% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Mon Apr  9 18:37:21 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
0,0,0,1136,0.6370812467366707,0.004407457891620533,0.006568251206571915,0.30133720231069716,0.011966039022800204,0.03756386953760246,0.0010759332940367423,Bumps,Bumps
0,0,0,867,0.4876244179298022,0.0017891575642545736,0.047706060711528664,0.44424083746243825,0.0016588399955539913,0.00018951612903225806,0.016791170207389988,Bumps,Bumps
0,0,0,887,0.7959421649747438,0.007155033642575932,0.012860876989049991,0.1277094752761241,0.032057884909933235,0.02233489755856529,0.0019396666490103642,Bumps,Bumps
0,0,0,983,0.7972266330245334,0.005612140714571145,0.014251250363624342,0.1253437759462078,0.03408289906086737,0.02309996755686451,0.0003833333333333333,Bumps,Bumps
0,0,0,959,0.6769904804891526,0.02165602473570645,0.0,0.28440515030320673,0.009671671729471733,0.0,0.00727667274246221,Bumps,Bumps
0,0,0,947,0.9351321156095196,0.0002455026455026455,0.0,0.03683640174578519,0.027785979999193404,0.0,0.0,Bumps,Bumps
0,0,0,1188,0.5061773343708308,0.00281224092384446,0.0031869185658335445,0.2844554523325961,0.18653438944754153,0.01174672607164334,0.0050869382877104016,Bumps,Bumps
0,0,0,1176,0.8927560349002291,0.000375,0.00015229885057471264,0.10336337637740056,0.003262380780886722,0.0,9.090909090909092e-05,Bumps,Bumps
0,0,0,1068,0.30252435576345965,0.000125,0.0008989417989417989,0.6190729655872894,0.00568345049343501,0.002878403667796471,0.06881688268907674,Other_Faults,Bumps
0,0,0,976,0.35404647949361934,0.16393659295664825,0.0017079764278523305,0.3195991699384484,0.1524454695813317,0.0024620491515652803,0.005802262450536107,Bumps,Bumps
0,0,0,966,0.32748723713178146,0.0021600521831960573,0.0,0.5955655064754355,0.016521657356627344,0.00018803418803418803,0.05807751266492501,Other_Faults,Bumps
0,0,0,1165,0.7764988239802215,0.00020689655172413793,0.008142903698488775,0.20945672759777637,0.0011085310339874236,0.0,0.004586117137802439,Bumps,Bumps
0,0,0,1161,0.8356031071976953,0.007707650945305496,0.0011397541403829438,0.14783780858943485,0.001263095238095238,0.0,0.00644858388908606,Bumps,Bumps
0,0,0,1007,0.23427871848126808,0.0040943936810987165,0.0013232339706448363,0.5193925063742499,0.2094313849930426,0.00484045058676854,0.02663931191292715,Other_Faults,Bumps
0,0,0,1262,0.6313074728232203,0.028922051672672547,0.00025,0.3209412387226849,0.015355960116066075,7.692307692307693e-05,0.003146353588431389,Bumps,Bumps
0,0,0,1054,0.5692665953465534,0.003978053609361737,0.0,0.40122358271665687,0.014588669381428913,0.0,0.01094309894599891,Bumps,Bumps
0,0,0,1244,0.38873454170663674,0.01830345483263439,0.01015132010403819,0.5216837505549187,0.01632602164614916,0.01941221467690045,0.025388696478721984,Other_Faults,Bumps
0,0,0,1010,0.3082408601657434,0.000575,0.0002857142857142857,0.6267153446057784,0.015570771947433313,0.002243078887906474,0.04636923010742337,Other_Faults,Bumps
0,0,0,1166,0.610232876073929,0.0009573268921095008,0.012894784528308154,0.36210464271438436,0.0007032249403088518,0.0,0.013107144850959852,Bumps,Bumps
0,0,0,1076,0.6411622186651748,0.0016199214468484416,0.005673747896307943,0.3218131431801684,0.016986441631397106,0.008794424667721618,0.003950102512382995,Bumps,Bumps
0,0,0,928,0.5098641888353153,0.0031662685377782285,0.0,0.44551665341771685,0.023619236652553655,0.0,0.017833652556635514,Bumps,Bumps
0,0,0,1223,0.9620811310168434,0.0013952858193180774,0.0,0.032284665931785486,0.0019174318081244077,0.0,0.00232148542392725,Bumps,Bumps
0,0,0,958,0.6840569471800303,0.021196218751601728,0.0,0.2863624410731348,0.008222488233327807,0.0,0.0001619047619047619,Bumps,Bumps
0,0,0,1167,0.8955147040713066,0.00014835164835164835,0.0012114394976971042,0.098473196686959,0.0045613990047770675,0.0,9.090909090909092e-05,Bumps,Bumps
0,0,0,931,0.8839757335951884,0.0,6.896551724137931e-05,0.09302587536272042,0.018284266243797816,0.0,0.004645159281051243,Bumps,Bumps
0,0,0,1261,0.4897228446193912,0.010705500901502412,0.0003333333333333333,0.4646880401873388,0.023095527665842712,0.0014193548387096766,0.01003539845388116,Bumps,Bumps
0,0,0,1064,0.5632570685532511,0.0027210869253856632,0.00014835164835164835,0.4231292611349313,0.008240484790283152,0.0,0.0025037469477965464,Bumps,Bumps
0,0,0,914,0.9006469728010312,0.001983011012182314,0.0,0.0663485975321157,0.02896852780686236,0.0,0.0020528908478091783,Bumps,Bumps
0,0,0,1085,0.3497961237058971,0.0025426873898864656,0.061828830868602476,0.5159341606688252,0.06783586554205319,0.002062331824735505,0.0,Other_Faults,Bumps
0,0,0,1082,0.20997624779055138,0.0015365661033571007,0.3132490770670638,0.42336699559591656,0.019753971973679955,0.001724461875451241,0.030392679593979417,Other_Faults,Bumps
0,0,0,1006,0.5021911693983792,0.01551108547383165,0.0,0.34012800389486525,0.038094416337148274,0.0004417211328976035,0.10363360376288015,Bumps,Bumps
0,0,0,977,0.3088702854971729,0.056024375011526684,0.03271955675940258,0.34521622313669365,0.2475852374927397,0.002699881348350946,0.006884440754115769,Other_Faults,Bumps
0,0,0,1026,0.7712100066931623,0.022387377743455804,0.0,0.18971660548588742,0.01403658889713061,0.0,0.0026494211803623872,Bumps,Bumps
0,0,0,986,0.27919985007845205,0.004703891389131332,0.00029444444444444445,0.6866556841174664,0.01611354669403477,0.0007159774436090225,0.012316605832862605,Other_Faults,Bumps
0,0,0,937,0.8730923237746542,0.000375,0.0,0.09543119515497483,0.02758882045680253,0.0,0.003512660613568056,Bumps,Bumps
0,0,0,1013,0.5630558348165242,0.0,0.0,0.34182128683407836,0.03398065066594575,0.002445001964829551,0.05869722571862331,Bumps,Bumps
0,0,0,1253,0.06336016508451298,0.000125,0.0,0.0390082388116114,0.31685711145718937,0.0,0.580649484646685,Z_Scratch,Bumps
0,0,0,1096,0.1999653643169445,0.014227938983714031,0.04845577377808635,0.5211197915278905,0.17406959567174915,0.005637530753428131,0.03652400496818761,Other_Faults,Bumps
0,0,0,965,0.7583266194056172,0.0008995364657129364,0.015900759369215197,0.20520499837234266,0.0012766041324960935,7.407407407407407e-05,0.01831740818054134,Bumps,Bumps
0,0,0,993,0.6661237789355333,0.07505133970785802,0.001209326784326784,0.23455618425252142,0.020421092498874194,0.0,0.0026382778208852574,Bumps,Bumps
0,0,0,877,0.131675834555021,0.04245702518292314,0.03721374306475898,0.7678438414480595,0.005044235778274422,0.011287492715906598,0.0044778272550555645,Other_Faults,Bumps
0,0,0,1494,0.0526436881460205,0.007527846967426197,0.00954325295281083,0.6633730391988828,0.2633702566159789,0.0,0.0035419161188794293,Other_Faults,Other_Faults
0,0,0,1651,0.5342879112431873,0.043626267632150446,0.014394632984908931,0.30316818441886284,0.07766411372498967,0.004630896918085053,0.022227993077815405,Bumps,Other_Faults
0,0,0,1623,0.37439400041740556,0.011610314337791399,0.0003195701357466063,0.5718024128718515,0.006453498703646579,0.00021052631578947367,0.03520967721776832,Other_Faults,Other_Faults
0,0,0,1588,0.09961533369727796,0.01073932086646762,0.027407831479523404,0.26054926022941605,0.5947509435097742,0.0,0.006937310217541626,Pastry,Other_Faults
0,0,0,1386,0.1005111694393474,0.028103058260296063,0.08498046108459803,0.7414381323216922,0.001256159420289855,0.04076833983734411,0.002942679636432499,Other_Faults,Other_Faults
0,0,0,1901,0.11611222086340532,0.00016451612903225807,0.0001111111111111111,0.8197861805293646,0.02365717042413905,0.00898485946690805,0.031183941476040533,Other_Faults,Other_Faults
0,0,0,1513,0.09384367353069725,0.006811760862283185,0.018223689225430925,0.8350089277585919,0.034402175136610175,0.00534860148107826,0.006361172005308626,Other_Faults,Other_Faults
0,0,0,1613,0.07393006603740468,0.0014228571428571428,0.23812527348179713,0.6815923811863045,0.002030865041391357,0.002441040770375136,0.00045751633986928104,Other_Faults,Other_Faults
0,0,0,1380,0.09891034414975917,0.0269796697626419,0.09628452279278314,0.7679947099408432,0.0003552631578947368,0.00029166666666666664,0.009183823529411746,Other_Faults,Other_Faults
0,0,0,1876,0.034076659309913576,0.035969990973534934,0.013924844284631302,0.9069955646723983,0.002780835182078109,0.004420542401610255,0.0018315631758345882,Other_Faults,Other_Faults
0,0,0,1290,0.01175114131908946,0.006588444393472856,0.015804435963646488,0.8945339123855494,0.06485662882598311,0.0006451612903225805,0.005820275821936162,Other_Faults,Other_Faults
0,0,0,1685,0.0469727613930662,0.025467975589605764,0.009568031101592118,0.8543056659089188,0.044809016955516305,0.004108960495315993,0.014767588555985268,Other_Faults,Other_Faults
0,0,0,1478,0.36982778981027176,0.0010101419878296148,0.00011764705882352942,0.37917448791743924,0.0970772606889266,0.0007769607843137256,0.15201571175239936,Other_Faults,Other_Faults
0,0,0,1745,0.21021704474583966,0.002718056267055155,0.0012279831825941665,0.7364261381170737,0.011188279428323223,0.0069010602159221964,0.03132143804319217,Other_Faults,Other_Faults
0,0,0,1321,0.04421466037984825,0.00015740740740740738,0.027821013478865637,0.9173679002580883,0.0053565393736897315,0.003510483547969678,0.0015719955541312776,Other_Faults,Other_Faults
0,0,0,1795,0.2332889521258344,0.002157798533757614,6.666666666666667e-05,0.6837259214626399,0.07042926965613423,0.0031298300427185597,0.007201561512249725,Other_Faults,Other_Faults
0,0,0,1285,0.16501656670766926,0.008799274985771538,0.008802710077975708,0.40781873049362616,0.3079194218601032,0.000919793411662482,0.1007235024631914,Other_Faults,Other_Faults
0,0,0,1822,0.16568211263471821,0.0009411764705882353,0.0003572028446170322,0.5549153284170988,0.009053385110891914,0.000570736303674788,0.26848005821841064,Other_Faults,Other_Faults
0,0,0,1617,0.04649980823098462,0.0,0.35786661867544217,0.5635281740808209,0.01229454545454546,0.0,0.01981085355820651,Other_Faults,Other_Faults
0,0,0,1529,0.04027026682071423,0.006626441595730331,0.1253487038191819,0.5621505245181109,0.24254179832207734,0.0,0.023062264924185893,Other_Faults,Other_Faults
0,0,0,1877,0.049393472091580924,0.0418139774152055,0.012539655605832076,0.8453306348799583,0.03844137285909355,0.0011994444444444446,0.01128144270388639,Other_Faults,Other_Faults
0,0,0,1352,0.07631374909862919,0.002610671936758893,0.15504848396013407,0.746977313888285,0.0,0.004381139773016202,0.014668641343176924,Other_Faults,Other_Faults
0,0,0,1788,0.18591346315963994,0.008366777577818995,0.08007131579066824,0.6181624562041296,0.09127887733167944,0.010169601831141743,0.006037508104921898,Other_Faults,Other_Faults
0,0,0,1325,0.037297632484402134,0.002072924289332958,0.03857470878099887,0.8959643947437084,0.006845499487649845,0.015079416798164526,0.004165423415743109,Other_Faults,Other_Faults
0,0,0,1401,0.5821076468210217,0.0058594412343529,0.0033420979789776165,0.3869709808980341,0.002127499691014708,0.0,0.01959233337659908,Bumps,Other_Faults
0,0,0,1912,0.06956480792222255,0.0006967418546365915,0.15402195563784232,0.5785059893910869,0.001051695616211745,0.007659420281338434,0.188499389296661,Other_Faults,Other_Faults
0,0,0,1844,0.020670178577304996,0.0029556210976508174,0.06921766737202342,0.8989443825721668,0.0044785303776683095,0.00360862000318522,0.000125,Other_Faults,Other_Faults
0,0,0,1603,0.023295952512053568,0.017513637194008034,0.0034522280681716817,0.4536755483828083,0.494470874379004,0.0,0.007591759463954624,Pastry,Other_Faults
0,0,0,1801,0.18618095175529684,0.0014067139312300603,0.00036498316498316497,0.7459463907992715,0.05181831218893573,0.0027274287596246766,0.011555219400660196,Other_Faults,Other_Faults
0,0,0,1737,0.05198300515790693,0.010519418414904416,0.015556100871659387,0.5467538647753738,0.3696953145296187,0.00021052631578947367,0.005281769934747828,Other_Faults,Other_Faults
0,0,0,1354,0.015078465895050538,0.000625,0.12412979143061476,0.8245761001948493,0.0069503380023888195,0.001001825802784882,0.02763847867431305,Other_Faults,Other_Faults
0,0,0,1851,0.01413618461244001,0.007404196596226317,0.011373518496591685,0.9542061755484411,0.00615751348748262,0.0027215051572468453,0.004000906101571063,Other_Faults,Other_Faults
0,0,0,1791,0.3226109163449648,0.005651581919534321,0.0,0.6383173154362022,0.005984654163052726,0.0029900057971526265,0.024445526339094224,Other_Faults,Other_Faults
0,0,0,1714,0.20890328823338733,0.058018650080095484,0.031591530239793726,0.4728624880503852,0.1682693069575247,0.00532633223234252,0.05502840420647122,Other_Faults,Other_Faults
0,0,0,1769,0.05528732940119072,0.0015246753246753247,0.011429931480424203,0.9072798508959865,0.0014195868945868946,0.012117013714576822,0.010941612288559876,Other_Faults,Other_Faults
0,0,0,1532,0.173691119589249,0.006900976776704656,0.01820615994705843,0.6891302206387929,0.09805457950896629,0.0010940043729090383,0.012922939166319406,Other_Faults,Other_Faults
0,0,0,1759,0.043718256498492425,0.007927368421052631,0.0004779411764705882,0.6276324535555443,0.0004698275862068966,0.00031529411764705885,0.3194588586445862,Other_Faults,Other_Faults
0,0,0,1355,0.09909030297501585,0.0021746265092824706,0.017924726134523283,0.8318507033650279,0.0017731849477737908,0.02301460017721739,0.024171855891160342,Other_Faults,Other_Faults
0,0,0,1740,0.033805004846742655,0.0008895502645502645,0.020271481395545996,0.932423232031629,0.008814503537349326,0.0023301612394444975,0.0014660666847384116,Other_Faults,Other_Faults
0,0,0,1604,0.2514449957817848,0.0004761904761904762,0.12953460232644282,0.5400148246264362,0.07792195955038426,0.0005204707170224412,8.695652173913043e-05,Other_Faults,Other_Faults
0,0,0,1481,0.01670808748384594,0.0015576228369331817,0.0035236488840216028,0.6065349696813258,0.36314126782471784,0.0,0.008534403289155109,Other_Faults,Other_Faults
0,0,0,1698,0.014866373452150737,0.015133290265894621,0.008490186425043903,0.9123118812085012,0.04639006584011526,7.407407407407407e-05,0.002734128734220267,Other_Faults,Other_Faults
0,0,0,1793,0.16219199100774792,0.017574010776538255,0.01310716563409597,0.42341023092800734,0.3041794985168894,0.004474416606340966,0.07506268653038055,Other_Faults,Other_Faults
0,0,0,1657,0.07618200329811933,0.0019541334751135915,0.12317989617959671,0.7560199520572853,0.019470916217863843,0.005305707145112609,0.017887391626909846,Other_Faults,Other_Faults
0,0,0,1620,0.26654280849778517,0.0044627700572745805,0.0008332573710763099,0.681470325733842,0.016391481865929522,0.0002974828375286041,0.03000187363656402,Other_Faults,Other_Faults
0,0,0,1273,0.24549173378057457,0.020532766478926663,0.00330942072849705,0.4429111529537503,0.2781932222713001,0.001096629307313244,0.008465074479638651,Other_Faults,Other_Faults
0,0,0,1569,0.7282571955606816,0.0043874703896509175,0.014443719479133843,0.23882273873045007,0.0030742980843733486,0.0,0.011014577755710827,Bumps,Other_Faults
0,0,0,1637,0.7352315667284376,0.01641698978078472,0.0067220385170385175,0.2192320634409838,0.020188966900849804,0.0,0.0022083746319040438,Bumps,Other_Faults
0,0,0,1351,0.17321837993622152,0.007395201448168195,0.022507149800884415,0.71933929563526,0.043460362171746175,0.0028993285433394325,0.031180282464380274,Other_Faults,Other_Faults
0,0,0,1450,0.22688733751265025,0.004207501945813968,0.0,0.6873962658558195,0.052853864544298794,0.008394284680976917,0.02026074546044029,Other_Faults,Other_Faults
0,0,0,1738,0.15583580726162433,0.06936494959188985,0.000125,0.745508310797426,0.007234718202061231,0.01866965925247069,0.003261554894528373,Other_Faults,Other_Faults
0,0,0,1766,0.12907806601616859,0.04237121425572136,0.2549343193731583,0.50021830515321,0.03675124202974954,0.0040496963981861,0.03259715677380732,Other_Faults,Other_Faults
0,0,0,1503,0.11740155280159839,0.01858334303459578,0.006342430892994124,0.5929257653913942,0.24143307719628737,0.001019154758285193,0.022294675924845037,Other_Faults,Other_Faults
0,0,0,1277,0.0,0.0,0.999625,0.000375,0.0,0.0,0.0,K_Scratch,Other_Faults
0,0,0,1594,0.11788692698939993,0.05791654992016943,0.06196895433640097,0.7411367112345499,0.019405553844659505,0.0010138751033912322,0.0006714285714285714,Other_Faults,Other_Faults
0,0,0,1492,0.014531831407733738,0.0018667312628263385,0.004872644866313598,0.9227594580251794,0.052804134920313744,0.0006305780933062881,0.0025346214243273067,Other_Faults,Other_Faults
0,0,0,1830,0.12727875840634442,0.00271764705882353,0.20304858891064437,0.6188349230245488,0.04147849766865991,0.006641584930977731,0.0,Other_Faults,Other_Faults
0,0,0,1658,0.12117348059741152,0.32866508980962156,0.0051311389395884,0.21747586169581715,0.32602905390635484,0.0007086956521739129,0.0008166793990323402,Dirtiness,Other_Faults
0,0,0,1646,0.14352504231841037,0.01141241526637182,0.03947783984378388,0.39971886018844904,0.3730739771016293,9.090909090909092e-05,0.03270095619044688,Other_Faults,Other_Faults
0,0,0,1607,0.8634785345320274,0.0029722025558982087,0.0013571694759775253,0.11208616762938337,0.014330210800306635,0.0,0.005775715006407605,Bumps,Other_Faults
0,0,0,1460,0.7152822092519567,0.0013837570346583628,0.011440077881870568,0.22128696645123666,0.030288360354150265,0.01863785673946052,0.0016807722866677259,Bumps,Other_Faults
0,0,0,1550,0.060492730277002645,0.033907730610835275,0.20154294577763526,0.6066067854064523,0.0035620367756228318,0.08681880177236655,0.007068969380085532,Other_Faults,Other_Faults
0,0,0,1711,0.05427570948860377,0.002312735625651227,0.045786512066105275,0.8627859071624558,0.01960056697233333,0.013662121748869995,0.0015764469359804047,Other_Faults,Other_Faults
0,0,0,1677,0.09100912853626907,0.04570988396352627,0.0025717924390599913,0.8102528321868177,0.04275883533452166,0.0017333588019494606,0.005964168737857217,Other_Faults,Other_Faults
0,0,0,1350,0.043041410538702154,6.666666666666667e-05,0.5897906869305986,0.33955188978244455,0.0015430103995621237,0.0,0.026006335682028238,K_Scratch,Other_Faults
0,0,0,1505,0.07854038971284345,0.036386375449701136,0.053150279169348336,0.711860838775765,0.09114187516976549,0.001019154758285193,0.02790108696429131,Other_Faults,Other_Faults
0,0,0,1518,0.11876085946541222,0.013910845631891981,0.027566490437959473,0.4167720380326037,0.4052846637001992,0.000255578093306288,0.01744952463862745,Other_Faults,Other_Faults
0,0,0,828,0.22438496377880152,0.1997364177540369,0.0020942316236839567,0.376720652353083,0.1850146134430495,0.0035,0.008549121047347267,Other_Faults,Dirtiness
0,0,0,840,0.04044011268093413,0.7486951385394467,6.896551724137931e-05,0.07892542703311878,0.1291807245743654,7.692307692307693e-05,0.0026127085779717365,Dirtiness,Dirtiness
0,0,0,813,0.08424735475678036,0.3075293232826359,0.003589191408846582,0.45408787608757717,0.1388135501967949,0.0,0.0117327042673655,Other_Faults,Dirtiness
0,0,0,827,0.24403169971875915,0.16001812161641413,0.010887621828250628,0.3676554797383517,0.20748309900226544,0.0007822222222222222,0.009141755873739025,Other_Faults,Dirtiness
0,0,0,860,0.04602418600621694,0.797538038715957,0.0013176638176638181,0.08169472451398938,0.06648819087389683,0.001541371482547953,0.005395824589729255,Dirtiness,Dirtiness
0,0,0,707,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,582,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,417,0.0015,0.0,0.994875,0.003625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,374,0.016339658121603942,0.0028201809860619927,0.7392183404601177,0.2200831555916507,0.006062784002489886,0.015122939661607415,0.00035294117647058826,K_Scratch,K_Scratch
0,0,0,460,0.0,0.0,0.986875,0.009708333333333333,0.002625,0.0,0.0007916666666666666,K_Scratch,K_Scratch
0,0,0,710,0.023426037287612212,0.0,0.9295766362406297,0.021838562760242056,0.0001,0.0,0.02505876371151512,K_Scratch,K_Scratch
0,0,0,467,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,657,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,704,0.0,0.0,0.9704539541160603,0.025634286999550147,0.0,0.0,0.003911758884390467,K_Scratch,K_Scratch
0,0,0,700,0.0,0.0,0.999375,0.000625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,668,0.0,0.0,0.99725,0.00275,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,351,0.000738095238095238,0.0,0.8922249293139127,0.09798075851677567,0.009056216931216932,0.0,0.0,K_Scratch,K_Scratch
0,0,0,373,0.008553325132548792,0.0,0.9042841100054309,0.08154439964409917,0.005618165217921838,0.0,0.0,K_Scratch,K_Scratch
0,0,0,726,0.0037105263157894736,0.0,0.967127321981424,0.02916215170278638,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,616,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,662,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,699,0.0,0.0,0.99975,0.00025,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,577,0.0,0.0,0.99925,0.00075,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,522,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,483,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,515,0.0,0.0,0.99375,0.00625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,564,0.0045,0.0,0.9905,0.00025,0.0,0.0,0.00475,K_Scratch,K_Scratch
0,0,0,549,0.000125,0.0,0.99925,0.000625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,352,0.09233157828564925,0.009979855702634462,0.23171630836649254,0.4820394427203401,0.15730577479211494,7.142857142857142e-05,0.026555611561339856,Other_Faults,K_Scratch
0,0,0,438,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,602,0.0,0.0,0.99975,0.00025,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,422,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,465,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,594,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,484,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,600,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,622,0.0,0.0,0.99975,0.00025,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,559,0.0036919565217391325,0.0,0.8663831275883769,0.12593315700549543,8e-05,0.0,0.003911758884390467,K_Scratch,K_Scratch
