K_Scratch,K_Scratch
0,5,0,709,0.004678930070507425,1.7595307917888564e-05,0.90855300053532,0.0813497140308232,0.0026027843427828975,0.0,0.002797975712648408,K_Scratch,K_Scratch
0,5,0,145,0.08016125668285819,0.10236783997860345,0.17921913625971292,0.3297168250717296,0.2342503506773878,0.0,0.07428459132970884,Other_Faults,Pastry
0,5,0,115,0.04651378903228129,0.06208666248189311,0.012685689947596838,0.3392905861635535,0.5060276790007638,0.00019779547916011598,0.0331977978947513,Pastry,Pastry
0,5,0,1,0.259431507121567,0.05610277958281358,0.002348836798009824,0.3254021614602203,0.2862594708945354,0.008733465053928132,0.061721779088925836,Other_Faults,Pastry
0,5,0,111,0.15614587966793483,0.033114224645224996,0.02005648976734922,0.41985920506048263,0.3229871960151821,0.004177362752214378,0.04365964209161267,Other_Faults,Pastry
0,5,0,51,0.09957322917378801,0.032312411714532446,0.013671514841630572,0.3340881147771287,0.282148265321977,0.0,0.23820646417094365,Other_Faults,Pastry
0,5,0,43,0.10569172142608281,0.0651189755231075,0.021519536306774223,0.28301980296572016,0.5031080840750143,0.00015138114236860317,0.021390498560932798,Pastry,Pastry
0,5,0,65,0.14994034394610428,0.04895131528976865,0.007065674544631699,0.31917128831095914,0.3840192097723955,0.00043842364532019703,0.09041374449082089,Pastry,Pastry
0,5,0,97,0.12779364937929885,0.14560622745666252,0.006276596206652961,0.3808672840088919,0.2901245151215928,0.006614421140452497,0.04271730668644895,Other_Faults,Pastry
0,5,0,135,0.11104674595679684,0.02530083404997758,0.08361681628732445,0.4140663181144435,0.21704099750167088,0.00042857142857142855,0.14849971666121578,Other_Faults,Pastry
0,5,0,3,0.16283698006913214,0.10231556584024408,0.007029969774004128,0.494854436444421,0.1759701075125148,0.004860085463676599,0.052132854896007476,Other_Faults,Pastry
0,5,0,116,0.08430935697840972,0.049805378076335075,0.009701470297406286,0.45394437880217414,0.37308926856586777,0.0020271861601637,0.027122961119643442,Other_Faults,Pastry
0,5,0,107,0.18861426494735262,0.060517812710760385,0.011669885024488326,0.338965890905166,0.38316832632764575,0.0019623211863318683,0.015101498898256266,Pastry,Pastry
0,5,0,103,0.07184933897586242,0.16759503123932937,0.024503926687630496,0.3505867715865486,0.3308999840313758,0.0003829018621388394,0.05418204561711461,Other_Faults,Pastry
0,5,0,92,0.08583785633963097,0.048656424874429026,0.032884700082221406,0.35887960454315726,0.36953573707521864,0.0,0.10420567708534341,Pastry,Pastry
0,5,0,123,0.13798862030817036,0.02510118141363173,0.008782557197142193,0.32928087595268135,0.4713847072694367,0.0023182469599047004,0.025143810899033295,Pastry,Pastry
0,5,0,124,0.09276989293586518,0.03989011129392625,0.006865657992329362,0.5084461604485399,0.2823995201717805,0.002551115088490698,0.06707754206906853,Other_Faults,Pastry
0,5,0,327,0.18602395005623648,0.007047580037414643,0.004789746839430577,0.22372822904586434,0.11584761947436817,0.0002426470588235294,0.4623202274878627,Z_Scratch,Z_Scratch
0,5,0,182,0.16096923674971134,0.0033559846233621182,0.0038696895007451354,0.28194255716492417,0.009790459804763996,0.009649510539699301,0.530422561616794,Z_Scratch,Z_Scratch
0,5,0,220,0.21809079425654257,0.008995551428990221,0.027115911380521964,0.20753001361887596,0.016726373588049546,0.0007688876807216785,0.5207724680462984,Z_Scratch,Z_Scratch
0,5,0,224,0.1820044877187476,0.008101644930285718,0.01967996284163331,0.3015596449039541,0.019011281200176068,0.005579811980719421,0.464063166424484,Z_Scratch,Z_Scratch
0,5,0,330,0.11941533270434522,0.005536908705329757,0.19246084483688256,0.5307845414840489,0.01813451990619173,0.007360024942377884,0.12630782742082436,Other_Faults,Z_Scratch
0,5,0,281,0.1685600468255945,0.003268215019833328,0.009145159131859898,0.30302633203155915,0.017263083421824785,0.006868682174852774,0.49186848139447575,Z_Scratch,Z_Scratch
0,5,0,236,0.19978370006604357,0.046524505077353,0.003279194610496279,0.324551834243694,0.18004875428476705,0.008278931274254723,0.2375330804433915,Other_Faults,Z_Scratch
0,5,0,271,0.16678530766288285,0.0036472694479286766,0.0057727883663904415,0.3274712382611267,0.015198559832022169,0.009790613217192164,0.47133422321245727,Z_Scratch,Z_Scratch
0,5,0,259,0.05073836969865408,0.024580663973985752,0.018821735023135402,0.314196191998663,0.10402734528541611,2.531645569620253e-05,0.4876103775644496,Z_Scratch,Z_Scratch
0,5,0,260,0.45126934553461945,0.003962383126214059,0.004457053064675981,0.28545391939927295,0.016667396896607078,0.006025490396240162,0.23216441158237072,Bumps,Z_Scratch
0,5,0,340,0.048454078391173064,0.11466570028853075,0.04675232279510848,0.4065941504380187,0.22356631608126903,0.002193421052631579,0.15777401095326915,Other_Faults,Z_Scratch
0,5,0,291,0.13024624304018395,0.001921953046512531,0.006129197069934697,0.28724142442589284,0.010951098583298615,0.010502592731175497,0.5530074911030018,Z_Scratch,Z_Scratch
0,5,0,319,0.08237639168197967,0.005865153845317383,0.03534541054728056,0.2815576288811319,0.020943184088920232,0.006119932249910159,0.56779229870546,Z_Scratch,Z_Scratch
0,5,0,339,0.1632159832945791,0.10090753182524462,0.006131452464546681,0.43962967389401836,0.15404224442595613,0.0058372427293397,0.13023587136631562,Other_Faults,Z_Scratch
0,5,0,314,0.11649895417501285,0.0011808606209602307,0.003502906413466158,0.14800696633264102,0.02365302854150423,4.7788365808562075e-05,0.7071094955506074,Z_Scratch,Z_Scratch
0,5,0,292,0.17379366393299206,0.0027094948085969756,0.0006393491063073129,0.16365687382077995,0.041706743417486564,4.7788365808562075e-05,0.6174460865480291,Z_Scratch,Z_Scratch
0,5,0,263,0.17758067051585033,0.005787880087270639,0.0449365606854816,0.324746561107644,0.030954121313993783,0.004609124209124209,0.41138508208063557,Z_Scratch,Z_Scratch
0,5,0,256,0.20646759042168952,0.003135752866302065,0.011051707113222573,0.1798302524756407,0.025504404510337145,2.247191011235955e-05,0.5739878207026955,Z_Scratch,Z_Scratch
0,5,0,186,0.1421115313609746,0.003831229255955079,0.008063162178827141,0.2205897297905498,0.07219359606314799,0.002607277464630406,0.5506034738859148,Z_Scratch,Z_Scratch
0,5,0,800,0.03339199569196214,0.003859715510349397,0.017002358210073988,0.07138366563317824,0.007250691054625471,0.8605783024296727,0.006533271470137875,Stains,Stains
0,5,0,805,0.1561870960267614,0.019777849202538254,0.042742958408680684,0.24106729910237482,0.028844365413245646,0.4894439798130006,0.021936452033398494,Stains,Stains
0,5,0,779,0.03469429563098202,0.0005756035429948473,0.016178187983134553,0.07195007510028056,0.010799706257740268,0.8610447146390777,0.004757416845790113,Stains,Stains
0,5,0,745,0.04467247912791065,0.001971597737774208,0.02280395457137312,0.07813708228427524,0.009813856612924709,0.8413090949979567,0.0012919346677860608,Stains,Stains
0,5,0,743,0.033317741677018155,0.0016618024161367813,0.02557157587879732,0.07944448491593223,0.012181663516168112,0.8455792524318805,0.002243479164067399,Stains,Stains
0,5,0,785,0.02691819004288787,0.0016257311332784727,0.01880457507078374,0.0729586067452264,0.009292534275089486,0.8669225251464139,0.003477837586320292,Stains,Stains
0,5,0,807,0.046708856337401676,0.005746352059757296,0.02932073238439494,0.23647366441444034,0.010811713356409057,0.6512337489245312,0.01970493252306609,Stains,Stains
0,6,0,901,0.5633101970559349,0.003617078990840601,0.006297332131233061,0.3656948846377986,0.022601801123423824,0.00919667766686881,0.02928202839390011,Bumps,Bumps
0,6,0,1029,0.5909263003229686,0.0071653428606902455,0.009426066831604707,0.24646712507523585,0.05457302591455134,0.0006339814357053062,0.09080815755924442,Bumps,Bumps
0,6,0,1077,0.42348290711159065,0.022993022048323195,0.027667300437248174,0.35128095021632594,0.10194176491839933,0.030855923497605246,0.04177813177050823,Bumps,Bumps
0,6,0,952,0.17644447144173786,0.028175390090261997,0.029486531150684808,0.43796409475588133,0.10475200558417502,0.0,0.2231775069772594,Other_Faults,Bumps
0,6,0,905,0.5067555292375453,0.002305994753440778,0.003632013903109056,0.31845401315268684,0.09203735305055583,0.0008503640667866922,0.0759647318358758,Bumps,Bumps
0,6,0,1066,0.21304132952333316,0.0418759446366603,0.035058248881472166,0.609327343047663,0.03536488848745382,0.021741192532470144,0.043591052890947085,Other_Faults,Bumps
0,6,0,975,0.44527978082059216,0.05195682259990808,0.01977171671963832,0.299777813304216,0.07137476833452686,0.04431701672036948,0.06752208150074945,Bumps,Bumps
0,6,0,1266,0.4623800404503565,0.008831441611275763,0.01287660785479633,0.4019921167033061,0.02629748084889747,0.002400752635737156,0.08522155989563084,Bumps,Bumps
0,6,0,1016,0.5540679447186209,0.002335118767090042,0.019569519167660032,0.35528566170703085,0.04116337218190099,0.0002361111111111111,0.0273422723465863,Bumps,Bumps
0,6,0,1123,0.4247028694041473,0.018931318605825618,0.00973265815013566,0.33457615132432955,0.17967928249846515,0.007804818959232212,0.024572901057864728,Bumps,Bumps
0,6,0,889,0.2505424021062597,0.00459948777801719,0.02654732919523604,0.3930351311840085,0.011485783624198068,0.0022463369963369962,0.31154352911594424,Other_Faults,Bumps
0,6,0,1061,0.44764546960033785,0.006362226031342473,0.04499261249950733,0.35447969254632805,0.06909881528499084,0.00024106066693451185,0.0771801233705594,Bumps,Bumps
0,6,0,1168,0.4249154383330766,0.013151176871571609,0.01628276240430306,0.40803372244469277,0.026924595276532955,0.0017724251744600102,0.1089198794953631,Bumps,Bumps
0,6,0,1224,0.6557742637240414,0.005690123667755245,0.0059080121031359414,0.24267506893504878,0.01893719701689633,0.0004722222222222222,0.07054311233090045,Bumps,Bumps
0,6,0,1147,0.5461519065657406,0.0048476634797875885,0.0217001419955884,0.3614698625381334,0.024391023925107717,0.002833857782100048,0.03860554371354211,Bumps,Bumps
0,6,0,994,0.23258486351282393,0.10949973368049318,0.02439777298076522,0.474365379568075,0.0284727996033636,0.006957891613197217,0.12372155904128217,Other_Faults,Bumps
0,6,0,1018,0.5471575206663544,0.0008306139433702173,0.0057623188992805465,0.3788274673990102,0.03944332868403018,0.0025604690363428815,0.025418281371611718,Bumps,Bumps
0,6,0,873,0.23374349926790255,0.02677922744889921,0.025978626031054254,0.34195545083416506,0.34020552563377465,0.01103784744873281,0.020299823335471735,Other_Faults,Bumps
0,6,0,1109,0.19646017497868581,0.06458193620798082,0.004089848550791071,0.4568244806389075,0.17395694885160812,0.0007250527414092139,0.10336155803061814,Other_Faults,Bumps
0,6,0,904,0.6956992261073832,0.009653874659911812,0.0065367225962327,0.23276312966142546,0.014758965276427867,0.002453452893022634,0.03813462880559649,Bumps,Bumps
0,6,0,1235,0.5444599976692553,0.011062301197470805,0.00582755997872097,0.30566878549979437,0.038888007524172305,0.0,0.09409334813058655,Bumps,Bumps
0,6,0,1040,0.35319992474962786,0.004782010688925034,0.016023891469926603,0.3845424305108365,0.1583011577399662,0.05253170227662489,0.030618882564093883,Other_Faults,Bumps
0,6,0,1228,0.7057634357883279,0.007892223909561371,0.0015206208965799757,0.2216750410472078,0.010855443027306668,0.0009111111111111111,0.05138212421990519,Bumps,Bumps
0,6,0,1158,0.5334662574033698,0.006253331143486906,0.030782342270488598,0.26452598926053855,0.041020787200937804,0.000265828468792097,0.1236854642523869,Bumps,Bumps
0,6,0,1203,0.20122165646969142,0.043608179957741806,0.029090416337193496,0.552538834955057,0.01622431825818801,0.009682876299826764,0.14763371772230202,Other_Faults,Bumps
0,6,0,997,0.4566074280569479,0.004864907556990344,0.004994477249782853,0.376130024349778,0.12116667410587031,0.006455774574582624,0.029780714106048826,Bumps,Bumps
0,6,0,1041,0.24730222610179117,0.0029389212958793884,0.011393681298040855,0.3064363438841429,0.08734021348298145,0.325916575428045,0.01867203850911953,Stains,Bumps
0,6,0,1084,0.48939544350585323,0.009999949185712639,0.03661263146431829,0.3391806546662275,0.11513806587757547,0.005044213108362164,0.004629042191950927,Bumps,Bumps
0,6,0,1012,0.30005998210991036,0.07097402952619056,0.0036250165333407114,0.38273191921163907,0.09956478965453314,0.0028013653013653013,0.14024289766302134,Other_Faults,Bumps
0,6,0,903,0.559401990217805,0.006767913407213297,0.0041518794258028156,0.3021602011051248,0.038746239310009596,0.0030054269423651038,0.08576634959167952,Bumps,Bumps
0,6,0,944,0.6708584854190143,0.004804307989164634,0.005504940595908501,0.25717284088177944,0.020227540450021585,0.0018311687455641941,0.039600715918548045,Bumps,Bumps
0,6,0,1046,0.6926343941248475,0.0008773310023310023,0.008893544355410095,0.25630682866630633,0.01804351038365395,0.001022201017811705,0.0222221904496402,Bumps,Bumps
0,6,0,1002,0.47282202165361276,0.0037021624895497555,0.028302001299948636,0.4096327678227772,0.040203536615917024,0.001216695146958305,0.04412081497123659,Bumps,Bumps
0,6,0,949,0.32211133063026104,0.00022730471498944404,0.014932892434057453,0.4909050443432764,0.08706530670884682,0.00837114532907853,0.07638697583949028,Other_Faults,Bumps
0,6,0,1250,0.4876948784192677,0.026604117662747267,0.04260793510967263,0.3255527258884723,0.10128249752994603,0.0067024388137077095,0.00955540657618608,Bumps,Bumps
0,6,0,883,0.20842428676059924,0.0357086738328477,0.015189092266225166,0.5626964042652284,0.02232706396175087,0.012123758593747432,0.14353072031960126,Other_Faults,Bumps
0,6,0,1135,0.2706675911154226,0.015588242994688232,0.061547550509876356,0.4396800724717247,0.1760546437727915,0.002684058658074691,0.033777840477422716,Other_Faults,Bumps
0,6,0,978,0.4825423852823183,0.03183612482204955,0.05592472006986869,0.3127245577082425,0.039334718794028084,0.04342672915045108,0.034210764173041704,Bumps,Bumps
0,6,0,1080,0.378328476210928,0.03600797260365295,0.03627773525701384,0.3572594833009434,0.02633124775738371,0.12603883950298767,0.03975624536709124,Bumps,Bumps
0,6,0,1195,0.33610535886120974,0.08698879173336162,0.01910622534577728,0.35247166913623074,0.09884618683135314,0.035002155112022884,0.07147961298004557,Other_Faults,Bumps
0,6,0,1294,0.07585142877298813,0.008784182992503097,0.02591734013053844,0.623751356005081,0.24185230630199128,0.0007493137254901962,0.02309407207140796,Other_Faults,Other_Faults
0,6,0,1472,0.5500418208056391,0.006021134999368948,0.019015441971169524,0.3014844870674485,0.040677371525045816,0.0011937950937950938,0.08156594853753353,Bumps,Other_Faults
0,6,0,1896,0.3562882278099519,0.006927343637151523,0.01853938816903867,0.5079066540228763,0.029516112054919746,0.0002133458646616541,0.08060892844140018,Other_Faults,Other_Faults
0,6,0,1476,0.5129880430227419,0.017525116629994123,0.039272710317469345,0.3464921386802557,0.0672522099356378,0.0033265227634688395,0.013143258650432296,Bumps,Other_Faults
0,6,0,1286,0.17435754196159406,0.10206703038900129,0.004721414497321273,0.4072790533447496,0.24539294868568237,0.008012597529205915,0.05816941359244627,Other_Faults,Other_Faults
0,6,0,1816,0.2531156802347323,0.010619834885670502,0.006542877176007408,0.3344462906423741,0.16944572965195645,0.02927921931834735,0.19655036809091214,Other_Faults,Other_Faults
0,6,0,1431,0.6471576234433758,0.004226885761870281,0.003696171309228325,0.234674109604074,0.016125832453112953,0.007428108490172831,0.08669126893816596,Bumps,Other_Faults
0,6,0,1869,0.33635530986606604,0.008295796478882454,0.003216366395042865,0.3924339373694804,0.12722878847078056,0.003052432770481551,0.12941736864926678,Other_Faults,Other_Faults
0,6,0,1587,0.4860527174757537,0.004126602457084353,0.0111072916707657,0.4100421683007859,0.023067115535732916,0.001346038112214583,0.06425806644766302,Bumps,Other_Faults
0,6,0,1712,0.1686720676322057,0.023301252840726528,0.052169596705501996,0.6878836486719806,0.025835369274688158,0.017012378449723645,0.025125686425173814,Other_Faults,Other_Faults
0,6,0,1878,0.30604663024628664,0.011840556539127819,0.015819463399543703,0.5496856350872982,0.005206170880892497,0.002803361344537815,0.10859818250231391,Other_Faults,Other_Faults
0,6,0,1477,0.3842591324113788,0.008018810480544846,0.04624130308476659,0.49766401992243486,0.028565841605742694,0.006640672654683315,0.028610219840448564,Other_Faults,Other_Faults
0,6,0,1904,0.32186798589920035,0.00731950941931592,0.008685095234590939,0.5513278287606085,0.013209481522949014,0.00864280605015899,0.08894729311317719,Other_Faults,Other_Faults
0,6,0,1558,0.13324092457917727,0.11789941855680733,0.012419445513373406,0.6344028628451676,0.026479732840203878,0.03608222115689609,0.0394753945083747,Other_Faults,Other_Faults
0,6,0,1684,0.02966644460641911,0.031636932030173946,0.08652119177360769,0.62888140809221,0.06754574645010844,0.0,0.15574827704748112,Other_Faults,Other_Faults
0,6,0,1361,0.24669852782357327,0.009540032088295953,0.11713410580053012,0.4908889811322503,0.0806688669787445,0.0020101953242929156,0.053059290852312924,Other_Faults,Other_Faults
0,6,0,1435,0.39827145033833145,0.0024360533438964813,0.011456907940594499,0.37894075517949277,0.1139722767680898,0.054298945497969,0.04062361093162682,Bumps,Other_Faults
0,6,0,1531,0.2361008698087313,0.003616039252106129,0.004726731541192585,0.29311278075513003,0.14646333380700463,0.0,0.31598024483583587,Z_Scratch,Other_Faults
0,6,0,1850,0.09142094308317032,0.03855093336473249,0.03573266256811586,0.6408950414516338,0.10724690709015947,0.010365180124260187,0.0757883323179284,Other_Faults,Other_Faults
0,6,0,1428,0.32375643178495883,0.012671958199948733,0.010515892299721843,0.47279329652990537,0.019476672623167785,0.006001423123805766,0.15478432543849235,Other_Faults,Other_Faults