0,0,0,647,0.0,0.0,0.9995,0.0005,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,676,0.03363145926777279,0.0014640781440781443,0.6559417684113059,0.22581984424525195,0.009814118684048708,0.022954915065715287,0.050373816181826556,K_Scratch,K_Scratch
0,0,0,419,0.0,0.0,0.999375,0.000625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,567,0.04869112882105186,0.003972915653864765,0.3742136919267191,0.4867381962721403,0.007488939800868995,0.02156300768494773,0.057332119840407515,Other_Faults,K_Scratch
0,0,0,541,0.062499308952344935,0.0018867949939696494,0.07072200333841229,0.7226646866136404,0.00048000025961045446,0.018202864574243305,0.12354434126777875,Other_Faults,K_Scratch
0,0,0,420,0.02174158753599733,0.00027380952380952377,0.15073421727548428,0.6986926447255188,0.019484430559697986,0.003930057530517258,0.1051432528489746,Other_Faults,K_Scratch
0,0,0,469,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,95,0.46454559925459066,0.00912195448958021,0.0031823065694147955,0.22377897673709093,0.283024043543815,0.00960219834512405,0.006744921060384378,Bumps,Pastry
0,0,0,90,0.17674889424184997,0.025991124803587572,0.01610050569106166,0.24023565916017683,0.5193693659261815,0.0,0.02155445017714318,Pastry,Pastry
0,0,0,40,0.057180161929289784,0.005347935755864098,0.0015304979934797377,0.5724779418567839,0.3526616047931608,0.0,0.010801857671421595,Other_Faults,Pastry
0,0,0,149,0.12388506868402704,0.006195243690716349,0.02173622368269838,0.2044727448374097,0.6139704826942046,0.0005172595520421607,0.029222976858902284,Pastry,Pastry
0,0,0,89,0.18024996476085317,0.02608206095042485,0.04161532124005316,0.3099127881114796,0.4078732158705197,8.695652173913043e-05,0.03417969254493028,Pastry,Pastry
0,0,0,141,0.11109687900194437,0.01096853851449666,0.0036536676998671237,0.43778590676211226,0.41919978707810984,0.0002159090909090909,0.017079311852560817,Other_Faults,Pastry
0,0,0,52,0.13917711036666808,0.00457569492281926,0.0010912547874253864,0.5159187172122914,0.3370087744349337,0.0,0.002228448275862069,Other_Faults,Pastry
0,0,0,128,0.02862607635397064,0.008996946509523889,0.0029573006114719125,0.05281343416500888,0.9043185046348458,0.0,0.0022877377251787935,Pastry,Pastry
0,0,0,63,0.2963562251479065,0.00501164143342375,0.0,0.36056920472799,0.33499341075186423,0.0,0.003069517938816677,Other_Faults,Pastry
0,0,0,36,0.12350499988390766,0.03274758535522173,0.004762403218496262,0.5256847846408943,0.3102872626317087,0.001377309070857458,0.0016356551989129638,Other_Faults,Pastry
0,0,0,79,0.07372482746287519,0.034009542828296935,0.03324173825391051,0.21208974660477223,0.6114394323165352,0.0,0.03549471253361037,Pastry,Pastry
0,0,0,55,0.2992646868210517,0.02062303499270538,0.004030510759074899,0.26811690514284187,0.400213618881137,0.0,0.0077512434031890625,Pastry,Pastry
0,0,0,56,0.27118378949472943,0.2367861165921887,0.000867062263501892,0.4574800816097471,0.029279576698492085,0.002868939843803589,0.0015344334975369459,Other_Faults,Pastry
0,0,0,152,0.0592458167135856,0.000125,0.0,0.04179630332774042,0.2880619331889384,0.0,0.6107709467697343,Z_Scratch,Pastry
0,0,0,20,0.012624371294508661,0.003564851054833811,0.00044118381618381616,0.8115866744322031,0.16896821217966862,0.0,0.0028147072226019604,Other_Faults,Pastry
0,0,0,210,0.0010297619047619046,0.0,0.0,0.005838815596168537,0.0023928571428571428,0.0,0.9907385653562123,Z_Scratch,Z_Scratch
0,0,0,296,7.142857142857142e-05,0.0,0.0,0.00026785714285714287,0.00026785714285714287,0.0,0.9993928571428571,Z_Scratch,Z_Scratch
0,0,0,196,0.0002959090909090909,0.0,0.0,0.007610357280290867,0.000455366568914956,0.0,0.9916383670598851,Z_Scratch,Z_Scratch
0,0,0,175,0.007536715775264171,0.0,0.0,0.031141258984532176,0.0002695161290322581,0.0,0.9610525091111707,Z_Scratch,Z_Scratch
0,0,0,307,0.012738047747834765,0.0,0.0,0.5694649617506976,0.0015236078702503385,0.0,0.4162733826312172,Other_Faults,Z_Scratch
0,0,0,171,0.00649791979949875,0.0,0.0,0.014441997414350354,0.034157067669172925,0.0,0.9449030151169783,Z_Scratch,Z_Scratch
0,0,0,215,0.011617055584015958,0.0,0.00036432637571157496,0.022445255180027754,0.000625,0.00035023041474654374,0.964598132445498,Z_Scratch,Z_Scratch
0,0,0,341,0.15212660401469136,0.030137129259601526,0.014707256992938705,0.4672825987906222,0.18658682498449217,0.00297543051272403,0.1461841554449293,Other_Faults,Z_Scratch
0,0,0,264,0.0,0.0,0.0,0.000375,0.00075,0.0,0.998875,Z_Scratch,Z_Scratch
0,0,0,222,0.00031547619047619046,0.0001,0.0,0.0015657142857142857,0.0001,0.0,0.9979188095238096,Z_Scratch,Z_Scratch
0,0,0,277,0.00726623958478798,0.0,0.0,0.022825544698817896,0.001019516129032258,0.0,0.9688886995873612,Z_Scratch,Z_Scratch
0,0,0,272,0.0006379310344827587,0.0,0.0,0.001876212867592178,0.0004698275862068966,0.0,0.9970160285117181,Z_Scratch,Z_Scratch
0,0,0,221,0.058539014987047056,0.0,0.0,0.04149443182682916,0.2900151372406023,0.0,0.6099514159455198,Z_Scratch,Z_Scratch
0,0,0,338,0.12857140179861154,0.01030703234335227,0.01740341596573194,0.5828473222427757,0.17889593154206906,0.004683469425031978,0.07729142668242787,Other_Faults,Z_Scratch
0,0,0,162,0.009033553904455245,0.0,0.0,0.035459694436914505,0.000455366568914956,0.0,0.9550513850897147,Z_Scratch,Z_Scratch
0,0,0,199,0.09064638723253929,0.0,0.00023529411764705883,0.14457469748032808,0.04846593802842632,0.0009989495798319327,0.715078733561228,Z_Scratch,Z_Scratch
0,0,0,192,0.08119007636676825,0.0010143884151114408,0.0,0.14203099210826814,0.018726306466779214,0.0,0.7570382366430739,Z_Scratch,Z_Scratch
0,0,0,176,0.0013048677248677248,0.000125,0.0,0.010321281400797529,0.0024580346475507765,0.0,0.9857908162267839,Z_Scratch,Z_Scratch
0,0,0,265,0.0003998357963875205,0.0,0.0,0.0014715079234135496,0.0008886872353297035,0.0,0.9972399690448692,Z_Scratch,Z_Scratch
0,0,0,759,0.061047103051747015,0.0,0.009887273330384777,0.2330709310039807,0.0,0.695994692613887,0.0,Stains,Stains
0,0,0,760,0.06399447147279967,0.0,0.015532010172490049,0.24029538920831514,0.0,0.6801781291463944,0.0,Stains,Stains
0,0,0,764,0.06439261962094783,0.0,0.015430158320638198,0.24237409291201886,0.0,0.6778031291463944,0.0,Stains,Stains
0,0,0,741,0.7855259744785055,0.011063212001718042,0.004658445855632142,0.14634157971724307,0.029320424915624248,0.020241729431351538,0.002848633599927522,Bumps,Stains
0,0,0,766,0.051375,0.0,0.001,0.20875,0.0,0.738875,0.0,Stains,Stains
0,0,0,799,0.010047103051747011,0.0,0.06888727333038479,0.027828283945157007,0.0,0.8927373396727103,0.0005,Stains,Stains
0,0,0,752,0.0031973684210526297,0.0,0.038769736842105246,0.009592105263157895,0.00025,0.948190789473684,0.0,Stains,Stains
0,0,0,749,0.00025,0.0,0.01625,0.0008676470588235294,0.00025,0.9823823529411765,0.0,Stains,Stains
0,1,0,871,0.01992237227767822,0.0018207190526636455,0.010706907360988706,0.9206412243778196,0.04480757235537463,0.0002490842490842491,0.001852120326391426,Other_Faults,Bumps
0,1,0,1252,0.49264966405023125,0.0010633862433862434,0.03155519895036623,0.4301382313454768,0.039677140031117705,0.002744698691813047,0.002171680687608807,Bumps,Bumps
0,1,0,1213,0.9662805888757697,0.0020629201577477435,0.000625,0.02973830532718662,0.000541439205955335,0.0,0.0007517464333403612,Bumps,Bumps
0,1,0,912,0.9235032337256871,0.0012054419008982902,0.000125,0.042553775035755775,0.03250728617976465,0.0,0.00010526315789473683,Bumps,Bumps
0,1,0,1100,0.08422145595213085,0.019014249077653953,0.06029218700020605,0.6946755162232695,0.13670999330777853,0.0010813492063492063,0.004005249232612487,Other_Faults,Bumps
0,1,0,1081,0.08575520926058808,0.02231232642023524,0.007765996776259803,0.5804465312920672,0.26467429210603804,0.0,0.039045644144812326,Other_Faults,Bumps
0,1,0,1151,0.6958066469975772,0.010004273731765273,0.007966759448622645,0.23426491300682248,0.034701297595274704,0.0,0.017256109219938313,Bumps,Bumps
0,1,0,885,0.17862120923481759,0.036970771816666886,0.13272322017269245,0.6069356725131237,0.025695017133103806,0.002083859649122807,0.01697024948047285,Other_Faults,Bumps
0,1,0,1044,0.42781557842113455,0.005858146763000537,0.0002608695652173913,0.5405366388210824,0.022417719307370937,0.0,0.0031110471221935626,Other_Faults,Bumps
0,1,0,1014,0.3602924428142611,0.0006715818281335523,0.0,0.5300892515959538,0.021744909782821852,0.0016621496842464578,0.08553966429458441,Other_Faults,Bumps
0,1,0,1154,0.250710168311809,0.009411230793080073,0.00043216318785578746,0.6572505119621658,0.07393375980892457,0.007677807034669552,0.0005843589014944513,Other_Faults,Bumps
0,1,0,908,0.9365035130493674,0.0012959180913744808,0.000291005291005291,0.03626725839950973,0.025285162311600405,0.0,0.00035714285714285714,Bumps,Bumps
0,1,0,1079,0.4559640704202727,0.030534024854701542,0.04330653603113718,0.3808637144781023,0.022302299556087993,0.06684027902944484,0.00018907563025210084,Bumps,Bumps
0,1,0,955,0.6911025904785603,0.029156959958798016,0.0,0.26161648741373805,0.017711985296452237,0.0,0.0004119768524520608,Bumps,Bumps
0,1,0,982,0.4237591731940467,0.06993484762612867,0.012008279903886303,0.4391536291014878,0.023491769023407553,0.027963856207611423,0.0036884449434294634,Other_Faults,Bumps
0,1,0,1236,0.42703815795177846,0.00031407407407407404,7.407407407407407e-05,0.4930923566827017,0.0036556834327934077,0.0040625411039722425,0.07176311268060455,Other_Faults,Bumps
0,1,0,918,0.6771301030798728,0.005981401559849576,0.0010150173821650902,0.15992901708961693,0.1540107347912029,0.0002426470588235294,0.0016910790384698554,Bumps,Bumps
0,1,0,1028,0.7837060889035128,0.01431709139498356,0.0023593455575418587,0.1887527330984814,0.008842888460109664,0.0,0.0020218525853707846,Bumps,Bumps
0,1,0,1036,0.4791638106655058,0.023268434858253667,0.00029329734592892486,0.4485880953029967,0.0463058973540809,0.0,0.0023804644732333515,Bumps,Bumps
0,1,0,1118,0.34686033353472057,0.027307449542484253,0.012371596552941283,0.41250801463201336,0.07490602736421204,0.01252854348996178,0.11351803488366748,Other_Faults,Bumps
0,1,0,971,0.2736288843615184,0.3396716200690511,0.02547249967802397,0.22722631384507166,0.1173652933061059,0.0007535998457353956,0.015881788894494875,Dirtiness,Bumps
0,1,0,1057,0.5321816971163924,0.0025619176324199445,0.0,0.43093684908001745,0.02578015390824821,0.0,0.008539382262921535,Bumps,Bumps
0,1,0,973,0.4832079409486598,0.02865430117814232,0.024757873392391994,0.3977619428763902,0.028639881828754758,0.03386041787658561,0.0031176418990728648,Bumps,Bumps
0,1,0,1127,0.07830443375326741,0.02939169965725508,0.005788367364680496,0.8650043310201361,0.0016214301273833349,0.006978896211924523,0.0129108418653537,Other_Faults,Bumps
0,1,0,1227,0.9402660155895466,0.004523368103631261,0.00075,0.05214862836335579,0.0010398183058790574,0.0,0.0012721696375870947,Bumps,Bumps
0,1,0,1267,0.44114664425013006,7.407407407407407e-05,0.0,0.49639526405395173,0.021418747829715378,0.0003855042016806722,0.04057976559044669,Other_Faults,Bumps
0,1,0,879,0.25444531869209347,0.00404063657721153,0.047015803938783886,0.6120560373494116,0.07392693730263065,0.008515266139870473,0.0,Other_Faults,Bumps
0,1,0,930,0.8771631152107666,0.003997757580485774,0.0008413742690058479,0.08896009514858681,0.02477381423030006,0.0,0.004263843560855271,Bumps,Bumps
0,1,0,1063,0.4193964158498647,0.001395490695512459,0.0002608695652173913,0.5245653867891797,0.046075797884479575,0.0,0.008306039215745345,Other_Faults,Bumps
0,1,0,963,0.5213966382622567,0.001091054058189608,0.000125,0.4353108611925613,0.04035755781437862,0.0,0.0017188886726138216,Bumps,Bumps
0,1,0,951,0.24920420038700297,0.00014039408866995073,0.02223812548499128,0.6676253576100649,0.057676793957337213,0.0,0.0031151284719337455,Other_Faults,Bumps
0,1,0,924,0.9180967895377211,0.001954388944800513,0.0,0.02849198405312474,0.05089120896374098,0.0,0.0005656285006130207,Bumps,Bumps
0,1,0,945,0.9133260820643628,0.0019654452816278796,0.0,0.02302506548984221,0.06137571485647573,0.0,0.0003076923076923077,Bumps,Bumps
0,1,0,1115,0.27857047082343633,0.014373388543582034,0.043263584872964556,0.5790850271706909,0.024207970009298425,0.004620227150985407,0.0558793314290425,Other_Faults,Bumps
0,1,0,910,0.8874901256123346,0.0011795159749723642,0.0,0.04051527502335684,0.07081508338933605,0.0,0.0,Bumps,Bumps
0,1,0,892,0.24267802195430058,0.009584939685847657,0.0001697792869269949,0.3321702813941279,0.4114512915202054,0.0,0.003945686158591548,Pastry,Bumps
0,1,0,938,0.6798368622214077,0.002870187264128245,0.0,0.12877534283598563,0.18767277957629863,0.0,0.0008448281021810433,Bumps,Bumps
0,1,0,972,0.36851715906102184,0.029776508575943758,0.04307673224896833,0.48815587079161643,0.03369653072813939,0.03421326231914895,0.0025639362751585116,Other_Faults,Bumps
0,1,0,1145,0.8051234480549029,0.002255460621250095,0.021511298891559238,0.16722592171645662,0.003778607557936582,0.0,0.00010526315789473683,Bumps,Bumps
0,1,0,1140,0.8360442138955271,0.005769967517700788,0.002658945399000257,0.15447382608274599,0.00105304710502651,0.0,0.0,Bumps,Bumps
0,1,0,893,0.8270508322165963,0.012128618636621201,0.0,0.07923152848179119,0.08158902066499234,0.0,0.0,Bumps,Bumps
0,1,0,1507,0.09111042663148805,0.03117654368931309,0.012377889977276771,0.7909179098148187,0.02878283358608391,0.0005575447570332481,0.04507685154398634,Other_Faults,Other_Faults
0,1,0,1424,0.5912764438368426,0.000125,0.0032340458062339395,0.38605809656437823,0.0005120731937370308,0.00026877470355731223,0.01852556589525112,Bumps,Other_Faults
0,1,0,1785,0.023856650985597718,0.0017438924070060113,0.013167898042011145,0.947645901279546,0.0020522840730172543,0.006739813695632381,0.0047935595171900705,Other_Faults,Other_Faults
0,1,0,1389,0.1687543503204619,0.011148570087319079,0.05958375406881367,0.7294292181364113,0.0061726143151202536,0.011951214600463249,0.012960278471409941,Other_Faults,Other_Faults
0,1,0,1316,0.29294066631256765,0.0023371369711545215,0.14807754555867642,0.5145189693207947,0.03618457793690737,0.00411917401818763,0.00182192988171249,Other_Faults,Other_Faults
0,1,0,1727,0.25013641417167903,0.0009506602254428341,0.11592569768723107,0.5931605999829528,0.035101076794992615,0.0029455704103679824,0.0017799807273336684,Other_Faults,Other_Faults
0,1,0,1412,0.22126498298998665,0.0016776069903351844,0.0007720170874406574,0.73426402229636,0.016416206331280193,0.0020813003866730225,0.023523863917924586,Other_Faults,Other_Faults
0,1,0,1396,0.03487247318025201,0.051099723241682465,0.04296246798206022,0.5769770884089247,0.2890315488647533,8.695652173913043e-05,0.004969741800588027,Other_Faults,Other_Faults
0,1,0,1630,0.4997887787799451,0.023783547561642228,0.0015829809987261822,0.39450962329851985,0.07633625052759624,0.0014402495952409323,0.002558569238328477,Bumps,Other_Faults
0,1,0,1789,0.40439004430251635,0.007415229885057471,0.0,0.3721057708797228,0.15601865431125284,0.0009023376623376624,0.059167962959111614,Bumps,Other_Faults
0,1,0,1444,0.5139352686162775,0.0002426470588235294,0.004983643579394888,0.4503610829143544,0.0036218866437160912,0.0,0.026855471187434136,Bumps,Other_Faults
0,1,0,1506,0.1242750113350945,0.01833486730294979,0.006315770213008802,0.7912902721102674,0.019374773695513683,0.000803921568627451,0.03960538377453861,Other_Faults,Other_Faults
0,1,0,1796,0.08511804395531584,0.032398275468832276,0.052099190044131986,0.7371377853714381,0.0030773389415540823,0.07097647456334404,0.019192891655382738,Other_Faults,Other_Faults
0,1,0,1838,0.0398209107417676,0.016303473930933874,0.08127770475701901,0.8500412796614955,0.003828777286914277,0.0007205882352941176,0.008007265386576555,Other_Faults,Other_Faults
0,1,0,1854,0.014500227731994964,0.0423845796387749,0.0005,0.9275380550483191,0.011562413535086741,0.0017051026479429558,0.0018096213978817807,Other_Faults,Other_Faults
0,1,0,1649,0.3820763543261751,0.06183201039522809,0.0017565412186379926,0.4583563004204194,0.05070789082140757,0.04033957800009601,0.004931324818034421,Other_Faults,Other_Faults
0,1,0,1814,0.2488530294769435,0.0043362125754866235,0.0004692028985507246,0.6460673391251999,0.08705048445685375,0.005772806761182988,0.007450924705781347,Other_Faults,Other_Faults
0,1,0,1408,0.3513116875921636,0.0010310292910750576,0.0,0.630375138104106,0.01466419569659692,0.0,0.0026179493160579633,Other_Faults,Other_Faults
0,1,0,1700,0.02331207066954005,0.020775605679172304,0.017108207080360774,0.8950361709018024,0.038061388989104473,0.0,0.0057065566800196775,Other_Faults,Other_Faults
0,1,0,1862,0.04531613616651439,0.012815469019994854,0.0,0.8814417575645974,0.057159148914741637,0.0004556989247311828,0.0028117894094209883,Other_Faults,Other_Faults
0,1,0,1334,0.05670604464668334,0.0055819655957227085,0.008986098598683736,0.9108914544521886,0.007160872818937334,0.007041289916409083,0.0036322739713734466,Other_Faults,Other_Faults
0,1,0,1390,0.01925546794390329,0.0,0.5903603377791271,0.38435934955647394,0.00018219461697722565,0.0,0.005842650103519667,K_Scratch,Other_Faults
0,1,0,1645,0.06712777922751856,0.4344880824744867,0.013460028231582282,0.30552776925042696,0.17575375366845492,0.0011578947368421054,0.0024846924106886156,Dirtiness,Other_Faults
0,1,0,1774,0.0525609120772022,0.0006540939452704159,0.01908815209474625,0.8976116229682731,0.0013140909967225757,0.010125282745903057,0.01864584517188285,Other_Faults,Other_Faults
0,1,0,1666,0.41265258889217293,0.027537946127946127,0.00022792022792022794,0.4967749751850832,0.004904222508097187,0.004475370940138069,0.05342697611864073,Other_Faults,Other_Faults
0,1,0,1556,0.1320504292650927,0.00422632203545247,0.2026185162347626,0.6118319511245657,0.016586940495405555,0.023171854114299978,0.009513986730421016,Other_Faults,Other_Faults
0,1,0,1268,0.36093421836898154,0.0026816716247662535,0.1400463315450712,0.46474314037772135,0.026996850294818246,0.004060238381527536,0.0005375494071146245,Other_Faults,Other_Faults
0,1,0,1729,0.004348835436228803,0.007575467982228147,0.03854364071285294,0.9301345752320073,0.002686856798131619,0.0005296442687747036,0.01618097956977566,Other_Faults,Other_Faults
0,1,0,1913,0.06853030566107549,0.004858250526646764,0.03519460389946481,0.8097716893750712,0.002877242936275194,0.0507467650554757,0.028021142545990883,Other_Faults,Other_Faults
0,1,0,1671,0.41539250053415255,7.407407407407407e-05,0.000125,0.5289337637711384,0.008216466472900764,0.0004302631578947368,0.04682793198983802,Other_Faults,Other_Faults
0,1,0,1628,0.6961646276829748,0.03228006953871382,0.0,0.2476848933944799,0.022098773091409167,0.0,0.0017716362924229574,Bumps,Other_Faults
0,1,0,1605,0.5213459295388624,7.692307692307693e-05,0.0061934321018557,0.4463054030543739,0.0036341799877054044,0.0,0.02244413224027967,Bumps,Other_Faults
0,1,0,1923,0.062453607204473134,0.004252853450598959,0.05957842214490084,0.8463673544342283,0.004980898867173688,0.0016410165598806574,0.020725847338745277,Other_Faults,Other_Faults
0,1,0,1311,0.0972884983536627,0.01843163072964375,0.0038482499453251946,0.20125420498804558,0.6790865068924143,0.0,9.090909090909092e-05,Pastry,Other_Faults
0,1,0,1675,0.27206867238830806,0.00033985411140583557,0.0,0.6648602565467672,0.031209448247594297,0.008190838661722127,0.023330930044202208,Other_Faults,Other_Faults
0,1,0,1293,0.025022288174770098,0.007931926943026017,0.005772021002326604,0.6317056405398256,0.3277549122204339,0.0,0.0018132111196182382,Other_Faults,Other_Faults
0,1,0,1799,0.40542835831202845,9.523809523809523e-05,0.0,0.5329344097602224,0.013609085581490713,0.0008518518518518518,0.04708105639916783,Other_Faults,Other_Faults
0,1,0,1479,0.00438258475303393,0.012395941437506903,0.007152201097050943,0.8911256446869813,0.07364915087533554,8.695652173913043e-05,0.011207520628352044,Other_Faults,Other_Faults
0,1,0,1704,0.009816384179728204,0.034248370350795664,0.02347638660965707,0.9185390355573809,0.01119072392355651,0.0,0.002729099378881988,Other_Faults,Other_Faults
0,1,0,1653,0.14262931115056474,0.02152200326773045,0.04668799932525116,0.6205858764098275,0.13357397065989007,0.008080670470355005,0.026920168716380477,Other_Faults,Other_Faults
0,1,0,1559,0.5969048372760305,0.024355211410036947,0.0005935897435897434,0.3272502910884763,0.04499481599968455,0.0009827904279991566,0.004918464054181773,Bumps,Other_Faults
0,1,0,1606,0.6923384890349986,0.0045748328711517385,0.0,0.12005788383089964,0.1824479538071109,0.0,0.0005808404558404559,Bumps,Other_Faults
0,1,0,1367,0.03691741611756217,0.0370714200985101,0.0004769565217391304,0.8960654775476948,0.019053887991143235,0.007019135564818296,0.003395706158531759,Other_Faults,Other_Faults
0,1,0,1388,0.08184361486638068,0.01127770010790833,0.011586781059338316,0.8489251331779709,0.0012847249823056274,0.0171700738411579,0.027911971964937304,Other_Faults,Other_Faults
0,1,0,1935,0.10351878097955453,0.0026379921527747625,0.08882410738905215,0.7695014574502318,0.014400839357859189,0.0069419654438534276,0.014174857226674609,Other_Faults,Other_Faults
0,1,0,1537,0.039272882468020874,0.05483779414491136,8.695652173913043e-05,0.8844397074790122,0.01473462034881833,0.004321315541382142,0.0023067234961162996,Other_Faults,Other_Faults
0,1,0,1794,0.40881960502846665,0.012370825067817236,0.00018333333333333334,0.3487409088059255,0.2272189040743513,0.0006119744990652278,0.0020544491910413406,Bumps,Other_Faults
0,1,0,1295,0.09245637330907157,0.0007373737373737373,0.03365687325610321,0.7507548022486031,0.1215431764826664,0.0004444444444444444,0.00040695652173913045,Other_Faults,Other_Faults
0,1,0,1387,0.10399631647112186,0.0006515849741656192,0.05592534451083518,0.8158404676252996,0.0016160788136594588,0.011778112261251156,0.010192095343665221,Other_Faults,Other_Faults