0,6,0,1871,0.6144960434388266,0.003344181807744169,0.0022933674897920517,0.3179351888670767,0.04220988425616975,0.004055236286001434,0.015666097854389625,Bumps,Other_Faults
0,6,0,1592,0.014803995677905584,0.010833046091522972,0.7301150015477107,0.11869998634581483,0.07286598954415516,0.0,0.05268198079289003,K_Scratch,Other_Faults
0,6,0,1487,0.06557235036323283,0.010157162498388073,0.026839249640330458,0.8179769721179223,0.036182287756354056,0.00016666666666666666,0.043105310957105625,Other_Faults,Other_Faults
0,6,0,1931,0.15972512871858893,0.011991728575937605,0.06041372407225248,0.7191144857532806,0.007223404759435476,0.00884456435118253,0.03268696376932262,Other_Faults,Other_Faults
0,6,0,1659,0.35788362480585706,0.09857155284865746,0.00971603097058625,0.35796838137264997,0.13635599372144547,0.01955359504708695,0.019950821233717452,Other_Faults,Other_Faults
0,6,0,1333,0.15965706683703088,0.034966103968177634,0.017169865780455797,0.5870049222206906,0.1545698507261455,0.0008595827487379524,0.0457726077187624,Other_Faults,Other_Faults
0,6,0,1589,0.15729631359799193,0.028078585625558473,0.04227230709108016,0.7122546603886439,0.027772113220403717,0.004970387995550284,0.027355632080771273,Other_Faults,Other_Faults
0,6,0,1643,0.5064118141562569,0.008871889412414317,0.10161372108665367,0.2771784195071521,0.07049362218065695,0.027674648786746595,0.007755884870119868,Bumps,Other_Faults
0,6,0,1689,0.11188922481782287,0.012020856753604387,0.13871097506509592,0.5790076299745888,0.019726145017607985,0.028715407691205806,0.10992976068007447,Other_Faults,Other_Faults
0,6,0,1696,0.047376213528055273,0.11130212904087708,0.013723903207430985,0.4981753731709239,0.2738548892160708,1.8867924528301885e-05,0.05554862391211369,Other_Faults,Other_Faults
0,6,0,1665,0.5632668356337135,0.004838659635334828,0.018723126776639655,0.3421293827120749,0.029382552986428626,0.00875766211622989,0.03290178013957845,Bumps,Other_Faults
0,6,0,1825,0.0812929776861556,0.05100465531693744,0.11581840964798652,0.6052794538634975,0.07651026248042163,0.017791504869568008,0.05230273613543336,Other_Faults,Other_Faults
0,6,0,1715,0.09445383008661727,0.003498772048143864,0.32541131583765787,0.5293812434958314,0.008828416398140332,0.016558314789382432,0.021868107344226905,Other_Faults,Other_Faults
0,6,0,1748,0.053494210315272246,0.03298060123913105,0.21711826468316545,0.5754699674697442,0.06826075166604388,0.0015365924446642247,0.05113961218197906,Other_Faults,Other_Faults
0,6,0,1697,0.09709465383221662,0.036157979598519026,0.023497735732261955,0.561472538453065,0.2044369970868063,0.003701211071577331,0.07363888422555372,Other_Faults,Other_Faults
0,6,0,1757,0.2036690199657448,0.011085492314943705,0.009786600661213663,0.2453191541404858,0.036056418380635266,0.005028217014175043,0.4890550975228022,Z_Scratch,Other_Faults
0,6,0,1915,0.14816013838538256,0.009343315262031334,0.069854862719732,0.6656954716177707,0.007332545051580646,0.05773735551332196,0.04187631145018121,Other_Faults,Other_Faults
0,6,0,1359,0.14914533581444894,0.016555825579458724,0.07682792793321924,0.6844594888292342,0.010293293513421085,0.0050423321161012155,0.057675796214116934,Other_Faults,Other_Faults
0,6,0,1427,0.4712192390451493,0.0037417556412485415,0.0025022636976433682,0.3694796291708126,0.0190003860235708,0.014862732659634248,0.1191939937619415,Bumps,Other_Faults
0,6,0,1807,0.3093566855315361,0.009775544272357996,0.004927887463413779,0.48808263776422933,0.034651872517270005,0.022596896214741806,0.13060847623645117,Other_Faults,Other_Faults
0,6,0,1512,0.30152387068823344,0.04989328989501593,0.008267038295183151,0.431280540227227,0.14943635101998579,0.012404311734040094,0.04719459814031504,Other_Faults,Other_Faults
0,6,0,1446,0.5024921091993482,0.00154273898234187,0.005595705505341305,0.3997126981751616,0.0629867001518359,0.0007088494570917231,0.0269611985288795,Bumps,Other_Faults
0,6,0,1641,0.6048776477585236,0.005796845189363559,0.0391235023760548,0.2832968420300169,0.04032958475446837,0.019500896953708626,0.007074680937863746,Bumps,Other_Faults
0,6,0,1849,0.08839541075650446,0.06176296968401497,0.037566457729484526,0.6386614234288459,0.09912055837706125,0.014131903770477239,0.06036127625361184,Other_Faults,Other_Faults
0,6,0,1719,0.14677076485076676,0.02373956025202251,0.027099395610145554,0.5118829101026307,0.2476381102745988,0.0033765456066685525,0.03949271330316811,Other_Faults,Other_Faults
0,6,0,1784,0.11029329385329466,0.008828887790434276,0.06122127988190336,0.7512677081043113,0.009773206623186289,0.014526275743259912,0.04408934800361073,Other_Faults,Other_Faults
0,6,0,1650,0.3238165310956998,0.04022770605050752,0.022035212905378104,0.4047188515007747,0.13183460416985235,0.03268589577652727,0.04468119850126067,Other_Faults,Other_Faults
0,6,0,1824,0.11126992334768189,0.010920159889632419,0.012805441342418317,0.3464896226671877,0.08781487938658965,0.00024476190476190474,0.43045521146172855,Z_Scratch,Other_Faults
0,6,0,1908,0.13086548041834675,0.0065260216864843675,0.0930857742422422,0.6222190009261657,0.011083740972665236,0.027881041545943404,0.1083389402081528,Other_Faults,Other_Faults
0,6,0,1889,0.17338858173171565,0.03319070993069542,0.015890051116920188,0.590680071474119,0.05569111241430117,0.09922732768329358,0.03193214564895477,Other_Faults,Other_Faults
0,6,0,1271,0.055718464460677165,0.039408956024505615,0.17665377602706267,0.44800372832197694,0.17476772658487397,0.00145,0.10399734858090412,Other_Faults,Other_Faults
0,6,0,1385,0.11243317869237977,0.018172935723409844,0.05246931617086212,0.7009721773434546,0.018678987672394544,0.04106813008255935,0.056205274314939484,Other_Faults,Other_Faults
0,6,0,1314,0.1715950928614634,0.04301104568798788,0.011255977965689294,0.4892935740879825,0.22086714189069476,0.007122962479783848,0.05685420502639888,Other_Faults,Other_Faults
0,6,0,1547,0.25849471421419934,0.031157888948649588,0.03583749733005026,0.47002745226426185,0.09052307631796283,0.010084657430647148,0.10387471349422968,Other_Faults,Other_Faults
0,6,0,1405,0.4558293445829386,0.0017308006847334292,0.007088618957450639,0.4201749348814162,0.09225568846609342,0.003711006597770467,0.01920960582959768,Bumps,Other_Faults
0,6,0,1636,0.6654403934787092,0.012317328937380708,0.005581742046841908,0.24732540993956895,0.045003770420209595,0.0013510689863622677,0.022980286190927086,Bumps,Other_Faults
0,6,0,1616,0.12928178870823695,0.06751161031452937,0.01932218421376114,0.6859268364961346,0.013563755429419717,0.025067602337950617,0.05932622249996727,Other_Faults,Other_Faults
0,6,0,1511,0.09286295960262547,0.09184247317079594,0.07084870811395125,0.4661342132925309,0.1735749071001889,0.0004615384615384616,0.1042752002583697,Other_Faults,Other_Faults
0,6,0,1360,0.08795945508335641,0.03716610752916978,0.02963859725251755,0.5095827502623217,0.01416555701124582,0.28751047797603874,0.033977054885350154,Other_Faults,Other_Faults
0,6,0,1867,0.07418237331662624,0.026993853674331506,0.02357672369142473,0.7554124152073921,0.02111072420637064,0.01771810675890424,0.08100580314495044,Other_Faults,Other_Faults
0,6,0,1925,0.18613938378852626,0.019996020838655593,0.06894919327765071,0.5665673655031517,0.060358819016417764,0.00129293515516248,0.09669628242043576,Other_Faults,Other_Faults
0,6,0,1753,0.08378263800511794,0.01594461523785943,0.015043272662294282,0.21736867731552106,0.05952833884061032,0.0,0.6083324579385981,Z_Scratch,Other_Faults
0,6,0,1549,0.31976886522182746,0.04151755496319273,0.06616570248595295,0.39136564284734526,0.10963484964575415,0.037685285967051216,0.033862098868876755,Other_Faults,Other_Faults
0,6,0,1891,0.23622621601922114,0.012909980759980762,0.11103147833321853,0.517731317110311,0.01694301098798003,0.002377331002331002,0.10278066578695806,Other_Faults,Other_Faults
0,6,0,1458,0.43551871503004086,0.012696815609458637,0.15439623546972656,0.30635086197380706,0.055912739142296455,0.012375681822217086,0.022748950952453263,Bumps,Other_Faults
0,6,0,1813,0.35159210303086785,0.109518965556176,0.021229272496487678,0.31635749320030765,0.08290686549825263,0.06343503844517914,0.05496026177272992,Bumps,Other_Faults
0,6,0,1373,0.447452402300668,0.004691861804010143,0.004402845216676226,0.34978803032936795,0.030680498747496867,0.031700516064366704,0.13128384553741398,Bumps,Other_Faults
0,6,0,863,0.30760287072888537,0.19945743142904382,0.012253508734232872,0.31934896203614954,0.09741793177434037,0.030613926556154462,0.03330536874119434,Other_Faults,Dirtiness
0,6,0,821,0.14764347462371658,0.31822781384581983,0.01767499546427253,0.281124400909064,0.17840451583903608,0.002411120738759307,0.05451367857933267,Dirtiness,Dirtiness
0,6,0,846,0.07589209571315783,0.3998834090751657,0.050742378441373456,0.32398952814710913,0.07824940244755464,0.0050722789738419415,0.0661709072017976,Dirtiness,Dirtiness
0,6,0,823,0.13573477949629228,0.38296384679105205,0.009232737713113075,0.29074108847471697,0.1312156525398866,0.006668267615440292,0.043443627369499284,Dirtiness,Dirtiness
0,6,0,825,0.2124012804284677,0.28272698719109235,0.011277026776267135,0.2816860209037435,0.1672313498637254,0.013532467914180028,0.03114486692252442,Dirtiness,Dirtiness
0,6,0,857,0.11885414052949765,0.4567999975382131,0.005635281437168,0.20744861818101737,0.1627619371190687,0.011165373071088088,0.037334652123947654,Dirtiness,Dirtiness
0,6,0,396,0.00880001417992049,0.0009144511402575918,0.9315264531647023,0.036772086544747715,0.007864866157176654,0.00015384615384615385,0.013968282659348841,K_Scratch,K_Scratch
0,6,0,718,0.010976607754582667,0.002579055592274363,0.9161783307652058,0.057945894941703886,0.0054404809537256914,0.0003983413590155163,0.006481288633492177,K_Scratch,K_Scratch
0,6,0,556,0.0026773204993349124,0.0002365079365079365,0.9611876640059523,0.03104909386201779,0.0014247839673200188,0.0,0.0034246297288670307,K_Scratch,K_Scratch
0,6,0,717,0.033566676454117365,0.00850735572627689,0.8045149539130273,0.11718918941247383,0.018496747068508287,0.0003983413590155163,0.01732673606658137,K_Scratch,K_Scratch
0,6,0,531,0.007253762466532664,0.0010591036414565823,0.9365593795266237,0.04489593095266725,0.0026681362187605056,0.0,0.007563687193959262,K_Scratch,K_Scratch
0,6,0,427,0.002238410035414606,0.00021405008292462314,0.9798188173941652,0.010767649229740052,0.003522729125040577,0.0,0.0034383441327145606,K_Scratch,K_Scratch
0,6,0,552,0.008965642134611339,1.4285714285714285e-05,0.9208706027544676,0.04873468176288738,0.010660980029322533,0.0,0.010753807604425751,K_Scratch,K_Scratch
0,6,0,698,0.0031784448192698077,2.3947550034506554e-05,0.9794553520128594,0.014851510035678962,0.0005474545852809985,0.0,0.0019432909968761423,K_Scratch,K_Scratch
0,6,0,646,0.0005784312002067603,2.3947550034506554e-05,0.9854643278013905,0.01233699596033906,0.00029395808178449506,0.0,0.0013023394062446304,K_Scratch,K_Scratch
0,6,0,636,0.0005951760614006741,2.3947550034506554e-05,0.9922935621352031,0.00585433177111905,0.0005161803040067174,0.0,0.000716802178235714,K_Scratch,K_Scratch
0,6,0,540,0.014050488248419521,0.0017449956101843723,0.9057176099390607,0.05915148206166475,0.00833228708877178,0.00019047619047619045,0.010812660861422648,K_Scratch,K_Scratch
0,6,0,516,0.005865889344009322,0.0001882436313117199,0.9494877941539256,0.03135115263301557,0.0058171662535393565,0.0,0.007289753984198004,K_Scratch,K_Scratch
0,6,0,652,0.002399529494422244,0.0006350586611456177,0.9647118194467612,0.029475540293854238,0.0010172590217645118,0.0005454545454545454,0.0012153385365979866,K_Scratch,K_Scratch
0,6,0,738,0.3959281832399022,0.0049047292418733564,0.06403802281021485,0.4308337412824495,0.03497238428099544,0.023153324875743262,0.04616961426882183,Other_Faults,K_Scratch
0,6,0,473,0.0010180755608190993,0.0003073902294073348,0.9910165268042249,0.004568174151177457,0.0010955702259578036,0.0,0.0019942630284129517,K_Scratch,K_Scratch
0,6,0,680,0.0016874198057891866,0.0006350586611456177,0.9851336724059021,0.010575683335785662,0.0008495136373400507,0.0,0.0011186521540374212,K_Scratch,K_Scratch
0,6,0,476,0.001735466865166925,0.0003073902294073348,0.9845974490504924,0.006473260823527557,0.003677194157581736,0.0,0.003209238873823579,K_Scratch,K_Scratch
0,6,0,414,0.0023627103387303225,0.00029772839365854254,0.9772032896498482,0.012636990249499248,0.0029669047250408718,0.0,0.004532376643222527,K_Scratch,K_Scratch
0,6,0,667,0.0013415807098384098,6.316323630901636e-05,0.9599723269144206,0.03548145023467548,0.0007542755421019553,0.0,0.0023872033626546967,K_Scratch,K_Scratch
0,6,0,728,0.04020925269145141,0.0024094497861160747,0.6707671171812567,0.2490977564393374,0.018929401109963467,0.0007159884178390457,0.01787103437403593,K_Scratch,K_Scratch
0,6,0,574,0.0008930680106114347,1.4285714285714285e-05,0.9867264159606325,0.009730699977676371,0.000858876200762832,0.0,0.0017766541360308107,K_Scratch,K_Scratch
0,6,0,471,0.0024253522492722573,0.0003073902294073348,0.9811021726695154,0.009843418910605823,0.003556549450627822,0.0,0.002765116490570761,K_Scratch,K_Scratch
0,6,0,421,0.11175232435674551,0.007536164964251949,0.17309148938107355,0.57567945643911,0.030077769372885588,0.0018853009805905223,0.09997749450534285,Other_Faults,K_Scratch
0,6,0,355,0.06717536293381485,0.05846102067668374,0.16990788746772686,0.5247799715880814,0.1314168499104866,0.0016747353630214607,0.046584172060185405,Other_Faults,K_Scratch
0,6,0,448,0.10674976098624205,0.016519017065886384,0.2975789064635818,0.4327049534671071,0.037094064794579606,0.0004338129474605901,0.10891948427514339,Other_Faults,K_Scratch
0,6,0,681,0.0005386359717705583,6.316323630901636e-05,0.9705592109624205,0.027210283953644377,0.00026864162608829256,0.0,0.0013600642497670421,K_Scratch,K_Scratch
0,6,0,547,0.0103044015938285,0.0006792429792429792,0.9138849531961855,0.046314438564323636,0.011044424864795972,0.00019047619047619045,0.017582062611147666,K_Scratch,K_Scratch
0,6,0,491,0.016966177150285096,9.66183574879227e-06,0.8915858929367405,0.07684619584188834,0.003255715592650756,0.002717840299235648,0.008618516343450408,K_Scratch,K_Scratch
0,6,0,619,0.0015252292420932408,2.3947550034506554e-05,0.9824720693318195,0.014521087849506537,0.0005186416260882926,0.0,0.0009390244004579365,K_Scratch,K_Scratch
0,6,0,583,0.006041522215439697,1.4285714285714285e-05,0.9425260110964364,0.04154698747708423,0.00231891803159118,0.0,0.007552275465162667,K_Scratch,K_Scratch
0,6,0,557,0.004339261918131173,1.4285714285714285e-05,0.9639696369977915,0.021749939685482854,0.0018188084821310505,0.0,0.008108067202177728,K_Scratch,K_Scratch
0,6,0,410,0.004101546941282623,0.00024112462007363686,0.9698589119094877,0.014706923796117932,0.0042530575412713795,0.0,0.006838435191766476,K_Scratch,K_Scratch
0,6,0,418,0.03343249197536072,0.0007824175824175824,0.784857538836595,0.1539927310745949,0.011876263190575173,0.000782051282051282,0.01427650605840522,K_Scratch,K_Scratch
0,6,0,597,0.0007000698028707461,0.0006350586611456177,0.9865274568650265,0.01051836850351205,0.00029395808178449506,0.0,0.0013250880856604766,K_Scratch,K_Scratch
0,6,0,367,0.17696294739252313,0.0037812665908621285,0.5280561195093373,0.23664383009113665,0.036792378951032684,0.012535387103956684,0.005228070361151601,K_Scratch,K_Scratch
0,6,0,415,0.00568799192288679,0.0005477283936585425,0.9354151019692932,0.027078183376761454,0.011092830738231037,0.0,0.020178163599168412,K_Scratch,K_Scratch
0,6,0,497,0.002206293762557892,0.0003073902294073348,0.9798005404578833,0.010579460715795163,0.0024884964517787665,0.0,0.004617818382576907,K_Scratch,K_Scratch
0,6,0,568,0.0011160090029400651,1.4285714285714285e-05,0.98061915435164,0.015473678290104612,0.0007076156965611513,0.0,0.0020692569444682924,K_Scratch,K_Scratch
0,6,0,606,0.0006008433424813093,2.3947550034506554e-05,0.9924162438503054,0.00553306813564331,0.0005161803040067174,0.0,0.000909716817528472,K_Scratch,K_Scratch
0,6,0,42,0.15275149449436426,0.027052984397741058,0.06370223748235043,0.3294233566161098,0.3990640556099831,0.000972210110496208,0.027033661288954944,Pastry,Pastry
0,6,0,80,0.05925735890151594,0.10007263198176576,0.09728275330584074,0.5443780253968192,0.14733320250528356,0.002515419684208095,0.04916060822456707,Other_Faults,Pastry
0,6,0,4,0.048339051955700575,0.06574132461232539,0.060843579305394906,0.4721213611007343,0.24796367154555538,0.0012619047619047618,0.10372910671838487,Other_Faults,Pastry
0,6,0,154,0.14786222096364998,0.04757369438676225,0.026476360713349478,0.27643847623526613,0.19404255263757214,0.0027054511278195486,0.30490124393558093,Z_Scratch,Pastry
0,6,0,81,0.2857132594664556,0.049984930034453354,0.04977630935254784,0.40438071463536684,0.18432606331090023,0.01559498970139421,0.010223733498882333,Other_Faults,Pastry
0,6,0,66,0.283045973841923,0.026451837834597952,0.0012870813397129189,0.38403772787687773,0.2458446378925285,0.0016420763447079234,0.05769066486965279,Other_Faults,Pastry
0,6,0,53,0.3682826810516598,0.01479747795757497,0.006156140308989677,0.31182833695853723,0.23330801970959514,0.00015384615384615385,0.06547349785979731,Bumps,Pastry
0,6,0,70,0.36034043008183203,0.0066595735134134006,0.0032263944237429917,0.4695255169528503,0.09119739404839108,0.0008872377622377623,0.0681634532175328,Other_Faults,Pastry
0,6,0,60,0.38193720878247295,0.013311325818632291,0.005197136432951699,0.3815184952547225,0.13688373447911778,0.01128806927098555,0.06986402996111755,Bumps,Pastry
0,6,0,98,0.22980053179046836,0.041044450808486614,0.004519222693234812,0.415668658777002,0.27241526472588695,0.0142292429905006,0.022322628214420905,Other_Faults,Pastry
0,6,0,9,0.07046013693867145,0.057243029101739236,0.058164718835093845,0.461677250929407,0.2527156551751906,0.0,0.0997392090198981,Other_Faults,Pastry
0,6,0,110,0.2025804578567498,0.05418923509123305,0.008159539679541812,0.3740683243463409,0.27775331151626365,0.00624832484732712,0.07700080666254422,Other_Faults,Pastry
0,6,0,153,0.18032489636332533,0.012953882443776363,0.009207584809885,0.22784578414621146,0.29355546418274614,0.0012634920634920633,0.27484889599056467,Pastry,Pastry
0,6,0,18,0.15391590727088694,0.02790655504589843,0.02520428440078492,0.4312467273961325,0.31722628141785914,0.006412498447042921,0.038087746021395884,Other_Faults,Pastry
0,6,0,6,0.053474852582334254,0.04490485506011055,0.2099419011735414,0.4377565190274573,0.18897503230464616,0.00023717948717948717,0.06470966036473122,Other_Faults,Pastry
0,6,0,150,0.1942711622741669,0.020802096646387356,0.011579269986077964,0.30442887766999477,0.2823363043546945,0.00145,0.18513228906867915,Other_Faults,Pastry
0,6,0,305,0.06446693784062578,0.01948371917142417,0.033777153144154255,0.26954598885658626,0.11336193150861615,0.0,0.49936426947859364,Z_Scratch,Z_Scratch
0,6,0,226,0.12530605656807584,0.02363180612985549,0.003566816471799626,0.2048926053598849,0.14530934759518307,0.0031105671482075975,0.49418280072699433,Z_Scratch,Z_Scratch
0,6,0,208,0.0986011287102822,0.014627475333003537,0.015131516704197007,0.20741860366281764,0.03550818957098601,0.0,0.6287130860187146,Z_Scratch,Z_Scratch
0,6,0,284,0.08047112430943425,0.0376443861428997,0.019999745918261667,0.5468005793192702,0.009979117833885418,0.024755568462544987,0.2803494780137037,Other_Faults,Z_Scratch
0,6,0,240,0.3718990699617886,0.006383640323306584,0.012477875306667876,0.3295565088318441,0.06408571217583531,0.021385465929006392,0.19421172747155155,Bumps,Z_Scratch
0,6,0,250,0.14669409101204064,0.0017329164952694365,0.005689336288154309,0.3332081053056854,0.008288028259938247,0.00938245933572991,0.4950050633031825,Z_Scratch,Z_Scratch
0,6,0,204,0.07591512910354721,0.015728940025886116,0.02282647336307659,0.2414590290052895,0.062436123767885404,0.0,0.5816343047343157,Z_Scratch,Z_Scratch
0,6,0,280,0.13103020037580357,0.018120117322364203,0.020909897634630525,0.3496646383239257,0.011910890380187177,0.013935363567154439,0.4544288923959347,Z_Scratch,Z_Scratch
0,6,0,276,0.19528208114670756,0.00484626724455218,0.051739814813939175,0.30152618921252233,0.010359348349378066,0.00010526315789473683,0.43614103607500604,Z_Scratch,Z_Scratch
0,6,0,185,0.20719809744497877,0.0030411696146990267,0.012328989457395027,0.3971444260999809,0.015597146732733618,0.00023333333333333333,0.36445683731687917,Other_Faults,Z_Scratch
0,6,0,309,0.08997823794418311,0.022434262667454737,0.02203612136156155,0.2172586014548847,0.053194060060096575,0.0,0.5950987165118197,Z_Scratch,Z_Scratch
0,6,0,290,0.13466957382699207,0.0038851029439838985,0.005245044067624714,0.17563567337199906,0.02097071852794571,9.302325581395348e-05,0.6595008640056411,Z_Scratch,Z_Scratch
0,6,0,282,0.09566779085060165,0.008918137640980222,0.005947727991149044,0.18915912130211684,0.06116497302490839,0.0032608669108669113,0.6358813822793774,Z_Scratch,Z_Scratch
0,6,0,248,0.13960662955417916,0.004457487230280675,0.005328560995335672,0.23603197628777464,0.014080014382119041,0.012168343898811941,0.5883269876514992,Z_Scratch,Z_Scratch
0,6,0,334,0.14176794866786885,0.0038257842974471347,0.212000595689705,0.4623865187178056,0.01103796540637883,0.006561666529610535,0.1624195206911848,Other_Faults,Z_Scratch
0,6,0,242,0.1575598697777613,0.0017722901951849322,0.004784920874743741,0.29369352388822584,0.007966990296726513,0.007108608599263074,0.5271137963680955,Z_Scratch,Z_Scratch
0,6,0,295,0.10460634737836377,0.01152062936203803,0.03370894851805042,0.29490471391130985,0.0049667355034162,0.0042285856083911,0.546064039718431,Z_Scratch,Z_Scratch
0,6,0,299,0.1979955235790672,0.00212241311078109,0.004326375365309897,0.1899211401360487,0.028105329268297747,0.004174987787734025,0.5733542307527615,Z_Scratch,Z_Scratch
0,6,0,322,0.12251541406752885,0.007211126710379182,0.040202930916437514,0.28594940162510896,0.021653227921468468,0.000696969696969697,0.5217709290621075,Z_Scratch,Z_Scratch
0,6,0,765,0.05074632295803336,0.0021766703957715196,0.04827042530249537,0.1280208625795673,0.01830871234083397,0.7410935555839323,0.011383450839365717,Stains,Stains
0,6,0,774,0.025052207767513452,0.0011564956272995372,0.02399492734172466,0.07791193453259099,0.009239148929242698,0.8600545378532414,0.0025907479483869666,Stains,Stains
0,6,0,747,0.03180824637937984,0.0033108727873433757,0.044685587707291814,0.054303467520558195,0.004252802026623272,0.8603797307971326,0.0012592927816712982,Stains,Stains
0,6,0,801,0.016632975032441676,0.00282655906185318,0.03838231243790998,0.06230362081913717,0.0034228507744583974,0.8755200081401476,0.0009116737340522507,Stains,Stains
0,6,0,739,0.17313896015836008,0.03276197688014121,0.013016871870819239,0.6740853853772033,0.016026955015637875,0.019809473677628107,0.0711603770202101,Other_Faults,Stains
0,6,0,792,0.012795717469332047,0.004915022089340597,0.008460370138150338,0.03967030401015229,0.0017004652165465237,0.9309273997233782,0.0015307213530998697,Stains,Stains
0,6,0,770,0.09723418126162696,0.0048294724580145824,0.04122389893392814,0.3371258833425589,0.018126764445471157,0.46875170266777244,0.03270809689062832,Stains,Stains
0,7,0,907,0.3841128844816105,0.011621203844647867,0.027044005230221137,0.385696638739552,0.045990384551691355,0.0005959922430510665,0.14493889090922626,Other_Faults,Bumps
0,7,0,1205,0.6205866346018822,0.00383328147944247,0.004593739214002372,0.2740739647263084,0.008565183842290996,0.0016648656954944992,0.08668233044057926,Bumps,Bumps
0,7,0,1074,0.4014755005918529,0.02558704559708148,0.04375888685501199,0.4146987875305294,0.028808159059495065,0.07044150130543624,0.015230119060593423,Other_Faults,Bumps
0,7,0,939,0.35867784521535484,0.003667628043989191,0.0046140031916998975,0.24817204079945043,0.08731726706357987,0.0006349188963646795,0.29691629678956105,Bumps,Bumps
0,7,0,1173,0.6835226353979003,0.0005201479284524266,0.0055589269957430475,0.2739085033189055,0.026894825038385313,0.0015938022761552175,0.008001159044458165,Bumps,Bumps
0,7,0,1247,0.5335759652906932,0.04308230234535699,0.025561732528255873,0.32730018606965844,0.04712017007859671,0.01766274482431728,0.0056968988631217665,Bumps,Bumps
0,7,0,1092,0.35873109979552315,0.005914968219909831,0.06364150611533541,0.47287896689326275,0.048735791219262685,0.03345228295868857,0.016645384798018154,Other_Faults,Bumps
0,7,0,932,0.5181336851801883,0.0022327440923396373,0.011444164748707462,0.33864810134249207,0.09904669729474486,0.004792020773631909,0.025702586567896247,Bumps,Bumps
0,7,0,1153,0.25593100616723075,0.017539392448317176,0.1323465501122732,0.40932164926483705,0.027745477519723602,0.002607655090008031,0.15450826939761042,Other_Faults,Bumps
0,7,0,1087,0.33747767581673305,0.00504136812127492,0.11524419315934509,0.43842733139164564,0.05064642468935361,0.03434597767603596,0.018817029145611872,Other_Faults,Bumps
0,7,0,1229,0.6835051128837385,0.007011266180163742,0.004672513185129285,0.24555840467850146,0.004737283033444024,0.002174407455289808,0.052341012583733006,Bumps,Bumps
0,7,0,1254,0.12672572341617344,0.013834048700990207,0.014481883600458033,0.20191395507717697,0.2971218232502067,0.0027121882542236525,0.34321037770077223,Z_Scratch,Bumps
0,7,0,1218,0.7372001120754247,0.0015615634365634364,0.004262659151747901,0.19092471161361155,0.010322065233379982,0.001047222222222222,0.05468166626705045,Bumps,Bumps
0,7,0,980,0.5011455571537193,0.03446703649219673,0.022612230035724223,0.3115136410357703,0.10644260851299718,0.01518203177582782,0.008636894993765264,Bumps,Bumps
0,7,0,1263,0.33380335771525677,0.013078261479498815,0.017921075093514267,0.3607992612605203,0.09085331212625497,5.3097345132743365e-05,0.18349163497982254,Other_Faults,Bumps
0,7,0,1259,0.4946448895644325,0.004998031654190829,0.0065320411726590205,0.3144342930306697,0.05308014921220767,0.0,0.1263105953658403,Bumps,Bumps
0,7,0,1001,0.4098688257751456,0.001913117749050823,0.00794129189494301,0.4450704870329649,0.10106432286288089,0.009620485560191442,0.024521469124823433,Other_Faults,Bumps
0,7,0,1134,0.08528470104036753,0.01878345890564797,0.26715887408123956,0.5051174775534472,0.04229255336453508,0.0045187756687756694,0.07684415938598681,Other_Faults,Bumps
0,7,0,869,0.14174730783715805,0.026653548023385026,0.04132079064320704,0.41610718731046664,0.2682691652640666,0.0022238881836626205,0.10367811273805445,Other_Faults,Bumps
0,7,0,1072,0.35667074878403865,0.011774367490269782,0.007021827442754138,0.4150720922203791,0.019970812035473566,0.023817454211670412,0.16567269781541555,Other_Faults,Bumps
0,7,0,884,0.5252794392214024,0.004893324188051517,0.016523006372407393,0.2687262033957002,0.04580439440298796,0.005045962945369846,0.13372766947408055,Bumps,Bumps
0,7,0,1138,0.0894085854434762,0.045437338061013355,0.041279018527836775,0.38511679056051296,0.24237415041914048,0.0008822866053779043,0.19550183038264268,Other_Faults,Bumps
0,7,0,1023,0.511942491068956,0.005649058055060333,0.003223023292599213,0.32041724846798236,0.09689210957796521,0.003962786209918951,0.057913283327518356,Bumps,Bumps
0,7,0,1210,0.562731115968111,0.016207140388440025,0.008614326188461334,0.29983186557585445,0.014146977821237756,0.005688586413586413,0.09277998764430857,Bumps,Bumps
0,7,0,1149,0.40634006827322117,0.008252107273531421,0.012846362113531655,0.41897180567891057,0.029188238812032214,0.002000228366404837,0.12240118948236901,Other_Faults,Bumps
0,7,0,1058,0.4495230815772747,0.006227181271476168,0.004047239129957348,0.43206257671124043,0.03579323843745427,0.023895192570426667,0.04845149030217061,Bumps,Bumps
0,7,0,1083,0.18730511495905913,0.04859752710379199,0.1247058223447605,0.39967548456849544,0.18435107792614996,0.00047058823529411766,0.054894384862449214,Other_Faults,Bumps
0,7,0,872,0.30605970252520687,0.008197900063476513,0.09403146013291656,0.4696560905818658,0.10509900318260855,0.012309049364644234,0.0046467941492818665,Other_Faults,Bumps
0,7,0,1142,0.32647109110072414,0.004998117558060013,0.023867982210653373,0.5233006694891051,0.01192105635188817,0.003936923213140251,0.1055041600764283,Other_Faults,Bumps
0,7,0,1104,0.1330975115597094,0.03445240934879789,0.025740563401262927,0.6814000693312044,0.04697978359349469,0.0038677904501433916,0.07446187231538695,Other_Faults,Bumps
0,7,0,992,0.5421702110067185,0.03110201386368514,0.009144041688034824,0.34801683570006003,0.02746932658688337,0.005441917742480499,0.036655653412137966,Bumps,Bumps
0,7,0,1209,0.6904519628643127,0.0033110464956440195,0.003784641516482949,0.2413692483882187,0.010978105125677368,0.0018031215161649942,0.04830187409349887,Bumps,Bumps
0,7,0,1211,0.5270871497933266,0.014055897718839317,0.00397614571437433,0.29130412876594586,0.05390622676717297,0.0024394191053213983,0.10723103213501993,Bumps,Bumps
0,7,0,957,0.6332722353247602,0.006822647527910688,0.003637678987678988,0.31130159238651145,0.02688163875087555,0.00650432661283122,0.011579880409432372,Bumps,Bumps
0,7,0,1194,0.40157037228754244,0.02114228674537358,0.05345610092647189,0.38780924237380676,0.03171352083826488,0.08097019785714728,0.023338278971393785,Bumps,Bumps
0,7,0,1059,0.6891993339474836,0.0007405683325961964,0.004786087960027588,0.2494799466109624,0.014006196307981207,0.002707092313169847,0.03908077452777923,Bumps,Bumps
0,7,0,1111,0.17302936969152447,0.024704523609382956,0.03964548373325462,0.69936870412842,0.006642935220953797,0.02528434383031789,0.03132463978614612,Other_Faults,Bumps
0,7,0,1201,0.4462749150282116,0.0089865300807912,0.006817916790811528,0.39088004245610103,0.013109596487912658,0.009780218079134486,0.12415078107703781,Bumps,Bumps
0,7,0,969,0.09877245840076977,0.015770141038871692,0.1428652860101383,0.6509530591093057,0.01701749131215075,0.008359920538863244,0.06626164358990061,Other_Faults,Bumps
0,7,0,1126,0.2963462621918554,0.012705699868202013,0.02634877484829728,0.5354378782741915,0.06304861894704987,0.011315306058551322,0.05479745981185271,Other_Faults,Bumps
0,7,0,1382,0.08999966536984957,0.010104074771118115,0.32638429454221823,0.4961052050122538,0.015429578067262162,0.0017979704506020293,0.06017921178669597,Other_Faults,Other_Faults
0,7,0,1312,0.06281651990912052,0.08394121229838765,0.010486409690906091,0.5537353137792768,0.21164049896245543,0.0013630952380952381,0.07601695012175842,Other_Faults,Other_Faults
0,7,0,1929,0.15624460763068226,0.0042655638551224295,0.14486075516965985,0.5234402016658748,0.024043640329554018,0.006553333287945913,0.14059189806116065,Other_Faults,Other_Faults
0,7,0,1338,0.14379433065224245,0.021093023364279918,0.015192279126593175,0.6034226233873308,0.1576705299383174,0.0033284334023464457,0.055498780128890216,Other_Faults,Other_Faults
0,7,0,1543,0.07762088972012346,0.03750194892997899,0.3225758248767694,0.37203564378550963,0.09807755525684816,0.0008636363636363636,0.0913245010671343,Other_Faults,Other_Faults
0,7,0,1535,0.15088244044500265,0.020781200390131482,0.169967884895146,0.41056604804819774,0.11767607849848465,0.0,0.1301263477230379,Other_Faults,Other_Faults
0,7,0,1279,0.21663086546757043,0.019569438968761795,0.0068618480053250575,0.3945162670614864,0.2439513277620892,0.0001836734693877551,0.11828657926538007,Other_Faults,Other_Faults
0,7,0,1526,0.08910185343123682,0.03505462343487656,0.0982652290258507,0.5297810194503701,0.08794962898956105,0.004981421356421357,0.1548662243116835,Other_Faults,Other_Faults
0,7,0,1429,0.34146521641584915,0.04760755066307794,0.0018059484183085399,0.3065669003831098,0.15124002027531522,0.003910546875481471,0.14740381696885838,Bumps,Other_Faults
0,7,0,1866,0.08725729015949872,0.025330926549672842,0.027678548807972873,0.7271794895111307,0.023553829470935896,0.021790185736079184,0.08720972976470928,Other_Faults,Other_Faults
0,7,0,1501,0.07125980846038363,0.04543513843618805,0.0236974521912546,0.6182049341038599,0.18694395254638876,0.00012941176470588237,0.05432930249721955,Other_Faults,Other_Faults
0,7,0,1520,0.15201273444648083,0.09533177988922487,0.02738077253057352,0.3679141554582539,0.2927434097916649,0.02896478281398876,0.035652365069813396,Other_Faults,Other_Faults
0,7,0,1498,0.04985146011450558,0.017294513352536272,0.027378209619552177,0.7729184165733606,0.07532377336415902,0.001,0.05623362697588646,Other_Faults,Other_Faults
0,7,0,1731,0.13963499980636443,0.016633157263113357,0.05443899119951088,0.6437862080719545,0.05751302722723194,0.005984386300076593,0.08200923013174821,Other_Faults,Other_Faults
0,7,0,1663,0.17316914251362747,0.03785488719730182,0.005070605018289767,0.4764979617815081,0.24461782226429163,0.0035004173448035343,0.05928916388017776,Other_Faults,Other_Faults
0,7,0,1803,0.24555494586186752,0.0028380940954470368,0.002408948530418446,0.5811024676662165,0.03294180340043046,0.011325987352016127,0.12382775309360419,Other_Faults,Other_Faults
0,7,0,1287,0.245884525049691,0.12399129819947453,0.01263205592971263,0.3757622252366801,0.15094715940915523,0.024899578317378726,0.06588315785790819,Other_Faults,Other_Faults
0,7,0,1770,0.17397675086010211,0.005194204683638549,0.04980708183769508,0.697877918956792,0.02219836650957545,0.020413755085791838,0.030531922066405134,Other_Faults,Other_Faults
0,7,0,1611,0.5359832686609841,0.0216480105040702,0.0005163456178981585,0.28336983000462423,0.11081935281722356,0.0017954320989132806,0.04586776029628695,Bumps,Other_Faults
0,7,0,1760,0.21757817978087995,0.029224705804901746,0.00196364574439887,0.19765531787702467,0.1654052993297724,0.001207232683478608,0.38696561877954433,Z_Scratch,Other_Faults
0,7,0,1673,0.1507746293279621,0.23039589471600064,0.01068400964974837,0.24781269582106044,0.29389879034926986,0.012470269213647961,0.05396371092231143,Pastry,Other_Faults
0,7,0,1397,0.20499437711958837,0.016342855582798646,0.09891047433186387,0.5337860222118146,0.11378488592098822,0.002894997150799501,0.02928638768214687,Other_Faults,Other_Faults
0,7,0,1739,0.38661138624350133,0.004956853219725104,0.003692823072380395,0.4195146880431412,0.10772659071552801,0.0008450046685340803,0.07665265403719032,Other_Faults,Other_Faults
0,7,0,1892,0.21449324952160928,0.035454777960257824,0.025120627939799273,0.47913518880110084,0.018010562033592095,0.015942468650133924,0.21184312509350725,Other_Faults,Other_Faults
0,7,0,1702,0.038997526772400634,0.04985172612729899,0.03550921126405783,0.6759892674920459,0.06471842544467361,0.0005,0.1344338428995226,Other_Faults,Other_Faults
0,7,0,1291,0.04424455382590517,0.046631183972716414,0.08754269985972561,0.5718402891824488,0.17763739819408683,0.0,0.0721038749651169,Other_Faults,Other_Faults
0,7,0,1841,0.1210905264128187,0.01070872796625758,0.10729448266420373,0.7104076155914439,0.0077226473053949845,0.025312466504688377,0.017463533555192534,Other_Faults,Other_Faults
0,7,0,1761,0.3905998285275745,0.005102628514749007,0.017026924071527522,0.3932023812897441,0.017180725716557037,0.005409176727984777,0.17147833515186317,Other_Faults,Other_Faults
0,7,0,1593,0.12184597145515588,0.020975008889262275,0.028278648602286318,0.6708449314149497,0.046913012497772494,0.0026765177203257697,0.1084659094202473,Other_Faults,Other_Faults
0,7,0,1365,0.13315449819340403,0.008272060979955718,0.11485658456834531,0.6847474376573488,0.015961788870178205,0.024849568711383,0.01815806101938491,Other_Faults,Other_Faults
0,7,0,1682,0.19744824873927944,0.011328144603787267,0.06265506208846741,0.5074012929600564,0.06742927494983933,0.011805735199750731,0.14193224145881936,Other_Faults,Other_Faults