0,1,0,1485,0.02180006833926486,0.018849002848154994,0.0067653577551509,0.7947746369036098,0.1568118071696938,0.0,0.000999126984126984,Other_Faults,Other_Faults
0,1,0,1874,0.22326478131477343,0.20587194927463248,0.0006666666666666666,0.525455536840584,0.03763009964443859,0.00024333333333333336,0.006867632925571406,Other_Faults,Other_Faults
0,1,0,1523,0.06230111105199274,0.05626786261282624,0.027951195341379062,0.8109638786583965,0.03566197687883175,0.0007082043343653251,0.006145771122208732,Other_Faults,Other_Faults
0,1,0,1812,0.08369431328360821,0.008056188510614402,0.04144694975112826,0.7917152096125295,0.0010913318114293053,0.04147903959790196,0.032516967432789194,Other_Faults,Other_Faults
0,1,0,1888,0.1800859047359311,0.0009797272444331268,0.0009539798492887738,0.582045021914289,0.23194271826097634,0.002440845973198914,0.001551802021883158,Other_Faults,Other_Faults
0,1,0,1608,0.48725138514255495,7.142857142857142e-05,0.0,0.4690417539427721,0.04307712249893026,0.0,0.0005583098443139012,Bumps,Other_Faults
0,1,0,1423,0.6987868491148705,0.007490555627485029,0.001016210277214334,0.2670532860448293,0.0018938192254830625,0.0002629310344827586,0.02349634867563524,Bumps,Other_Faults
0,1,0,1755,0.017007140228525425,0.0,0.0,0.5404523758222457,0.03232247161898278,0.0,0.4102180123302461,Other_Faults,Other_Faults
0,1,0,1418,0.07299840581160143,0.0002,0.0,0.051784658634097154,0.004890683262552331,0.0,0.8701262522917483,Z_Scratch,Other_Faults
0,1,0,1308,0.21438191130931053,0.010902703456098584,6.451612903225807e-05,0.45130978202750777,0.3221476422619977,0.0,0.0011934448160535118,Other_Faults,Other_Faults
0,1,0,1561,0.14205728196377815,0.009578425180043485,0.10247750544086759,0.6977813993499425,0.01913745692436906,0.0012528464504081203,0.027715084690591255,Other_Faults,Other_Faults
0,1,0,1517,0.0953120548596809,0.00859150910524906,0.0002361111111111111,0.5815672618404982,0.3139121107025083,0.0,0.0003809523809523809,Other_Faults,Other_Faults
0,1,0,1797,0.3695967355398338,0.00020050125313283206,0.0,0.5771310296142259,0.00472571992868234,0.0008518518518518518,0.04749416181227324,Other_Faults,Other_Faults
0,1,0,1282,0.45205211905078846,0.0016523899771725859,0.03543948796662787,0.47566494809691723,0.03271366444880958,0.00018007662835249042,0.0022973138313313814,Other_Faults,Other_Faults
0,1,0,1674,0.09795984438114173,0.04946602730982284,0.052957447709989454,0.3435963572480653,0.45255281613209486,0.0015217092505018202,0.001945797968383734,Pastry,Other_Faults
0,1,0,1680,0.283394686789666,0.0011981481481481483,0.0,0.4597099654636121,0.0034131402787796646,0.0,0.25228405931979464,Other_Faults,Other_Faults
0,1,0,1903,0.04672294454243367,0.0069704112554112565,0.0,0.9332163457397662,0.004299811323867053,0.006776927828643558,0.002013559309878163,Other_Faults,Other_Faults
0,1,0,1409,0.4747208574771512,0.0012764776821677318,0.0,0.4818809829434667,0.04069336720693684,0.0,0.0014283146902778262,Other_Faults,Other_Faults
0,1,0,829,0.08818098501813254,0.16475087583238612,0.03148287322631806,0.6008682730415751,0.03020812209519654,0.043727368138149834,0.04078150264824118,Other_Faults,Dirtiness
0,1,0,814,0.12266281934579307,0.2578547681517524,0.005581769651833568,0.4514294047491741,0.11223548782199458,0.00017407407407407408,0.050061676205378595,Other_Faults,Dirtiness
0,1,0,856,0.024692296410189562,0.8781817621087754,0.0004133333333333333,0.05158551156869362,0.04381346767917564,0.0,0.0013136288998357966,Dirtiness,Dirtiness
0,1,0,862,0.0705316672073314,0.7642581698823552,0.0,0.08379813805874832,0.08032111576065916,0.001,9.090909090909092e-05,Dirtiness,Dirtiness
0,1,0,861,0.046081947725335574,0.8288583350117178,0.0,0.07173836292113155,0.05183785265831664,0.0010666666666666667,0.0004168350168350168,Dirtiness,Dirtiness
0,1,0,721,0.029200851708204634,0.0,0.9485819686849096,0.019155468170174043,9.523809523809523e-05,0.0,0.002966473341473343,K_Scratch,K_Scratch
0,1,0,607,0.0,0.0,0.983375,0.016625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,572,0.028275679348145413,0.0018608122839165208,0.46625565905938815,0.3317086330991557,0.005948765213281344,0.012284789622274686,0.153665661373838,K_Scratch,K_Scratch
0,1,0,530,0.008269576842594738,0.0,0.8288182401287285,0.1557380216118074,8.695652173913043e-05,0.0,0.007087204895133283,K_Scratch,K_Scratch
0,1,0,562,0.0,0.0,0.99925,0.00075,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,655,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,692,0.0005416666666666666,0.0,0.9738605669914058,0.02559776634192658,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,490,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,403,0.02118565571279077,0.0,0.7481772353036877,0.2260577188084829,8.695652173913043e-05,0.0,0.0044924336533032185,K_Scratch,K_Scratch
0,1,0,705,0.000125,0.0,0.9474418863168566,0.04534590878800983,0.0,0.0,0.007087204895133283,K_Scratch,K_Scratch
0,1,0,446,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,555,0.0018240740740740737,0.0,0.986402777777778,0.011699074074074077,0.0,0.0,7.407407407407407e-05,K_Scratch,K_Scratch
0,1,0,610,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,658,0.0,0.0,0.9905,0.0095,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,601,0.0,0.0,0.99325,0.00675,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,406,0.00375,0.0,0.97325,0.017875,0.004125,0.0,0.001,K_Scratch,K_Scratch
0,1,0,719,0.022501777634130568,0.0,0.955771098582326,0.018739486420905307,9.523809523809523e-05,0.0,0.0028923992673992693,K_Scratch,K_Scratch
0,1,0,731,0.02619475076580339,0.0,0.960650689223058,0.01298524784182679,9.523809523809523e-05,0.0,7.407407407407407e-05,K_Scratch,K_Scratch
0,1,0,569,0.0,0.0,0.9922272727272727,0.007772727272727272,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,523,0.07804816421173848,0.0,0.7531563159764858,0.138357790252805,0.004751936236066672,0.0,0.025685793322903265,K_Scratch,K_Scratch
0,1,0,506,0.008072866344605486,0.0,0.9814814325529546,0.00980218258392172,0.000125,0.0,0.0005185185185185185,K_Scratch,K_Scratch
0,1,0,639,0.0,0.0,0.996625,0.003375,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,663,0.0,0.0,0.9929500698201006,0.007049930179899222,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,462,0.003822866344605473,0.0,0.9810857487922711,0.011822866344605486,0.00175,0.0,0.0015185185185185182,K_Scratch,K_Scratch
0,1,0,702,0.00041666666666666664,0.0,0.9738605669914058,0.025722766341926568,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,625,0.0,0.0,0.996625,0.003375,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,722,0.02275177763413057,0.0,0.9548400640995673,0.019420520903663932,9.523809523809523e-05,0.0,0.0028923992673992693,K_Scratch,K_Scratch
0,1,0,634,0.0,0.0,0.989375,0.010625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,408,0.018685655712790766,0.0,0.7526992941272171,0.22391801292612992,8.695652173913043e-05,0.0,0.004610080712126748,K_Scratch,K_Scratch
0,1,0,443,0.012572866344605487,0.0,0.976710748792271,0.010072866344605485,0.000125,0.0,0.0005185185185185185,K_Scratch,K_Scratch
0,1,0,683,0.0005416666666666666,0.0,0.9764149530508228,0.023043380282509532,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,493,0.006,0.0,0.993875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,501,0.008019576842594738,0.0,0.8281932401287284,0.15661302161180743,8.695652173913043e-05,0.0,0.007087204895133283,K_Scratch,K_Scratch
0,1,0,671,0.0006666666666666666,0.0,0.9911311843711842,0.008202148962148964,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,450,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,495,0.0005185185185185185,0.0,0.9984444444444447,0.0005185185185185185,0.0,0.0,0.0005185185185185185,K_Scratch,K_Scratch
0,1,0,519,0.000125,0.0,0.9922145692095998,0.007660430790399833,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,496,0.003822866344605473,0.0,0.991210748792271,0.004322866344605474,0.000125,0.0,0.0005185185185185185,K_Scratch,K_Scratch
0,1,0,520,0.00041666666666666664,0.0,0.9923395692095999,0.007243764123733167,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,109,0.3922125390925467,0.05941533992310237,0.014935277274737138,0.47129240547712464,0.03387216412549983,0.026155719190169385,0.0021165549168180747,Other_Faults,Pastry
0,1,0,45,0.27124369757576305,0.011586259921626095,0.001071475625823452,0.36559465616019543,0.3475538430028372,0.0,0.0029500677137549876,Other_Faults,Pastry
0,1,0,44,0.28808655195714716,0.008411130162038134,0.00023859649122807017,0.3163235679430483,0.3848591498276297,0.0,0.002081003618909008,Pastry,Pastry
0,1,0,15,0.05635638654218934,0.0348986114106957,0.022998220426112298,0.39746514332662936,0.4817904186313848,0.0,0.00649121966298908,Pastry,Pastry
0,1,0,139,0.05133059218894378,0.010354131400462279,0.005926645703088308,0.47431611237767657,0.4503514048379909,0.00037647265077138853,0.007344640841066932,Other_Faults,Pastry
0,1,0,23,0.04916326788922203,0.006505876709367123,0.004690908868338003,0.43599008350899826,0.4977703389466569,0.0,0.005879524077416969,Pastry,Pastry
0,1,0,144,0.6513041097901499,0.03171668613295097,0.004885198014450468,0.25751784470248945,0.014846477248405128,0.03931570738779368,0.0004139767237593324,Bumps,Pastry
0,1,0,41,0.1638932129376791,0.03259499019436077,0.009215060238774327,0.24267219260729095,0.5477410662483411,8.695652173913043e-05,0.003796521251814696,Pastry,Pastry
0,1,0,87,0.12255098286808422,0.008436891998718459,0.010279293106407397,0.11489053670110945,0.7415444896830469,0.0,0.0022978056426332287,Pastry,Pastry
0,1,0,83,0.06903761423188995,0.0393790180757102,0.0695222591278269,0.4386578957205675,0.3632530949171744,0.0,0.020150117926831787,Other_Faults,Pastry
0,1,0,11,0.11011255374759596,0.04007829684329183,0.02178193182807958,0.6988591236590148,0.08980409549728066,0.00010526315789473683,0.03925873526684201,Other_Faults,Pastry
0,1,0,122,0.012985271501242497,0.006209821159150987,0.0014070066470524135,0.09091078758948976,0.8873979635988685,0.0,0.0010891495041952708,Pastry,Pastry
0,1,0,77,0.3323414177927616,0.001450684380032206,6.451612903225807e-05,0.25484261248610474,0.13255808315005624,0.0,0.27874268606201247,Bumps,Pastry
0,1,0,35,0.09385802372442455,0.4601916009724678,0.004535818517942083,0.14071960105437642,0.299537060993947,0.0011578947368421054,0.0,Dirtiness,Pastry
0,1,0,13,0.08476008660902674,0.026055517326411773,0.002093250522186402,0.3043120812777721,0.5811005541781984,0.0,0.0016785100864048232,Pastry,Pastry
0,1,0,112,0.0114455445632605,0.006052787948398753,0.0015256038647342993,0.11450179504394443,0.8662637422638718,0.0,0.00021052631578947367,Pastry,Pastry
0,1,0,321,0.0005206989247311829,0.0,0.0,0.14868505863707396,0.0001,0.0,0.8506942424381958,Z_Scratch,Z_Scratch
0,1,0,303,0.007683176052317366,0.0,0.0,0.003259761051373954,0.023206358118594683,0.0,0.9658507047777142,Z_Scratch,Z_Scratch
0,1,0,217,0.004955875276647392,0.0001111111111111111,0.005809761904761904,0.06337723993745424,0.014785548654244314,0.0,0.910960463115782,Z_Scratch,Z_Scratch
0,1,0,337,0.05958004121233671,0.0017397261291784616,0.20085676258905275,0.5761303218274039,0.0013754096780412568,0.024314772903793146,0.13600296566019388,Other_Faults,Z_Scratch
0,1,0,228,0.004798614913260982,0.0,0.0,0.00834180611318593,0.00033552631578947367,0.0,0.9865240526577636,Z_Scratch,Z_Scratch
0,1,0,249,0.46221580555773806,0.007901617636403555,0.0018608581115756567,0.4673226264406522,0.00656714921417988,0.0,0.054131943039450625,Other_Faults,Z_Scratch
0,1,0,184,0.03838464397873599,0.0,0.8781399396994027,0.06179926044070547,0.0077752380952381,0.0,0.01390091778591779,K_Scratch,Z_Scratch
0,1,0,274,0.0018439933259176862,0.0,0.0,0.017767066171502827,0.000125,0.0,0.9802639405025797,Z_Scratch,Z_Scratch
0,1,0,207,0.0022941176470588237,0.0,0.0,0.0034772408963585433,0.0,0.0,0.9942286414565825,Z_Scratch,Z_Scratch
0,1,0,285,0.0204584843321202,0.0,0.0,0.02170969680155269,0.058235931667033614,0.0,0.8995958871992941,Z_Scratch,Z_Scratch
0,1,0,293,0.005001747336612873,0.0,0.0,0.02841059176355784,0.0,0.0,0.9665876608998294,Z_Scratch,Z_Scratch
0,1,0,255,0.038241672573643526,0.0,8.695652173913043e-05,0.04776515302509134,0.0,0.00011764705882352942,0.9137885708207013,Z_Scratch,Z_Scratch
0,1,0,251,0.036728283663173614,0.0,0.000125,0.055783635266532315,0.0,0.000125,0.907238081070293,Z_Scratch,Z_Scratch
0,1,0,331,0.028838617714209477,0.0010443389999678031,0.43039090020034537,0.35851034341491284,0.0008999999999999999,0.003326649537968248,0.1769891501325967,K_Scratch,Z_Scratch
0,1,0,329,0.40418877946571546,0.0004509803921568627,0.0,0.3760125170136562,0.15110676325970707,0.0,0.06824095986876344,Bumps,Z_Scratch
0,1,0,245,0.0008362953787036102,0.0,0.0,0.015574190656758243,0.00018181818181818183,9.090909090909092e-05,0.983316786691811,Z_Scratch,Z_Scratch
0,1,0,254,0.0018914316560884642,0.0,0.0,0.009485278673411267,6.896551724137931e-05,0.0,0.9885543241532591,Z_Scratch,Z_Scratch
0,1,0,177,0.0040583960763273825,0.0001111111111111111,0.0,0.006730734249346138,0.0048884401968262515,0.0,0.9842113183663892,Z_Scratch,Z_Scratch
0,1,0,275,0.00622840618460823,0.0,0.0,0.005679136262153191,0.0005294918330308531,0.0,0.9875629657202076,Z_Scratch,Z_Scratch
0,1,0,761,0.05102794117647046,0.0,0.009162091503267973,0.20696209150326747,0.0,0.7328478758169918,0.0,Stains,Stains
0,1,0,804,0.007084616373142419,0.002051937441643324,0.07466450267826431,0.04520730388223524,0.0004852941176470588,0.868617690044883,0.001888655462184874,Stains,Stains
0,1,0,782,0.0028000000000000013,0.0,0.042975000000000006,0.014150000000000006,0.0,0.9400749999999995,0.0,Stains,Stains
0,1,0,791,0.002300000000000001,0.0,0.043225,0.013525000000000004,0.0,0.9409499999999996,0.0,Stains,Stains
0,1,0,758,0.002300000000000001,0.0,0.07747500000000004,0.013525000000000004,0.0,0.9066999999999996,0.0,Stains,Stains
0,1,0,790,0.003050000000000001,0.0,0.009794444444444444,0.012844444444444445,0.0,0.9743111111111107,0.0,Stains,Stains
0,1,0,742,0.11732369298608031,0.018246065432042765,0.1005138838040284,0.6049546896844608,0.0022420300333704114,0.11792076822240767,0.038798869837610814,Other_Faults,Stains
0,2,0,902,0.8619403911435859,0.0015447144856219266,0.0003333333333333333,0.11457818261122743,0.01631882310531785,0.0014438796266027388,0.00384067569431212,Bumps,Bumps
0,2,0,1015,0.15900482972870633,0.00971437235030987,0.0,0.532631376661968,0.296061013125137,0.00018859649122807015,0.0023998116426519503,Other_Faults,Bumps
0,2,0,1037,0.15220061086578598,0.023424987857786902,0.0,0.6067320612612623,0.2107105623463801,0.00048152936388230506,0.006450248304902676,Other_Faults,Bumps
0,2,0,878,0.32860284570949844,0.017562888014238377,0.006085359788164174,0.3603452704268063,0.2690088614193072,0.0037998725289047873,0.0145949021130815,Other_Faults,Bumps
0,2,0,921,0.8681623346696471,0.0,0.0022115092803597744,0.09999415084781724,0.028544223259586755,0.0,0.0010877819425879362,Bumps,Bumps
0,2,0,1199,0.1800172699109476,0.036310337823764485,0.0012964384428780713,0.7311295913664273,0.023915752206954195,0.019532931133325368,0.007797679115703261,Other_Faults,Bumps
0,2,0,1034,0.2237026629502204,0.010272522272022024,0.006757352941176471,0.4549224673153496,0.2577303272895927,0.03816176470588236,0.008452902525758555,Other_Faults,Bumps
0,2,0,1105,0.1904430126888334,0.012373779076155842,0.02164640947605574,0.5324786501114224,0.16485761052358547,0.007115934747716292,0.07108460337623064,Other_Faults,Bumps
0,2,0,1000,0.21477009657680485,0.01002680790726494,0.01183101191967665,0.7031365594432973,0.04313093588349651,0.0017430049482681058,0.01536158332119182,Other_Faults,Bumps
0,2,0,987,0.1351639851809912,0.005577521540561208,0.004553218895540876,0.37695159209857587,0.4691513950896092,0.00016025641025641023,0.00844203078446631,Pastry,Bumps
0,2,0,890,0.956568668014245,0.0,0.0,0.027311482673717975,0.015396684908772317,8.333333333333333e-05,0.0006398310699311811,Bumps,Bumps
0,2,0,1069,0.6028989386845363,0.0,0.00010526315789473683,0.2721443369990634,0.0274180638617002,0.0037853908214697017,0.09364800647533593,Bumps,Bumps
0,2,0,990,0.14205261610991882,0.006946249866056889,0.008434230700179582,0.34855540633086884,0.48510696778272827,6.896551724137931e-05,0.008835563693007331,Pastry,Bumps
0,2,0,1226,0.7906807664088606,0.019710956491151534,0.0,0.18060344271192674,0.0018368147373987189,0.0007110953913506584,0.006456924259310964,Bumps,Bumps
0,2,0,1060,0.6565380591390559,0.0007509693205345379,0.00011764705882352942,0.31566249138946456,0.013381754081133854,0.0,0.013549079010987857,Bumps,Bumps
0,2,0,1039,0.27541663563676155,0.002188333888333889,0.0,0.5569740502041696,0.15174138434607293,0.0006176545274371361,0.013061941397226336,Other_Faults,Bumps
0,2,0,876,0.12153317580664988,0.042242706596590615,0.001503017598489485,0.49101301698278216,0.3366663663556855,6.666666666666667e-05,0.006975049993136785,Other_Faults,Bumps
0,2,0,1003,0.15678194553434724,0.0019357115107115107,0.0,0.7128218577524799,0.09434500180552223,0.00043439153439153434,0.033681091862547384,Other_Faults,Bumps
0,2,0,1053,0.6369177638970347,0.0009207486074615328,0.00042857142857142855,0.32921003246292446,0.013789902519047475,7.142857142857142e-05,0.018661552513532072,Bumps,Bumps
0,2,0,1143,0.8585343220318725,0.002677909771096073,0.003264548387031224,0.1293995395979827,0.0045370284228616435,0.0,0.0015866517891554906,Bumps,Bumps
0,2,0,898,0.9295769240769229,0.00014814814814814815,6.666666666666667e-05,0.05010349024849021,0.01959869462843896,0.0004415601023017902,6.451612903225807e-05,Bumps,Bumps
0,2,0,1152,0.003536383442265794,0.0,0.8356839000211718,0.09123732451213475,0.008347826086956523,0.0,0.061194565937470975,K_Scratch,Bumps
0,2,0,961,0.7203386687541576,0.01572884825365393,0.0,0.24839756528908696,0.009072921977858582,0.0,0.006461995725243131,Bumps,Bumps
0,2,0,1170,0.7689287976003294,0.00014074074074074073,0.015384636999152575,0.21400464078597212,0.000893234064785789,7.142857142857142e-05,0.0005765212375890908,Bumps,Bumps
0,2,0,1009,0.2600276815502422,0.0022930822700537837,0.001739753415000791,0.6942420293890873,0.020042292720164827,0.0002488529014844804,0.021406307753965247,Other_Faults,Bumps
0,2,0,953,0.12082640731188454,0.07510014943379856,0.01984973389197421,0.3842989856292852,0.3633683439374057,0.0003195701357466063,0.03623680965990489,Other_Faults,Bumps
0,2,0,1189,0.6234258754497365,0.015001161425959475,0.008955217256599906,0.26346842568455153,0.056963255437467455,0.025526284387238175,0.006659780358448415,Bumps,Bumps
0,2,0,1055,0.7577556063526995,0.001327274388016076,0.007374298978893581,0.2140813202563867,0.005088077665941442,0.001806106111399556,0.012567316246662776,Bumps,Bumps
0,2,0,1204,0.4426296063125018,0.0038452717876092495,0.004088370391238136,0.497206067460299,0.0026983933981062714,0.00016333333333333334,0.04936895731691101,Other_Faults,Bumps
0,2,0,1206,0.6261331013938181,0.0008218596794792569,0.004796660624124705,0.3334007666453035,0.00026353565298798564,6.451612903225807e-05,0.03451955987525357,Bumps,Bumps
0,2,0,1207,0.617232483238785,0.0019642477532355166,0.0011859267323663608,0.3451996978117861,0.0019110890407330891,0.0,0.032506555423093025,Bumps,Bumps
0,2,0,964,0.6417793446360361,8.333333333333333e-05,0.006625200117260055,0.348781540155128,0.0009512410251456906,8.333333333333333e-05,0.0016960073997619653,Bumps,Bumps
0,2,0,1090,0.5742111499769171,0.0035763925480425556,0.001392179487179487,0.3452785348334463,0.020808110761933295,0.05163304216042168,0.0031005902320597536,Bumps,Bumps
0,2,0,996,0.18650578485861172,0.19808019773267735,0.0071200220550152625,0.5675418246188741,0.03746955792259829,0.0004553149177291054,0.002827297894494691,Other_Faults,Bumps
0,2,0,886,0.113424536871884,0.029734684014042438,0.02312192508945357,0.7910310224290327,0.002007026590540523,0.032261775931443096,0.00841902907360237,Other_Faults,Bumps
0,2,0,1148,0.8012922511800534,0.005172237496952989,0.0009287925696594427,0.17715814023921306,0.005016523781229664,0.0018312026892914467,0.008600852043600076,Bumps,Bumps
0,2,0,1130,0.5222376628792197,0.013387307030313588,0.0038111304747211324,0.3820179878963771,0.03159839870770247,0.03976292649357701,0.007184586518088705,Bumps,Bumps
0,2,0,1045,0.5632897731588712,0.0015588160060128024,0.00042857142857142855,0.3978808838809236,0.013898938325864791,0.00039099870717517783,0.022552018492580983,Bumps,Bumps
0,2,0,1231,0.29296041560238656,0.1789324576092316,0.005113535438793255,0.46172796992962073,0.03907063429900424,0.014122794779965505,0.008072192340998628,Other_Faults,Bumps
0,2,0,1242,0.5134896313463881,0.008710416136960757,0.01738254410770548,0.4180226744519237,0.030482015233561133,0.00765985316512928,0.004252865558328783,Bumps,Bumps
0,2,0,1466,0.22258264483318987,0.0036010225582038743,0.12722874977845938,0.5150250353013319,0.1266783425662376,0.003078762384721465,0.001805442577856371,Other_Faults,Other_Faults
0,2,0,1470,0.2677619948077133,0.008524273906099184,0.08689469307344508,0.5481083624131834,0.08152813525054645,0.006372072619478915,0.0008104679295337961,Other_Faults,Other_Faults
0,2,0,1786,0.13427120306309703,0.018510661545614978,0.030646196254427053,0.7693577448702387,0.003204327597964023,0.03497771550857412,0.009032151160082916,Other_Faults,Other_Faults
0,2,0,1590,0.11159475702207516,0.002739943379564698,0.008383067299584886,0.393837519665008,0.46928816684368946,0.0,0.014156545790078155,Pastry,Other_Faults
0,2,0,1756,0.02865263315213415,0.0008,0.0,0.47814622896203635,0.005554794024564271,0.0,0.48684634386126546,Z_Scratch,Other_Faults
0,2,0,1438,0.3120398121479205,0.0016017391304347826,0.0,0.6287960783368102,0.031355354449686894,0.00024080267558528428,0.025966213259561027,Other_Faults,Other_Faults
0,2,0,1319,0.255632577810141,0.010277643874106625,0.012621840946085379,0.43878023615954576,0.2644155842517052,0.00035714285714285714,0.01791497410127353,Other_Faults,Other_Faults