0,7,0,1307,0.2389833763720904,0.027572530753319537,0.0028596604928009155,0.31443695877832406,0.2955922173138995,0.00013032581453634084,0.12042493047502979,Other_Faults,Other_Faults
0,7,0,1919,0.20572699351167997,0.0041111289587605375,0.045878806322936075,0.6210523710207783,0.0143552287088996,0.01740558373486762,0.09146988774207795,Other_Faults,Other_Faults
0,7,0,1775,0.2085319776772277,0.003215766496145752,0.04035961404560161,0.6585354488134212,0.012719726337177757,0.0245248171991901,0.05211264943123658,Other_Faults,Other_Faults
0,7,0,1318,0.11959458992791606,0.009079884603155213,0.05068491173537029,0.7429126913967166,0.03545734505634352,0.01720946339693471,0.025061113883563642,Other_Faults,Other_Faults
0,7,0,1743,0.1333410341888705,0.012611465836487947,0.05839686906231553,0.704041588691237,0.016327093945172226,0.013768135622301917,0.06151381265361454,Other_Faults,Other_Faults
0,7,0,1897,0.3706764466514457,0.014400178113257684,0.0187463036933154,0.45947115870117966,0.030403614842973357,0.0014687785487321095,0.10483351944909619,Other_Faults,Other_Faults
0,7,0,1855,0.20250997551945563,0.016051038069083173,0.004128112805331435,0.43849870155962356,0.2205971916075881,0.0008640928835302237,0.11735088755538857,Other_Faults,Other_Faults
0,7,0,1577,0.13477668794457678,0.13474734068976965,0.013927424001223137,0.3957668437226053,0.18513717825877934,0.001049431818181818,0.13459509356486418,Other_Faults,Other_Faults
0,7,0,1283,0.13554066215608476,0.07483577926992813,0.004303653486393942,0.43030154748910365,0.30116358241557517,0.004465051649599821,0.04938972353331538,Other_Faults,Other_Faults
0,7,0,1366,0.23848683502646784,0.017779126321755833,0.01753036264561033,0.579288353065642,0.031087757484006297,0.02565046174707362,0.0901771037094442,Other_Faults,Other_Faults
0,7,0,1414,0.400070854046706,0.0184990996704087,0.0309291145603257,0.38975146346842704,0.0928851055707809,0.018468359192811798,0.04939600349054019,Bumps,Other_Faults
0,7,0,1754,0.12829981738778815,0.010952901942038563,0.03712190280703741,0.26356567541066855,0.008175955538242066,0.016094104546254904,0.5357896423679703,Z_Scratch,Other_Faults
0,7,0,1899,0.2672074239174474,0.03848403442289901,0.022145265401379947,0.5866761935738786,0.024753983923277233,0.006070413401527953,0.0546626853595894,Other_Faults,Other_Faults
0,7,0,1320,0.09232980163110167,0.013980206770597194,0.03410004047795402,0.7719787269037839,0.049633531869427906,0.007221808514425496,0.030755883832710086,Other_Faults,Other_Faults
0,7,0,1937,0.1297138819101921,0.003292216117216117,0.19689530694159238,0.5502603258918869,0.01336241342301377,0.00539256935874583,0.10108328635735345,Other_Faults,Other_Faults
0,7,0,1879,0.41263118824881856,0.0035771210482820385,0.005576809743986463,0.44416468938972553,0.008826974487768952,0.0034040149523727405,0.12181920212904597,Other_Faults,Other_Faults
0,7,0,1647,0.2648176029996399,0.0061112859649415235,0.05717139060677178,0.48442628614224226,0.08647697909559461,0.06589909819332598,0.03509735699748419,Other_Faults,Other_Faults
0,7,0,1601,0.19216109194777378,0.05996526992909095,0.011258996283538764,0.3220074296830123,0.12730092433263404,0.0003608939553022349,0.28694539386864837,Other_Faults,Other_Faults
0,7,0,1394,0.12077443056932011,0.029200294035347955,0.046546311553996064,0.7155553846118892,0.017026596894159588,0.03373137545993116,0.03716560687535631,Other_Faults,Other_Faults
0,7,0,1881,0.21389012160867113,0.033868398670946966,0.03232509512212043,0.4313110313780947,0.008217930704126152,0.022785656314118646,0.2576017662019221,Other_Faults,Other_Faults
0,7,0,1585,0.2932861317736989,0.0358810421050515,0.0049473705064183105,0.2942995162666212,0.2532473997725868,0.0006462887989203778,0.11769225077670366,Other_Faults,Other_Faults
0,7,0,1510,0.3005853457895536,0.00921904427762339,0.01942643239449207,0.5410633524069438,0.04490644441125347,0.013081476579814372,0.07171790414031944,Other_Faults,Other_Faults
0,7,0,1519,0.25093745030390036,0.018297318448011527,0.03384724692308971,0.41417259956262703,0.2450383348125703,0.009545253828320452,0.02816179612148146,Other_Faults,Other_Faults
0,7,0,1309,0.3210311806798722,0.00706250699177906,0.017185362561918095,0.389309061643771,0.11774262607708214,0.0066880870129242065,0.14098117503265412,Other_Faults,Other_Faults
0,7,0,1936,0.1385439839676318,0.0025581113331113333,0.06833839169934215,0.6956683582660736,0.006643063926746849,0.01607256205755979,0.07217552874953471,Other_Faults,Other_Faults
0,7,0,1858,0.16898815001405906,0.052177146205094484,0.03069088479372165,0.7034981784908761,0.014687720218447772,0.003642585020410619,0.026315335257390035,Other_Faults,Other_Faults
0,7,0,1447,0.5767073332836212,0.004900558050480651,0.015271005880829976,0.3214266228354325,0.027353365580686077,0.0018313519813519812,0.05250976238759768,Bumps,Other_Faults
0,7,0,1873,0.14418505821907873,0.050491688914243264,0.022004281035916038,0.6885948540307557,0.019100262517107006,0.0023224830724830722,0.07330137221041665,Other_Faults,Other_Faults
0,7,0,1920,0.15913227329446283,0.0056914639282286345,0.13022832571338652,0.5086610281498796,0.007586976585505997,0.02032978268365076,0.16837014964488634,Other_Faults,Other_Faults
0,7,0,1902,0.16158486100366767,0.03287624508289604,0.011238989195086757,0.7154841456603761,0.0197936127342562,0.024407186732340463,0.03461495959137661,Other_Faults,Other_Faults
0,7,0,1297,0.09016834848018179,0.010436797939470477,0.024667602951925955,0.6512525302960154,0.18497318882012542,0.0024291775881273123,0.03607235392415394,Other_Faults,Other_Faults
0,7,0,1938,0.16514888312918233,0.0033474669951089964,0.19112964955233527,0.48130707822443314,0.025643066096018866,0.008034415005792337,0.12538944099712956,Other_Faults,Other_Faults
0,7,0,1302,0.06978920329110871,0.016863567237875587,0.017335458595195925,0.5104786880004749,0.3566591155667681,0.0003033248081841432,0.028570642500392714,Other_Faults,Other_Faults
0,7,0,1618,0.33080908674329923,0.004192417565969429,0.017752013499192563,0.3664806324890368,0.033836833143272134,0.0023739789457300725,0.24455503761350003,Other_Faults,Other_Faults
0,7,0,1800,0.18520369212137472,0.009211334669031903,0.016440302405522488,0.6072114226509228,0.029654943821116376,0.01778321833037705,0.13449508600165477,Other_Faults,Other_Faults
0,7,0,1758,0.15971445373449106,0.01641599359893078,0.037774472692852175,0.3637553300560969,0.02174760424852647,0.008140953808833066,0.3924511918602697,Z_Scratch,Other_Faults
0,7,0,854,0.05592013086090627,0.6275061615175651,0.009161534112527975,0.10897074900089253,0.1694587704191078,0.0014866612554112555,0.027495992833589434,Dirtiness,Dirtiness
0,7,0,858,0.17945901056086458,0.2924784298793759,0.004677241872782995,0.26983476582702726,0.18993365635825163,0.011956836976618148,0.0516600585250803,Dirtiness,Dirtiness
0,7,0,818,0.1379534884720604,0.35011542304216925,0.009860115406294414,0.29535034657624315,0.1531830012599484,0.002112804238861457,0.051424821004423645,Dirtiness,Dirtiness
0,7,0,836,0.39328375338220656,0.12669322856244872,0.012347255965992803,0.3535860258503255,0.026529424232547148,0.014811462144666478,0.07274884986181301,Bumps,Dirtiness
0,7,0,859,0.16245492580471543,0.36398092397154486,0.006036411590541279,0.2235148852752277,0.19955893434782937,0.016355105597536387,0.02809881341260557,Dirtiness,Dirtiness
0,7,0,826,0.19413545627422044,0.276479061409744,0.01477060178654499,0.3068387754092705,0.10986124005805871,0.014584842121173407,0.08333002294098853,Other_Faults,Dirtiness
0,7,0,635,0.0004955247848765387,0.0,0.991568547455749,0.006790364697097219,0.000252826645904241,1.2048192771084338e-05,0.0008806882236017583,K_Scratch,K_Scratch
0,7,0,649,0.006459594451676146,0.0009064935064935066,0.9260468631925667,0.04118275590140628,0.010181546848671496,1.2048192771084338e-05,0.015210697906414734,K_Scratch,K_Scratch
0,7,0,548,0.003295916211445238,0.0004852941176470588,0.9535499750785097,0.03280769630675562,0.002747585766613437,0.0,0.007113532519028592,K_Scratch,K_Scratch
0,7,0,357,0.17311811277546305,0.01053642644642202,0.3493018597058332,0.39975654472937483,0.01747243295749283,0.03898578238711923,0.010828840998295163,Other_Faults,K_Scratch
0,7,0,429,0.0013110621836406144,0.0002627141110019299,0.9840239513603434,0.008856771988597077,0.0015320461028938976,0.0,0.004013454253523084,K_Scratch,K_Scratch
0,7,0,570,0.0037803917126029408,0.0007272727272727273,0.9404274943466486,0.03948824897795976,0.009122296633475992,0.000910293806806172,0.005544001795233873,K_Scratch,K_Scratch
0,7,0,363,0.10704174439213032,0.016568202062056833,0.5444631341471797,0.24389428996457047,0.03594610187566446,0.04677188765086827,0.00531463990753039,K_Scratch,K_Scratch
0,7,0,382,0.10580127192964642,0.016268983736669435,0.20658689441182093,0.5440694616299722,0.08368392242659797,0.0032077014488779195,0.04038176441641513,Other_Faults,K_Scratch
0,7,0,463,0.0006533089550743904,0.0005087034158147642,0.9900534281888187,0.005341385150648087,0.0015366393074057296,0.0,0.0019065349822388307,K_Scratch,K_Scratch
0,7,0,537,0.012801588943361739,0.0021424369747899165,0.8885382722293265,0.07475359009066657,0.0073858983089996645,0.0004,0.013978213452855884,K_Scratch,K_Scratch
0,7,0,482,0.0006533089550743904,0.0005087034158147642,0.9901683271787176,0.005840122524385459,0.0011730029437693663,0.0,0.0016565349822388307,K_Scratch,K_Scratch
0,7,0,605,0.045758683141386196,0.00868754887053778,0.6156781666585258,0.21219344009877295,0.014204949625586877,0.0060191295976125695,0.09745808200757833,K_Scratch,K_Scratch
0,7,0,736,0.05953680199509067,0.009356307185043248,0.6666539489160351,0.18407088426615484,0.049298453210172746,0.0,0.031083604427503745,K_Scratch,K_Scratch
0,7,0,539,0.04960421366452642,0.014828472780723221,0.3343384190780958,0.476494827081195,0.04515930589414856,0.0012833333333333332,0.07829142816797764,Other_Faults,K_Scratch
0,7,0,696,0.0008510512073835471,8.695652173913043e-05,0.9815407973255381,0.015577614269765172,0.0008838611286628616,1.2048192771084338e-05,0.0010476713541398765,K_Scratch,K_Scratch
0,7,0,532,0.004049584403203601,0.001042207792207792,0.9353045432915372,0.04746999069578451,0.005850789241750623,0.0,0.0062828845755162,K_Scratch,K_Scratch
0,7,0,545,0.027284121519832283,0.0028001319368327043,0.7494891851382599,0.17608850346341806,0.01945115521174151,0.00075,0.02413690272991522,K_Scratch,K_Scratch
0,7,0,529,0.00888295001319313,0.0008785714285714285,0.9408583530859773,0.034638248760797734,0.004349200943905972,0.0,0.010392675767554286,K_Scratch,K_Scratch
0,7,0,715,0.022118359943109043,0.0033569060166886255,0.8605471352092081,0.08949454649281871,0.014023569471481994,0.0006460351208756595,0.009813447745817707,K_Scratch,K_Scratch
0,7,0,666,0.05554338719219641,0.021053023058962547,0.56099031735366,0.2255219423603859,0.03434159272161038,0.004637801087801088,0.09791193622538354,K_Scratch,K_Scratch
0,7,0,366,0.11166600097375035,0.0058449568884230115,0.24040981746925957,0.5202443692750292,0.07978919193927662,0.0064159751632779215,0.035629688290983605,Other_Faults,K_Scratch
0,7,0,349,0.07561210115931755,0.0035224219162766886,0.6673740500911475,0.21456404152739705,0.018919590575933374,0.017239880319123428,0.002767914410804893,K_Scratch,K_Scratch
0,7,0,538,0.0007197639323517829,0.00023529411764705883,0.9731001525420464,0.021000613143713043,0.002499139476061883,0.0,0.002445036788179922,K_Scratch,K_Scratch
0,7,0,609,0.004632861490019542,0.0003246753246753247,0.9210182565129331,0.05772186217090194,0.00609719938097127,1.2048192771084338e-05,0.010193096927727607,K_Scratch,K_Scratch
0,7,0,640,0.00048717616682581437,0.0,0.9894313166446078,0.009241211013393553,0.0001975597587998479,1.2048192771084338e-05,0.0006306882236017584,K_Scratch,K_Scratch
0,7,0,423,0.002076561390316292,0.0002627141110019299,0.9728538662018283,0.018070909470563775,0.0033065559068154657,0.0,0.0034293929194741456,K_Scratch,K_Scratch
0,7,0,553,0.0289264171164619,0.00278688141923436,0.7822543246271703,0.14348898792302764,0.013910694973435358,0.0,0.028632693940670282,K_Scratch,K_Scratch
0,7,0,470,0.001086001262766698,0.0005087034158147642,0.9840700076411125,0.009544891168439823,0.0031338615296279517,0.0,0.0016565349822388307,K_Scratch,K_Scratch
0,7,0,504,0.0020269370609758185,0.0,0.9705115226600736,0.02025074304394265,0.002484576640080679,0.0001453815261044177,0.004580839068822907,K_Scratch,K_Scratch
0,7,0,565,0.00362498265945898,0.0002857142857142857,0.9504844317025917,0.0347049032714657,0.0045713677009646585,0.0,0.0063286003798045595,K_Scratch,K_Scratch
0,7,0,589,0.04257141793404831,0.007285999965865035,0.6001051619377776,0.227373429906154,0.019936208186510887,0.005445616792611562,0.09728216527703303,K_Scratch,K_Scratch
0,7,0,546,0.0053306576348963386,0.0006547619047619047,0.9298736098911806,0.04695598712503582,0.0043895124673636685,0.00075,0.012045470976761128,K_Scratch,K_Scratch
0,7,0,498,0.0024427195444849796,0.0005087034158147642,0.9819729277656187,0.008689808500594722,0.0019063362771026993,0.0,0.004479504496384815,K_Scratch,K_Scratch
0,7,0,477,0.0019802508896714257,0.0002627141110019299,0.9900099423344138,0.00572786844081061,0.0009415776282790814,0.0,0.0010776465958234644,K_Scratch,K_Scratch
0,7,0,371,0.10249402855685955,0.0026995312922782613,0.5825840541033913,0.2611933529576108,0.013848362060934935,0.02722779898582163,0.009952872043104242,K_Scratch,K_Scratch
0,7,0,436,0.08129860071572112,0.026290078816778365,0.41076887933104395,0.33237644731006605,0.03731267261128126,0.0006871794871794872,0.11126614172792963,K_Scratch,K_Scratch
0,7,0,689,0.002810363857198021,0.0005064935064935065,0.9507167193664285,0.03801480011587677,0.0012185272663836617,1.2048192771084338e-05,0.006721047694848199,K_Scratch,K_Scratch
0,7,0,716,0.01880532132975982,0.0031569060166886254,0.8779722910487946,0.07619267299449273,0.012894737136051188,0.0006460351208756595,0.01033203635333736,K_Scratch,K_Scratch
0,7,0,481,0.0005699756217410571,0.0005087034158147642,0.9907653365247527,0.0049792242894614374,0.0013952251659915883,0.0,0.0017815349822388306,K_Scratch,K_Scratch
0,7,0,69,0.37605116513792874,0.00122188503195814,0.004554744413923538,0.40170821378609567,0.14078374159515386,0.004113095565711664,0.0715671544692288,Other_Faults,Pastry
0,7,0,91,0.06329667958300444,0.046008434753549425,0.08621988074661494,0.4034056194312108,0.280085055593278,0.00021729171853427788,0.12076703817380813,Other_Faults,Pastry
0,7,0,84,0.21420493213906844,0.005681989638576278,0.06381017564174966,0.5047509428095776,0.11102578122916568,0.0023039104489790026,0.09822226809288397,Other_Faults,Pastry
0,7,0,100,0.3063217733904452,0.060483188407481875,0.042280681271331326,0.40761943120710403,0.11137692334943479,0.0552348360757584,0.01668316629844512,Other_Faults,Pastry
0,7,0,25,0.19245879764446452,0.03881542247263637,0.03704212852917287,0.38780848198138795,0.30552828243701724,0.007017532426338143,0.03132935450898389,Other_Faults,Pastry
0,7,0,156,0.14993642681961766,0.013391525180316855,0.005908637337201454,0.2150050680551004,0.38882652298678727,0.001177425936636463,0.22575439368434091,Pastry,Pastry
0,7,0,102,0.16466711456231223,0.018562878635098416,0.027602210860907448,0.40686922402120895,0.313728598272032,0.0016646879905808478,0.06690528565786065,Other_Faults,Pastry
0,7,0,114,0.03672879870628009,0.0873354234395969,0.02227097780168996,0.3362237574318182,0.47854529245943733,0.004877715358801556,0.03401803480237627,Pastry,Pastry
0,7,0,119,0.04858340812598436,0.11014584159493708,0.029189016076887446,0.3187826431343539,0.4356593501816977,9.523809523809523e-05,0.057544502790901605,Pastry,Pastry
0,7,0,64,0.417661802114268,0.004867458810046252,0.01584185603593231,0.43996101229295076,0.0922768918597864,0.00442030349602466,0.024970675390991934,Other_Faults,Pastry
0,7,0,129,0.11864590002328135,0.0389711473037664,0.009770549478859313,0.3160124754899798,0.458632024159089,0.0001534090909090909,0.0578144944541155,Pastry,Pastry
0,7,0,61,0.32538429543482783,0.0040607936700623555,0.01669853588337393,0.4512271402881859,0.1251269976612442,0.013169424729280902,0.06433281233302568,Other_Faults,Pastry
0,7,0,130,0.10673020711027234,0.10473052855362325,0.0063117112083998575,0.27396740152040155,0.4681515589789357,0.00043179377013963477,0.039676798858227835,Pastry,Pastry
0,7,0,126,0.057593647439890996,0.12501432676406238,0.03128925149412639,0.2535249445141593,0.470780488827816,0.000298811544991511,0.06149852941495355,Pastry,Pastry
0,7,0,72,0.3120980150399087,0.05767763013444101,0.0005317746333271737,0.2965435471463075,0.2438756913174138,0.0037604529205917674,0.08551288880801071,Bumps,Pastry
0,7,0,125,0.05546847996857084,0.09440179460301415,0.01796302778228312,0.31441669563239544,0.4406243908163263,0.0012971129747445537,0.07582849822266562,Pastry,Pastry
0,7,0,209,0.029953003227773493,0.010798791950975238,0.1522366396930421,0.4030724088491688,0.07811893237523779,0.0,0.3258202239038028,Other_Faults,Z_Scratch
0,7,0,173,0.12256980869757142,0.03881298377526609,0.006822621971187765,0.28927065817228687,0.11655589083847588,0.008473528922058333,0.4174945076231541,Z_Scratch,Z_Scratch
0,7,0,216,0.09210153152330726,0.02676490203724746,0.019269051617693163,0.20200698476829354,0.08592567643736519,0.00033015873015873013,0.5736016948859346,Z_Scratch,Z_Scratch
0,7,0,169,0.12198567144768946,0.019595512402038853,0.005068693452166369,0.241947628940132,0.11813244132316529,0.0022215842980548867,0.4910484681367535,Z_Scratch,Z_Scratch
0,7,0,198,0.35189661284312274,0.0083879483248565,0.005291090391090391,0.35826532345554474,0.02822743189044896,0.010569111628264948,0.2373624814666721,Other_Faults,Z_Scratch
0,7,0,294,0.211904274112706,0.0022886500049657944,0.009614226125024102,0.18947058895810867,0.05151624430408261,2.4096385542168677e-05,0.5351819201095708,Z_Scratch,Z_Scratch
0,7,0,179,0.315088727846722,0.0051882219392671005,0.014229972291479705,0.35907270793661605,0.02883807895899959,0.003685604950941766,0.27389668607597417,Other_Faults,Z_Scratch
0,7,0,223,0.09200775078067779,0.007399585954948788,0.009871720605796764,0.20866145123109703,0.041276398389122816,0.0,0.6407830930383566,Z_Scratch,Z_Scratch
0,7,0,287,0.18736329356916454,0.0007353174603174602,0.019968787806479153,0.17309887716508338,0.013778311324916376,0.0006793595434369054,0.6043760531306023,Z_Scratch,Z_Scratch
0,7,0,279,0.13367035734356514,0.0029519767360011266,0.0026289174757878485,0.15522486782597608,0.040761018326478424,0.0011800487664945496,0.6635828135256974,Z_Scratch,Z_Scratch
0,7,0,191,0.29405690682314833,0.0030817134797329303,0.007167545579039254,0.3679381212601539,0.028351188654291863,0.014220569931257775,0.2851839542723765,Other_Faults,Z_Scratch
0,7,0,344,0.24253664789186585,0.024240770429995753,0.016219168767271894,0.5223809930295948,0.06276304301394449,0.010611649453058123,0.12124772741426879,Other_Faults,Z_Scratch
0,7,0,180,0.16781690462350143,0.0022079534844240724,0.015039990827325888,0.28640795201739067,0.03720725283343367,0.005855298416753525,0.48546464779717136,Z_Scratch,Z_Scratch
0,7,0,262,0.17572729878858978,0.003542975033222711,0.007211001400449381,0.3457759084921958,0.004681051303784359,0.01608550474047133,0.4469762602412872,Z_Scratch,Z_Scratch
0,7,0,325,0.15599279897144763,0.0028859569018994512,0.0051566627778328565,0.2290390990743635,0.04219009004236008,0.0005111111111111111,0.5642242811209857,Z_Scratch,Z_Scratch
0,7,0,278,0.10559304800373517,0.011300780875471277,0.029240840511443607,0.403057364357152,0.010535871862342446,0.011346757190178242,0.4289253371996771,Z_Scratch,Z_Scratch
0,7,0,286,0.16941186042937664,0.006950464241640713,0.05823221313981286,0.24494220005588144,0.01278447121620496,0.009736730874175347,0.49794206004290836,Z_Scratch,Z_Scratch
0,7,0,164,0.027455086924045496,0.029720368029056338,0.02764960115127055,0.43195215563784195,0.05479434918897732,0.0008033613445378152,0.4276250777242703,Other_Faults,Z_Scratch
0,7,0,214,0.05800030073147938,0.0185047308906737,0.03399885990449264,0.3423472617805246,0.07560812697125233,6.349206349206349e-05,0.47147722765808553,Z_Scratch,Z_Scratch
0,7,0,753,0.018613500471752115,0.004764195385391999,0.04378654118317343,0.0516252001051062,0.007667258428170162,0.87008466364661,0.003458640779796547,Stains,Stains
0,7,0,786,0.04863220464525823,0.007056134197193198,0.024256456614208232,0.11709230944221424,0.006997915417176664,0.7790590830462755,0.016905896637674632,Stains,Stains
0,7,0,780,0.024565711178497256,0.0007195414779183984,0.02656510642695331,0.07055212617406847,0.006942356350814439,0.8682930238227581,0.00236213456898996,Stains,Stains
0,7,0,755,0.03435619228700415,0.010259218020845715,0.04365456280691042,0.10382443054163308,0.01004449153801996,0.7785557722847373,0.0193053325208489,Stains,Stains
0,7,0,756,0.015158084274508788,0.003346338743260555,0.035044735462670076,0.05915301011052518,0.0054728089864141335,0.8761868091774055,0.0056382132452156945,Stains,Stains
0,7,0,778,0.022615986785659434,0.0020087370359109487,0.026125442339368966,0.09686270143702239,0.006354035558425323,0.8391095693727192,0.006923527470893696,Stains,Stains
0,7,0,809,0.02769518341299924,0.002123443947997339,0.03959254864948649,0.0664335457249016,0.004662974466095744,0.8588524888217026,0.0006398149768174264,Stains,Stains
0,8,0,934,0.49207141542431704,0.014154995689789854,0.007602492282443841,0.37894312928062784,0.040034453578526655,0.014076339772012135,0.05311717397228343,Bumps,Bumps
0,8,0,981,0.5034467044446533,0.01937836085224885,0.06753280368889207,0.33293065846082565,0.049558058149476614,0.017889737363569098,0.009263677040334515,Bumps,Bumps
0,8,0,1178,0.3038061932328064,0.010407036683021766,0.011984766198244073,0.465119726363167,0.07408099364077789,0.0020136560409287686,0.13258762784105443,Other_Faults,Bumps
0,8,0,1078,0.32398384001054065,0.06410147057366213,0.043720954730941106,0.33208789571119063,0.1369147907595178,0.07591485791360009,0.023276190300547873,Other_Faults,Bumps
0,8,0,1062,0.3788949594317414,0.007887149392650828,0.0033262512849469373,0.3480182592963919,0.19232115985443154,0.004360401289623301,0.06519181945021485,Bumps,Bumps
0,8,0,1196,0.2648179811556493,0.0019708285866180605,0.04918159343560357,0.5763033581994954,0.05497605473881364,0.00816467973354383,0.04458550415027591,Other_Faults,Bumps
0,8,0,1031,0.44875762155620946,0.010833191028172581,0.007060340835860737,0.30498918356813093,0.18431712029696667,0.0051501006563788,0.03889244205828149,Bumps,Bumps
0,8,0,895,0.4353062931041792,0.009334290755728157,0.008547464016144186,0.3670263758470652,0.06784585156059784,0.021070423701158743,0.09086930101512694,Bumps,Bumps
0,8,0,988,0.5509296359462883,0.002511658098412431,0.010791406210362791,0.30261047960657755,0.07070041330993637,0.0007518518518518519,0.061704554976570916,Bumps,Bumps
0,8,0,936,0.4104447755592677,0.007251897983281342,0.007346004672658018,0.3520007941037613,0.18821900823027118,0.003810213032581453,0.030927306418179284,Bumps,Bumps
0,8,0,960,0.6202785102576867,0.0016911245538827149,0.01585891944875878,0.2737854066077804,0.04838590045240052,0.0,0.04000013867949105,Bumps,Bumps
0,8,0,1008,0.32773971072848396,0.015085397930093948,0.012470019942402133,0.3826748629697214,0.11608628175710102,0.0008503507187999167,0.145093375953398,Other_Faults,Bumps
0,8,0,985,0.28663985893633487,0.009541824166072667,0.017498492175968626,0.43581997550558266,0.010813678478384358,0.0024457272051583326,0.23724044353249873,Other_Faults,Bumps
0,8,0,1017,0.4643352310243715,0.0017511639743734153,0.017597317766031285,0.3492619593728094,0.12047163438880969,0.00017619047619047616,0.04640650299741406,Bumps,Bumps
0,8,0,1159,0.3644550919981803,0.0037667125816300594,0.028289981207395076,0.3726706921478805,0.01529022674403095,0.00032208079690094083,0.21520521452398259,Other_Faults,Bumps
0,8,0,1043,0.25958882011733686,0.019632581077840973,0.004378725221827472,0.45479903800562743,0.11073973897403697,0.001319883147155874,0.1495412134561747,Other_Faults,Bumps
0,8,0,880,0.5019108114085082,0.009834009724236877,0.03334448272372587,0.3295580396982305,0.06043204007009462,0.019266666519667203,0.045653949855536245,Bumps,Bumps
0,8,0,1220,0.6911540595961068,0.002255395458160856,0.009681622501803136,0.23929801048525884,0.0105482680986964,0.00036863950135438203,0.046694004358619784,Bumps,Bumps
0,8,0,1030,0.4602047620253838,0.030559347607952276,0.005754130110975952,0.4010354267091867,0.0377474819916292,0.00947799285748875,0.05522085869738337,Bumps,Bumps
0,8,0,1129,0.37317829664549595,0.0036094740722473332,0.070148690388258,0.46560441130824065,0.03965751687814965,0.01635108071797875,0.03145052998962954,Other_Faults,Bumps
0,8,0,891,0.5245615184032243,0.0023873816091292146,0.006835765845488136,0.3194987836626713,0.11013472594803891,0.003427634293810764,0.03315419023763792,Bumps,Bumps
0,8,0,943,0.6238559529869858,0.0035627937266728446,0.0020575023789420077,0.2932919887979087,0.04442106081689936,0.0032197522342059816,0.02959094905838612,Bumps,Bumps
0,8,0,1225,0.47810379441412043,0.014099821534676042,0.010743236745460728,0.4513294792028261,0.006521773138532554,0.0024999438430570466,0.036701951121327674,Bumps,Bumps
0,8,0,909,0.5364008879874395,0.003555090108181912,0.006863762950163867,0.3122915033949361,0.08653336973714107,0.004320685834753603,0.05003469998738375,Bumps,Bumps
0,8,0,1246,0.4217370448522939,0.021596851899340786,0.04346328569874812,0.4510663853946331,0.024142821751447694,0.011671515444394702,0.026322094959142037,Other_Faults,Bumps
0,8,0,974,0.22484489633991422,0.20529496495688906,0.02231424940220433,0.2822309631857132,0.18856691221657215,0.019029911599337677,0.05771810229937026,Other_Faults,Bumps
0,8,0,896,0.4539867136857081,0.009121366723667769,0.011698465081281872,0.3223139529880991,0.10381042200265524,0.04348887028250487,0.055580209236083596,Bumps,Bumps
0,8,0,967,0.4852891714602712,0.0508982907937787,0.02053012241379505,0.32982394329340353,0.061079687319730756,0.014786744205370954,0.037592040513649796,Bumps,Bumps
0,8,0,1197,0.4536434251707748,0.0038064401827710747,0.006555773947863061,0.4307922962725431,0.006593129645589599,0.010170356972222046,0.08843857780823622,Bumps,Bumps
0,8,0,1112,0.20204718601664004,0.0035332160412281485,0.09735977547716575,0.5933041114685216,0.010353990780461364,0.008445290920111065,0.08495642929587242,Other_Faults,Bumps
0,8,0,1067,0.30541371767861175,0.016392315689861072,0.06910912992179771,0.4749773225008645,0.045238417242900286,0.012744588060191523,0.0761245089057733,Other_Faults,Bumps
0,8,0,1075,0.5441539138595265,0.008376370540468235,0.027480691159005474,0.2890360119937322,0.08140992021361992,0.022071654559692473,0.0274714376739552,Bumps,Bumps
0,8,0,1256,0.35164472971080774,0.008457480170083954,0.005430876228877917,0.37998481962833125,0.08357639765304302,0.0012652360864367073,0.16964046052241982,Other_Faults,Bumps
0,8,0,1265,0.331468669034215,0.046984900521859,0.0015575757575757574,0.35097341186116465,0.1362723795512926,0.0030214489021415016,0.12972161437175214,Other_Faults,Bumps
0,8,0,1107,0.19345773667282037,0.01763762742431472,0.04629261342335445,0.5981101142822887,0.015044070312259164,0.07214904183590638,0.05730879604905717,Other_Faults,Bumps
0,8,0,1162,0.5931953199000022,0.0011000500899777971,0.01564856535348967,0.2818781177910173,0.0479652787940441,0.0,0.06021266807146898,Bumps,Bumps
0,8,0,1056,0.5089760557131053,0.0022610429194453636,0.01058486820255666,0.24597980378938072,0.05736537936045832,3.3333333333333335e-05,0.1747995166817201,Bumps,Bumps
0,8,0,1234,0.33071863853951666,0.027641181329245406,0.048137686492819506,0.504401834746732,0.013363244166120546,0.0029874964864920425,0.07274991823907444,Other_Faults,Bumps
0,8,0,929,0.5017650963118575,0.0023767591794364336,0.015584843295311403,0.26913905552247724,0.04608160937725351,0.0004916666666666666,0.16456096964699735,Bumps,Bumps
0,8,0,1200,0.35411880511191735,0.010428445561442892,0.015119759413626742,0.5315259018765921,0.005821529407610981,0.006698685988933668,0.07628687263987619,Other_Faults,Bumps
0,8,0,1751,0.0729413451342175,0.024682430007437084,0.017583381366704485,0.22384509242707767,0.056006873628685144,4.132231404958678e-06,0.6049367452044728,Z_Scratch,Other_Faults
0,8,0,1857,0.09763213711099385,0.008680441225441224,0.01578874610358543,0.6938700270901188,0.03722043644939702,0.0305251859857993,0.1162830260346649,Other_Faults,Other_Faults
0,8,0,1642,0.3134542848287931,0.07248731168563084,0.04144173869207616,0.3997814140684289,0.07425299523584468,0.059911835649231006,0.038670419839995834,Other_Faults,Other_Faults
0,8,0,1542,0.14904740865440116,0.06149555191956827,0.06389907159871772,0.6123642166836729,0.02513367671148495,0.06094962892706869,0.027110445505086213,Other_Faults,Other_Faults
0,8,0,1566,0.3023578354292776,0.01600122313213848,0.016341824136793196,0.4108767203617938,0.15431921300599,0.0011710526315789472,0.09893213130242842,Other_Faults,Other_Faults
0,8,0,1514,0.1981942496374736,0.08693218158379842,0.008418671431235066,0.31262446379358694,0.3502763934809134,0.002423529619336805,0.041130510453655955,Pastry,Other_Faults
0,8,0,1463,0.30356379204279205,0.009742631981662683,0.09877297692853576,0.4395272993175292,0.09308038186369362,0.0018709208754553092,0.05344199699033124,Other_Faults,Other_Faults
0,8,0,1916,0.1331005181151315,0.004993981474322031,0.06184430156408026,0.7189594020355581,0.005975109502354084,0.0354127083168059,0.039713978991748666,Other_Faults,Other_Faults
0,8,0,1676,0.2219537501387095,0.004594088063377843,0.15361107220564632,0.4719157061819808,0.030694945505520346,0.00045054945054945057,0.11677988845421637,Other_Faults,Other_Faults
0,8,0,1805,0.26595291737921645,0.004092409589434761,0.005268418850260283,0.5825813662022568,0.01365831578470897,0.017956733031027097,0.11048983916309527,Other_Faults,Other_Faults
0,8,0,1345,0.26296647280370206,0.009024736607692029,0.06591260883453852,0.4439835793617123,0.16254384487143658,0.028323662667502657,0.027245094853416262,Other_Faults,Other_Faults
0,8,0,1725,0.1631953084763859,0.038817017156508385,0.03519131749354111,0.47552389555084135,0.2393785060747433,0.01297756236379247,0.034916392884188165,Other_Faults,Other_Faults
0,8,0,1555,0.15658152161819247,0.40394585633990937,0.01823229269306358,0.22106266366137575,0.1525643937538292,0.012247675611773923,0.035365596321856145,Dirtiness,Other_Faults
0,8,0,1465,0.36470822174615625,0.0024309501284984366,0.06288483121744518,0.4234503371836088,0.10817033771599682,0.02218785732528062,0.016167464683013735,Other_Faults,Other_Faults
0,8,0,1553,0.12274587549020295,0.39663783751723297,0.01238307047248393,0.2660518554745646,0.13377196460693921,0.01643509229699502,0.05197430414158194,Dirtiness,Other_Faults
0,8,0,1710,0.07148913998761877,0.11023667380853334,0.08175645343708696,0.516064778704215,0.12245676084339308,0.005611662283052658,0.09238453093610047,Other_Faults,Other_Faults
0,8,0,1370,0.16716358624820243,0.0334127543202379,0.005601623133154838,0.6764583267539755,0.019311194490090517,0.023007261780871122,0.07504525327346807,Other_Faults,Other_Faults
0,8,0,1434,0.4380233549943282,0.0013295127919213214,0.0067400709053488704,0.4746377991074418,0.05310022449561479,0.0074774398486562145,0.018691597856688776,Other_Faults,Other_Faults
0,8,0,1554,0.15280151973980746,0.4155334701755332,0.00958180146646231,0.2224409145082921,0.14633488658752117,0.011851995682590825,0.04145541183979359,Dirtiness,Other_Faults
0,8,0,1907,0.1305570697151195,0.00655544133825355,0.15986100859304594,0.5859630682530644,0.012184931695411568,0.01169625029074929,0.0931822301143567,Other_Faults,Other_Faults
0,8,0,1406,0.4123589172007746,0.004344665207631013,0.004901908540436282,0.44175334873023403,0.07492703684912547,0.002752959119649162,0.0589611643521494,Other_Faults,Other_Faults
0,8,0,1600,0.15181903724950285,0.023610699487881817,0.01243889724898691,0.6463557962779026,0.06755613127232546,0.0020204675160839943,0.09619897094731676,Other_Faults,Other_Faults
0,8,0,1591,0.32238734793317986,0.05755672544239804,0.036018234166478216,0.26587400218777657,0.3080959756914439,0.004101960189171256,0.005965754389552411,Bumps,Other_Faults
0,8,0,1415,0.33217473811505477,0.021713660389217928,0.026206451790436878,0.42863593579923903,0.054629022404357346,0.033583226727635904,0.10305696477405793,Other_Faults,Other_Faults
0,8,0,1541,0.2929906508364757,0.012037980635024297,0.05291917639421758,0.4280757784689539,0.1325893773037798,0.0006316822770431017,0.08075535408450589,Other_Faults,Other_Faults
0,8,0,1432,0.5827825960844395,0.004296354497657551,0.02255837783434103,0.3274993119176637,0.03592272948348117,0.0010696356275303645,0.02587099455488783,Bumps,Other_Faults
0,8,0,1392,0.10202166444186218,0.026691401111313545,0.06822254005196997,0.7024802093548614,0.00830274962060274,0.05398462625185977,0.038296809167530386,Other_Faults,Other_Faults
0,8,0,1288,0.15331503483429176,0.010412683866172898,0.0765468147488111,0.5737530762646356,0.052169853969350255,0.0009121949810852175,0.1328903413356535,Other_Faults,Other_Faults
0,8,0,1678,0.2856116574373855,0.008565584481088628,0.006121268380406312,0.3124290966033535,0.019268544438021847,0.003793456882409216,0.3642103917773354,Z_Scratch,Other_Faults
0,8,0,1399,0.14119302424046346,0.023666958555208152,0.3398689192377107,0.4170136098291129,0.03973010009950094,0.004020276936685605,0.03450711110131854,Other_Faults,Other_Faults
0,8,0,1747,0.4037849669782552,0.014388783939807095,0.017119175844575684,0.49904795254580775,0.009739096840262605,0.006471528651573073,0.049448495199718605,Other_Faults,Other_Faults
0,8,0,1461,0.40469649100488914,0.010086219418744281,0.029101572880582224,0.3869883962062174,0.11951687739806638,0.007945559613546878,0.04166488347795444,Bumps,Other_Faults
0,8,0,1762,0.12927406634117253,0.07563876196611428,0.10072881718352357,0.42332535744403904,0.13179406398815205,0.009448526213577847,0.12979040686342153,Other_Faults,Other_Faults
0,8,0,1459,0.37305064319863573,0.022274154455816337,0.04405182620840965,0.3646065320224342,0.0927709707123064,0.01477577064318898,0.0884701027592088,Bumps,Other_Faults
0,8,0,1635,0.435845339112807,0.002138268814731196,0.015838230697523794,0.40128405579387166,0.10276248157969955,0.0007060981319350157,0.04142552586943208,Bumps,Other_Faults
0,8,0,1540,0.19825184532760506,0.0454035377675696,0.07212249064613059,0.6017239266094584,0.019212340123236606,0.03077711053561269,0.032508748990386596,Other_Faults,Other_Faults
0,8,0,1451,0.36172254775669144,0.01342264475430945,0.0483473218326153,0.3520284226105848,0.09136242469553865,0.008119513013235252,0.12499712533702553,Bumps,Other_Faults
0,8,0,1928,0.19524339303445118,0.018415582096667844,0.07714720305055166,0.5823877157012166,0.06125859604612785,0.006634462290335645,0.05891304778064979,Other_Faults,Other_Faults
0,8,0,1692,0.03254848555243739,0.04186374534297103,0.08884082155153991,0.5588650989296531,0.10535329739280172,1.1005083638635653e-05,0.17251754614695888,Other_Faults,Other_Faults
0,8,0,1705,0.09211000121655896,0.05378671287826878,0.055980170008196654,0.6441844203203998,0.07919719098009446,0.0026569870565327706,0.0720845175399487,Other_Faults,Other_Faults