0,2,0,1809,0.6374062335598905,0.021531860517229894,0.002231348856596233,0.2980372237747169,0.03888796140760078,0.00023026315789473684,0.0016751087260713005,Bumps,Other_Faults
0,2,0,1726,0.11298382804189258,0.008282648380795772,0.01221719106460485,0.5005630783154149,0.3521340698028149,0.0008757924222320507,0.012943391972244289,Other_Faults,Other_Faults
0,2,0,1425,0.562422580947973,0.0005733782841199722,0.0006552380952380951,0.3968427597646743,0.013542982043605408,0.0005133850931677017,0.025449675771221463,Bumps,Other_Faults
0,2,0,1781,0.11468486175983812,0.02521203709002389,0.024593266589206377,0.801369300503332,0.0033320036063326304,0.02343464839035672,0.007373882060908992,Other_Faults,Other_Faults
0,2,0,1357,0.04027894202674778,0.01743169350261216,0.03637938628027516,0.8777046242019712,0.002126074721809749,0.018451122076946658,0.007628157189637431,Other_Faults,Other_Faults
0,2,0,1356,0.06494989218793075,0.00175882012724118,0.08600952580888,0.8432377568613554,0.0017227272727272727,0.0012247091144149966,0.0010965686274509805,Other_Faults,Other_Faults
0,2,0,1304,0.009284870264961624,0.010852037127883522,0.003941179537565683,0.7933327621685342,0.17112986451752432,0.00033640552995391703,0.0111228808535791,Other_Faults,Other_Faults
0,2,0,1624,0.10170563845384445,0.00837671935899839,0.0053916874447020235,0.8164867819767752,0.05413888677190562,0.005441590755884416,0.008458695237889781,Other_Faults,Other_Faults
0,2,0,1914,0.12625058098691602,0.010012215052213705,0.038482938899120446,0.7028499365765299,0.0022250850325553208,0.06030949404867442,0.05986974940398895,Other_Faults,Other_Faults
0,2,0,1353,0.4942750308390977,0.00903736462216538,0.023736186536591083,0.4056619387446438,0.010292640414661354,0.055397105850228584,0.0015997329926122498,Bumps,Other_Faults
0,2,0,1833,0.021213378083262194,0.006392598809581733,0.018843446546358774,0.9390639486056195,0.0028745821543105076,0.008088665852414958,0.003523379948452595,Other_Faults,Other_Faults
0,2,0,1599,0.12003005463860024,0.04072885784916844,0.022699785945033583,0.757571863498817,0.04488411884631104,0.0065029734999705775,0.007582345722099793,Other_Faults,Other_Faults
0,2,0,1496,0.16298114514241657,0.02329804588344089,0.0312132750213072,0.6801335789851093,0.09014045135493268,0.00024285714285714286,0.011990646469936531,Other_Faults,Other_Faults
0,2,0,1275,0.05393935634540931,0.0,0.07071992481203003,0.12478941976152585,0.0002711111111111111,0.7502001879699283,8e-05,Stains,Other_Faults
0,2,0,1852,0.046954938390966344,0.01826903984535673,0.017077746199366247,0.8877271545583277,0.011454569350269415,0.007198811453570077,0.011317740202143017,Other_Faults,Other_Faults
0,2,0,1638,0.5799683660294579,0.0035202138299325002,0.002444444444444445,0.37319479331856176,0.02093252565492332,0.0016302607007715368,0.018309396021908488,Bumps,Other_Faults
0,2,0,1778,0.09452475790776614,0.01588619471729366,0.05306687201258187,0.8100688762099468,0.0020261088960822037,0.022175137807254858,0.00225205244907351,Other_Faults,Other_Faults
0,2,0,1845,0.03389442998052526,0.01688648531975317,0.013233677333230432,0.9042993781829799,0.013373384891453372,0.0045455434926791995,0.013767100799378377,Other_Faults,Other_Faults
0,2,0,1497,0.08185171713616608,0.0023708032890575586,0.005161325099567605,0.38516763907511353,0.5116296888091171,0.0,0.013818826590978016,Pastry,Other_Faults
0,2,0,1551,0.5200666830047788,0.014900573994822136,0.005679967274427303,0.38465371121153874,0.031386578258005636,0.03956959500689062,0.003742891249536664,Bumps,Other_Faults
0,2,0,1586,0.23113876282250087,0.011531579710564874,0.0,0.7095610493763086,0.027244589923398194,0.0034162186447800605,0.01710779952244842,Other_Faults,Other_Faults
0,2,0,1895,0.12785287579034119,0.007944363988066553,0.0012112155388471178,0.8291360849726191,0.00986975096441236,0.012034462429480013,0.011951246316233705,Other_Faults,Other_Faults
0,2,0,1773,0.025863719607582526,0.0005032467532467533,0.018562732980625486,0.9230314245606958,0.0018444868892661765,0.009314941848010358,0.020879447360573327,Other_Faults,Other_Faults
0,2,0,1346,0.20159410055706778,0.001532410624328783,0.14687533091031932,0.5429172340147472,0.1038765250395733,0.0031377321872974044,6.666666666666667e-05,Other_Faults,Other_Faults
0,2,0,1733,0.017776184580920344,0.011988710486363687,0.06235139224830793,0.8769144909508334,0.008963552593724484,0.003177632277460654,0.018828036862389243,Other_Faults,Other_Faults
0,2,0,1343,0.3770475074439021,0.027826251910353397,0.009142037113588837,0.47667627786060895,0.06939082284585765,0.01592877337372398,0.02398832945196435,Other_Faults,Other_Faults
0,2,0,1707,0.026690602631764968,0.005373160173160174,0.044900783455737024,0.8875233437115229,0.029930171848263094,0.001273640127987954,0.004308298051564304,Other_Faults,Other_Faults
0,2,0,1331,0.19469109187614064,0.017117589793293878,0.05507200373166697,0.6663718705201295,0.053028337302106494,0.004510751179568164,0.009208355597093714,Other_Faults,Other_Faults
0,2,0,1421,0.6374368882695717,0.0014071268340449924,0.007519864137402306,0.32543992680245565,0.00325612007232683,0.0008798429898275098,0.024060230894370274,Bumps,Other_Faults
0,2,0,1741,0.0723079788361717,0.001893421726358908,0.07255504573242834,0.8181288631501272,0.014193439949205269,0.0018972700470984221,0.019023980558609717,Other_Faults,Other_Faults
0,2,0,1627,0.6949289470963639,0.01722966110979561,0.0013434731801698365,0.27384501910450354,0.004168335289878352,0.0,0.008484564219287437,Bumps,Other_Faults
0,2,0,1701,0.1229757565780962,0.012725236233300739,0.005986029609402876,0.8336917666595881,0.01271663385343499,0.0,0.011904577066177629,Other_Faults,Other_Faults
0,2,0,1890,0.2071036770600032,0.00921027322127015,0.0001359447004608295,0.7314515387431163,0.017211410876944215,0.0013274407505966263,0.03355971464760699,Other_Faults,Other_Faults
0,2,0,1699,0.08681256172131685,0.01282383887822727,0.02761915712721442,0.5719702931182028,0.2504374667392908,0.002982365003417634,0.047354317412330926,Other_Faults,Other_Faults
0,2,0,1545,0.5701556287897974,0.009255476097856,0.07419417094880268,0.30106279025970245,0.04313558830483333,0.0015143907117894195,0.000681954887218045,Bumps,Other_Faults
0,2,0,1317,0.17781617675309194,0.006228517848726577,0.059744548803507956,0.6995213241687718,0.048801630881134914,0.0020784197455036573,0.005809381799262777,Other_Faults,Other_Faults
0,2,0,1454,0.4632804167906647,0.0010155229505990038,0.030776733466583883,0.4656533788853714,0.03870196723045221,0.0003942028985507247,0.00017777777777777776,Other_Faults,Other_Faults
0,2,0,1811,0.1855319350647574,0.008475366922493429,0.008590041601063953,0.5320652635652814,0.20833566148533514,0.0025281137145319915,0.05447361764653633,Other_Faults,Other_Faults
0,2,0,1313,0.11112745390954332,0.08858997559049547,0.0074633605711105265,0.5362337742619981,0.24306303514139155,0.00020755572034771144,0.013314844805113754,Other_Faults,Other_Faults
0,2,0,1315,0.14995185229437036,0.07979930098489373,0.004613167949958829,0.5280648309272074,0.1962933056385426,0.00032520277917124084,0.040952339425855945,Other_Faults,Other_Faults
0,2,0,1782,0.12542074576243326,0.011397236315914933,0.23722684219905246,0.6001304939283246,0.001553612727142139,0.01631535974094399,0.007955709326188944,Other_Faults,Other_Faults
0,2,0,1652,0.43789273193531963,0.004495205984619768,0.08333828715033408,0.3364482295651253,0.1267306080819504,0.0066661134509494666,0.0044288238317007796,Bumps,Other_Faults
0,2,0,1846,0.03102287634027138,0.01905562163947915,0.005509327546018349,0.9038157798661222,0.018615234457225814,0.004435101187747747,0.01754605896313521,Other_Faults,Other_Faults
0,2,0,1272,0.06150041960457764,0.1534574468685555,0.015764395515935083,0.5166086462534399,0.24205582326647576,0.00014074074074074073,0.01047252775027734,Other_Faults,Other_Faults
0,2,0,1362,0.08715217894514775,0.0015152343183247082,0.1004181504466443,0.7862016839593325,0.012491869599812785,0.0013969564433960718,0.010823926287342423,Other_Faults,Other_Faults
0,2,0,1582,0.07907773677231122,0.00567276676360617,0.03548008973337742,0.772193733893771,0.09296060348197963,0.004631633031410563,0.009983436323544181,Other_Faults,Other_Faults
0,2,0,1372,0.5478504378417954,0.0007235897435897436,0.0,0.2858920361743773,0.027510629168695448,0.0,0.13802330707154345,Bumps,Other_Faults
0,2,0,1329,0.030590971191759783,0.004409834889278538,0.02212757572654175,0.903241036790017,0.018601316978878492,0.003918330392722139,0.01711093403080235,Other_Faults,Other_Faults
0,2,0,1934,0.056160229249898413,0.0026180566165860284,0.045395355328189384,0.8197959177605311,0.0004519230769230769,0.0055262193271387846,0.07005229864073269,Other_Faults,Other_Faults
0,2,0,1410,0.2941939171229557,0.0003455128205128205,0.004313819307627354,0.6896269032294708,0.008356647725562702,0.00016387959866220737,0.002999320195209322,Other_Faults,Other_Faults
0,2,0,1442,0.4035936402525925,0.006274458857101878,0.0006135368335368336,0.5489285501693324,0.0325582090452639,0.00014074074074074073,0.007890864101433154,Other_Faults,Other_Faults
0,2,0,1534,0.4855888885805621,6.666666666666667e-05,0.003966217422641571,0.4832974461890326,0.02671647718196723,0.0,0.00036430395913154536,Bumps,Other_Faults
0,2,0,1573,0.1131866207092033,0.021307982683474648,0.032726618170529256,0.5012530828264241,0.2856977672270516,0.00393073903396484,0.0418971893493526,Other_Faults,Other_Faults
0,2,0,1402,0.3706841233825316,0.0277865586881739,0.012190312536039673,0.5171809546097228,0.06508451255885277,0.0033403560524916027,0.0037331821721867937,Other_Faults,Other_Faults
0,2,0,1349,0.5812692191402513,0.021459213458406366,0.003093730783939513,0.3468923893560817,0.0451327371119471,0.00028500000000000004,0.0018677101493739861,Bumps,Other_Faults
0,2,0,1509,0.06372641392756039,0.012794344883773562,0.041320931076188346,0.8314585135544578,0.023327908980960647,0.009577064708324144,0.017794822868734825,Other_Faults,Other_Faults
0,2,0,1763,0.08541691542563266,0.021206316095758907,0.1881555214864502,0.6793278186792356,0.011345037577840285,0.005209323812531482,0.00933906692255175,Other_Faults,Other_Faults
0,2,0,1732,0.2323309909023871,0.00403420181469717,0.14379632471681214,0.5507953483621182,0.06592225671394035,0.0022540017560856674,0.0008668757339596456,Other_Faults,Other_Faults
0,2,0,1644,0.20115651595993275,0.09159958734680818,0.049560486262060235,0.42206328065615567,0.14242474179088538,0.037535848812139075,0.055659539172019844,Other_Faults,Other_Faults
0,2,0,1377,0.058231887025128215,0.0,0.0849058221051763,0.833713186010361,0.008347826086956523,0.0,0.014801278772378518,Other_Faults,Other_Faults
0,2,0,1691,0.20021850650749573,0.004481709386004801,0.01903612290821689,0.724992961073035,0.0068747888567003675,0.021373844516188185,0.023022066752358565,Other_Faults,Other_Faults
0,2,0,833,0.16564029789706405,0.20777221899402917,0.006190684823046454,0.582023928238661,0.03713703458830584,0.0007985366083192169,0.00043729885057471263,Other_Faults,Dirtiness
0,2,0,815,0.12207594337757469,0.3231409968569016,0.00010526315789473683,0.4365231576680449,0.10425315400464198,7.407407407407407e-05,0.013827410860867698,Other_Faults,Dirtiness
0,2,0,819,0.14506755761938384,0.5495546862141804,0.0015116840488317571,0.2339004025522259,0.06550345445378669,0.00026190476190476186,0.004200310349685793,Dirtiness,Dirtiness
0,2,0,849,0.006990538781773002,0.9428801407463338,0.0013440476190476188,0.02555687007771383,0.018584657395484882,0.0001935483870967742,0.004450196992549933,Dirtiness,Dirtiness
0,2,0,832,0.204408985205707,0.20424233262422617,0.006717166468336148,0.5401663393594573,0.0394580272584755,0.0033768895706976208,0.0016302595131005924,Other_Faults,Dirtiness
0,2,0,409,0.0,0.0,0.9752916666666671,0.005275326797385621,0.00047058823529411766,0.0,0.01896241830065359,K_Scratch,K_Scratch
0,2,0,379,0.0046952794970036345,0.0,0.9313535409489978,0.06115964516246977,0.00279153439153439,0.0,0.0,K_Scratch,K_Scratch
0,2,0,402,0.0,0.0,0.995375,0.000125,0.0,0.0,0.0045,K_Scratch,K_Scratch
0,2,0,544,0.007285216351154566,0.0,0.8470530262414928,0.14217980252013482,0.0,0.0,0.0034819548872180475,K_Scratch,K_Scratch
0,2,0,499,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,442,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,534,0.05448525734051385,0.0021702189597841773,0.11944848032206376,0.7202011492418074,0.001156177156177156,0.004502940660833553,0.09803577631881967,Other_Faults,K_Scratch
0,2,0,392,0.0,0.0,0.9901470588235293,0.0023823529411764704,0.00047058823529411766,0.0,0.007,K_Scratch,K_Scratch
0,2,0,525,0.0,0.0,0.9740889045373525,0.025617058720334568,0.0,0.0,0.00029403674231260436,K_Scratch,K_Scratch
0,2,0,684,0.04666456802269129,0.00990550836581165,0.5451045717415374,0.3175840370780927,0.004936264367816093,0.020956661172283026,0.054848389251767535,K_Scratch,K_Scratch
0,2,0,400,0.004375,0.0,0.9657720588235293,0.01638235294117647,0.00047058823529411766,0.0,0.013,K_Scratch,K_Scratch
0,2,0,468,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,629,0.0,0.0,0.989625,0.010375,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,554,0.000125,0.0,0.9964119265153748,0.0031690367423126043,0.0,0.0,0.00029403674231260436,K_Scratch,K_Scratch
0,2,0,733,0.005560584296534714,0.0004336917562724014,0.9104929438650438,0.07056851021538102,0.0028644844613535322,0.000305,0.00977478540541421,K_Scratch,K_Scratch
0,2,0,354,0.0046952794970036345,0.0,0.9013257631712198,0.0831874229402476,0.010791534391534395,0.0,0.0,K_Scratch,K_Scratch
0,2,0,509,0.0,0.0,0.9924077472527468,0.007592252747252752,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,653,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,579,0.0,0.0,0.99825,0.00175,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,364,0.0046952794970036345,0.0,0.9313535409489978,0.06115964516246977,0.00279153439153439,0.0,0.0,K_Scratch,K_Scratch
0,2,0,563,0.0,0.0,0.99575,0.0,0.0,0.0,0.00425,K_Scratch,K_Scratch
0,2,0,673,0.0,0.0,0.9886438583638582,0.011356141636141638,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,405,0.0,0.0,0.9811470588235294,0.0030073529411764706,0.00047058823529411766,0.0,0.015375,K_Scratch,K_Scratch
0,2,0,466,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,578,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,588,0.0,0.0,0.99775,0.00225,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,528,0.0,0.0,0.9782470689655172,0.021600632183908043,0.0,0.0,0.00015229885057471264,K_Scratch,K_Scratch
0,2,0,573,0.0,0.0,0.988625,0.011375,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,449,0.0705243307280366,0.0011247161966218228,0.4772892572035507,0.34223568832617335,0.007792825332479986,0.00022427035330261136,0.10080891185983554,K_Scratch,K_Scratch
0,2,0,456,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,350,0.007758355456132218,0.002198525159051475,0.8364968409550493,0.134624223656001,0.01775816588488213,0.0002222222222222222,0.0009416666666666666,K_Scratch,K_Scratch
0,2,0,445,0.0,0.0,0.9945,0.0,0.0,0.0,0.0055,K_Scratch,K_Scratch
0,2,0,561,0.000125,0.0,0.9982998575498575,0.0013500712250712251,0.0,0.0,0.00022507122507122506,K_Scratch,K_Scratch
0,2,0,517,0.0,0.0,0.9885427472527468,0.01124891941391942,0.0,0.0,0.00020833333333333332,K_Scratch,K_Scratch
0,2,0,510,0.0,0.0,0.9820584615384612,0.009191538461538466,0.0,0.0,0.00875,K_Scratch,K_Scratch
0,2,0,558,0.000125,0.0,0.9964119265153748,0.0031690367423126043,0.0,0.0,0.00029403674231260436,K_Scratch,K_Scratch
0,2,0,644,0.03735743010367141,0.0030887634408602147,0.7403977344937107,0.19846589011209576,0.001004597701149425,0.006094788941540887,0.013590795206971673,K_Scratch,K_Scratch
0,2,0,464,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,590,0.053368536732394174,0.0035887634408602147,0.6572822345962194,0.262957291274847,0.003296264367816092,0.01821965468590194,0.0012872549019607843,K_Scratch,K_Scratch
0,2,0,46,0.8223543866355805,0.0030564068498914404,0.0,0.1232647992281479,0.050993875073494864,0.0,0.00033053221288515403,Bumps,Pastry
0,2,0,16,0.1247312938648562,0.015127346669849578,0.07496737951447902,0.5814379157748233,0.14797216096097143,0.0008616539009984054,0.054902249314022065,Other_Faults,Pastry
0,2,0,67,0.11909653731575631,0.0021223161030061526,0.014072090973245398,0.5904396048421429,0.2719610072717158,0.000135632183908046,0.0021728113102254974,Other_Faults,Pastry
0,2,0,151,0.11330171678367898,0.0,0.0,0.037002379869435255,0.32314791512088664,0.0,0.5265479882259975,Z_Scratch,Pastry
0,2,0,71,0.12031438573317554,0.0010406153488912108,0.003569954452767123,0.227125469879996,0.6432314381289977,0.0,0.004718136456173469,Pastry,Pastry
0,2,0,39,0.17722485607963623,0.0020118188106303557,0.07005623406301323,0.543541115577766,0.2029877864625501,0.00021182266009852217,0.003966366346306046,Other_Faults,Pastry
0,2,0,85,0.2760960021041091,0.006435010893329731,0.06104533772011853,0.5841511602410119,0.05474326948504702,0.0025005272510919734,0.015028692305291518,Other_Faults,Pastry
0,2,0,99,0.16104457548707157,0.08896202845209719,0.009314637523902951,0.3274366052019912,0.41127075003063934,0.000125,0.0018464033042980411,Pastry,Pastry
0,2,0,29,0.0808120622512131,0.011450278382637067,0.017820339773831465,0.1490346320398141,0.7390180580509699,0.0,0.0018646295015348868,Pastry,Pastry
0,2,0,86,0.09202494219048056,0.0066450868333785195,0.02120922095684685,0.5101186789092091,0.3213000034584308,0.004201601596831418,0.044500466054822566,Other_Faults,Pastry
0,2,0,106,0.017246291020416738,0.06465020527983116,0.018576177061672396,0.09650178968608751,0.7934435551445954,0.0,0.009581981807397067,Pastry,Pastry
0,2,0,58,0.20643986024763616,0.010831446847669948,0.0,0.456285869658842,0.31839260790418783,0.0,0.008050215341665308,Other_Faults,Pastry
0,2,0,17,0.12612844827624256,0.015194181966143664,0.037065874691873585,0.6159839327597967,0.15665436866811938,0.001358799542880889,0.047614394094943044,Other_Faults,Pastry
0,2,0,54,0.13707697562930385,0.18495830359087959,0.0015865874708828867,0.29472372767653593,0.3783611012422144,0.0,0.0032933043901835816,Pastry,Pastry
0,2,0,50,0.7300680259255384,0.0004935863161609159,0.0,0.20419374700648904,0.06487981861742269,0.00017391304347826085,0.00019090909090909092,Bumps,Pastry
0,2,0,142,0.22427564067102554,0.015013380786716985,0.011048070383938343,0.2740888623546952,0.4695730949047192,0.00567095089890516,0.00033,Pastry,Pastry
0,2,0,311,0.0019125653845767697,0.0,0.0,0.27951425909209066,0.0005654761904761905,0.0,0.7180076993328579,Z_Scratch,Z_Scratch
0,2,0,326,0.000989805052373713,0.0,0.0,0.27903711108243484,0.00016666666666666666,0.0,0.7198064171985264,Z_Scratch,Z_Scratch
0,2,0,270,0.00023429541595925297,0.0,0.0,0.000997934352009055,0.00013333333333333334,0.0,0.9986344368986984,Z_Scratch,Z_Scratch
0,2,0,335,0.12303643120420643,0.000489064558629776,0.06798474315340107,0.6457354171719699,0.0015117617866004956,0.021799606396495405,0.1394429757286959,Other_Faults,Z_Scratch
0,2,0,201,0.012910866494608363,0.00044811401263014167,0.0,0.033554417923772756,0.03777854979993674,0.0,0.9153080517690529,Z_Scratch,Z_Scratch
0,2,0,195,0.0,0.0,0.0,0.0016251322751322753,0.0,0.0,0.9983748677248678,Z_Scratch,Z_Scratch
0,2,0,188,0.023386751977422737,0.00015384615384615385,0.0,0.03628184530622869,0.001838104339438672,0.00028887959866220734,0.9380505726244017,Z_Scratch,Z_Scratch
0,2,0,241,0.0011098014888337468,0.0,0.0,0.0024655707196029777,0.0003225806451612903,0.0,0.996102047146402,Z_Scratch,Z_Scratch
0,2,0,323,0.0054980917003662425,0.0,0.0,0.3212536183598254,0.0007321428571428571,0.0,0.6725161470826669,Z_Scratch,Z_Scratch
0,2,0,318,0.012212027274595935,0.0,0.0,0.4098188520396879,0.00016666666666666666,0.0,0.5778024540190501,Z_Scratch,Z_Scratch
0,2,0,300,0.0003790322580645161,0.0,0.0,0.016408842105783635,0.0005772988505747126,0.0,0.9826348267855776,Z_Scratch,Z_Scratch
0,2,0,346,0.21252955787849842,0.01642387860294353,0.05486240238167603,0.5624889212859298,0.06336427014887723,0.014161471444829214,0.07616949825724494,Other_Faults,Z_Scratch
0,2,0,289,0.0,0.0,0.0,0.0020654761904761905,0.0,0.0,0.9979345238095239,Z_Scratch,Z_Scratch
0,2,0,212,0.00019047619047619045,0.0,0.0,0.0007275132275132275,0.0,0.0,0.9990820105820106,Z_Scratch,Z_Scratch
0,2,0,203,0.0007300000000000001,0.0,0.0,0.016721490818549633,0.001815,0.0,0.9807335091814511,Z_Scratch,Z_Scratch
0,2,0,345,0.2290527898695375,0.048441880656518686,0.008526754051860303,0.422260169701454,0.1315117760546825,0.017315650891076895,0.1428909787748713,Other_Faults,Z_Scratch
0,2,0,297,0.014221116955334206,0.0,0.0,0.020313951868403395,0.037713103685339526,0.0,0.9277518274909236,Z_Scratch,Z_Scratch
0,2,0,193,0.1143663085700623,0.0008966666666666667,6.666666666666667e-05,0.1627213519628719,0.0007038720538720539,0.0006114478114478115,0.7206336862684128,Z_Scratch,Z_Scratch
0,2,0,189,0.012176065005774618,0.0,0.0,0.01573151755651755,0.03624410410823299,0.0,0.9358483133294759,Z_Scratch,Z_Scratch
0,2,0,767,0.05328328173374644,0.0,0.07306656346749223,0.13107391640866953,0.0,0.7425762383900959,0.0,Stains,Stains
0,2,0,773,0.01675,0.0,0.0,0.061625,0.0,0.921625,0.0,Stains,Stains
0,2,0,775,0.016375,0.0,0.002125,0.081375,0.0,0.900125,0.0,Stains,Stains
0,2,0,787,0.036783281733746113,0.0,0.08331656346749249,0.08282391640866889,0.0,0.7970762383900967,0.0,Stains,Stains
0,2,0,762,0.05059210526315818,0.0,0.06718421052631565,0.12005921052631655,0.0,0.7621644736842142,0.0,Stains,Stains
0,2,0,777,0.000875,0.0,0.00625,0.0235,0.0,0.969375,0.0,Stains,Stains
0,2,0,808,0.0,0.0,0.015375,0.018875,0.0,0.96575,0.0,Stains,Stains
0,3,0,913,0.9645325882391179,0.00085,0.0,0.021452996104782164,0.013164415656099637,0.0,0.0,Bumps,Bumps
0,3,0,1180,0.9522642782039262,7.407407407407407e-05,0.00415497865669625,0.04125974180392379,0.0012674825174825177,0.0,0.0009794447438970766,Bumps,Bumps
0,3,0,1005,0.4747799465444392,0.016553443017053564,0.0,0.36633391265386855,0.05997570401384321,0.0020071835185687175,0.08034981025222629,Bumps,Bumps
0,3,0,1239,0.5664744596358497,0.007562249551815855,0.011230573346257298,0.3920638484391849,0.011863139288889699,0.0032737441965096687,0.007531985541493008,Bumps,Bumps
0,3,0,888,0.7005952026401013,0.002377240771175723,0.012699303717891042,0.2608661723315258,0.01105405999898922,0.00011764705882352942,0.012290373481493574,Bumps,Bumps
0,3,0,1216,0.9670606315779503,0.0004780058651026393,0.0002159090909090909,0.023702083693635953,0.008321147550179812,0.0,0.0002222222222222222,Bumps,Bumps
0,3,0,942,0.574219949513888,0.00280221163613953,0.0,0.2905375972794419,0.13211403836197505,0.0,0.0003262032085561497,Bumps,Bumps
0,3,0,922,0.26676624261910464,0.24091239333816053,0.0016504510261927138,0.2522069436301086,0.23607479927238673,6.451612903225807e-05,0.002324653985016166,Bumps,Bumps
0,3,0,1191,0.7134107549186479,0.0023861016701339282,0.01152283542144158,0.20932454982010143,0.018947811060796283,0.04276191352728948,0.001646033581590184,Bumps,Bumps
0,3,0,1192,0.2887236470747595,0.04033869422913023,0.0028447429418123013,0.39059657538196996,0.25962297875179313,0.006068395166055568,0.011804966454479997,Other_Faults,Bumps
0,3,0,1089,0.24873511342723226,0.008131697014132612,0.008595788990986779,0.5593612064189095,0.14884337450482998,0.00197815462844621,0.024354665015461924,Other_Faults,Bumps
0,3,0,1171,0.937220498625678,0.000125,0.001502151732893421,0.05512851320862081,0.005003204248900169,0.0,0.001020632183908046,Bumps,Bumps
0,3,0,970,0.4569388438675531,0.004217432106752074,0.003948522132867485,0.43997733353492646,0.014248446744801635,0.07956788820797706,0.0011015334051240632,Bumps,Bumps
0,3,0,1102,0.34258150369810975,0.018555314158131855,0.03910907379606668,0.4808168041600096,0.10262525846202074,0.008487949689148644,0.007824096036513834,Other_Faults,Bumps
0,3,0,1113,0.21769071117837369,0.014108912022477582,0.047074153089238006,0.6150271066114192,0.008759644721877768,0.018306923324887602,0.07903254905172614,Other_Faults,Bumps
0,3,0,1071,0.5859757767019057,0.0,0.0,0.301261106484706,0.02879738458543981,0.0032735980474060972,0.08069213418054134,Bumps,Bumps
0,3,0,1052,0.49103215135154576,0.0009015014024088435,0.0,0.48369035635842955,0.0119700880113548,6.896551724137931e-05,0.012336937359019707,Bumps,Bumps
0,3,0,1065,0.7331890132061071,0.00032792609071808184,8e-05,0.24494187021158903,0.015616271611627071,6.896551724137931e-05,0.005775953362717313,Bumps,Bumps
0,3,0,1255,0.5676951092069952,0.0005329670329670329,0.02918387566302761,0.37638638283980463,0.008224853988341106,0.0,0.0179768112688646,Bumps,Bumps
0,3,0,984,0.42432329747764647,0.015297363679944822,0.007605091756656577,0.43113234166287373,0.03830158984349688,0.0787061935095024,0.004634122069880585,Other_Faults,Bumps
0,3,0,1193,0.2900768199085564,0.05430412576404537,0.0036612584323989996,0.351327317449397,0.2720992831237674,0.006713293270224769,0.021817902051610872,Other_Faults,Bumps
0,3,0,1110,0.1569631295318959,0.008699033221411225,0.17925799447834626,0.5924831318093671,0.01460959875103599,0.007925396297764039,0.04006171591017922,Other_Faults,Bumps
0,3,0,1202,0.3376328895213825,0.005405597624842203,0.007229784860386589,0.5950370944198536,0.017142803571279095,0.026682113595653208,0.010869716406602052,Other_Faults,Bumps
0,3,0,906,0.643076106756289,0.0038588993069983463,0.0,0.2520966005777468,0.09943208510489354,0.0,0.001536308254072607,Bumps,Bumps
0,3,0,1187,0.25295371604820416,0.013870563642878982,0.03410228791603645,0.6894674249183558,0.004015055757068927,0.0034274441337345768,0.0021635075837198076,Other_Faults,Bumps
0,3,0,1086,0.4018325928265767,0.0011233283056812469,0.0432076100263267,0.5379307690454362,0.013970577837665855,0.0007442546911237613,0.00119086726718867,Other_Faults,Bumps
0,3,0,1146,0.8370283083211518,0.00030219780219780225,0.0034761165362060505,0.14206735931609757,0.01682052351885272,0.0,0.00030549450549450553,Bumps,Bumps
0,3,0,1049,0.6853853340921962,0.0011152037617554859,0.0009098845287484838,0.29639565565740766,0.008302746482530972,0.0002857142857142857,0.007605461191647611,Bumps,Bumps
0,3,0,866,0.35353467595974486,0.0036280609485173387,0.0,0.575462397469261,0.05151884058282391,0.0017888071985295065,0.014067217841123438,Other_Faults,Bumps
0,3,0,948,0.8276647008380725,0.000164983164983165,0.006250754083888423,0.15120676749646467,0.011981262010525025,0.0,0.0027315324060658754,Bumps,Bumps
0,3,0,1233,0.7603924167524944,0.02496394740444042,0.0,0.20128242069112584,0.01123962976564839,0.0,0.002121585386291269,Bumps,Bumps
0,3,0,1120,0.18552765049680403,0.036877427018023774,0.03834765399510978,0.6369050382495979,0.03451514502980338,0.002402062607122246,0.06542502260353918,Other_Faults,Bumps
0,3,0,1169,0.6465144582168879,0.00013348164627363738,0.0,0.32250926960950016,0.025679446096217067,0.0,0.005163344431120945,Bumps,Bumps
0,3,0,1230,0.4332182035577064,0.08025407522086576,0.003741016126735692,0.42210009615922506,0.03445673810787207,0.012617872322078167,0.01361199850551719,Bumps,Bumps
0,3,0,1103,0.057946961999897476,0.03913154576993803,0.004370917676438651,0.8328829575577931,0.03114927832408068,0.0005877187434113431,0.03393061992844231,Other_Faults,Bumps
0,3,0,920,0.8447122119045682,0.0001,0.0,0.12058896622164163,0.03437601020270302,0.0,0.00022281167108753315,Bumps,Bumps
0,3,0,1098,0.05592254788466218,0.0,0.3278479544158901,0.5774063489788396,0.0003333333333333333,0.0,0.038489815387274556,Other_Faults,Bumps
0,3,0,1011,0.5259056811449424,0.002361886407939039,9.090909090909092e-05,0.37291433690693665,0.037116643859914505,0.0007622951615938993,0.06084824742776412,Bumps,Bumps
0,3,0,1219,0.9586706200764796,0.0014513029401091442,0.0003167211328976035,0.024773175844057794,0.014387182855458721,0.0,0.000400997150997151,Bumps,Bumps
0,3,0,1232,0.7817478245242607,0.026267535466037863,9.090909090909092e-05,0.1893165263883204,0.002237335249425978,0.0,0.00033986928104575163,Bumps,Bumps
0,3,0,1772,0.08738428847727961,0.004071138071608038,0.028441144941609924,0.8224729673715171,0.0074179360376404845,0.021712810055152163,0.028499715045193528,Other_Faults,Other_Faults
0,3,0,1839,0.3040658728874909,0.009027458410419872,0.19756254634662118,0.4494227931709894,0.03139323291597616,0.007998942501731875,0.0005291537667698658,Other_Faults,Other_Faults
0,3,0,1278,0.3953750699492609,0.0005111989459815547,0.0071769540429259026,0.5614251734586345,0.026413674303772606,0.0,0.009097929299424918,Other_Faults,Other_Faults
0,3,0,1716,0.01642148428463517,0.0008014973262032086,0.07533767887157097,0.8891165502235661,0.003123617001659598,0.001557714591087858,0.013641457701276912,Other_Faults,Other_Faults
0,3,0,1328,0.021574380530090788,0.0008841286279366775,0.012480631513800345,0.9505150178689652,0.007778948941347253,0.0021237952968832822,0.004643097220976478,Other_Faults,Other_Faults
0,3,0,1927,0.0897044473734794,0.018527763390598945,0.012363726047447239,0.6403027105723285,0.11126099345384606,0.008256306287770071,0.11958405287452997,Other_Faults,Other_Faults
0,3,0,1777,0.044874717671929305,0.005163429172510519,0.24345335158203116,0.6326904518201213,0.010875828046038424,0.0033876017633960353,0.05955461994397397,Other_Faults,Other_Faults
0,3,0,1633,0.09338455039978234,0.006806893829933209,0.0,0.8369059143125592,0.03191490510842627,0.0026193394953020707,0.028368396853995816,Other_Faults,Other_Faults
0,3,0,1765,0.06022854424358592,0.035256573598820354,0.05814633046019995,0.8267830019962515,0.010580188356627844,0.0015955953995312798,0.007409765944982663,Other_Faults,Other_Faults
0,3,0,1683,0.050921620818779406,0.014755568158706179,0.0035527935777452317,0.561205506042511,0.3158941988587636,0.004766536331052461,0.04890377621244231,Other_Faults,Other_Faults
0,3,0,1483,0.024396907257336283,0.0024201827081850777,0.01249610185358866,0.9416380278798407,0.014823406449513181,0.0005918149796069707,0.0036335588719288,Other_Faults,Other_Faults
0,3,0,1332,0.21403203991456832,0.005565523865110437,0.009808982866417505,0.6141669650714152,0.11783328960368457,0.0027406656412107735,0.03585253303759338,Other_Faults,Other_Faults
0,3,0,1694,0.06429915499688725,0.0030444912425172375,0.14250444735285978,0.7078176948730673,0.03306519428514447,0.0055590761346517095,0.043709941114871545,Other_Faults,Other_Faults
0,3,0,1528,0.02106460407853684,0.03345643366911354,0.2946730743012705,0.6156846279188573,0.01920355892464578,0.004004550202233905,0.011913150905341776,Other_Faults,Other_Faults
0,3,0,1828,0.02400304335556657,0.011647470950102524,0.031816414401504615,0.9233626984002777,0.000927639378331978,0.006877943977986418,0.0013647895362291647,Other_Faults,Other_Faults
0,3,0,1364,0.07892106413686883,0.0023537602185816024,0.18625533351755685,0.6840128374364203,0.018432044367365015,0.0012093573988735276,0.02881560292433432,Other_Faults,Other_Faults
0,3,0,1375,0.021296749931990225,0.0,0.42455992258747155,0.5259966763627764,0.011826086956521733,0.0,0.01632056416123922,Other_Faults,Other_Faults
0,3,0,1270,0.03377024321638025,0.04610833778098532,0.03151891343054814,0.8119418260049713,0.06677271235268206,0.0011666666666666665,0.008721300547766061,Other_Faults,Other_Faults
0,3,0,1595,0.019371111316883745,0.04150842855337009,0.017324192621982044,0.8675351684384928,0.04456730087218804,0.000629532279314888,0.009064265917767813,Other_Faults,Other_Faults
0,3,0,1337,0.03418415200749892,0.011152108967743634,0.0265535814596265,0.9025697708954513,0.011094925951241733,0.003175613640907086,0.011269847077530025,Other_Faults,Other_Faults
0,3,0,1721,0.10268626502454617,0.05611879917982434,0.009908382637348261,0.6387112797035713,0.1768415714251515,0.0014248102466793168,0.014308891782879623,Other_Faults,Other_Faults
0,3,0,1640,0.23851262384266494,0.165517330673948,0.0033975862124509034,0.3357948791840459,0.2283697713240146,0.0022333277787875074,0.026174480984090177,Other_Faults,Other_Faults
0,3,0,1884,0.32341369653740587,0.2817194656669989,8.695652173913043e-05,0.3332488306966959,0.0597105357779986,0.0013088235294117646,0.0005116912697497405,Other_Faults,Other_Faults
0,3,0,1872,0.923705975983945,0.007949642565016821,0.0,0.06353877721170345,0.003945228378051143,0.0,0.0008603758612833023,Bumps,Other_Faults
0,3,0,1284,0.26766443998522216,0.015813638626506227,0.042917010363895426,0.572159377104162,0.09556983515503077,0.00039707184937996955,0.005478626915803033,Other_Faults,Other_Faults
0,3,0,1610,0.524037502898533,0.0009342630803731374,0.0,0.3861978809988286,0.08811757390207191,9.090909090909092e-05,0.0006218700292842168,Bumps,Other_Faults
0,3,0,1832,0.02530829461502836,0.011647470950102524,0.02510673688775589,0.9312848954704933,0.0009435123942049938,0.004538159795307503,0.0011709298871063578,Other_Faults,Other_Faults
0,3,0,1557,0.02955460533999333,0.0025087874480811075,0.16385785219362328,0.7315557783999047,0.004788676301142141,0.002834898464889802,0.06489940185236504,Other_Faults,Other_Faults
0,3,0,1856,0.025814652048734853,0.007917622993834722,0.003012885154061625,0.9470919154647953,0.011434810785459746,0.001751923076923077,0.002976190476190477,Other_Faults,Other_Faults
0,3,0,1395,0.12054595683359028,0.005352344141022467,0.3391746508127712,0.31326769666247456,0.2125489577518661,0.001168139317438055,0.007942254480838126,K_Scratch,Other_Faults
0,3,0,1499,0.15887381355460561,0.028083276812547606,0.017114751715642598,0.7544954229301548,0.022495942671304416,0.0008757424607269808,0.0180610498550176,Other_Faults,Other_Faults
0,3,0,1521,0.0824931077298945,0.0655339260213235,0.009043336794426513,0.5090175143667561,0.3286727420592846,0.0003333333333333333,0.004906039694980376,Other_Faults,Other_Faults
0,3,0,1417,0.22400769575689305,0.0005037121431644757,0.006467215873332916,0.7155144196903391,0.04481839199926939,0.0005279075102647187,0.008160657026734833,Other_Faults,Other_Faults
0,3,0,1411,0.6261409088616071,0.013332350651241037,0.002620183792815372,0.3255753706950873,0.03161283162804774,0.0,0.0007183543712014959,Bumps,Other_Faults
0,3,0,1369,0.14392205210442588,0.025087244737114246,0.0021896224380286806,0.6711566102108081,0.14995135599087756,0.0018872343482419006,0.005805880170504098,Other_Faults,Other_Faults
0,3,0,1448,0.6675229563249964,0.03898939067917234,0.0058024595900602076,0.27275883476912527,0.014415067368001487,0.0,0.0005112912686442098,Bumps,Other_Faults
0,3,0,1340,0.04382149654983931,0.010924983289843966,0.02185544536383568,0.8935241021223234,0.01363204748232468,0.0031982231089002287,0.013043702082932018,Other_Faults,Other_Faults
0,3,0,1301,0.01662979428024493,0.0034704441505736022,0.00010526315789473683,0.7593946973194878,0.21904701019282957,0.0,0.001352790898970865,Other_Faults,Other_Faults
0,3,0,1843,0.07459883406782546,0.036383349580203804,0.004378190480918676,0.7665196250824975,0.1095065483354183,0.00181063829719777,0.006802814155940107,Other_Faults,Other_Faults
0,3,0,1347,0.06322629814206394,0.009385815843064015,0.009822906035950735,0.18584652864051143,0.7216421590469977,0.0,0.010076292291412093,Pastry,Other_Faults
0,3,0,1524,0.029810775911472968,0.032153403909597186,0.30159105502939487,0.5398175802039362,0.058605895811835756,0.0037286881332683876,0.03429260100049389,Other_Faults,Other_Faults
0,3,0,1473,0.7117062411949892,0.0062919149030203955,0.0016013937642703863,0.2599742869970833,0.013435866565005441,0.006331635932691419,0.0006586606429405618,Bumps,Other_Faults
0,3,0,1695,0.19749380448689097,0.007689155431621263,0.011597981217903813,0.6991977202801317,0.012497137315858133,0.02088666453921571,0.05063753672837801,Other_Faults,Other_Faults
0,3,0,1371,0.07303280650036519,0.013122349564914045,0.004183506904646544,0.8686013357968214,0.0030238813967682424,0.014582395504205441,0.02345372433227867,Other_Faults,Other_Faults
0,3,0,1656,0.09442827870555795,0.03818898394935351,0.01785238155942918,0.5971324973253267,0.2173616115671191,0.0006616123642439432,0.034374634528970334,Other_Faults,Other_Faults
0,3,0,1500,0.09110254115460553,0.014783139390057298,0.1713288588332042,0.6803500974966328,0.013647301055744663,0.00017142857142857143,0.028616633498327704,Other_Faults,Other_Faults
0,3,0,1930,0.12841063819252668,0.000407469342251951,0.050096541469385615,0.7349255449388348,0.0009813159556146935,0.01585872570916483,0.06931976439222048,Other_Faults,Other_Faults
0,3,0,1619,0.5760228122335181,0.0007548858146684234,0.0002666666666666667,0.40867585690089464,0.007944544072413977,9.090909090909092e-05,0.00624432522092946,Bumps,Other_Faults
0,3,0,1563,0.13632343451515988,0.00014039408866995073,0.00023529411764705883,0.2463194315167782,0.00035919540229885057,0.0003756882063170096,0.6162465621531308,Z_Scratch,Other_Faults
0,3,0,1821,0.0989340014716453,0.05813799711150584,0.003544918199508341,0.21374207878012216,0.5452868315706286,0.003033496732026144,0.07732067613456427,Pastry,Other_Faults
0,3,0,1562,0.02700534802879424,0.011186842280228402,0.5715338146171087,0.30959126398402304,0.003103103682379049,0.01371171569577283,0.06386791171169297,K_Scratch,Other_Faults
0,3,0,1443,0.3761697121682397,0.005579297568849963,0.00044129554655870446,0.5669081484906628,0.04059793010255658,0.0010887941628264209,0.009214821960305843,Other_Faults,Other_Faults
0,3,0,1533,0.6164087988156693,0.0005820954644484057,0.004454073116376253,0.309108732458048,0.06603454944517831,0.00030000000000000003,0.003111750700280113,Bumps,Other_Faults
0,3,0,1815,0.20670852094279196,0.005371156455143394,0.0008464140818892902,0.2713234956777417,0.5116636272076579,0.00014451612903225807,0.0039422695057446215,Pastry,Other_Faults
0,3,0,1880,0.05703889322789982,0.0073723188926258,0.006824261303300874,0.9033863923679063,0.004722651497508139,0.010364636629581937,0.010290846081176723,Other_Faults,Other_Faults
0,3,0,1863,0.06540595656043371,0.0015496106785317018,0.24223493843468275,0.6476274057095011,0.00439018425121448,7.692307692307693e-05,0.03871498128871354,Other_Faults,Other_Faults
0,3,0,1932,0.10177629514587065,0.000407469342251951,0.04345446950940593,0.7800610063773459,0.0005739630144382227,0.010295445285112444,0.0634313513255747,Other_Faults,Other_Faults
0,3,0,1564,0.8330136899348828,0.0,8.695652173913043e-05,0.1564524946584184,0.0005109444047524543,0.0,0.009935914480207284,Bumps,Other_Faults
0,3,0,1859,0.6582833042152824,0.0010709018389964682,0.0018401094060812731,0.30489896713399883,0.01517811279702295,0.00019047619047619045,0.018538128418142265,Bumps,Other_Faults
0,3,0,1831,0.08278602482839023,0.026029063796728615,0.14641899520478452,0.6218168729048732,0.11805982458289453,0.002170375139303033,0.002718843543026846,Other_Faults,Other_Faults
0,3,0,1598,0.04985468411686581,0.06363987038912461,0.005613739159507813,0.8103560932116287,0.059896214712942465,0.0003333333333333333,0.010306065076598394,Other_Faults,Other_Faults
0,3,0,1486,0.09092773408885253,0.023274189981032842,0.0065291594699518965,0.8443398263664514,0.019442718923327554,0.0006348667384573967,0.014851504431925585,Other_Faults,Other_Faults
0,3,0,1449,0.2881267711210124,0.0007370530748450659,0.0,0.6478453245131519,0.044830761033722036,0.002080569240491614,0.016379521016775277,Other_Faults,Other_Faults
0,3,0,1583,0.03747233165131093,0.0034979562312139976,0.0008538613691090471,0.7825094411070083,0.17267347024612154,0.001074654377880184,0.0019182850173562248,Other_Faults,Other_Faults
0,3,0,1576,0.09211387913305893,0.00853636534881119,0.017125924711354355,0.7509875346837535,0.12113517549627885,0.001678228842631119,0.008422891784111456,Other_Faults,Other_Faults
0,3,0,1515,0.3726610018965843,0.0035500834977379597,0.024313198494935632,0.5741572667591277,0.005280315995328407,0.007344908646250098,0.012693224710035185,Other_Faults,Other_Faults
0,3,0,1612,0.8376441087755687,0.007056024320375699,0.0,0.1377445788427335,0.01728430234206067,0.0001111111111111111,0.00015987460815047023,Bumps,Other_Faults
0,3,0,1379,0.04929243958716265,0.0,0.08505928143745746,0.809919731305896,0.011826086956521733,0.0,0.04390246071296334,Other_Faults,Other_Faults
0,3,0,839,0.050981622776755824,0.6936545040889899,0.00011764705882352942,0.1192654296183734,0.1329221236361535,0.00040681003584229394,0.002651862785061793,Dirtiness,Dirtiness
0,3,0,848,0.01561581369795619,0.7974641714138893,0.0,0.09014817189411714,0.09221848444974196,6.451612903225807e-05,0.004488842415263929,Dirtiness,Dirtiness
0,3,0,850,0.08470961988329545,0.5424716354604,0.012285327635327633,0.17071035506889537,0.11400572004478982,0.005894764203970736,0.06992257770332024,Dirtiness,Dirtiness
0,3,0,834,0.27315197151871784,0.2737840720255596,8.695652173913043e-05,0.39846088250437145,0.05287033737846021,0.0014338235294117647,0.00021195652173913043,Other_Faults,Dirtiness
0,3,0,864,0.058144577571835006,0.7165222771040816,0.00035647265077138853,0.11300553826378877,0.10982281907590996,0.000560433224248091,0.001587882109365485,Dirtiness,Dirtiness
0,3,0,527,0.003125,0.0,0.9445975415070232,0.046902458492975786,0.001375,0.0,0.004,K_Scratch,K_Scratch
0,3,0,703,0.0,0.0,0.8702210626031381,0.12932060406353027,0.0003333333333333333,0.0,0.000125,K_Scratch,K_Scratch
0,3,0,533,0.0698657761949587,0.005062708384728845,0.28957002692930633,0.6102614364866192,0.003669476452788473,0.004135342426825803,0.017435233124772024,Other_Faults,K_Scratch
0,3,0,677,0.0,0.0,0.9625896049990874,0.037410395000912255,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,737,0.1046383976059415,0.019122334994688104,0.08332619546207432,0.5910096417478045,0.15249207829788303,0.009126601419773445,0.04028475047183483,Other_Faults,K_Scratch
0,3,0,617,0.0,0.0,0.995,0.005,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,591,0.044128488229147465,0.0,0.5268126805581167,0.3862608027537034,0.0,0.0,0.042798028459032515,K_Scratch,K_Scratch
0,3,0,454,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,595,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,353,0.0006880559720139931,0.0,0.8742088108654362,0.10654053274233317,0.018562600420219996,0.0,0.0,K_Scratch,K_Scratch
0,3,0,512,0.0017536231884057968,0.0,0.9850020614692652,0.00911569215392304,0.001375,0.0,0.002753623188405797,K_Scratch,K_Scratch
0,3,0,648,0.0,0.0,0.997,0.003,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,560,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,575,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,461,0.0005036231884057971,0.0,0.9877391304347827,0.008128623188405798,0.0015,0.0,0.002128623188405797,K_Scratch,K_Scratch
0,3,0,348,0.03286374731398065,0.0007205882352941176,0.681950342242675,0.2614292277470213,0.015561544324336315,0.006842093996344831,0.0006324561403508772,K_Scratch,K_Scratch
0,3,0,401,0.0035,0.0,0.9925,0.0,0.0,0.0,0.004,K_Scratch,K_Scratch
0,3,0,701,0.0,0.0,0.9803336526181345,0.019666347381864607,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,643,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,626,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,695,0.0,0.0,0.9882875999865556,0.011712400013443558,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,411,0.0010036231884057972,0.0,0.9852391304347826,0.009628623188405797,0.0015,0.0,0.002628623188405797,K_Scratch,K_Scratch
0,3,0,358,0.018318911410743273,0.0,0.6914892148842509,0.275392188664198,0.012597222222222221,0.0014301845438504663,0.0007722782747382289,K_Scratch,K_Scratch
0,3,0,384,0.286113647983282,0.00045310633213859017,0.11067930923198822,0.5378518420416984,0.06185321113469061,0.002541685952827929,0.000507197323373794,Other_Faults,K_Scratch