0,8,0,1720,0.19337817189722073,0.008604085371185012,0.07172241220284946,0.6276002215121601,0.046120078583575905,0.0041447163450473255,0.048430314087961626,Other_Faults,Other_Faults
0,8,0,1834,0.08499675757729379,0.013133013434497368,0.13120102529403724,0.6271145087346743,0.03739629343533616,0.04173417219300945,0.0644242293311513,Other_Faults,Other_Faults
0,8,0,1416,0.3432321473559154,0.009478278869309107,0.0027720851040645093,0.4545581741000834,0.06813045077530351,0.060520614738831524,0.06130824905649269,Other_Faults,Other_Faults
0,8,0,1820,0.14750940169389487,0.11416653028076275,0.008291485866301417,0.4066090182404522,0.2501901715983645,0.009182462507568054,0.06405092981265624,Other_Faults,Other_Faults
0,8,0,1768,0.18270443440898979,0.008787876260845765,0.04081593255310156,0.6970847220949257,0.020313737832279685,0.008081124130687881,0.04221217271917032,Other_Faults,Other_Faults
0,8,0,1654,0.23714831353771706,0.01104699270691936,0.08269852296606059,0.5412521582808201,0.034488084696357224,0.05521436778517608,0.03815156002694956,Other_Faults,Other_Faults
0,8,0,1792,0.4953083678951431,0.0028002671427466664,0.019785190163178343,0.39309328437197544,0.04688782342761205,0.011905210359975748,0.030219856639368638,Bumps,Other_Faults
0,8,0,1749,0.13533840452045134,0.042379315132185555,0.3781912851658084,0.3581631639649259,0.0401196048117802,0.003047469913424297,0.042760756491424474,K_Scratch,Other_Faults
0,8,0,1632,0.21553007286471987,0.069564957861988,0.004792719644446132,0.6008846418018073,0.024520059721589178,0.03701572086517626,0.04769182724027321,Other_Faults,Other_Faults
0,8,0,1860,0.39175421003736327,0.0007296775247002783,0.015504634946392358,0.4159037848234085,0.08317177721920548,0.0003333333333333333,0.09260258211559726,Other_Faults,Other_Faults
0,8,0,1335,0.15652789724075153,0.040323650484725596,0.019839391073277965,0.5951025626604142,0.14521195501666279,0.00235922342380744,0.040635320100360334,Other_Faults,Other_Faults
0,8,0,1546,0.36250567018832125,0.018015057499005276,0.03649935412486118,0.4618009262195145,0.05269346133594837,0.005539153780549202,0.06294637685180067,Other_Faults,Other_Faults
0,8,0,1626,0.5563862171550048,0.003331868807028136,0.0059477358461373815,0.319965632483254,0.08144665035120927,0.006066527590057,0.02685536776730971,Bumps,Other_Faults
0,8,0,1391,0.09396142667121173,0.024657643096471265,0.06771879894133108,0.71807156784899,0.008101162319015438,0.044886308637283094,0.042603092485697894,Other_Faults,Other_Faults
0,8,0,1853,0.257197281670553,0.005240727127500233,0.009520064237101005,0.38785159880323006,0.19948227836693258,0.03991895821344862,0.1007890915812347,Other_Faults,Other_Faults
0,8,0,1609,0.4304805639301294,0.01230935934890899,0.001859414728846155,0.2987862739646004,0.1918334114552146,0.0010884481684723189,0.06364252840382886,Bumps,Other_Faults
0,8,0,1298,0.07938247065908938,0.015679483891435888,0.015602064905680375,0.5954090839091043,0.2776853363839083,0.0022542504746112997,0.013987309776170248,Other_Faults,Other_Faults
0,8,0,1870,0.19178752777004496,0.06732113173901208,0.02643456508040778,0.6593600165316528,0.02550149822841919,0.005239447185771095,0.024355813464692167,Other_Faults,Other_Faults
0,8,0,1374,0.2949646972705221,0.022838659117887863,0.0038293151293151287,0.5037370429615384,0.023140622622243756,0.021660687179104746,0.129828975719388,Other_Faults,Other_Faults
0,8,0,1393,0.17655304525587484,0.03778341115225016,0.06722475441450153,0.6258930820337013,0.015286598645906762,0.029813649914282044,0.04744545858348376,Other_Faults,Other_Faults
0,8,0,1661,0.6766288574759259,0.0002930123212877239,0.008198626625599647,0.2627093582072276,0.015318283429782786,0.0008428571428571427,0.03600900479731997,Bumps,Other_Faults
0,8,0,1292,0.08921937468736955,0.01148011594133851,0.012846566609918762,0.6442803762446544,0.1751329813918621,0.0014901205642739587,0.06555046456058262,Other_Faults,Other_Faults
0,8,0,1456,0.3765353477501166,0.016613718984138753,0.0844846480344332,0.40943247278928474,0.045099074668042305,0.03730692987826513,0.030527807895719884,Other_Faults,Other_Faults
0,8,0,1771,0.10852790227210665,0.004227545874604698,0.0403144166141703,0.769889881102855,0.007718550224906904,0.026503565348642066,0.04281813856271413,Other_Faults,Other_Faults
0,8,0,1886,0.28759021426885606,0.00711928016534405,0.007276041448546747,0.4230763499605472,0.141019615890778,0.039518123894517504,0.09440037437141105,Other_Faults,Other_Faults
0,8,0,1742,0.2113659353366093,0.01326240516575467,0.05320623232532704,0.6272177412269327,0.04343518238862151,0.005871192558991602,0.04564131099776298,Other_Faults,Other_Faults
0,8,0,1787,0.18175889947193613,0.00589459432671371,0.04664433192737556,0.659844500502493,0.030836962678958676,0.00796903847429719,0.06705167261822588,Other_Faults,Other_Faults
0,8,0,853,0.05247047370101285,0.5385893479955145,0.04258324832704514,0.1934181828401645,0.12320776759166849,0.0028575569879069427,0.04687342255668787,Dirtiness,Dirtiness
0,8,0,842,0.041606504658000185,0.6656507171205835,0.012572836050307873,0.12217057311259963,0.13179609451626145,0.0006712935437947816,0.025531980998452677,Dirtiness,Dirtiness
0,8,0,865,0.3485143242057472,0.14027077281359518,0.008974270726219336,0.37208310245186504,0.06848406809529826,0.021339233537360884,0.04033422816991443,Other_Faults,Dirtiness
0,8,0,822,0.12132943715978126,0.4035458886254722,0.01880711815852479,0.2426223424890356,0.14705324066459266,0.0064907708164124,0.06015120208618152,Dirtiness,Dirtiness
0,8,0,841,0.0432187131967226,0.6689933725830479,0.0128514074788793,0.11682510428105745,0.1332744126137418,0.00104986497236621,0.023787124874184787,Dirtiness,Dirtiness
0,8,0,820,0.1316355674851819,0.40079273212926053,0.01118018939561954,0.24519740786699928,0.14752213628764005,0.004355598219664849,0.059316368615634496,Dirtiness,Dirtiness
0,8,0,505,0.003127104466940259,0.00024300970873786408,0.9641914352443317,0.027543336693589153,0.0040163737557391485,0.0,0.0008787401306620349,K_Scratch,K_Scratch
0,8,0,508,0.0031116893211115167,0.00026000000000000003,0.9647624347842095,0.024906437014605456,0.002563679106806635,0.0,0.004395759773267402,K_Scratch,K_Scratch
0,8,0,585,0.05286696063640158,0.004023268620796629,0.7300759235147121,0.1480603170436934,0.012174547792322596,0.0008108799129606963,0.05198810247911272,K_Scratch,K_Scratch
0,8,0,566,0.004527011662074753,0.001350231624181204,0.9456382680588946,0.030277579955432385,0.0029132499139731187,0.0,0.015293658785443942,K_Scratch,K_Scratch
0,8,0,571,0.10910289005517812,0.005223105371846379,0.2868691298311845,0.4744706452808548,0.008536684457472745,0.013507721846369452,0.1022898231570945,Other_Faults,K_Scratch
0,8,0,503,0.0047410427571668665,0.0011228818342151677,0.9782060995932654,0.010670075874120003,0.0011953565642533674,0.0,0.004064543376979291,K_Scratch,K_Scratch
0,8,0,488,0.0009398028738617656,0.0002895485008818342,0.9862805265995969,0.006906232498198162,0.0030265520354488384,0.0,0.002557337492012589,K_Scratch,K_Scratch
0,8,0,385,0.2946623501998132,0.005652858075990832,0.24171518459679128,0.3765462509073427,0.05637536656686519,0.010849131416261348,0.01419885823693622,Other_Faults,K_Scratch
0,8,0,426,0.0024503095737586867,0.00013669135802469134,0.9837987735064472,0.010775763292923946,0.0016994880552778958,0.0,0.0011389742135676025,K_Scratch,K_Scratch
0,8,0,356,0.09207983044532422,0.006368926208473927,0.2886115365578323,0.5515576775810045,0.007902453652091256,0.040867716949640184,0.012611858605633347,Other_Faults,K_Scratch
0,8,0,581,0.011846371156243412,0.002286581137309292,0.9291127164781279,0.0384202522834166,0.013043105768967125,9.67741935483871e-05,0.0051941989823876,K_Scratch,K_Scratch
0,8,0,551,0.036521686529669105,0.002851234850646615,0.773654926085644,0.14391039636097244,0.018335242314046492,0.0003236935565702689,0.02440282030245039,K_Scratch,K_Scratch
0,8,0,724,0.018531646215203704,0.0037954651920338194,0.8370843658699592,0.09722884096114733,0.01294123222115383,0.0014529914529914532,0.028965458087510686,K_Scratch,K_Scratch
0,8,0,598,0.0009989331248332599,0.0006983116883116882,0.96649675918893,0.02520540607159513,0.0004021499198429022,0.0,0.006198440006486825,K_Scratch,K_Scratch
0,8,0,624,0.0010246756056826731,1e-05,0.987135136376565,0.009705790706958657,0.0010771278675053544,0.0,0.0010472694432883207,K_Scratch,K_Scratch
0,8,0,439,0.0013584348968669862,0.0002895485008818342,0.9858323720736601,0.008293014191214981,0.0021647582736550766,0.0,0.002061872063721074,K_Scratch,K_Scratch
0,8,0,660,0.00044307025451210475,1e-05,0.9899395988599656,0.008217740830964404,0.00027712786750535434,0.0,0.0011124621870524933,K_Scratch,K_Scratch
0,8,0,453,0.002227466608024076,0.00014669135802469136,0.9880681530835137,0.007825633691978025,0.0005914275038315886,0.0,0.0011406277546279233,K_Scratch,K_Scratch
0,8,0,708,0.0014345901100993417,0.000353859649122807,0.9583171500641078,0.03714770951248532,0.001965593369015015,0.0,0.0007810972951698086,K_Scratch,K_Scratch
0,8,0,459,0.006407564579758516,0.000701358024691358,0.943798252105945,0.028531862390335984,0.01211770660810751,0.0,0.008443256291161444,K_Scratch,K_Scratch
0,8,0,682,0.002238047976166113,0.00023222222222222223,0.9687391680781037,0.025132345575085997,0.0007901259278240199,4.7619047619047614e-05,0.0028204711729788016,K_Scratch,K_Scratch
0,8,0,623,0.0006289593458945573,1e-05,0.9916364150580786,0.0069359425709473775,0.00027712786750535434,0.0,0.0005115551575740357,K_Scratch,K_Scratch
0,8,0,637,0.0008918735917026019,1e-05,0.9809060908696027,0.01741422207883297,0.00027712786750535434,0.0,0.0005006855923566443,K_Scratch,K_Scratch
0,8,0,413,0.003327854373550183,0.00013669135802469134,0.9728371911465908,0.01798368067686861,0.002274646230436071,0.0,0.0034399362145296035,K_Scratch,K_Scratch
0,8,0,693,0.0027771124015492205,1e-05,0.9613616715841206,0.032412635216753014,0.0012604612008386877,0.0,0.002178119596738337,K_Scratch,K_Scratch
0,8,0,395,0.023983237326102358,0.0006683316379622809,0.864778697682481,0.08524703632100324,0.008099143048563365,0.0012645348837209303,0.015959019100166835,K_Scratch,K_Scratch
0,8,0,729,0.06715414161267552,0.002533741258741259,0.6318968055636393,0.2519047448261467,0.03173284705482972,0.0009925368978000557,0.013785182786167497,K_Scratch,K_Scratch
0,8,0,580,0.004208139230764174,0.0,0.9706499981106625,0.016749271681228136,0.0010782911844202183,0.00035294117647058826,0.006961358616454452,K_Scratch,K_Scratch
0,8,0,586,0.002703276503178973,0.0,0.974013576182808,0.019376686698826563,0.0002838950682024703,0.0,0.0036225655469840578,K_Scratch,K_Scratch
0,8,0,621,0.05937810980089972,0.003421755692858634,0.11167333015381863,0.17117541175019546,0.025287918750445358,0.5787964078690266,0.05026706598275536,Stains,K_Scratch
0,8,0,632,0.07255984777210014,0.007844174028895336,0.5694528382027201,0.23161051182007752,0.015369425819603428,0.0031960228402088866,0.09996717951639433,K_Scratch,K_Scratch
0,8,0,430,0.0015738787631899454,0.00014669135802469136,0.9796888727147138,0.014362837024353849,0.002398714661118746,0.0,0.0018290054785988677,K_Scratch,K_Scratch
0,8,0,631,0.0065073139957174475,0.0007746737646737647,0.9486018838615403,0.029244458983322334,0.005502869384423341,0.0002727272727272727,0.009096072737595893,K_Scratch,K_Scratch
0,8,0,685,0.0005265379175972319,1e-05,0.9842888926265796,0.01450129664717319,0.00024104372511053236,0.0,0.00043222908353952503,K_Scratch,K_Scratch
0,8,0,381,0.14141195915113855,0.0069131874685162825,0.5267841599977947,0.20683674748279196,0.017671924310779356,0.09446783476273361,0.005914186826245649,K_Scratch,K_Scratch
0,8,0,362,0.12810964160822746,0.01721380605586861,0.2663626046422888,0.4416751957146305,0.08619862965941205,0.02090369841388078,0.03953642390569165,Other_Faults,K_Scratch
0,8,0,633,0.00045504630241629634,1e-05,0.9893826187478245,0.009363651924679743,0.00027712786750535434,0.0,0.0005115551575740357,K_Scratch,K_Scratch
0,8,0,526,0.01487745553222935,0.0014307359307359306,0.9093133230131476,0.04532484907651233,0.00651873120811598,0.0,0.02253490523925918,K_Scratch,K_Scratch
0,8,0,669,0.0007315494938055625,1e-05,0.977999093661078,0.020351601277845757,0.00024104372511053236,0.0,0.0006667118421602146,K_Scratch,K_Scratch
0,8,0,19,0.12537127948801552,0.03805291370464458,0.029846135733443503,0.45961854657315065,0.32141818248017484,0.0021888605580466045,0.02350408146252488,Other_Faults,Pastry
0,8,0,118,0.26683927801685586,0.04778437122873434,0.017658167516816398,0.39908675789240455,0.2513370795028699,0.00461334514949066,0.012681000692828301,Other_Faults,Pastry
0,8,0,96,0.16482100944726352,0.06878672369545417,0.007656003366345236,0.4592414472384871,0.2551102005745895,0.004959092954864135,0.039425522722996084,Other_Faults,Pastry
0,8,0,30,0.2184734060423717,0.15342081540874122,0.034212271816301015,0.31395997633862077,0.25280672576599394,0.01616399622428031,0.010962808403691649,Other_Faults,Pastry
0,8,0,105,0.3326976257385308,0.009685701206077018,0.028836209414525887,0.41889708775876505,0.14617764055963064,0.006366383874395673,0.05733935144807583,Other_Faults,Pastry
0,8,0,134,0.30704076095385346,0.02806687623133737,0.0015578965024488967,0.32034344523802316,0.2792222528940172,7.528069078871217e-05,0.0636934874895321,Other_Faults,Pastry
0,8,0,37,0.10094069049278666,0.06852812573741099,0.03786170339009186,0.42804557292243356,0.23266197802687022,0.0023403974334294674,0.12962153199697757,Other_Faults,Pastry
0,8,0,31,0.15500106488159304,0.05301188256555397,0.06140396540068115,0.2719526643309753,0.3840251022704748,0.00029065663601746073,0.07431466391470501,Pastry,Pastry
0,8,0,10,0.16111853280029872,0.030843242836990407,0.031299740487041004,0.3396712203401608,0.4121172170634736,0.0008891402714932127,0.024060906200542867,Pastry,Pastry
0,8,0,14,0.11318257522747595,0.042181210051716364,0.04205928820743282,0.4443448776868187,0.32541835831834426,0.0013340820067155588,0.03147960850149683,Other_Faults,Pastry
0,8,0,78,0.045465108941942084,0.08790147762166135,0.16193512073431185,0.3510919007310843,0.2540900843070335,4.132231404958678e-06,0.09951217543256198,Other_Faults,Pastry
0,8,0,62,0.48742840890191574,0.02967220846917393,0.005299726396579943,0.34960524821524164,0.06798889524642227,0.005611918088080565,0.05439359468258637,Bumps,Pastry
0,8,0,121,0.09305592385840163,0.0295702361674218,0.006937923142358871,0.37841600145119303,0.45970117411718925,0.0010962493485220757,0.031222491914913234,Pastry,Pastry
0,8,0,5,0.11988315235303491,0.13050080858891902,0.0665636094853524,0.3426978461316039,0.31218056600252053,0.0009337698200850275,0.027240247618484634,Other_Faults,Pastry
0,8,0,57,0.2915436229130702,0.013613149743433379,0.0024623698069222008,0.381983241939015,0.20419838142181038,0.00017079889807162534,0.10602843527767802,Other_Faults,Pastry
0,8,0,12,0.10177334993633681,0.0461663411884263,0.04456540690004717,0.4147488229818846,0.36354456551069164,0.0,0.029201513482613836,Other_Faults,Pastry
0,8,0,219,0.11966828955079309,0.048167383563509504,0.02978800414038284,0.2584482244373761,0.14513027932097644,0.001313092804881661,0.39748472618208086,Z_Scratch,Z_Scratch
0,8,0,232,0.18380581571464424,0.009010760831503909,0.009238355500347871,0.3625799676694666,0.018839214658410795,0.02456720696313035,0.391958678662497,Z_Scratch,Z_Scratch
0,8,0,167,0.07312611476411231,0.04261081131611307,0.015039589748003299,0.3113175094987569,0.08385990740392453,0.0002041322314049587,0.47384193503768496,Z_Scratch,Z_Scratch
0,8,0,166,0.18916516789267449,0.014520345887957437,0.05290906635656791,0.30012150353317907,0.028181832179617564,0.0013686989512348363,0.41373338519876907,Z_Scratch,Z_Scratch
0,8,0,172,0.18786882428161314,0.004514477036627771,0.006922202542899137,0.2674628512611052,0.10416953848744843,0.001505577561972911,0.4275565288283339,Z_Scratch,Z_Scratch
0,8,0,283,0.19523038384129157,0.004539966407309116,0.004171441997921363,0.23107708200112909,0.01592826983970126,0.012247559623825949,0.5368052962888219,Z_Scratch,Z_Scratch
0,8,0,347,0.13328489197868099,0.13248041438362254,0.01068125366752693,0.3890766020664953,0.2595052112905482,0.00169496597072277,0.07327666064240441,Other_Faults,Z_Scratch
0,8,0,229,0.11205544971658944,0.006136893941439398,0.008007561193327078,0.2366044193734914,0.03969937793483776,4.132231404958678e-06,0.5974921656089104,Z_Scratch,Z_Scratch
0,8,0,247,0.14333578996961682,0.008220168712969695,0.010461273179035292,0.227375095209027,0.18262580470666046,0.00025867768595041324,0.4277231905367408,Z_Scratch,Z_Scratch
0,8,0,163,0.11600459289262155,0.005717377439647859,0.025791815458342835,0.4147478034372924,0.0096100971800817,0.014109713516944518,0.4140186000750689,Other_Faults,Z_Scratch
0,8,0,158,0.3160666726935192,0.022411401919374036,0.00571032860184649,0.5898251247789925,0.009341128486236847,0.006847774830010749,0.04979756869002087,Other_Faults,Z_Scratch
0,8,0,178,0.1748708369381687,0.004938025156078133,0.026049292675838914,0.3384181199319252,0.00978418278031392,0.006190167680777299,0.4397493748368981,Z_Scratch,Z_Scratch
0,8,0,181,0.18862952810731312,0.0036013623797613546,0.019767880233645077,0.2738222471323707,0.08259988486560119,0.0032444500531181295,0.42833464722819103,Z_Scratch,Z_Scratch
0,8,0,205,0.16115947805325492,0.01806148399874857,0.05124782281317775,0.26517971841732235,0.025786981582738858,0.0006707988980716253,0.4778937162366864,Z_Scratch,Z_Scratch
0,8,0,237,0.14620508903338933,0.008739208449434271,0.0027077719092953086,0.22961021556280078,0.09901550528177397,0.0015776087920391577,0.5121446009712675,Z_Scratch,Z_Scratch
0,8,0,253,0.3561214034307159,0.002284074605451937,0.012753871305633374,0.4800073473773917,0.004610399532779591,0.007461291073907173,0.13676161267412057,Other_Faults,Z_Scratch
0,8,0,246,0.33082663984770455,0.003332068215199577,0.016617141006585897,0.4406846323484198,0.0038459096459096454,0.005920514366953995,0.19877309456922654,Other_Faults,Z_Scratch
0,8,0,269,0.203677126234459,0.00502359845689033,0.11330536371281615,0.5119246985382453,0.007660202419089649,0.004994649786058455,0.1534143608524418,Other_Faults,Z_Scratch
0,8,0,312,0.22214527785567884,0.007865307269254999,0.021756859960474377,0.2710164330550873,0.09849152208463832,0.0035378507266984067,0.3751867490481687,Z_Scratch,Z_Scratch
0,8,0,795,0.05032351051824942,0.012019355752327888,0.0296916889362026,0.21704839269941553,0.01366681529026463,0.6606916104027363,0.016558626400803578,Stains,Stains
0,8,0,788,0.0962703977756049,0.010988551967622492,0.04453005720727235,0.14071693616810507,0.019076934015626205,0.6697775291502315,0.018639593715537507,Stains,Stains
0,8,0,746,0.08963241754787885,0.015532186907712218,0.031095538887017115,0.12887483496587773,0.03085399704293934,0.6878511013241615,0.016159923324413294,Stains,Stains
0,8,0,754,0.49924044174083104,0.029923591515215675,0.027763740578332044,0.3184284508606239,0.03468507985057969,0.0547796649477948,0.035179030506623056,Bumps,Stains
0,8,0,772,0.2763572100155356,0.014560516461522649,0.03922975211729587,0.5482166717127546,0.013541255999093529,0.0573737235583268,0.050720870135471254,Other_Faults,Stains
0,8,0,810,0.028623058325606222,0.015915911673768983,0.028329638680549475,0.10844421233241495,0.01027137751968247,0.788244157228901,0.0201716442390763,Stains,Stains
0,8,0,797,0.057690441923892645,0.009486495243593334,0.010639140163999186,0.09844350379332746,0.013511070123000176,0.8053673830073556,0.00486196574483197,Stains,Stains
0,9,0,1106,0.16393923656639,0.09625435444905575,0.008712246613037072,0.5085584593548834,0.14206925491406613,0.004827333485228223,0.07563911461734024,Other_Faults,Bumps
0,9,0,1070,0.46206247227504715,0.013221613274202059,0.0011824080906298043,0.3064784658901164,0.08700844511657085,0.0038554173404631385,0.12619117801297108,Bumps,Bumps
0,9,0,1132,0.4203192514215593,0.002664954690223884,0.0828167203371885,0.3959076060151727,0.02447971969850415,0.038836017413602555,0.03497573042374875,Bumps,Bumps
0,9,0,979,0.5209237158566712,0.018308431684390253,0.03680396112922391,0.318968288647459,0.055397975293492115,0.039470650243265425,0.010126977145497693,Bumps,Bumps
0,9,0,1179,0.647751560023535,0.0032253143597696277,0.0033406865580240196,0.254010579838987,0.06581145072700725,0.0006084115560125157,0.02525199693666467,Bumps,Bumps
0,9,0,1198,0.5181326163912475,0.004261762340151086,0.019300922549031305,0.3191120471055058,0.045786650739669296,0.0008012605042016806,0.09260474037019302,Bumps,Bumps
0,9,0,1131,0.4444430778586824,0.008616580475022244,0.05003833189538141,0.36538959155312567,0.086124340508859,0.010646039934259067,0.03474203777467037,Bumps,Bumps
0,9,0,1033,0.5775769022608359,0.01722771239919328,0.004159145408062947,0.33532884366814053,0.045839615380572345,0.004785820919825369,0.015081959963369706,Bumps,Bumps
0,9,0,1257,0.342083220828545,0.014260197476564962,0.0018656104558353432,0.33650647598534245,0.2389005713672817,0.0023856333606333603,0.06399829052579785,Bumps,Bumps
0,9,0,1093,0.40714004841129775,0.026627346434833447,0.03641393946510264,0.4168592011816459,0.07969942916249614,0.00628508186983703,0.026974953474787733,Other_Faults,Bumps
0,9,0,1051,0.6004661768647985,0.005085009679524659,0.003223587317395367,0.29836425938182654,0.04711157332654234,0.001047366343752419,0.044702027086160015,Bumps,Bumps
0,9,0,1050,0.4700914601297935,0.00675828930888176,0.00332555055516516,0.3688962739926301,0.05325443342016683,0.014130801735446187,0.08354319085791662,Bumps,Bumps
0,9,0,925,0.5303395775799711,0.007285809096022165,0.007819370831525278,0.2549506540710373,0.054603775379655474,0.0024256360966355248,0.14257517694515354,Bumps,Bumps
0,9,0,874,0.25821968008689344,0.030620868410457282,0.014371629974711931,0.4576586445839452,0.20614776709619745,0.002624101762038685,0.03035730808575657,Other_Faults,Bumps
0,9,0,894,0.4614256372352737,0.009928858038532962,0.012193721700502168,0.3970746976537665,0.05035486836766133,0.03732732233621854,0.031694894668044406,Bumps,Bumps
0,9,0,1122,0.15714574493360509,0.09902182373775205,0.010774660043663706,0.2555561555213821,0.43618797610043464,0.001701860132165476,0.03961177953099699,Pastry,Bumps
0,9,0,916,0.5300796201455857,0.006505890936978398,0.013329158708427397,0.2841377863881136,0.0894507217178415,0.0002698412698412698,0.07622698083321143,Bumps,Bumps
0,9,0,1137,0.24559660000427933,0.01179792716464723,0.04785992859310338,0.4090915782789684,0.15368860715942903,0.007846536537364657,0.12411882226220862,Other_Faults,Bumps
0,9,0,917,0.44554238644703736,0.007813645712693666,0.0015264805065262732,0.3404337307528108,0.11553490193442781,0.002000446864962994,0.0871484077815416,Bumps,Bumps
0,9,0,1032,0.45283433630903885,0.021096794390432133,0.005862806283379037,0.3191125798063658,0.09700037734198538,1.6260162601626018e-05,0.1040768457061973,Bumps,Bumps
0,9,0,1035,0.13574189131484596,0.01822872147386742,0.01134890403713933,0.7135752278798942,0.03888785056204035,0.01774073636539589,0.06447666836681715,Other_Faults,Bumps
0,9,0,962,0.6285312874534893,0.00537670443493122,0.00747582478321471,0.3022209427269683,0.03492744400246106,0.0038037360695952873,0.017664060529340525,Bumps,Bumps
0,9,0,968,0.15462337497665157,0.18829242308904717,0.05284982790344902,0.34181253686964774,0.1685070696408798,0.024533322643952492,0.06938144487637285,Other_Faults,Bumps
0,9,0,954,0.4411384131127327,0.011082464420254666,0.002507804057804058,0.3148355288519832,0.1221961225181653,0.0013393688843737926,0.10690029815468692,Bumps,Bumps
0,9,0,1214,0.6303681406093156,0.016271246344790352,0.005266180986769223,0.2731087372513816,0.016018314569042492,0.0014833065173878634,0.05748407372131327,Bumps,Bumps
0,9,0,999,0.3315361938741983,0.030145100047782997,0.01777056033782789,0.4901810153019433,0.04022156720292115,0.004435532093939535,0.08571003114138724,Other_Faults,Bumps
0,9,0,946,0.6133405477603734,0.011535788164037492,0.0023671209211532512,0.306139611501587,0.0510676241578673,0.00464060593921402,0.01090870155576737,Bumps,Bumps
0,9,0,1117,0.21683403964759249,0.005690593074160851,0.035271343933748305,0.642443842054366,0.00898832882803471,0.03954528734141794,0.05122656512068048,Other_Faults,Bumps
0,9,0,998,0.5346871922679142,0.00766619265488686,0.0074825766894995645,0.3302758175668657,0.08720434739219964,0.0009678319798728146,0.031716041448761424,Bumps,Bumps
0,9,0,1108,0.2339527026743185,0.03969213524224166,0.0713447990606806,0.48442575089454487,0.08250370474028104,0.058941749144733484,0.029139158243200205,Other_Faults,Bumps
0,9,0,1157,0.3019309044833217,0.009339608058349876,0.06462450648067554,0.32359696580687547,0.03528640552658274,0.00029411764705882356,0.26492749199713667,Other_Faults,Bumps
0,9,0,995,0.2716561483623127,0.12897748984472357,0.006322298616416263,0.47251976255322586,0.06154066201744534,0.023458394297480978,0.03552524430839566,Other_Faults,Bumps
0,9,0,1177,0.7184418075677989,0.0016584676868868409,0.006851367691943987,0.2228491026257376,0.03132936435508234,0.0008868715338944346,0.017983018538655818,Bumps,Bumps
0,9,0,1182,0.669571716750665,0.0038820427217016113,0.005288071984941055,0.24963598847657592,0.018856837176973243,0.0031469009340180224,0.049618441955125395,Bumps,Bumps
0,9,0,1020,0.6089642770788002,0.0037883360594459514,0.010446160802733558,0.26966307957881047,0.04071593974039264,0.0006678333333333333,0.06575437340648374,Bumps,Bumps
0,9,0,1128,0.42406367624315133,0.005913600941425915,0.10448756028806302,0.3843952352069381,0.033727766021085674,0.025711525195533606,0.02170063610380242,Bumps,Bumps
0,9,0,1042,0.5262552105541158,0.001767098253816751,0.005180742563161075,0.3664626944762431,0.07058960058312444,0.014222316490985041,0.01552233707855384,Bumps,Bumps
0,9,0,1121,0.14156973269116263,0.047723197086649884,0.01783478341754371,0.38618123783136626,0.36928594388118446,0.003334760583629617,0.03407034450846389,Other_Faults,Bumps
0,9,0,1094,0.32055366964918375,0.030368236333941874,0.025620293283418877,0.4679029859907085,0.08099594494522695,0.006306610534569986,0.06825225926295037,Other_Faults,Bumps
0,9,0,1004,0.32709363256418555,0.05791740874774691,0.010272420226831992,0.50830397243953,0.030233403661327953,0.021281210968794175,0.044897951391583334,Other_Faults,Bumps
0,9,0,1484,0.06565881866681296,0.011912822661733031,0.01771627216205221,0.7496700521123699,0.09596489925621489,0.00030000000000000003,0.05877713514081665,Other_Faults,Other_Faults
0,9,0,1400,0.25841657918096417,0.002185077724208159,0.06261616160434764,0.5827955831646768,0.013079095285519432,0.02265602458461812,0.05825147845566598,Other_Faults,Other_Faults
0,9,0,1752,0.2224878285121622,0.0012309597205305287,0.005808766121433464,0.29122748188265096,0.030115802768100764,0.007475125862637061,0.441654035132485,Z_Scratch,Other_Faults
0,9,0,1668,0.14077109777223307,0.007603751055040614,0.3915396973044623,0.3496964720559603,0.04936470230473406,9.523809523809523e-05,0.06092904141233168,K_Scratch,Other_Faults
0,9,0,1326,0.13011525397808654,0.002693499339666158,0.056062448680216016,0.7369960171116476,0.007242226505651667,0.010943072519246554,0.055947481865485635,Other_Faults,Other_Faults
0,9,0,1767,0.18801248641776497,0.002022654150718812,0.03320823604298665,0.7074706431218802,0.004365847501121847,0.01996229066743692,0.04495784209809078,Other_Faults,Other_Faults
0,9,0,1339,0.13707178646052753,0.02040835191265387,0.040134098909192485,0.6571529594628428,0.07929836607495563,0.0020243815998877398,0.06391005557993974,Other_Faults,Other_Faults
0,9,0,1439,0.4441321441032592,0.00368016965751683,0.006472494738634181,0.379106846653846,0.13953976023056952,0.0030957121231969045,0.023972872492977533,Bumps,Other_Faults
0,9,0,1660,0.36472347573571456,0.02536192704771584,0.039460674843143265,0.4126854870761797,0.07784503394690642,0.018851901117242813,0.06107150023309786,Other_Faults,Other_Faults
0,9,0,1342,0.36644380222692957,0.010697899510684436,0.037410073720215216,0.46339035793869576,0.08476954269104488,0.010211991408759795,0.02707633250367085,Other_Faults,Other_Faults
0,9,0,1420,0.3631895140663746,0.005505888502825026,0.0565351791165938,0.42163019877818975,0.052341849758063295,0.027190719336612216,0.07360665044134117,Other_Faults,Other_Faults
0,9,0,1893,0.26687905317277083,0.04066067661583736,0.018616068724876776,0.561391716193601,0.02218485850440908,0.00473342088252305,0.08553420590598242,Other_Faults,Other_Faults
0,9,0,1574,0.0528047583717666,0.018395666447181592,0.011878332455245406,0.5446487988873127,0.07392091479830991,0.0,0.2983515290401837,Other_Faults,Other_Faults
0,9,0,1575,0.04360095005095063,0.022990298887675325,0.006689201471990722,0.6021003401899265,0.12849058745517555,0.0,0.19612862194428146,Other_Faults,Other_Faults
0,9,0,1736,0.19012875890129916,0.002531547869484993,0.07589606338386862,0.5154978433175359,0.10005240321530139,0.003987876922371644,0.11190550639013852,Other_Faults,Other_Faults
0,9,0,1667,0.5361087328962012,0.01230428976284501,0.0017329974169061936,0.29227899494294496,0.0738520568202812,0.0009316909150552793,0.08279123724576642,Bumps,Other_Faults
0,9,0,1776,0.2076168218898515,0.002198187023187023,0.04788709683968597,0.641297378160941,0.01377929861821065,0.02415182479651519,0.06306939267160888,Other_Faults,Other_Faults
0,9,0,1939,0.13302763227018896,0.001900030525030525,0.1899101499577866,0.5163118425213399,0.008106491601830813,0.00323187033836121,0.14751198278546251,Other_Faults,Other_Faults
0,9,0,1464,0.6523636107306797,0.003338346310620149,0.03580964963695627,0.24218696073934615,0.035353719311914104,0.0014231450381679389,0.02952456823231612,Bumps,Other_Faults
0,9,0,1495,0.05068910900585068,0.019600092129510877,0.01137003112025254,0.6555866865668448,0.22740453363489527,0.0004,0.03494954754264553,Other_Faults,Other_Faults
0,9,0,1679,0.1596094638779351,0.0036790582224792753,0.06445858391650128,0.716317805708172,0.021984657111863776,0.006213305906451397,0.027737125256598005,Other_Faults,Other_Faults
0,9,0,1837,0.05225431652519386,0.017282585156058374,0.047422983170659315,0.7461801527935523,0.06799790802281198,0.0054298884448884446,0.06343216588683519,Other_Faults,Other_Faults
0,9,0,1398,0.12516664841339334,0.010144462433835374,0.08585957779890983,0.6966151131195922,0.05352037266583222,0.003550661000506202,0.02514316456793078,Other_Faults,Other_Faults
0,9,0,1596,0.1303764766765706,0.1075336758211401,0.00471666721593188,0.44572976434580586,0.2250321183955526,0.010928183684220834,0.07568311386077835,Other_Faults,Other_Faults
0,9,0,1810,0.08574136640436275,0.022160388488598907,0.06025876818963167,0.5708765179727069,0.02605253093814685,0.21926256814590903,0.015647859860644216,Other_Faults,Other_Faults
0,9,0,1348,0.18427681711797883,0.024442388964035142,0.014803718772820457,0.37968504194994734,0.3292417504367669,0.00534859015253752,0.06220169260591447,Other_Faults,Other_Faults
0,9,0,1868,0.13391049001186991,0.028278160195294257,0.041405771792663304,0.7355074074900999,0.022775934691983826,0.009041718959324483,0.029080516858764675,Other_Faults,Other_Faults
0,9,0,1804,0.4150592241790008,0.002556633427507272,0.00434688981802154,0.45882889139406324,0.069142943387712,0.014340662564875092,0.03572475522881989,Other_Faults,Other_Faults
0,9,0,1724,0.15213486919698413,0.008745924623697651,0.06952504466639542,0.5858925196443636,0.11794235680615898,0.0013954524111033373,0.06436383265129741,Other_Faults,Other_Faults
0,9,0,1614,0.2944139878748859,0.00251320956566952,0.019582443523119872,0.5304180250483094,0.00700524880699534,0.006529552037986357,0.13953753314303438,Other_Faults,Other_Faults
0,9,0,1437,0.29598202941626517,0.016995943816158512,0.020848807045197638,0.5624069177803969,0.017130922576843847,0.010552249364457113,0.07608313000068154,Other_Faults,Other_Faults
0,9,0,1625,0.4158695271172391,0.0036980144188829022,0.00738714776675981,0.23459274492313326,0.028032123098534926,0.0029978314105499546,0.30742261126490006,Bumps,Other_Faults
0,9,0,1910,0.1112082754656274,0.005560190136660724,0.06101088103602694,0.7133270183029797,0.003258830875007346,0.045605151131015785,0.060029653052682055,Other_Faults,Other_Faults
0,9,0,1384,0.11823126717604762,0.022024447465319473,0.06245129538450674,0.7428195545090299,0.012636588792476078,0.009358318569934748,0.032478528102685894,Other_Faults,Other_Faults
0,9,0,1865,0.11201930660047381,0.020025948931902043,0.017991338268303528,0.7361520190947421,0.018722261691921607,0.007488685190910254,0.0876004402217469,Other_Faults,Other_Faults
0,9,0,1453,0.3745063656340535,0.01809525303895443,0.037891332111577726,0.34111607864046983,0.20972076630972103,0.0006298965262379896,0.018040307738985902,Bumps,Other_Faults
0,9,0,1602,0.14541873604756433,0.0025594118187424477,0.0811237743945857,0.7004020431282117,0.03539225328793295,0.0033859543621153525,0.03171782696084758,Other_Faults,Other_Faults
0,9,0,1462,0.42995299126160813,0.02499628548106975,0.059282562991571384,0.3537947379602462,0.10447077434033876,0.005946520476311419,0.021556127488854458,Bumps,Other_Faults
0,9,0,1734,0.12788343441122507,0.01032444892686894,0.04168663010673591,0.6015855036550598,0.10809191856396326,0.00303477761647098,0.10739328671967653,Other_Faults,Other_Faults
0,9,0,1336,0.12579816221283205,0.06746122102088577,0.018216482228005097,0.4029412267829024,0.330816564116774,0.001875862317898399,0.05289048132070227,Other_Faults,Other_Faults
0,9,0,1806,0.25904391980483893,0.004720264003730822,0.004842424982376654,0.5393804038184049,0.01055692849531859,0.01520213617784604,0.1662539227174848,Other_Faults,Other_Faults
0,9,0,1906,0.12106049970720768,0.005940634314086327,0.11833674656769645,0.5439017423649093,0.014525779095438536,0.03997004945720412,0.1562645484934581,Other_Faults,Other_Faults
0,9,0,1584,0.3693760456697232,0.021619336288160318,0.0074735516344178726,0.4832408782526323,0.02778853845405611,0.015160893137561892,0.07534075656344862,Other_Faults,Other_Faults
0,9,0,1413,0.4467166295204907,0.004468638378338491,0.00426389560829592,0.4255778623044862,0.08558032982726031,0.007177835912982795,0.026214808448145395,Bumps,Other_Faults
0,9,0,1708,0.04585507358526713,0.014565660272772315,0.18181652763629935,0.5888676856494096,0.0938099549482439,0.0,0.07508509790800787,Other_Faults,Other_Faults
0,9,0,1381,0.13875082822172896,0.009505327018093247,0.07944582234096927,0.7104881907570755,0.015195280462494427,0.0021564935064935066,0.04445805769314553,Other_Faults,Other_Faults
0,9,0,1296,0.15896856497618278,0.004617919825786835,0.06346898446297196,0.5491683021182058,0.1799660770715308,0.0027832610372084056,0.04102689050811402,Other_Faults,Other_Faults
0,9,0,1570,0.4602694577384265,0.0033489046116719785,0.016447323501500657,0.40733383066508716,0.07503910542770521,0.0031238598980207304,0.03443751815758831,Bumps,Other_Faults
0,9,0,1887,0.14660138454164767,0.016251526278281834,0.008879639193351186,0.4776960682431732,0.263999350704134,0.0013605031918985408,0.08521152784751426,Other_Faults,Other_Faults
0,9,0,1722,0.13989699834914654,0.0021314981062831766,0.07117273132158206,0.6112334759252991,0.03196764734520658,0.0069878839901880855,0.13660976496229438,Other_Faults,Other_Faults
0,9,0,1299,0.08296632263339106,0.014280650262768322,0.04101672680520329,0.6601108571860586,0.16583965765701617,0.0029448279982747243,0.03284095745728889,Other_Faults,Other_Faults