0,3,0,389,0.14432324725188575,0.03612501412435591,0.015145305261591694,0.5044428345462392,0.27212648844137227,0.0,0.02783711037455539,Other_Faults,K_Scratch
0,3,0,711,0.019760039753847793,0.0,0.9210916345470826,0.03941804784998282,0.0006011904761904762,0.0,0.019129087372895415,K_Scratch,K_Scratch
0,3,0,387,0.28533564922192406,0.0003790322580645161,0.10703681010458199,0.5431860714374602,0.06120527483466451,0.002541685952827929,0.00031547619047619046,Other_Faults,K_Scratch
0,3,0,650,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,431,0.0005036231884057971,0.0,0.9968641304347826,0.0012536231884057972,0.0,0.0,0.001378623188405797,K_Scratch,K_Scratch
0,3,0,587,0.034397708200756126,0.009435972336412437,0.7112980601046945,0.229001978445938,0.0060135070939854015,0.005931555770411528,0.003921218047803142,K_Scratch,K_Scratch
0,3,0,599,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,614,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,638,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,451,0.00125,0.0,0.9975,0.0,0.0,0.0,0.00125,K_Scratch,K_Scratch
0,3,0,592,0.0,0.0,0.999375,0.000625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,642,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,375,0.0009010994502748626,0.0,0.9590406459683847,0.036517876383346914,0.0033403781979977755,0.0002,0.0,K_Scratch,K_Scratch
0,3,0,518,0.044128488229147465,0.0,0.5212693087000896,0.39167917461173046,0.000125,0.0,0.042798028459032515,K_Scratch,K_Scratch
0,3,0,535,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,27,0.18655770849982567,0.10883715068896332,0.007123967827580737,0.227924218668768,0.4655379855998763,0.00023142857142857142,0.003787540143558451,Pastry,Pastry
0,3,0,33,0.1445748928162193,0.012546284668050705,0.01140571433768566,0.29042043329166567,0.5357690655036759,0.00024233766233766233,0.0050412717203654625,Pastry,Pastry
0,3,0,137,0.1455325341135451,0.021536520012032538,0.009488652824569684,0.20967007071170857,0.5885341112145378,0.0019462078583555662,0.02329190326525056,Pastry,Pastry
0,3,0,47,0.28127261582140567,0.01108988256084164,0.001636427006733912,0.252168374278998,0.45118087884490093,8e-05,0.0025718214871217316,Pastry,Pastry
0,3,0,132,0.03916778947866224,0.0014404232804232807,0.0035311925982514235,0.07548126869625921,0.8800449663404927,0.0,0.00033435960591133006,Pastry,Pastry
0,3,0,88,0.19065758732677796,0.10318484048500623,0.005668706408349927,0.2504975374906955,0.38756693269968995,0.002128591759284359,0.0602958038301958,Pastry,Pastry
0,3,0,68,0.1760833025142904,0.014563290883118746,0.00040753623188405797,0.533770361099918,0.27072556233524964,0.0,0.004449946935538784,Other_Faults,Pastry
0,3,0,73,0.15275311581916826,0.0021717475965090274,0.0,0.5399051788495908,0.3015818416189492,6.451612903225807e-05,0.003523599986750873,Other_Faults,Pastry
0,3,0,93,0.30812484788491495,0.017927343414278755,0.060458051058107545,0.4961553637809667,0.11174986206706623,0.0007248875562218891,0.004859644238444397,Other_Faults,Pastry
0,3,0,21,0.05680011115968391,0.001782993048849556,0.014258183869529536,0.45752773160473464,0.4654753460806597,0.0003214285714285714,0.003834205665113984,Pastry,Pastry
0,3,0,59,0.20411753845340663,0.0042516397684315595,0.012403011322594835,0.2923501864458159,0.4489323499015953,0.0035004114325954557,0.03444486267556003,Pastry,Pastry
0,3,0,24,0.029408377159869825,0.013936231922709976,0.01887595807830563,0.7548831257397262,0.1561837707805164,0.003241544011544013,0.023470992307328423,Other_Faults,Pastry
0,3,0,127,0.03713689953455232,0.007648395768585118,0.0013968521794682784,0.40009816267836884,0.5510416235046628,0.0,0.002678066334362606,Pastry,Pastry
0,3,0,26,0.0935108177649395,0.019844128735888103,0.002931446789631374,0.4335334871041256,0.4445367893796707,0.0,0.005643330225744808,Pastry,Pastry
0,3,0,94,0.17236282934437053,0.008387354252166846,0.06478566229137911,0.6415392396747304,0.10782083667415426,0.0011178281149120267,0.003986249648285101,Other_Faults,Pastry
0,3,0,104,0.02758962963951269,0.003183796127655973,0.0015470292451177008,0.16442914235851552,0.7968056706223686,0.0,0.006444732006829635,Pastry,Pastry
0,3,0,320,0.0055542283127172735,0.0,0.0,0.3972448059345954,0.0,0.0,0.5972009657526893,Z_Scratch,Z_Scratch
0,3,0,308,0.006655208704874135,0.0,0.0,0.3985800262045215,0.0020882352941176473,0.0,0.5926765297964884,Z_Scratch,Z_Scratch
0,3,0,261,0.0005,0.0,0.0,0.0026029411764705883,0.0003602941176470588,0.0,0.9965367647058824,Z_Scratch,Z_Scratch
0,3,0,194,0.00047291021671826627,0.0,0.0,0.0026709236326109393,0.0008969298245614035,0.0,0.9959592363261094,Z_Scratch,Z_Scratch
0,3,0,328,0.016332846045351776,0.0,0.0006666666666666666,0.40029276434955186,0.0014434584178498987,0.0,0.5812642645205813,Z_Scratch,Z_Scratch
0,3,0,174,0.0,0.0,0.0,0.01649132944309283,0.00031854838709677416,0.0,0.9831901221698107,Z_Scratch,Z_Scratch
0,3,0,258,0.00036764705882352946,7.692307692307693e-05,0.0,0.007551052157835838,0.0012524322483335765,0.0,0.9907519454580839,Z_Scratch,Z_Scratch
0,3,0,333,0.13497624585931664,0.000611975986975987,0.17517053254091478,0.5180709255015111,0.0031506897800722485,0.02094842617653018,0.14707120415467945,Other_Faults,Z_Scratch
0,3,0,298,0.0002426470588235294,0.0,0.0006666666666666666,0.012976301555104803,0.0004779411764705882,0.0,0.9856364435429346,Z_Scratch,Z_Scratch
0,3,0,336,0.0944340551985635,0.002296301122065206,0.13630050493933218,0.6376010568478646,0.008975200048726893,0.016615842078393953,0.10377703976505412,Other_Faults,Z_Scratch
0,3,0,190,0.0005,0.0,0.0,0.002061159844054581,0.0,0.0,0.9974388401559454,Z_Scratch,Z_Scratch
0,3,0,315,0.0060300903816827905,0.0,0.0,0.3958142991119833,0.0009655172413793104,0.0,0.5971900932649564,Z_Scratch,Z_Scratch
0,3,0,310,0.006536113292639288,0.0,0.0,0.39461542100369246,0.0021158440387649313,0.0,0.596732621664905,Z_Scratch,Z_Scratch
0,3,0,202,0.0030701433240120017,0.0003344988344988345,0.0,0.022854019325422168,0.004694527826241822,0.0,0.9690468106898253,Z_Scratch,Z_Scratch
0,3,0,317,0.0060300903816827905,0.0,0.0,0.3959254102230944,0.0009655172413793104,0.0,0.5970789821538454,Z_Scratch,Z_Scratch
0,3,0,244,0.03993915356957849,0.0007684826667585288,0.0,0.08186485053084602,0.008213675610555754,0.0006308906098590715,0.8685829470124019,Z_Scratch,Z_Scratch
0,3,0,206,0.07065338709861828,0.00020500000000000002,0.20129346852547747,0.08179207080963516,0.21245162023286507,0.0,0.4336044533334021,Z_Scratch,Z_Scratch
0,3,0,288,0.004372473604826546,0.0,0.0,0.01439082453494218,0.0036292106586224234,0.0,0.9776074912016086,Z_Scratch,Z_Scratch
0,3,0,301,0.03894278584761407,0.0029863372589179044,0.0005535714285714286,0.12260789226506742,0.0008784936196700902,0.00033529411764705885,0.8336956254625116,Z_Scratch,Z_Scratch
0,3,0,798,0.0027955263157894736,0.000125,0.03427529177718833,0.007142602959653776,0.000125,0.954676052631579,0.0008605263157894737,Stains,Stains
0,3,0,769,0.05153571428571428,0.0,0.015918650793650787,0.22820436507936512,0.0,0.7043412698412698,0.0,Stains,Stains
0,3,0,771,0.054125,0.0,0.0,0.209125,0.0,0.73675,0.0,Stains,Stains
0,3,0,768,0.054125,0.0,0.0,0.208875,0.0,0.737,0.0,Stains,Stains
0,3,0,796,0.09895223125600967,0.05467120839663125,0.10458888740271621,0.6554852833237523,0.0005551810560884971,0.07835521008062919,0.007391998484173533,Other_Faults,Stains
0,3,0,784,0.001125,0.0,0.0,0.0015,0.0,0.997375,0.0,Stains,Stains
0,3,0,793,0.0057708946560970234,0.003425179513009898,0.05887170041609814,0.05238060397731484,0.0003971388918543824,0.8781978149815749,0.000956667564050792,Stains,Stains
0,4,0,1048,0.6360239918485026,0.001367965885862099,0.0,0.3069408348761436,0.03782100463069733,0.0,0.017846202758794307,Bumps,Bumps
0,4,0,1237,0.38994900447211484,0.0015909090909090907,9.090909090909092e-05,0.4639064298901859,0.021317732503301212,0.0011986215538847117,0.12194639339869344,Other_Faults,Bumps
0,4,0,1181,0.18439405780085005,0.009169970548000964,0.0033890155106793478,0.26087093868051575,0.535319144228703,0.0,0.006856873231251499,Pastry,Bumps
0,4,0,915,0.9438650259887119,0.0005404945931261721,0.0,0.0373881576796097,0.018206321738552158,0.0,0.0,Bumps,Bumps
0,4,0,1116,0.3656883436976177,0.029115244665648292,0.01071488862082655,0.5117336177296223,0.043247299971861976,0.017811806358974603,0.02168879895544772,Other_Faults,Bumps
0,4,0,1184,0.8138412507032868,0.012005680827825303,0.0,0.170175948179883,0.0017421214671639118,0.0,0.0022349988218409267,Bumps,Bumps
0,4,0,1164,0.5770552987734062,0.0010942307692307694,0.0002580411474934802,0.40700391542474373,0.0007789143575050157,0.0,0.013809599527620018,Bumps,Bumps
0,4,0,1208,0.9123976351022807,0.004072796304393798,0.0,0.07844680651208169,0.0004884816462736374,0.0001111111111111111,0.004483169323859374,Bumps,Bumps
0,4,0,1217,0.9141155795207413,0.003527076166847565,0.0,0.08036683868113176,0.00047862745098039216,0.0,0.001511878180299233,Bumps,Bumps
0,4,0,882,0.6343150637357855,0.0012858974358974358,0.0,0.35595163010922054,0.0013156128399540224,0.00012903225806451613,0.0070027636210768995,Bumps,Bumps
0,4,0,1215,0.7062151367176605,0.012918196363206243,0.000369047619047619,0.25036201417773374,0.0027357510356907353,0.004291843422537671,0.023108010664123258,Bumps,Bumps
0,4,0,1185,0.8169240352014668,0.012334298446751848,0.0,0.16666649538051545,0.001548261818041105,0.0,0.002526909153224942,Bumps,Bumps
0,4,0,989,0.35508896066492657,0.007117996924258022,0.0,0.6004490627445571,0.026757946642582794,0.000125,0.010461033023676233,Other_Faults,Bumps
0,4,0,870,0.3808034820453751,0.027644757166301763,0.005717506336580669,0.4917359006617454,0.06155543490883521,0.03026561136333928,0.002277307517825171,Other_Faults,Bumps
0,4,0,1212,0.9447944774075747,0.004589178577706386,0.0,0.049809200368276976,0.0006487585532746822,0.0,0.00015838509316770186,Bumps,Bumps
0,4,0,940,0.8390004869784887,0.0023129750554364862,0.0,0.09260256015181044,0.06201000200858215,0.0,0.0040739758056820875,Bumps,Bumps
0,4,0,941,0.6383028770417705,0.0,0.003300613719750769,0.2876380676419362,0.06729297677477362,0.0011352898550724636,0.0023301749666962183,Bumps,Bumps
0,4,0,935,0.33352201884179233,0.007237726353819407,0.00815849153304611,0.3223995397031258,0.3184096798383423,0.0,0.010272543729874142,Bumps,Bumps
0,4,0,991,0.7209262175065224,0.051593274193044346,0.0,0.19039630144942893,0.024768743083136983,0.0,0.01231546376786547,Bumps,Bumps
0,4,0,900,0.9325325447915412,0.0,0.0,0.040877333969240516,0.02638810103719781,0.0,0.00020202020202020202,Bumps,Bumps
0,4,0,926,0.614016482583196,0.0009508309403961577,0.0,0.25346180154221676,0.12703081936500193,0.0,0.004540065569189361,Bumps,Bumps
0,4,0,897,0.9554010306574682,0.0,0.0,0.029133855786637578,0.015125719616499967,9.090909090909092e-05,0.00024848484848484845,Bumps,Bumps
0,4,0,1245,0.699183844157082,0.00671970216190606,0.0048126718011112105,0.2261494634054006,0.0445565365577828,0.016769512440343998,0.0018082694763729248,Bumps,Bumps
0,4,0,1243,0.48007057440589385,0.0008187002652519894,0.007642518953464972,0.478226907897192,0.02756672801337047,0.0018334310452820858,0.003841139419544734,Bumps,Bumps
0,4,0,1221,0.24410073772583632,0.12251727671576924,0.021301192203610826,0.48390580565601504,0.09069614670875971,0.004150867075073564,0.03332797391493549,Other_Faults,Bumps
0,4,0,1019,0.5619603397250267,0.008926176833368556,0.0,0.4195510485258078,0.003986565547926778,0.0,0.00557586936786978,Bumps,Bumps
0,4,0,1264,0.5680724923830672,0.0027119565217391304,0.0,0.3290210819677402,0.05169463437146811,0.0011457616743006942,0.047354073081684225,Bumps,Bumps
0,4,0,1190,0.6225877147320271,0.012898073752429426,0.008041806939200476,0.27666455648564403,0.053555531616387646,0.014424714617460251,0.011827601856852738,Bumps,Bumps
0,4,0,1095,0.18464860326703314,0.031975321386060504,0.04563606097365653,0.3997738838550413,0.2970553397582242,0.0012672312470138557,0.03964355951297056,Other_Faults,Bumps
0,4,0,950,0.4156168625185403,0.0014207768974407343,0.0,0.5447224292224984,0.03359723651483915,8.695652173913043e-05,0.00455573832494295,Other_Faults,Bumps
0,4,0,1097,0.36865978435706476,0.021062381831608804,0.02969983709737768,0.5140334433734665,0.04601811270196225,0.003994327939800598,0.01653211269871993,Other_Faults,Bumps
0,4,0,1172,0.8143170871533958,0.0,0.0,0.17990076354181392,0.00217861387339316,0.00012903225806451613,0.0034745031733331593,Bumps,Bumps
0,4,0,1240,0.6568704448739726,0.016615732622909697,0.003558372797278409,0.2600784405061952,0.04372191406663046,0.01316564024109326,0.005989454891919769,Bumps,Bumps
0,4,0,1156,0.51683971815091,0.007749467830073259,0.0078787785229509,0.4242844169481356,0.030949392971611547,0.001100182778241249,0.011198042798076967,Bumps,Bumps
0,4,0,1155,0.7008479832985086,0.005342758041279562,0.09642857142857149,0.19162962935621325,0.002300694928827921,0.0,0.003450362946598874,Bumps,Bumps
0,4,0,1249,0.6423315725227824,0.0010002776793099372,0.004181851254128415,0.2775005852981153,0.05654191335832807,0.01254332381572251,0.005900476071613074,Bumps,Bumps
0,4,0,1022,0.5891158476875632,0.012236216609402766,0.0003809523809523809,0.39220238833474946,0.0035233557935948094,0.0,0.002541239193737067,Bumps,Bumps
0,4,0,1258,0.5900185846880923,0.016290377238563875,0.0,0.3734332974653359,0.017331410751156132,0.0,0.002926329856850833,Bumps,Bumps
0,4,0,1091,0.42996596812251486,0.0028248482612334602,0.08441606315349229,0.41575943359452416,0.03463977201663153,0.021049311925727836,0.011344602925877351,Bumps,Bumps
0,4,0,1260,0.6297292438646513,0.018552199874731973,0.0,0.3376263162503095,0.010950315185488333,0.0,0.0031419248248177175,Bumps,Bumps
0,4,0,1885,0.22322443143446524,0.0084340158333613,0.0,0.567117720856431,0.19440396437628069,0.0008311890838206627,0.005988678415642501,Other_Faults,Other_Faults
0,4,0,1669,0.31853086509231154,0.0005762032085561497,0.0001575757575757576,0.5842609865804376,0.011131476741321682,0.00019166666666666665,0.08515122595312961,Other_Faults,Other_Faults
0,4,0,1468,0.3181755755833179,0.008811643617539845,0.09533465428514222,0.5079986577750616,0.06250061907989693,0.006382975758385726,0.0007958739006565093,Other_Faults,Other_Faults
0,4,0,1639,0.4314327898022228,0.004091415163884052,7.142857142857142e-05,0.5119962998714753,0.028390272267843773,0.003601367127496159,0.020416427195649983,Other_Faults,Other_Faults
0,4,0,1522,0.13996560863162838,0.03710354312830392,0.015109407691399691,0.4788145979408434,0.31145891074435317,0.0014269599071432021,0.01612097195632891,Other_Faults,Other_Faults
0,4,0,1327,0.09472495808008,0.008305967857065168,0.033132165778794624,0.7478151299909421,0.07773371827005086,0.00039535224943359587,0.03789270777363219,Other_Faults,Other_Faults
0,4,0,1621,0.23082187647321625,0.002337840381594947,0.023990269819981883,0.5985531585923579,0.12322086419829692,0.0015093382634196097,0.019566652271132048,Other_Faults,Other_Faults
0,4,0,1430,0.44329859781865216,0.001395751700685287,0.0,0.49183010007256356,0.008664986861601743,0.0010962039752362332,0.05371435957126135,Other_Faults,Other_Faults
0,4,0,1323,0.19089186725744306,0.006267698987757584,0.009563236682215476,0.4762177933773026,0.28852097875280186,0.0,0.028538424942479795,Other_Faults,Other_Faults
0,4,0,1818,0.12759141463358478,0.2164966785115733,0.0070014803596389705,0.3599620710361942,0.24913482687484348,0.00046963865442126314,0.039343889929743775,Other_Faults,Other_Faults
0,4,0,1516,0.17665670207518136,0.17328649594891574,0.03471757069053098,0.35326819405877097,0.17087694503440218,0.000375,0.09081909219219977,Other_Faults,Other_Faults
0,4,0,1750,0.02781547619047619,0.0,0.0,0.21441873531021605,0.0,0.0,0.7577657884993076,Z_Scratch,Other_Faults
0,4,0,1597,0.08356053161329174,0.09811200488074703,0.02270337544691978,0.6867823954786982,0.09823895863402278,0.0006951310184068804,0.00990760292791428,Other_Faults,Other_Faults
0,4,0,1764,0.09291224622279487,0.03037404584868024,0.05962665753681377,0.8008913368437703,0.007820254557143582,0.004367488976013221,0.0040079700147831404,Other_Faults,Other_Faults
0,4,0,1508,0.11731544173027016,0.012787147001601547,0.012684300128467286,0.7253842559781121,0.09356996013044032,0.0074415366220454355,0.030817358409062093,Other_Faults,Other_Faults
0,4,0,1544,0.2367650033150419,0.009724459281688386,0.03178510868540358,0.6651950123733414,0.018876598044970633,0.010320233765684536,0.02733358453386639,Other_Faults,Other_Faults
0,4,0,1403,0.4871165414595751,0.02902340212503826,0.01348517777852321,0.3703024046550801,0.09435171893500584,0.0033329277888247207,0.0023878272579551064,Bumps,Other_Faults
0,4,0,1330,0.02358359168354346,0.0,0.03134839323455278,0.907283254577135,0.002862916888180046,0.011913181859359528,0.02300866175722937,Other_Faults,Other_Faults
0,4,0,1836,0.03715405591840935,0.007324589798857042,0.036356703505865,0.9057574240994923,0.007526893719932509,0.002911015925532055,0.002969317031911779,Other_Faults,Other_Faults
0,4,0,1539,0.30882238466242284,0.018096971546570965,0.032905735344541755,0.5343722323395363,0.046641514132652585,0.031911276899771746,0.02724988507450383,Other_Faults,Other_Faults
0,4,0,1835,0.22709632954806735,0.012091982408299578,0.26866198603021924,0.42654295104604006,0.03749761706064529,0.027897177384990698,0.00021195652173913043,Other_Faults,Other_Faults
0,4,0,1572,0.17073929797402082,0.00827014762005577,0.0018290130956011522,0.2509825413001977,0.5647787525693461,0.0,0.0034002474407790946,Pastry,Other_Faults
0,4,0,1790,0.44766676510403086,0.10935667498164198,0.0013103129390234414,0.39794972270985096,0.02478342302446491,0.0019936114102700794,0.016939489830718434,Bumps,Other_Faults
0,4,0,1581,0.057008761622770375,0.0026733252785670846,0.005816218111945248,0.7857895908950435,0.14675902491278914,0.0012258064516129025,0.0007272727272727273,Other_Faults,Other_Faults
0,4,0,1898,0.02382578762825579,0.005906183958860304,0.00032025641025641027,0.9583566304418966,0.0021964769514161,0.007778508798331557,0.001616155810983397,Other_Faults,Other_Faults
0,4,0,1780,0.07452060266277549,0.012495995508247315,0.214622795951542,0.688695017754979,0.0005389433551198258,0.005517804639828956,0.0036088401275068396,Other_Faults,Other_Faults
0,4,0,1690,0.05889267112957897,0.0009898502946329034,0.15097916740272296,0.7148957631929678,0.039438645187656544,0.0007157894736842105,0.034088113318756705,Other_Faults,Other_Faults
0,4,0,1475,0.34660806085639245,0.002345348897949215,0.04635134479749053,0.5441408121226813,0.026068700098734493,0.022731884635161348,0.011753848591589745,Other_Faults,Other_Faults
0,4,0,1823,0.2084127718283882,0.00013793103448275863,0.0001111111111111111,0.5109399646306022,0.005002835520172982,0.0021104485068881348,0.2732849373683565,Other_Faults,Other_Faults
0,4,0,1922,0.04194888445827566,0.003234219023612811,0.0709243945655629,0.7712669587985034,0.0023074448327476274,0.0072902291504837406,0.10302786917081401,Other_Faults,Other_Faults
0,4,0,1713,0.2334571658069126,0.030943274263293182,0.040145278501490286,0.6080485131365518,0.07409400645400697,0.00460598299904502,0.008705778838701168,Other_Faults,Other_Faults
0,4,0,1552,0.5726400653367264,0.013479822350096538,0.05391147250251464,0.28190618654719485,0.022219537180175043,0.052139451889211715,0.003703464194082042,Bumps,Other_Faults
0,4,0,1276,0.0,0.0,0.984,0.016,0.0,0.0,0.0,K_Scratch,Other_Faults
0,4,0,1419,0.23326839546292857,0.0,0.0,0.13941629361270497,0.007764331630825877,0.00043327924273157536,0.6191177000508088,Z_Scratch,Other_Faults
0,4,0,1662,0.3681432797074773,0.05372924139291165,0.001459389340729719,0.3783158313523304,0.17914717650586948,0.006046384432760675,0.013158697267920285,Other_Faults,Other_Faults
0,4,0,1827,0.2642867748084557,0.011471425120772955,0.20827328907646547,0.41988092684693523,0.048958235950353306,0.0393271621615099,0.007802186035508369,Other_Faults,Other_Faults
0,4,0,1469,0.3205485576922735,0.018484516656915778,0.09038932029604754,0.4937866734855242,0.05789928610388205,0.01866657454028671,0.00022507122507122506,Other_Faults,Other_Faults
0,4,0,1744,0.034794319049347475,0.0003790322580645161,0.06598898844226513,0.8405223625805328,0.0123841062106327,0.008343386537722102,0.03758780492143532,Other_Faults,Other_Faults
0,4,0,1489,0.1414595350448802,0.008503633088818435,0.005323796169879089,0.7635531788326894,0.06393350458605773,0.0018845822104896512,0.015341770067186929,Other_Faults,Other_Faults
0,4,0,1918,0.09667583619506451,0.0017909681435298135,0.03505253823914357,0.8237518831916089,0.009896285101175564,0.0058393881347057345,0.026993100994772038,Other_Faults,Other_Faults
0,4,0,1900,0.06566400451637126,0.003708161409491332,0.0003478260869565217,0.9053336152896129,0.009995277238937608,0.013090372293542322,0.00186074316508688,Other_Faults,Other_Faults
0,4,0,1670,0.28123475992534946,0.07114841391589441,0.0006105209605209605,0.610956072641596,0.013684468744065589,0.0006590928486089776,0.021706670963964038,Other_Faults,Other_Faults
0,4,0,1579,0.06321967326015258,0.004297975138511063,0.005816218111945248,0.7826509990946868,0.14206205521581944,0.0012258064516129025,0.0007272727272727273,Other_Faults,Other_Faults
0,4,0,1269,0.2610203377039061,0.05489814516305429,0.0031940190004076958,0.4314603196449934,0.20974257754760134,0.0028641809008038244,0.03682042003923418,Other_Faults,Other_Faults
0,4,0,1525,0.1600894528347278,0.04836539960357026,0.013277444709536904,0.47819997657944513,0.2784499903750093,0.0024163934046801477,0.019201342493031532,Other_Faults,Other_Faults
0,4,0,1358,0.0649281288493403,0.0032138796002647995,0.6104551181274945,0.29327269513230697,0.011514550091799393,0.002148622913982688,0.014467005284812108,K_Scratch,Other_Faults
0,4,0,1433,0.7756907608657018,0.01796269450491934,0.0,0.18539364768063324,0.018374991463969287,6.666666666666667e-05,0.0025112388181078886,Bumps,Other_Faults
0,4,0,1560,0.03776168362081675,0.0,0.0081641604010025,0.012730121873310735,0.00016666666666666666,0.9411773674382038,0.0,Stains,Other_Faults
0,4,0,1847,0.1911300699185576,0.05271696971145556,0.00764443197608715,0.552820731728087,0.14647069445972483,0.0012229012221999598,0.04799420098388938,Other_Faults,Other_Faults
0,4,0,1723,0.035238625598526495,0.015066050930553162,0.03825634982075171,0.8765310673049527,0.015218571127909098,0.001369527186086659,0.01831980803122028,Other_Faults,Other_Faults
0,4,0,1926,0.3097977724575165,0.0188945926999623,0.029946193715125583,0.537938900365064,0.08191482113975915,0.0013730362037288036,0.020134683418844005,Other_Faults,Other_Faults
0,4,0,1933,0.07952346674838572,0.0012141006143424205,0.10530710477651731,0.7690076251232675,0.004828457107538453,0.015192057531339155,0.02492718809860891,Other_Faults,Other_Faults
0,4,0,1426,0.47930746177897643,0.0007592525992525992,0.0008809523809523809,0.45437754925329865,0.008324741844467886,0.004327987250292751,0.05202205489276003,Bumps,Other_Faults
0,4,0,1875,0.24746267434109573,0.22343371663604797,0.0009501186616703858,0.4968363730822549,0.02968337072999135,0.0009751062260653054,0.0006586403228752642,Other_Faults,Other_Faults
0,4,0,1568,0.5811024704570794,0.006962105867659836,0.0,0.3865986913193725,0.004466802719012459,0.0,0.02086992963687544,Bumps,Other_Faults
0,4,0,1631,0.3080465978663917,0.006037408626897293,0.0,0.5013932649371373,0.17769898481257115,0.0009026176552492341,0.0059211261017549045,Other_Faults,Other_Faults
0,4,0,1488,0.16322971017915194,0.006855697978927889,0.0057424458842503445,0.7543033723431801,0.05334536269323857,0.001240873015873016,0.015282537905379093,Other_Faults,Other_Faults
0,4,0,1548,0.5893098007395815,0.0137305296433655,0.054662200406629634,0.26450386973081147,0.026100689684946627,0.049921784528713174,0.0017711252659536414,Bumps,Other_Faults
0,4,0,1894,0.17566029760023383,0.004863430810015242,0.0,0.7806272105733865,0.000877470261285128,0.0016270265718058587,0.03634456418327371,Other_Faults,Other_Faults
0,4,0,1474,0.5407723348998583,0.001034689045055636,0.003329073919497491,0.4099526074154082,0.03881534928198814,0.001823136927635027,0.004272808510557541,Bumps,Other_Faults
0,4,0,1672,0.6215344108432181,0.018597086837103843,0.0,0.3391933466267436,0.01794705629785816,0.0,0.002728099395075479,Bumps,Other_Faults
0,4,0,1289,0.06704270486780053,0.02135129341918629,0.12036015912445999,0.4000491637084452,0.3416262098534911,0.0,0.04957046902661674,Other_Faults,Other_Faults
0,4,0,1655,0.23309927718531293,0.05903793328181527,0.0013046035805626597,0.502524583959013,0.17064832132726002,0.0026979469846153273,0.03068733368142174,Other_Faults,Other_Faults
0,4,0,1909,0.040927943042874726,0.002485171699864354,0.04411887914118143,0.8546790482410977,0.0030374242588701544,0.006086130432604135,0.04866540318350744,Other_Faults,Other_Faults
0,4,0,1693,0.03813446293152226,0.00791685207156689,0.005227745452853392,0.5207993993864581,0.4022459050633845,0.0004048265460030166,0.025270808548210434,Other_Faults,Other_Faults
0,4,0,1482,0.029448485103210503,0.002599230327116383,0.007559715287286997,0.7475346446919506,0.20183167753212847,0.0,0.011026247058304366,Other_Faults,Other_Faults
0,4,0,1493,0.20470653539193212,0.005474488802096867,0.02285273866651239,0.6604826195839361,0.09248486819083682,0.0002359447004608295,0.013762804664226252,Other_Faults,Other_Faults
0,4,0,1728,0.06349603775637752,0.018686677532653545,0.018369568018071762,0.8429210516615877,0.024304759630720794,0.022041139482847437,0.01018076591774133,Other_Faults,Other_Faults
0,4,0,851,0.025208088481002085,0.7537659172587408,0.013540879009499416,0.09768689210264975,0.1021600400463181,0.0,0.0076381831017891585,Dirtiness,Dirtiness
0,4,0,811,0.3349865552325365,0.13805448139506676,0.014035734159077407,0.34058454218898065,0.15888676128052545,0.0018194444444444447,0.01163248129936977,Other_Faults,Dirtiness
0,4,0,843,0.08494058548021859,0.5840573677536557,6.666666666666667e-05,0.14155439912731793,0.18824609226570002,0.0,0.0011348887064404306,Dirtiness,Dirtiness
0,4,0,845,0.025368481453808992,0.8267267612735144,0.00331340852130326,0.06387723601908801,0.07355113135827748,0.0,0.007162981374006785,Dirtiness,Dirtiness
0,4,0,844,0.0685470527000484,0.6206475932661154,0.003931766009225966,0.14272449901500792,0.15198832782281527,0.0007055555555555556,0.011455205631231043,Dirtiness,Dirtiness
0,4,0,713,0.039762975052721326,0.0,0.8500012238076019,0.07419519450800914,0.0,0.0,0.036040606631668685,K_Scratch,K_Scratch
0,4,0,521,0.0,0.0,0.998125,0.001875,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,687,0.000875,0.0,0.9673286656891495,0.03179633431085044,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,511,0.002583333333333333,0.0,0.9924765151515152,0.0021484848484848488,0.0,0.0,0.002791666666666667,K_Scratch,K_Scratch
0,4,0,372,0.0011826965305226172,0.0,0.9460515414556692,0.047103749204390456,0.005662012809421043,0.0,0.0,K_Scratch,K_Scratch
0,4,0,487,0.0,0.0,0.983485294117647,0.010963235294117645,0.001625,0.0,0.003926470588235294,K_Scratch,K_Scratch
0,4,0,604,0.0,0.0,0.997875,0.002125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,432,0.0,0.0,0.9939181034482758,0.004193965517241379,0.0,0.0,0.001887931034482759,K_Scratch,K_Scratch
0,4,0,478,0.00025,0.0,0.9995,0.0,0.0,0.0,0.00025,K_Scratch,K_Scratch
0,4,0,524,0.04375435184374006,0.0,0.5943285575790689,0.303302127012541,0.0007841036414565826,0.0,0.057830859923194,K_Scratch,K_Scratch
0,4,0,672,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,399,0.00575,0.0,0.9461681034482758,0.044693965517241384,0.00175,0.0,0.0016379310344827587,K_Scratch,K_Scratch
0,4,0,361,0.0011826965305226172,0.0,0.9463015414556691,0.046728749204390456,0.005787012809421043,0.0,0.0,K_Scratch,K_Scratch
0,4,0,444,0.00025,0.0,0.9995,0.0,0.0,0.0,0.00025,K_Scratch,K_Scratch
0,4,0,452,0.04238178091048872,0.0016793241798398139,0.4092653671970105,0.42631881671106836,0.010242055800097486,0.003922462270678466,0.10619019293081684,Other_Faults,K_Scratch
0,4,0,620,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,390,0.5678116013329296,0.010491272199629982,0.0002857142857142857,0.41835925218651054,0.0026284936232729103,0.0,0.000423666371942234,Bumps,K_Scratch
0,4,0,378,0.00500927722349385,0.0008081686429512515,0.8600834880605702,0.12203474592462102,0.010405719364456695,0.0010228113102254978,0.0006357894736842104,K_Scratch,K_Scratch
0,4,0,714,0.011326571543949388,0.0,0.9551537676672499,0.022808089244851264,0.0,0.0,0.010711571543949389,K_Scratch,K_Scratch
0,4,0,407,0.010838680926916219,0.0,0.9618126114081996,0.01998351158645276,0.000125,0.0,0.007240196078431372,K_Scratch,K_Scratch
0,4,0,479,0.0,0.0,0.982610294117647,0.011213235294117645,0.001875,0.0,0.004301470588235295,K_Scratch,K_Scratch
0,4,0,365,0.15230539758836903,6.451612903225807e-05,0.4261695681739588,0.3762339946241986,0.03276502662011914,0.0016155783916694732,0.01084591847265221,K_Scratch,K_Scratch
0,4,0,678,0.000875,0.0,0.9729273498996759,0.02619765010032413,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,656,0.0038333333333333344,0.0,0.9265253267973845,0.06953022875816982,0.0001111111111111111,0.0,0.0,K_Scratch,K_Scratch
0,4,0,492,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,596,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,627,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,475,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,494,0.0,0.0,0.9942931034482758,0.0038189655172413796,0.0,0.0,0.001887931034482759,K_Scratch,K_Scratch
0,4,0,659,0.0,0.0,0.9905,0.0095,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,691,0.0005,0.0,0.9790604838709678,0.020439516129032255,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,472,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,412,0.00025,0.0,0.991,0.00875,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,584,0.0,0.0,0.995125,0.004875,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,641,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,628,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,608,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,424,0.0,0.0,0.99975,0.00025,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,613,0.0,0.0,0.99325,0.00675,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,48,0.8893542856960831,0.0,0.0,0.1075450327873717,0.0028521966680599177,0.0,0.00024848484848484845,Bumps,Pastry
0,4,0,75,0.3014122888152093,0.0008078494623655914,0.0016904761904761904,0.6010472049436304,0.07033195153860636,0.010550859676071897,0.014159369373640476,Other_Faults,Pastry
0,4,0,113,0.06375803013858171,0.005908628638491863,0.0003826874879506458,0.15147310400370134,0.7693876210437105,0.0,0.009089928687563859,Pastry,Pastry
0,4,0,157,0.12865560031797083,0.00017391304347826085,0.0,0.052048052741045805,0.2832847327851587,0.0,0.5358377011123473,Z_Scratch,Pastry
0,4,0,34,0.14670279455403593,0.011212023906856682,0.03467923627044852,0.2542373492612383,0.5260640648198234,0.0,0.02710453118759743,Pastry,Pastry
0,4,0,133,0.0747713348677939,0.007246226906199919,0.008203904152853238,0.2358194648510155,0.6631711218065983,0.0002348059841047218,0.010553141431434628,Pastry,Pastry
0,4,0,0,0.09396765731859938,0.00804628604903939,0.006087237741817765,0.4430741945779524,0.4469788202680388,0.0,0.0018458040445526534,Pastry,Pastry
0,4,0,76,0.15209091263441277,0.006446990374606472,0.0038230055396848567,0.3138648343482783,0.5155173717238783,0.0,0.008256885379139309,Pastry,Pastry
0,4,0,136,0.34207561783645746,0.08121278335591184,0.0018494128736538601,0.3758343949863263,0.17521899452926665,0.005865449039178222,0.01794334737920533,Other_Faults,Pastry
0,4,0,82,0.314048899543353,0.008220877491306391,0.1045879318724586,0.5033517888591924,0.050018204797945935,0.009328936229232802,0.010443361206513256,Other_Faults,Pastry
0,4,0,22,0.04935198682225048,0.0014949494949494948,0.023682057127422534,0.6108853534345445,0.3053186945557765,0.0002625837618824996,0.009004374803172276,Other_Faults,Pastry
0,4,0,155,0.13235707090620613,0.00017391304347826085,0.0,0.050305895878300706,0.2796587523930018,0.0,0.5375043677790138,Z_Scratch,Pastry
0,4,0,38,0.19369430200729912,0.04561822360136554,0.06631073353886817,0.3604371294549589,0.31447718669196956,0.005483610746178938,0.013978813959359862,Other_Faults,Pastry
0,4,0,140,0.1527374063595196,0.019142882267189076,0.024758441144496143,0.5091936999952735,0.2585397634962809,0.0015208688459740344,0.034106937891267765,Other_Faults,Pastry
0,4,0,120,0.02737234938917983,0.017230152899822455,0.0059696201499324815,0.11813661883551807,0.8157615520867871,0.0,0.015529706638759732,Pastry,Pastry
0,4,0,28,0.0647425640527096,0.06418176277125104,0.04149434948730292,0.2095769839359377,0.5912861716040212,0.0,0.028718168148778013,Pastry,Pastry
0,4,0,211,0.0534748133703241,0.0,0.0,0.0019838444579156653,0.09071364909600213,0.0,0.8538276930757561,Z_Scratch,Z_Scratch
0,4,0,235,0.11748122295287489,0.0,0.0,0.04393491782368475,0.25701603973679993,0.0,0.5815678194866406,Z_Scratch,Z_Scratch
0,4,0,304,0.012065476190476189,0.0,0.0,0.10171366995073892,0.0,0.0,0.8862208538587849,Z_Scratch,Z_Scratch
0,4,0,268,0.0009186507936507937,0.0001455026455026455,0.0,0.004005952380952381,0.000125,0.0,0.9948048941798942,Z_Scratch,Z_Scratch
0,4,0,313,0.0017341269841269842,0.0001455026455026455,0.0,0.09265011441004344,0.0,0.0,0.9054702559603268,Z_Scratch,Z_Scratch
0,4,0,161,0.0024278755294884326,0.00022814814814814817,0.0,0.020155275332580314,0.002043686868686869,0.0,0.9751450141210963,Z_Scratch,Z_Scratch
0,4,0,239,0.12549151674654097,0.00016451612903225807,0.00028253968253968254,0.07605650884636349,0.2014449645479653,0.000821842715580856,0.5957381113319771,Z_Scratch,Z_Scratch
0,4,0,230,0.002574074074074074,0.0,0.0,0.003097222222222222,0.0,0.0,0.9943287037037037,Z_Scratch,Z_Scratch
0,4,0,252,0.0027514306797988015,0.0001455026455026455,0.0,0.00462786888949128,0.0014724857685009488,0.0,0.9910027120167065,Z_Scratch,Z_Scratch
0,4,0,332,0.05942491060245923,0.001763219490394163,0.38861894170534517,0.385359493896352,0.004993358414534116,0.010221525646658685,0.14961855024425721,K_Scratch,Z_Scratch
0,4,0,257,0.0018821766047572499,0.00022814814814814817,0.0,0.013054359008868128,0.003305491450267046,0.0,0.9815298247879596,Z_Scratch,Z_Scratch
0,4,0,316,0.02619047619047619,0.0,0.0,0.6119281223216728,0.0,0.0,0.3618814014878518,Other_Faults,Z_Scratch
0,4,0,306,0.005560719277865141,0.00022814814814814817,0.0,0.01696966802102871,0.01219297132144257,0.0,0.9650484932315161,Z_Scratch,Z_Scratch
0,4,0,302,0.00865496419844246,0.0,0.0,0.013421550068289202,0.02240933703977182,0.0,0.9555141486934972,Z_Scratch,Z_Scratch
0,4,0,200,0.004601130853123263,0.0,0.0,0.007103173539511299,0.006687403925402028,0.0,0.9816082916819635,Z_Scratch,Z_Scratch
0,4,0,273,0.12879034734957037,6.451612903225807e-05,0.0001111111111111111,0.08076621423122847,0.20263044841893305,0.0008677379967702549,0.586769624763354,Z_Scratch,Z_Scratch
0,4,0,183,0.0,0.0,0.0,0.0012713675213675212,0.0001111111111111111,0.0,0.9986175213675214,Z_Scratch,Z_Scratch
0,4,0,267,0.01977563802352803,0.0001455026455026455,0.0,0.010845756417495547,0.05014124647021067,0.0,0.9190918564432629,Z_Scratch,Z_Scratch
0,4,0,266,0.0025,0.0,0.0,0.0031710526315789473,0.0,0.0,0.994328947368421,Z_Scratch,Z_Scratch
0,4,0,750,0.010875,0.0,0.00225,0.001125,0.0,0.98575,0.0,Stains,Stains
0,4,0,803,0.03031022391093598,0.002733075335397317,0.008196130615619105,0.030576557505326524,0.0017543077837195481,0.9257024321217289,0.0007272727272727273,Stains,Stains
0,4,0,781,0.006125,0.0,0.0,0.00075,0.0,0.993125,0.0,Stains,Stains
0,4,0,757,0.007677318295739354,0.0,0.010414160401002504,0.006914160401002502,0.0,0.9749943609022563,0.0,Stains,Stains
0,4,0,748,0.010875,0.0,0.00175,0.000625,0.0,0.98675,0.0,Stains,Stains
0,4,0,744,0.02675,0.0,0.00075,0.0004861111111111111,0.0,0.972013888888889,0.0,Stains,Stains
0,4,0,802,0.02934795321637426,0.0,0.009945906432748536,0.0077931286549707554,0.0,0.9529130116959071,0.0,Stains,Stains
0,5,0,1241,0.30331013606444046,0.004858977469000748,0.04132079676911212,0.600012228087247,0.03293367205652818,0.007780823619383566,0.00978336593428832,Other_Faults,Bumps
0,5,0,1119,0.28673548618299055,0.06225684394446146,0.013986916271937884,0.48243205750166723,0.14694377991015092,0.004599214078548444,0.0030457021102451875,Other_Faults,Bumps
0,5,0,1248,0.7711105658262827,0.032281041319083714,0.014852539416540713,0.11897212173772712,0.038841358836878385,0.023847134768250542,9.523809523809523e-05,Bumps,Bumps
0,5,0,1174,0.8762837255313844,0.0007779837591602298,0.0016223781676413256,0.11859921807582181,0.0016514116007103382,0.0,0.0010652828652828652,Bumps,Bumps
0,5,0,956,0.6568933032959712,0.023096742005095018,0.010000903170929784,0.2739609535459963,0.027091019010772235,0.0,0.008957078971236068,Bumps,Bumps
0,5,0,919,0.6736471404395942,0.0,0.00016387959866220737,0.1485840062595072,0.17640669619027455,0.0,0.0011982775119617223,Bumps,Bumps
0,5,0,1150,0.7971300170925736,0.008559728685917242,0.008620827030242525,0.179834974151014,0.003502583958306585,0.0,0.0023518690819466113,Bumps,Bumps
0,5,0,1139,0.6257018592008191,0.0002608695652173913,0.00027806763285024156,0.32847694094012553,0.039596409505194274,0.0,0.005685853155792853,Bumps,Bumps
0,5,0,1133,0.5801100749727437,0.0019883040935672514,0.014790039151807353,0.3585127432027902,0.029217545030221018,0.013488018695069891,0.0018932748538011697,Bumps,Bumps
0,5,0,1141,0.7724804133759342,0.0016557073901571058,0.0004895238095238095,0.22183262555177466,0.001341173505472243,0.0,0.0022005563671373043,Bumps,Bumps
0,5,0,923,0.9605999552107393,6.451612903225807e-05,0.000125,0.013992674393427345,0.023220004804435247,0.0,0.0019978494623655915,Bumps,Bumps
0,5,0,1024,0.5984778634521595,0.01944780764354208,0.0009260305174701458,0.2818668624054899,0.0918473395716541,0.0002788461538461539,0.007155250255838359,Bumps,Bumps
0,5,0,933,0.9536789343540027,0.0,0.00019907407407407406,0.02171611943316097,0.024206798064687667,0.0,0.00019907407407407406,Bumps,Bumps
0,5,0,1124,0.27958522458050955,0.0284195626170415,0.08806072304271086,0.4325226173424264,0.11755397856500815,0.046063658874203495,0.00779423497809854,Other_Faults,Bumps
0,5,0,1114,0.24381317739643854,0.004357404866459676,0.12746961673474824,0.5187852210954317,0.02181780413230527,0.01124524830065084,0.07251152747396605,Other_Faults,Bumps
0,5,0,1088,0.23029643313694215,0.025613896796076528,0.012511787263633646,0.5780628168059131,0.09073855240430052,0.00020634920634920634,0.06257016438678477,Other_Faults,Bumps
0,5,0,1144,0.5025419539757782,0.002069070718172212,0.003693708177876004,0.4850498154707331,0.005374743769327205,0.00020192307692307691,0.0010687848111903362,Bumps,Bumps
0,5,0,1027,0.6916043858434343,0.020916116551251335,0.0,0.2720297694910253,0.011923529522991192,0.00029166666666666664,0.0032345319246320364,Bumps,Bumps
0,5,0,1160,0.8562607835472855,0.002213921568627451,0.004197857142857144,0.12685990953357998,0.009016633986928103,0.0,0.0014508942207218068,Bumps,Bumps
0,5,0,875,0.0598920068008574,0.006961302294197032,0.020540541796138744,0.38360296764467766,0.52473095924191,0.0001,0.004172222222222221,Pastry,Bumps
0,5,0,868,0.2789944196201272,0.0013249451954694923,0.0001514285714285714,0.29653212900010484,0.4121072497462401,0.0,0.010889827866630526,Pastry,Bumps
0,5,0,1047,0.5103174628334826,0.004762079664401645,0.002030755986276961,0.45083661892287813,0.004354244980728914,0.0007916666666666666,0.026907170945564725,Bumps,Bumps
0,5,0,1073,0.3984396270432534,0.0001,8e-05,0.5083622985803514,0.004534465399232685,0.0006537931034482758,0.08782981587371269,Other_Faults,Bumps
0,5,0,1021,0.20075317624555392,0.0010416666666666664,0.003553949260688346,0.3941483157370256,0.39437262507641985,0.0,0.006130267013647098,Pastry,Bumps
0,5,0,1186,0.8028360108453951,0.012128220374841344,0.010841267539905046,0.163231238008768,0.0027329954338553616,0.0,0.008230267797235987,Bumps,Bumps
0,5,0,927,0.883647220052694,6.451612903225807e-05,0.0,0.06563418622049627,0.04507640402374624,0.0,0.005577673574031132,Bumps,Bumps
0,5,0,1163,0.7592661605642516,0.00582073949997775,0.006770473842218402,0.220783863762353,0.003228670626033881,8e-05,0.004050091705166685,Bumps,Bumps
0,5,0,1025,0.7048389507404433,0.02041127233286222,0.0002857142857142857,0.2608183849443349,0.011767200235168107,0.0,0.001878477461478181,Bumps,Bumps
0,5,0,1175,0.7736785987360421,0.002978532043504579,0.007544436107574526,0.2102132306520098,0.0012633344216051163,0.000125,0.004196868039265674,Bumps,Bumps
0,5,0,899,0.9342736849230652,0.00021793103448275862,0.0,0.029208317920437134,0.03513087778837436,0.0,0.0011691883336406664,Bumps,Bumps
0,5,0,1125,0.15515181641945502,0.0039449544458539975,0.015180901087576066,0.7760160998989862,0.025950396894131044,0.005315076119521796,0.018440755134474227,Other_Faults,Bumps
0,5,0,1101,0.24405635189355387,0.05248763814953012,0.02044978897062017,0.5171479037950961,0.16173641327674138,0.0025732450592008166,0.0015486588552588959,Other_Faults,Bumps
0,5,0,881,0.6432623684742369,0.015793329044110235,0.016325184613418954,0.30368485085492597,0.009037365695557608,0.000375,0.011521901317750325,Bumps,Bumps
0,5,0,1099,0.06392416448476439,0.0030464921600824235,0.003030574436496539,0.908839171476747,0.009654742470831642,0.006081916702728471,0.005422938268349952,Other_Faults,Bumps
0,5,0,1183,0.7244459102255347,0.008596619231094513,0.012567419833119896,0.24738787269791235,0.003141961259066007,0.0,0.0038602167532719046,Bumps,Bumps
0,5,0,1222,0.6426317923570813,0.0007215065441381231,0.0005117226890756303,0.337882285642187,0.0013647619047619046,0.0,0.016887930862756063,Bumps,Bumps
0,5,0,1038,0.9483922144528009,0.000622264667043954,0.00034193121693121693,0.026737283246608057,0.02262997106314137,8e-05,0.0011963353534743986,Bumps,Bumps
0,5,0,911,0.2727880871172308,0.024035644919236255,0.00170843776106934,0.27581149020654966,0.4187926672665233,0.0006748120300751879,0.006188860699317106,Pastry,Bumps
0,5,0,1251,0.41872595321680767,0.024389956367534684,0.06041078645213334,0.34152151217983884,0.11984112731943963,0.027834158773257404,0.0072765056909884504,Bumps,Bumps
0,5,0,1238,0.6101883058149549,0.0006027167277167277,0.005135824614148794,0.3493548318945115,0.01755376219766648,0.016359482122649652,0.0008050766283524905,Bumps,Bumps
0,5,0,1567,0.21036144187051023,0.0022977045201739298,0.0,0.7123428408149404,0.05657481726480482,0.003787250102450342,0.014635945427121896,Other_Faults,Other_Faults
0,5,0,1648,0.0630329322638147,0.0,0.0514647504456329,0.12690409982174708,0.0,0.7585982174688071,0.0,Stains,Other_Faults
0,5,0,1300,0.04556724801390656,0.0073033735748961725,0.005334354279521608,0.677382472738091,0.23133459747208562,0.0,0.03307795392149869,Other_Faults,Other_Faults
0,5,0,1840,0.1158818888778777,0.013236562961156207,0.12877111156690824,0.6795465143510518,0.029869929901598122,0.0,0.03269399234140715,Other_Faults,Other_Faults
0,5,0,1687,0.09709890386441149,0.005908439460416614,0.18474247162048132,0.6444394827838564,0.02052152429734116,0.0016377345144864613,0.04565144345900611,Other_Faults,Other_Faults
0,5,0,1441,0.23133264425984826,0.000961849957374254,0.0,0.3344545288691317,0.42530118473871237,0.0,0.007949792174934488,Pastry,Other_Faults
0,5,0,1502,0.037040557147877934,0.007368788883511191,0.029513255264832287,0.8830223061151198,0.037077860615669755,7.407407407407407e-05,0.0059031578989152175,Other_Faults,Other_Faults
0,5,0,1861,0.3572662521884718,0.0004986263736263736,0.009975183310774615,0.6094926492775832,0.022507826090081583,7.692307692307693e-05,0.00018253968253968252,Other_Faults,Other_Faults
0,5,0,1306,0.043828169850595816,0.00691207530956353,0.0007389966485127776,0.6703293102155758,0.24628177798767856,0.0,0.0319096699880733,Other_Faults,Other_Faults