0,9,0,1735,0.16601243667789378,0.007621608113105609,0.0748545649063138,0.5926583468621928,0.07918789280870517,0.006675379942227606,0.07298977068956161,Other_Faults,Other_Faults
0,9,0,1452,0.4889521307327956,0.011746450514644876,0.04276434043705156,0.38091597283967177,0.06651598865589191,0.003805376087289059,0.005299740732655531,Bumps,Other_Faults
0,9,0,1798,0.23946157353106165,0.002782644110275689,0.007028672142308568,0.4898892545717891,0.02252381020010242,0.020423560639733104,0.21789048480473014,Other_Faults,Other_Faults
0,9,0,1457,0.5221292931521554,0.023713162225401572,0.02796415679525018,0.3022177789886739,0.03540199427934479,0.0700387846315202,0.018534829927653818,Bumps,Other_Faults
0,9,0,1274,0.16358115583066463,0.02843334355162785,0.028184729896254826,0.35138189071831727,0.36709053731715663,0.0052003440273177114,0.05612799865866163,Pastry,Other_Faults
0,9,0,1629,0.2763284142505151,0.009456894447247365,0.008638581950464198,0.3988591510924438,0.22515933113983375,0.0030524052422237786,0.0785052218772729,Other_Faults,Other_Faults
0,9,0,1819,0.2963963734616447,0.0591183977630216,0.011474911260775938,0.39312234100734345,0.2013246430043102,0.009589347259081492,0.0289739862438231,Other_Faults,Other_Faults
0,9,0,1730,0.15858074866957025,0.002132152498127959,0.09465499056658316,0.5419867651799926,0.09414492267143074,0.0032377503570598203,0.10526267005723589,Other_Faults,Other_Faults
0,9,0,1471,0.41340846713615864,0.01082938549651897,0.03699720257039475,0.40786310129955516,0.06822042514286175,0.05364669656317385,0.009034721791336835,Bumps,Other_Faults
0,9,0,1779,0.16695492365989295,0.006718853808682398,0.06289708176038976,0.6768956131618894,0.01608882801665358,0.004290769801462737,0.06615392979102908,Other_Faults,Other_Faults
0,9,0,1717,0.13046386757151013,0.0030410218436534224,0.12018342071201209,0.5665897873198019,0.008665193068100593,0.009168735340663968,0.16188797414425815,Other_Faults,Other_Faults
0,9,0,1445,0.51283159381533,0.002093433246868655,0.011061674356484036,0.41482765500801055,0.024047075517773502,0.012206154229716572,0.022932413825817035,Bumps,Other_Faults
0,9,0,1440,0.513204300320239,0.005557515427526466,0.03151005599924091,0.348311315312153,0.05290237889731132,0.002379761477847259,0.04613467256568218,Bumps,Other_Faults
0,9,0,1842,0.05847024467323434,0.024043101093292215,0.04343706364219961,0.7170780756722951,0.08187387437125232,0.0026808671720436428,0.07241677337568261,Other_Faults,Other_Faults
0,9,0,1703,0.05230067182234475,0.015561581674245867,0.03440591966159441,0.6861494067154315,0.09922754897997284,0.00038181818181818184,0.11197305296459203,Other_Faults,Other_Faults
0,9,0,1634,0.5793045293400627,0.0056487722070141175,0.007816085666222446,0.28991542377830704,0.08185358982295708,0.0037914908903663494,0.03167010829507014,Bumps,Other_Faults
0,9,0,852,0.02728944839121062,0.7226818512921813,0.007629226307007072,0.11297468010583103,0.10813013211381978,0.00026193384223918573,0.02103272794771095,Dirtiness,Dirtiness
0,9,0,847,0.11804058367625815,0.35113715350087077,0.007532195368667151,0.21564291067869862,0.27514503282800884,0.0022077548274555196,0.03029436912004151,Dirtiness,Dirtiness
0,9,0,835,0.15404390680444582,0.1884867056459031,0.0072740505019277405,0.574645304586383,0.04045846980148224,0.014820100667444366,0.020271461992414704,Other_Faults,Dirtiness
0,9,0,816,0.06560605699587195,0.026147457271112333,0.05790025395771037,0.5397852435090045,0.08836218393242755,0.0005833333333333333,0.22161547100054002,Other_Faults,Dirtiness
0,9,0,812,0.0478473792823894,0.02994299945972333,0.03938532492945521,0.5577413817194344,0.145495957080351,0.0,0.17958695752864606,Other_Faults,Dirtiness
0,9,0,830,0.2847557076147401,0.16160862927337977,0.0195940389933424,0.4562369843782368,0.031087268009675387,0.006685934673379147,0.04003143705724723,Other_Faults,Dirtiness
0,9,0,433,0.0010044828600188256,3.291847041847042e-05,0.9876358825968947,0.007170572349622944,0.0016641890634382915,0.0,0.002491954659606482,K_Scratch,K_Scratch
0,9,0,386,0.2978367697440072,0.006373049747476413,0.17485230264865217,0.42233746142265466,0.08165959185873618,0.003820747252081585,0.013120077326391767,Other_Faults,K_Scratch
0,9,0,416,0.0014123155703225931,3.291847041847042e-05,0.9805877388671832,0.011624901957986381,0.0032602110055398583,0.0,0.0030819141285491503,K_Scratch,K_Scratch
0,9,0,455,0.0006771019076378732,3.291847041847042e-05,0.9848861225847292,0.009353285913885132,0.002886586810804028,0.0,0.0021639843125251367,K_Scratch,K_Scratch
0,9,0,514,0.05679226519471908,0.005384658212445401,0.6796443308918102,0.18625273615382498,0.0137415372653236,0.00251034855948649,0.055674123722390084,K_Scratch,K_Scratch
0,9,0,536,0.006067275681645551,0.000599741054613936,0.9360151307497219,0.04360284655135438,0.003868414910748765,0.00075,0.009096591051915614,K_Scratch,K_Scratch
0,9,0,434,0.0017087927997431296,3.291847041847042e-05,0.9873716931501946,0.007991457590440638,0.0007378121804097641,0.0,0.0021573258087933043,K_Scratch,K_Scratch
0,9,0,441,0.015071985982948968,0.0006021825396825397,0.9158020026627482,0.05704977549541393,0.004749235819002766,0.0002,0.006524817500203378,K_Scratch,K_Scratch
0,9,0,370,0.1480589705330828,0.0026726556012076994,0.5416815520813386,0.24441416516501574,0.015878148252435463,0.03770086554064857,0.009593642826270996,K_Scratch,K_Scratch
0,9,0,670,0.0014322979333563242,6.944444444444444e-06,0.9803018735849556,0.01696185944988917,0.0005588546292309551,0.0,0.0007381699581234251,K_Scratch,K_Scratch
0,9,0,674,0.0012778534889118795,6.944444444444444e-06,0.9811665489564348,0.016473850745076388,0.00033663240700873277,0.0,0.0007381699581234251,K_Scratch,K_Scratch
0,9,0,391,0.026156968275820928,0.014504517324096083,0.49243578449066167,0.2622881917230681,0.1267936497320767,0.0,0.07782088845427672,K_Scratch,K_Scratch
0,9,0,489,0.002175551092654346,3.291847041847042e-05,0.9872050946306697,0.00781607766814658,0.0006191315162745544,0.00031578947368421053,0.0018354371481519242,K_Scratch,K_Scratch
0,9,0,376,0.1128792775973749,0.02381183835720362,0.4770750198078381,0.27181864303830083,0.0603212332623681,0.04665511248483459,0.0074388754520806595,K_Scratch,K_Scratch
0,9,0,458,0.0009628161933521588,3.291847041847042e-05,0.9877026616295832,0.006408816661523323,0.0036075906113852934,0.0,0.0012851964337372568,K_Scratch,K_Scratch
0,9,0,712,0.011448681575951228,0.0011379264802993615,0.8741275510343613,0.09352665373130933,0.009844603183704354,0.0,0.009914583994374004,K_Scratch,K_Scratch
0,9,0,485,0.0014654741730918534,3.291847041847042e-05,0.9865305493522115,0.007652629515655544,0.0019288417326364148,0.0,0.00238958675598586,K_Scratch,K_Scratch
0,9,0,480,0.0016202444028620834,3.291847041847042e-05,0.9866311535605892,0.006757923219218699,0.0025967072005018826,0.0,0.0023610531464094324,K_Scratch,K_Scratch
0,9,0,507,0.004922505680292082,6.944444444444444e-06,0.9547404724347947,0.030637180533267513,0.003060529161740402,0.0001111111111111111,0.006521256634350097,K_Scratch,K_Scratch
0,9,0,645,0.000769453225580741,6.944444444444444e-06,0.9894258372512563,0.00858860333211222,0.00033744059666390513,0.0,0.000871721149942092,K_Scratch,K_Scratch
0,9,0,675,0.0012930549541133446,6.944444444444444e-06,0.9732723619261655,0.023986716091565167,0.00036941929225463446,0.0,0.0010715032914567582,K_Scratch,K_Scratch
0,9,0,730,0.04963351579650156,0.0022901375417908724,0.6432993648582165,0.24863800164978336,0.036981206753289884,0.0011444444444444445,0.01801332895597301,K_Scratch,K_Scratch
0,9,0,513,0.00402343544986118,0.0005329184704184704,0.9698221873497572,0.019071919925713655,0.0022255240732842727,0.0,0.004324014730965103,K_Scratch,K_Scratch
0,9,0,679,0.0018684451195035098,6.944444444444444e-06,0.9787155905861745,0.017595413712109525,0.0009577362694919057,0.0,0.0008558698682761656,K_Scratch,K_Scratch
0,9,0,500,0.004788113426332807,6.944444444444444e-06,0.9513908045597587,0.03532685473751017,0.0010414573168918946,0.0001111111111111111,0.00733471440395127,K_Scratch,K_Scratch
0,9,0,383,0.15194420389455593,0.004356261614897409,0.19908582138813927,0.5371877755516048,0.05987617985864155,0.009746957359197622,0.03780280033296351,Other_Faults,K_Scratch
0,9,0,665,0.001704198971386394,6.944444444444444e-06,0.9709917151376968,0.023764178110441434,0.0007416503281556861,0.0,0.0027913130078752657,K_Scratch,K_Scratch
0,9,0,603,0.000861186822245213,6.944444444444444e-06,0.9857561075857632,0.011286271353023927,0.0008003367517475603,0.0,0.0012891530427755792,K_Scratch,K_Scratch
0,9,0,380,0.1772211122111375,0.005715469862553271,0.493296811083542,0.2698844981908375,0.023386949262964734,0.023138745319546704,0.00735641406941863,K_Scratch,K_Scratch
0,9,0,697,0.17273692310678804,0.008329098275305705,0.1647139458931323,0.44194760933171495,0.016689214517852286,0.02129493058056737,0.17428827829463986,Other_Faults,K_Scratch
0,9,0,394,0.0056816716937968656,3.291847041847042e-05,0.9405134003945894,0.0403961713258478,0.005259805402598625,0.00023529411764705883,0.007880738595101995,K_Scratch,K_Scratch
0,9,0,542,0.004043721523483983,6.944444444444444e-06,0.9594741674304978,0.026081920657265306,0.004687390921520938,0.0,0.005705855022787521,K_Scratch,K_Scratch
0,9,0,694,0.0015230915841499752,6.944444444444444e-06,0.9845862854335244,0.012754822118694819,0.0003906864610627868,0.0,0.0007381699581234251,K_Scratch,K_Scratch
0,9,0,686,0.001294898272085695,6.944444444444444e-06,0.9697406328390786,0.027479205659613547,0.00040681549332085133,0.0,0.0010715032914567582,K_Scratch,K_Scratch
0,9,0,502,0.002458107650725332,0.0005329184704184704,0.9827070590858917,0.009295688685294314,0.0025633655421602244,0.0,0.002442860565509669,K_Scratch,K_Scratch
0,9,0,447,0.003944629720800314,0.0014008574017161804,0.9812764038338052,0.010825685543147466,0.0009250388570190498,0.00042748091603053435,0.0011999037274808989,K_Scratch,K_Scratch
0,9,0,404,0.003648490766649606,0.00017577561327561327,0.9681411285075161,0.015596211448759516,0.004914672612391614,0.0,0.007523721051407586,K_Scratch,K_Scratch
0,9,0,369,0.13222944549380766,0.0020380904931131794,0.5911596182899519,0.21923722422293043,0.014608531494090438,0.033837454511390135,0.0068896354947161195,K_Scratch,K_Scratch
0,9,0,368,0.1716219658149148,0.010974270292051364,0.350205286209122,0.35680813823521085,0.06233803947212241,0.03489118653667569,0.01316111343990345,Other_Faults,K_Scratch
0,9,0,101,0.2761810114432137,0.021433249479619183,0.007932688869786934,0.4504262994753072,0.2230851113768106,0.002008025148491653,0.018933614206771164,Other_Faults,Pastry
0,9,0,148,0.15750099768893458,0.11322388769656587,0.022041283257602254,0.26224558684043003,0.4095146643131636,0.0005755156227774881,0.03489806458052671,Pastry,Pastry
0,9,0,8,0.18706826733245213,0.012981183007083844,0.04721898816546539,0.4546779065248765,0.27807198808560823,0.00405586514791559,0.01592580173659886,Other_Faults,Pastry
0,9,0,138,0.2547300495029595,0.01709277190337315,0.01879765285470093,0.44781248613772184,0.23140590230209176,0.0057042955448320535,0.0244568417543211,Other_Faults,Pastry
0,9,0,32,0.19255283225943617,0.040664020172857404,0.059545036219804066,0.32654198090674735,0.3256766773116047,0.006979172813890138,0.048040280315660835,Other_Faults,Pastry
0,9,0,131,0.09592246065115857,0.08781246636551007,0.03496646671863073,0.3322175086795152,0.39770225964797834,0.000896103896103896,0.05048273404110327,Pastry,Pastry
0,9,0,2,0.23789530284145097,0.07241739978144177,0.006782787743118785,0.33685541964833143,0.26446190018330407,0.016838173260387588,0.0647490165419659,Other_Faults,Pastry
0,9,0,143,0.22035848038624312,0.04806623812528206,0.03450504568012841,0.3628239602555483,0.20832170330621283,0.008673968449281592,0.11725060379730436,Other_Faults,Pastry
0,9,0,49,0.5483562454828316,0.010697843638022302,0.00814625489515685,0.26054860130363167,0.1390819649372024,0.01021354672257914,0.022955543020576407,Bumps,Pastry
0,9,0,108,0.22378830009731057,0.05148654561842907,0.00937258627353781,0.4889314912412137,0.15615722720539646,0.007148322218225085,0.06311552734588738,Other_Faults,Pastry
0,9,0,147,0.2469638986076115,0.02538340304084536,0.025689994071099533,0.2924014856916761,0.3754189499859419,0.0016584502320278866,0.03248381837079777,Pastry,Pastry
0,9,0,117,0.080128733667135,0.0295008479034905,0.008476913798543569,0.2775537844199983,0.5822934041161102,0.0005148351648351649,0.02153148092988795,Pastry,Pastry
0,9,0,74,0.3054212350890991,0.0008416285678818688,0.01839935957605727,0.46127367700908684,0.15516117452401876,0.0067170083812909676,0.05218591685256536,Other_Faults,Pastry
0,9,0,146,0.12977004258894778,0.03476772708812564,0.061062208164235104,0.2518728636086422,0.4187448344373582,0.0004614805350581898,0.10332084357763324,Pastry,Pastry
0,9,0,7,0.10692216081919183,0.01179565539725589,0.15421931687454815,0.5319898307364983,0.16356860287447345,0.007726999129517064,0.023777434168515747,Other_Faults,Pastry
0,9,0,324,0.11921235079391987,0.028915498431976657,0.00306861190898701,0.22225812235470083,0.2323361732946949,0.00016666666666666666,0.39404257654905495,Z_Scratch,Z_Scratch
0,9,0,160,0.12882221618564552,0.010556193395073772,0.019339902347645918,0.29021173511711246,0.05241660225436822,0.00065,0.49800335070015483,Z_Scratch,Z_Scratch
0,9,0,233,0.17635603283739104,0.0011903614938201404,0.06152488433567499,0.2402428561631193,0.015203805367895996,0.0004,0.5050820598020986,Z_Scratch,Z_Scratch
0,9,0,187,0.24766889179404938,0.010504698541175762,0.01174779001691811,0.4295308321311058,0.012217965524711003,0.022491399779222338,0.26583842221281806,Other_Faults,Z_Scratch
0,9,0,231,0.14294740955750773,0.005201968133182197,0.00600365393979945,0.4050012279694706,0.01806887573818323,0.016280250358297332,0.40649661430355943,Z_Scratch,Z_Scratch
0,9,0,238,0.101523312768266,0.01663141443355443,0.03074503037693435,0.2410462217104882,0.03598648747168565,0.0015174825174825175,0.5725500507215886,Z_Scratch,Z_Scratch
0,9,0,213,0.06374634910716193,0.017259722257301296,0.08885446810792809,0.317137692351725,0.05928215637232475,0.0003356643356643357,0.4533839474678954,Z_Scratch,Z_Scratch
0,9,0,197,0.21014009990449947,0.02798381701068571,0.014716004628855351,0.36299316582419444,0.09166920655048393,0.0011447535915621021,0.29135295248971943,Other_Faults,Z_Scratch
0,9,0,227,0.10242077183967108,0.017071942049553604,0.1978157292716159,0.42245808459377926,0.0641296206790864,0.0004490842490842491,0.19565476731721027,Other_Faults,Z_Scratch
0,9,0,343,0.21405842437064512,0.054727593885876134,0.00760295026174606,0.4665809705584725,0.10624783209155426,0.005238881294144452,0.14554334753756204,Other_Faults,Z_Scratch
0,9,0,225,0.19448612180351343,0.009798356693553476,0.007834919719755707,0.21567474239276596,0.05608681042188802,0.0013298965262379895,0.5147891524422855,Z_Scratch,Z_Scratch
0,9,0,243,0.10204970936661548,0.013181786040744494,0.003709494922633364,0.2571768535146362,0.11331700717815854,0.008073061248061248,0.5024920877291511,Z_Scratch,Z_Scratch
0,9,0,218,0.11075749335400085,0.004667328949305305,0.04748259460337883,0.21835235943396428,0.021666452181353903,0.0,0.5970737714779976,Z_Scratch,Z_Scratch
0,9,0,165,0.06767810725678446,0.00995602122261369,0.08208974947274825,0.3624074907902797,0.04194954870441119,0.0008409274935590726,0.43507815505960423,Z_Scratch,Z_Scratch
0,9,0,159,0.14291702725423053,0.009474891666248146,0.039955319056272295,0.45414938056006715,0.06165761941222007,0.028434574399726697,0.2634111876512358,Other_Faults,Z_Scratch
0,9,0,342,0.05151084195733529,0.11200707170648692,0.0475293169638476,0.451019718080958,0.18936450189595141,0.003677278844087355,0.14489127055133388,Other_Faults,Z_Scratch
0,9,0,234,0.13617586878880314,0.005036404250833236,0.005510099097149064,0.33793786116419683,0.02260667871432671,0.018634940872369606,0.47409814711232173,Z_Scratch,Z_Scratch
0,9,0,170,0.11255662559370382,0.0024012836573707873,0.01143503038763131,0.35893554920030973,0.059108015157665686,0.0006129554655870446,0.454950540537732,Z_Scratch,Z_Scratch
0,9,0,168,0.04821092453447581,0.00823198783935854,0.011413620016585663,0.3227012507737568,0.06694731139126492,0.00040384615384615383,0.5420910592907124,Z_Scratch,Z_Scratch
0,9,0,776,0.08305099445664771,0.012317084986480917,0.02936027919048382,0.36531559304719563,0.0136699980436387,0.4761367289974549,0.02014932127809852,Stains,Stains
0,9,0,783,0.061324048271967455,0.009760402595560085,0.025020444355780443,0.10850183011844523,0.009816647785777576,0.7705693926341375,0.015007234238332052,Stains,Stains
0,9,0,740,0.033965621704823826,0.005497971780976717,0.032550877975857956,0.13203093329582233,0.01054195483431978,0.7809424516399731,0.004470188768225807,Stains,Stains
0,9,0,751,0.015140177366931625,0.0034125954310817784,0.05226256454410015,0.06747188862912755,0.006841547298212595,0.8512414281039123,0.0036297986266336413,Stains,Stains
0,9,0,789,0.08745186899292595,0.010637361602298653,0.03556493945887763,0.548265416554264,0.011748462451135406,0.2652734629552984,0.041058487985200544,Other_Faults,Stains
0,9,0,763,0.05695879068552543,0.002783998120073602,0.03368922283393338,0.12783010495494251,0.014345893798209275,0.7597151808181367,0.004676808789179232,Stains,Stains
0,9,0,794,0.06205153047716742,0.0036887259970262306,0.009265314581529203,0.09784258700451574,0.0068078385334401845,0.8107391170099932,0.00960488639632814,Stains,Stains
0,9,0,806,0.17525599473574452,0.022583898406148935,0.03367169916251414,0.29704543101485215,0.026360046810409484,0.40914488391058695,0.0359380459597438,Stains,Stains