0,5,0,1622,0.06752795593573738,0.039246461653150294,6.451612903225807e-05,0.875439289230744,0.009370331039550775,0.004520704239068986,0.0038307417727170686,Other_Faults,Other_Faults
0,5,0,1404,0.24164230443836374,0.03243271730558202,0.04937267440777084,0.6001297786230078,0.02683112361091859,0.011409579051179878,0.038181822563177835,Other_Faults,Other_Faults
0,5,0,1826,0.09196954056743227,0.01942874636506013,0.1563857373223587,0.6144436797447753,0.01904171765970525,0.0872290742032505,0.011501504137417445,Other_Faults,Other_Faults
0,5,0,1911,0.15169021210346337,0.0008031598031598033,0.206906293597283,0.533456658496639,0.01908170647510311,0.0005930227562986184,0.08746894676805346,Other_Faults,Other_Faults
0,5,0,1527,0.20655495574067062,0.0003076923076923077,0.10894078417278025,0.5940795258888941,0.08897953145965745,0.000715603736593242,0.00042190669371196753,Other_Faults,Other_Faults
0,5,0,1829,0.08864623149049908,0.008071901671663202,0.07748206233729889,0.7705960195352135,0.03220237414897212,0.0003870967741935484,0.022614314042158395,Other_Faults,Other_Faults
0,5,0,1378,0.31046579138151753,0.18026980317112262,7.407407407407407e-05,0.4227591458622337,0.06407739122891538,0.01021193933897256,0.01214185494316462,Other_Faults,Other_Faults
0,5,0,1808,0.3561364100831159,0.0,0.0,0.17471269219241803,0.15387111580198276,0.0,0.3152797819224852,Bumps,Other_Faults
0,5,0,1436,0.3196218205988148,0.0003942028985507246,8e-05,0.4576959921258573,0.2147165006615602,0.0026141978741811888,0.0048772858410369106,Other_Faults,Other_Faults
0,5,0,1709,0.014329658924157104,0.009416862808264377,0.13669996087742423,0.7584772235182535,0.07498419567989703,0.0,0.006092098192001987,Other_Faults,Other_Faults
0,5,0,1917,0.08365835220256321,0.0001489655172413793,0.06886136301349606,0.7550528518389888,0.012205332988432153,0.0038806309777674724,0.07619250346151069,Other_Faults,Other_Faults
0,5,0,1341,0.5613412246413947,0.007514076520020094,0.007653753068797129,0.3646237059527519,0.0227654093926724,0.03561064268490098,0.0004911877394636015,Bumps,Other_Faults
0,5,0,1580,0.07903662214411915,0.0023843077317771415,0.0023072666097137735,0.8539199679313179,0.05964774489447568,0.0007674023769100168,0.0019366883116883119,Other_Faults,Other_Faults
0,5,0,1422,0.5276505639602808,0.004135523906679027,0.0002764726507713885,0.44357129974672255,0.003178542049501129,0.00035136752136752137,0.020836230164676985,Bumps,Other_Faults
0,5,0,1905,0.02095834071446308,0.0045845617104320795,0.0029249999999999996,0.037588599395257584,0.006426893876146174,0.9272751650977458,0.00024143920595533498,Stains,Other_Faults
0,5,0,1303,0.04971274646351198,0.005722265452458702,0.008018203641808015,0.6311249306245977,0.30119472702021605,0.0,0.004227126797407999,Other_Faults,Other_Faults
0,5,0,1578,0.09741605959168056,0.0016123737373737372,9.090909090909092e-05,0.5816113553227003,0.31681475680279275,0.0,0.0024545454545454545,Other_Faults,Other_Faults
0,5,0,1664,0.45561127848468513,0.0003529411764705882,0.0023870013640387147,0.47226292954412813,0.06361664310566355,0.0026003089852923,0.00316889733972204,Other_Faults,Other_Faults
0,5,0,1310,0.11666028374658184,0.0014873737373737373,0.0008141553786715078,0.4390085036961715,0.3495430336518369,0.0019696356275303644,0.09051701416183515,Other_Faults,Other_Faults
0,5,0,1688,0.08225032445642051,0.03920712427208237,0.0028168863290082948,0.395926865252873,0.44302855750740944,0.0,0.03677024218220548,Pastry,Other_Faults
0,5,0,1491,0.012416961141497459,0.003474811962017638,0.021223370571603832,0.7637928905040502,0.19294965627652816,0.000125,0.006017309544301735,Other_Faults,Other_Faults
0,5,0,1280,0.30022097195249886,0.0023688656291496043,0.017619655489335858,0.5743570223864343,0.09891163884617862,0.0,0.00652184569640225,Other_Faults,Other_Faults
0,5,0,1504,0.03107345438145614,0.010394238796067842,0.07096430092422032,0.7664864368714124,0.08889453911389128,0.0003426470588235294,0.03184438285412754,Other_Faults,Other_Faults
0,5,0,1718,0.1626295245481471,0.0012916666666666667,0.026356686624512213,0.7809250802410173,0.012318148998118046,0.007304291637603659,0.009174601283935649,Other_Faults,Other_Faults
0,5,0,1322,0.0880895008723458,0.00471521711133229,0.012916913284755893,0.7644784054324125,0.07967039189018724,0.0008534621700138941,0.04927610923895199,Other_Faults,Other_Faults
0,5,0,1324,0.007672903590355653,0.0,0.010452766121066331,0.9728483146099681,0.0032086049610191487,0.0042114061766693345,0.0016060045409216413,Other_Faults,Other_Faults
0,5,0,1305,0.01902142047934332,0.004628045604206595,0.007198811792164235,0.6274984995320904,0.33267559997465024,0.0,0.008977622617545335,Other_Faults,Other_Faults
0,5,0,1706,0.10406572884256031,0.036841083125277715,0.010310353981507963,0.7519613547236759,0.04563849290762736,0.0012500000000000002,0.04993298641935171,Other_Faults,Other_Faults
0,5,0,1921,0.030623251387478238,0.0007752646974004037,0.007287212944521906,0.9198625699948209,0.0002919565217391304,0.011092709831667507,0.03006703462237201,Other_Faults,Other_Faults
0,5,0,1746,0.26308629475397066,0.0,0.0,0.635777470531642,0.03940317369543103,0.0012871863799283148,0.06044587463902332,Other_Faults,Other_Faults
0,5,0,1571,0.48599282416242284,0.0006861471861471861,0.008189914506224277,0.48192900133470434,0.013722425254610296,0.0,0.009479687555890973,Bumps,Other_Faults
0,5,0,1480,0.021161122573296106,0.002722864152718962,0.2454596122039215,0.6620630463471795,0.06539076945595652,0.0003262032085561497,0.0028763820583688204,Other_Faults,Other_Faults
0,5,0,1467,0.12251722575640359,0.011824992689916153,0.1378183330381914,0.6441010047926731,0.0305528894732171,0.046814267234240536,0.006371287015358223,Other_Faults,Other_Faults
0,5,0,1924,0.01985758362544078,0.02083118103166944,0.02030824333790469,0.9122301357105361,0.008684427528348549,0.001022218592261037,0.017066210173838563,Other_Faults,Other_Faults
0,5,0,1686,0.08594454600603214,0.009507314451460382,0.23343753709476894,0.6042894973264472,0.01787176064804349,0.004048260830275935,0.04490108364297268,Other_Faults,Other_Faults
0,5,0,1615,0.4753713166367541,0.006285269651130648,0.0006202380952380952,0.48149834737027336,0.005005788239323778,0.0011587301587301588,0.0300603098485491,Other_Faults,Other_Faults
0,5,0,1536,0.6896869440345754,0.012591047629269499,0.002289435699481466,0.26663361662525303,0.014781701268367942,0.0,0.014017254743052881,Bumps,Other_Faults
0,5,0,1455,0.3223896347231975,0.06553993607207459,0.007079559108976999,0.47870671092861394,0.11247037594575593,0.010144901839428375,0.0036688813819538706,Other_Faults,Other_Faults
0,5,0,1940,0.5867172755420889,0.003055310101897985,0.0023353692201518294,0.2998455221128779,0.002133167910520852,0.00016333333333333334,0.10575002177912922,Bumps,Other_Faults
0,5,0,1538,0.23093103946781524,0.003908249367379804,0.0,0.7025974765534195,0.02119010966592142,0.03775775897314671,0.003615365972317281,Other_Faults,Other_Faults
0,5,0,1368,0.6865600659160394,0.005548743319626617,0.0001,0.2904677622032029,0.0021993271655847725,0.0001697792869269949,0.014954322108619621,Bumps,Other_Faults
0,5,0,1864,0.03439354842312781,0.03514041274573449,7.692307692307693e-05,0.9149577073155291,0.011852777695191836,0.0008271258560943178,0.0027515048874003274,Other_Faults,Other_Faults
0,5,0,1407,0.3927173497196789,0.002820457750773049,0.003721099896142342,0.5890997489279607,0.010703044868548518,0.00017028985507246374,0.0007680089818238486,Other_Faults,Other_Faults
0,5,0,1530,0.5845488186614148,0.0006195537525354969,0.0,0.24170660052015855,0.1667635200985918,0.0,0.0063615069672996755,Bumps,Other_Faults
0,5,0,1376,0.06784313725490232,0.0,0.14849291938997847,0.758636982570803,0.007333333333333336,0.0,0.017693627450980385,Other_Faults,Other_Faults
0,5,0,1802,0.24964978270057395,0.0010948086448914983,0.00021052631578947367,0.4402758205557445,0.30334154251846224,0.0,0.0054275192645391185,Other_Faults,Other_Faults
0,5,0,1882,0.42464007391887876,0.002099277738085788,0.0,0.5372315997337564,0.012073250082198665,0.0001911111111111111,0.023764687415968343,Other_Faults,Other_Faults
0,5,0,1783,0.044182389944972915,0.008346249040243219,0.013959629530352765,0.9138336859753069,0.01020287464481441,0.0017286717752234995,0.00774649908908604,Other_Faults,Other_Faults
0,5,0,1565,0.08932331713618169,0.001019548872180451,0.1538112745098041,0.7430453890739304,0.0039048560944845772,0.0033240032935290317,0.005571611019886881,Other_Faults,Other_Faults
0,5,0,1490,0.021331772356415743,0.007676196290918599,0.013045803054471972,0.9092155402758573,0.03849064110899071,0.0004512032085561497,0.009788843704789323,Other_Faults,Other_Faults
0,5,0,1363,0.06708674053496158,0.0,0.17424807000094794,0.7559066736822964,0.0005594417077175697,7.407407407407407e-05,0.002125,Other_Faults,Other_Faults
0,5,0,1383,0.09404528944022646,0.0009953703703703704,0.13016312636165558,0.7609284495980105,0.001696428571428572,0.0003606883778360859,0.011810647280469006,Other_Faults,Other_Faults
0,5,0,1817,0.26194766445729384,0.012311661515510768,0.009512167007191952,0.4500207692559267,0.24257164071192633,0.0006427125506072873,0.022993384501543073,Other_Faults,Other_Faults
0,5,0,1344,0.08342046232666386,0.14066954422995404,0.00626452230105533,0.40506901383485755,0.3274012300651707,0.0,0.03717522724229995,Other_Faults,Other_Faults
0,5,0,1281,0.19025781412243042,0.00137527727364388,0.003230112791948493,0.43429389214338926,0.36807315445228816,0.0,0.002769749216300941,Other_Faults,Other_Faults
0,5,0,1883,0.3248912505464495,0.22859389178123196,0.0002144681627440248,0.34466434311034866,0.0984544994336485,0.0006832029977191268,0.0024983439678600973,Other_Faults,Other_Faults
0,5,0,1681,0.07914431291926494,0.09311563544121747,0.003829748516273705,0.7656156144961135,0.034592527921857234,0.00791163202568162,0.015790528679592034,Other_Faults,Other_Faults
0,5,0,1848,0.09625011030770331,0.017230242402489646,0.04121246247342019,0.7869839023917334,0.03400274186905279,0.0,0.024320540555599058,Other_Faults,Other_Faults
0,5,0,824,0.15240684332942803,0.5474219925188577,0.00114969844969845,0.2311645175758035,0.0648029168035702,0.00047391304347826083,0.0025801182791634816,Dirtiness,Dirtiness
0,5,0,817,0.0730761982893938,0.34862819866881467,0.001687605018238195,0.15406743098296588,0.4216073640428674,0.000777777777777778,0.00015542521994134898,Pastry,Dirtiness
0,5,0,831,0.37328015797001507,0.20436689210844058,0.0002978014960773581,0.3307055639865326,0.08677495958942383,0.00295367772470501,0.0016209471248069692,Bumps,Dirtiness
0,5,0,837,0.2982630687223783,0.15121746245115542,0.001114262371615313,0.44954753265844866,0.09609255411216575,0.0001111111111111111,0.0036540085731262203,Other_Faults,Dirtiness
0,5,0,855,0.04280074399798492,0.7305347226395607,0.0031413843002325802,0.10900030921586822,0.11152900102652989,0.0007340317985479276,0.002259807021279341,Dirtiness,Dirtiness
0,5,0,838,0.4877707589514067,7.142857142857142e-05,8e-05,0.36405072466299826,0.13991450391379923,0.0,0.008112583900367397,Bumps,Dirtiness
0,5,0,612,0.0,0.0,0.9920375386996905,0.007391640866873064,0.0,0.0,0.0005708204334365325,K_Scratch,K_Scratch
0,5,0,440,8.695652173913043e-05,0.0,0.9966141304347826,0.0013369565217391305,0.0,0.0,0.0019619565217391306,K_Scratch,K_Scratch
0,5,0,474,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,611,0.0,0.0,0.995625,0.004375,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,615,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,727,0.03546296296296298,0.0,0.4556295149638786,0.5084630776287107,0.0002222222222222222,0.0,0.0002222222222222222,Other_Faults,K_Scratch
0,5,0,397,0.034837962962962966,0.0,0.4550045149638786,0.5097130776287107,0.0002222222222222222,0.0,0.0002222222222222222,Other_Faults,K_Scratch
0,5,0,486,0.0,0.0,0.997625,0.00125,0.0,0.0,0.001125,K_Scratch,K_Scratch
0,5,0,425,0.0414717367367981,0.0007959277504105091,0.46131423145695566,0.282944323610653,0.00708214043218244,0.0013183590866349484,0.2050732809263658,K_Scratch,K_Scratch
0,5,0,543,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,651,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,725,0.0023703703703703686,0.0,0.9383703703703696,0.0379259259259259,0.007111111111111113,0.0,0.014222222222222226,K_Scratch,K_Scratch
0,5,0,690,0.0,0.0,0.9740257094777633,0.025974290522232733,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,735,0.0424401190535875,0.00041379310344827585,0.746393827892941,0.1895053532563107,0.0014300766283524904,0.0002,0.019616830065359473,K_Scratch,K_Scratch
0,5,0,688,0.04169762165485976,0.004510074769542049,0.3506374046080098,0.4365894641010635,0.007149505444551488,0.0029913597259182993,0.15642456969605492,Other_Faults,K_Scratch
0,5,0,664,0.0,0.0,0.9876996960825373,0.010979483484026022,0.0,0.0,0.0013208204334365327,K_Scratch,K_Scratch
0,5,0,398,0.00775,0.0,0.977875,0.0055,0.0,0.0,0.008875,K_Scratch,K_Scratch
0,5,0,706,0.0,0.0,0.9543493215811744,0.044329857985385315,0.0,0.0,0.0013208204334365327,K_Scratch,K_Scratch
0,5,0,618,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,435,8.695652173913043e-05,0.0,0.9908641304347826,0.005961956521739131,0.0,0.0,0.0030869565217391303,K_Scratch,K_Scratch
0,5,0,437,0.00033695652173913043,0.0,0.9936141304347826,0.004086956521739131,0.0,0.0,0.0019619565217391306,K_Scratch,K_Scratch
0,5,0,393,0.00783695652173913,0.0,0.9747391304347827,0.006586956521739131,0.0,0.0,0.010836956521739131,K_Scratch,K_Scratch
0,5,0,457,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,428,0.00033695652173913043,0.0,0.9936141304347826,0.004086956521739131,0.0,0.0,0.0019619565217391306,K_Scratch,K_Scratch
0,5,0,720,0.013117976722852866,0.0,0.8022296181630537,0.1763782393074193,0.0002222222222222222,0.0,0.008051943584451323,K_Scratch,K_Scratch
0,5,0,359,0.000562169312169312,0.0,0.7780848477287461,0.20622484455133028,0.01505670983632607,7.142857142857142e-05,0.0,K_Scratch,K_Scratch
0,5,0,732,0.05595223001006488,0.0004722222222222222,0.7773168432154355,0.1478972406541757,0.010910861458625127,0.0005157966471309801,0.006934805792346835,K_Scratch,K_Scratch
0,5,0,661,0.0,0.0,0.98425,0.01575,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,593,0.04972174226529815,0.0,0.8612281712835014,0.08124652095315403,0.004167138275797019,0.0011774862818341079,0.002458940940416884,K_Scratch,K_Scratch
0,5,0,654,0.0541579322638147,0.0,0.05683975044563291,0.10890409982174706,0.0,0.7800982174688071,0.0,Stains,K_Scratch
0,5,0,630,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,360,0.000562169312169312,0.0,0.7834459588398572,0.20111373344021916,0.014806709836326072,7.142857142857142e-05,0.0,K_Scratch,K_Scratch
0,5,0,734,0.0424401190535875,0.00041379310344827585,0.7446149817390947,0.19128419941015684,0.0014300766283524904,0.0002,0.019616830065359473,K_Scratch,K_Scratch
0,5,0,576,0.0,0.0,0.9993970588235294,0.0004852941176470588,0.0,0.0,0.00011764705882352942,K_Scratch,K_Scratch
0,5,0,388,0.3006579902292509,0.0,0.12229547918696956,0.5089277459112779,0.059679491933760945,0.0075448495859840176,0.0008944431527551734,Other_Faults,K_Scratch
0,5,0,377,0.000562169312169312,0.0,0.8751558514635729,0.12052884081650388,0.0036817098363260753,7.142857142857142e-05,0.0,K_Scratch,K_Scratch
0,5,0,723,0.03445833333333329,0.0,0.4057498853342493,0.5380140035546361,0.007333333333333336,0.0,0.01444444444444445,Other_Faults,K_Scratch
0,5,0,550,0.0034490740740740753,0.0,0.8517684038527684,0.1443380776287123,0.0002222222222222222,0.0,0.0002222222222222222,K_Scratch,K_Scratch
0,5,0,709,0.0,0.0,0.9503493215811744,0.04832985798538534,0.0,0.0,0.0013208204334365327,K_Scratch,K_Scratch
0,5,0,145,0.11162854614782418,0.027802824249790036,0.07516473874258435,0.22411260863359986,0.5480442773612334,0.0,0.013247004864968527,Pastry,Pastry
0,5,0,115,0.010003649095563158,0.0028117519032339767,0.010079999999999976,0.2547643324662358,0.7222069332016378,0.0,0.00013333333333333334,Pastry,Pastry
0,5,0,1,0.1837816167379723,0.005290030884148531,0.002133771457300869,0.42371869470593376,0.3763598170945585,0.0006748120300751879,0.008041257090013772,Other_Faults,Pastry
0,5,0,111,0.1338297655258964,0.02658823271762595,0.003417550444858566,0.3205263051628002,0.4735923172546073,0.0010681913116123642,0.040977637582598404,Pastry,Pastry
0,5,0,51,0.21838042539295596,0.022787564436757966,9.090909090909092e-05,0.6005798775637031,0.15612690979018343,0.0,0.002034313725490196,Other_Faults,Pastry
0,5,0,43,0.025575399255974535,0.0005367383512544803,0.014943460426716359,0.28823679862448603,0.669564746198715,0.0,0.0011428571428571427,Pastry,Pastry
0,5,0,65,0.12493458748924145,0.0010514493676258383,7.142857142857142e-05,0.2936841490697088,0.5686252630919724,0.00015384615384615385,0.011479276256177265,Pastry,Pastry
0,5,0,97,0.05588824947529368,0.3633401412167216,0.004315973790530345,0.3449895617157772,0.22579531059564628,0.0009192169837331128,0.004751546222298177,Dirtiness,Pastry
0,5,0,135,0.11873742180219976,0.0036988436001055796,0.005497265186267743,0.7361907119704262,0.11179995926767812,0.0008828030042426327,0.023192995169082114,Other_Faults,Pastry
0,5,0,3,0.2326108893384341,0.030006784936841988,0.008761288321006207,0.5817118540572217,0.08353055627568166,0.0002361111111111111,0.06314251595970369,Other_Faults,Pastry
0,5,0,116,0.011983745604623855,0.002333787384092987,0.010204999999999975,0.27570597471382396,0.6996381589641292,0.0,0.00013333333333333334,Pastry,Pastry
0,5,0,107,0.18528450817411285,0.028580455841521094,0.012851715809867513,0.23746781269093015,0.5329913445501815,0.0,0.0028241629333877324,Pastry,Pastry
0,5,0,103,0.15689991634608336,0.026165363067674443,0.014175995832377476,0.40017233261961094,0.37500185171710165,0.0001111111111111111,0.0274734293060415,Other_Faults,Pastry
0,5,0,92,0.07201395704712438,0.03470086596108872,0.004381078621689445,0.2895401899608485,0.5747565952094082,0.0,0.02460731319983925,Pastry,Pastry
0,5,0,123,0.09696301355606743,0.04219417604814192,0.010646724754838816,0.26231126087497814,0.585944354478242,0.0,0.0019404702877319512,Pastry,Pastry
0,5,0,124,0.03357148145361333,0.004569315445476437,0.005186411594885745,0.6463973254434803,0.29461483449208925,0.0,0.015660631570455025,Other_Faults,Pastry
0,5,0,327,0.010941104363472781,0.0,0.0,0.1250309701424118,0.0005555555555555556,0.0,0.8634723699385619,Z_Scratch,Z_Scratch
0,5,0,182,7.142857142857142e-05,0.0,0.0,0.00027050264550264547,0.00032407407407407406,0.0,0.9993339947089948,Z_Scratch,Z_Scratch
0,5,0,220,0.0002159090909090909,0.0,0.0,0.0004886363636363636,0.000125,0.0,0.9991704545454545,Z_Scratch,Z_Scratch
0,5,0,224,0.11996730344390329,0.0,0.0,0.03766199099462729,0.3781948945550989,0.0,0.46417581100637106,Z_Scratch,Z_Scratch
0,5,0,330,0.08352446458147451,0.0006520222031841223,0.41978728358120293,0.3104377630340657,0.006981063257272112,0.0014703703112777522,0.17714703303152232,K_Scratch,Z_Scratch
0,5,0,281,0.0036939655172413795,0.0,0.0,0.011476918207562888,0.0023530676328502417,0.0,0.9824760486423457,Z_Scratch,Z_Scratch
0,5,0,236,0.25488697194799526,0.004703610384372636,0.00021711366538952745,0.24479306169914514,0.0372597152044236,0.0,0.45813952709867556,Z_Scratch,Z_Scratch
0,5,0,271,0.3985066202143174,0.0020037430002947244,7.142857142857142e-05,0.4758515523762612,0.008985177438629994,0.00033,0.1142514783990678,Other_Faults,Z_Scratch
0,5,0,259,0.006506629070024871,0.0,0.0,0.019146454954341006,0.017939763804966206,0.0,0.9564071521706682,Z_Scratch,Z_Scratch
0,5,0,260,0.231964235604177,0.00025,0.00017523809523809525,0.2766829975306114,0.00041176161003747216,0.0005749873115390356,0.4899407798483998,Z_Scratch,Z_Scratch
0,5,0,340,0.21641276627278896,0.04148977105312325,0.001211264565780695,0.49809683606098365,0.10749827802171533,0.00011764705882352942,0.13517343696678544,Other_Faults,Z_Scratch
0,5,0,291,0.0004714285714285714,0.0,0.0,0.009361083743842364,0.00039999999999999996,0.0,0.9897674876847292,Z_Scratch,Z_Scratch
0,5,0,319,0.0005797008547008546,0.0,0.0,0.12951756908068254,0.0,0.0,0.8699027300646188,Z_Scratch,Z_Scratch
0,5,0,339,0.2259311168346645,0.0312761147428619,0.016260713914212868,0.5346126990701884,0.08529514316613951,0.017290671143720234,0.08933354112821065,Other_Faults,Z_Scratch
0,5,0,314,0.0003435897435897436,0.0,0.0,0.12153145796957145,0.0,0.0,0.8781249522868411,Z_Scratch,Z_Scratch
0,5,0,292,0.00025,0.0,0.0,0.004782407407407407,0.00019907407407407406,0.0,0.9947685185185184,Z_Scratch,Z_Scratch
0,5,0,263,0.11942563677723662,0.0,0.0,0.03916199099462729,0.3806532278884323,0.0,0.4607591443397044,Z_Scratch,Z_Scratch
0,5,0,256,0.0,0.0,0.0,0.000125,0.00025,0.0,0.999625,Z_Scratch,Z_Scratch
0,5,0,186,0.0018222988505747128,0.0,0.0,0.0055096704425565,0.0023854750402576494,0.0,0.9902825556666114,Z_Scratch,Z_Scratch
0,5,0,800,0.0,0.0,0.003375,0.0,0.0,0.996625,0.0,Stains,Stains
0,5,0,805,0.03333315822317426,0.0015738991152735892,0.0020882352941176473,0.03555821594782044,0.002082234433463488,0.9252228177801952,0.000141439205955335,Stains,Stains
0,5,0,779,0.04104656862745098,0.0,0.044296568627450975,0.08268137254901961,0.0,0.8319754901960782,0.0,Stains,Stains
0,5,0,745,0.04104656862745098,0.0,0.044296568627450975,0.08268137254901961,0.0,0.8319754901960782,0.0,Stains,Stains
0,5,0,743,0.04104656862745098,0.0,0.04267156862745097,0.08268137254901961,0.0,0.8336004901960782,0.0,Stains,Stains
0,5,0,785,0.04096323529411765,0.0,0.04258823529411764,0.08251470588235296,0.0,0.8339338235294116,0.0,Stains,Stains
0,5,0,807,0.013111363636363615,0.0,0.0132931818181818,0.02622272727272723,0.0,0.947372727272729,0.0,Stains,Stains
0,6,0,901,0.9449238212460993,0.00015476190476190478,0.0001111111111111111,0.034821813804582165,0.019988491933445728,0.0,0.0,Bumps,Bumps
0,6,0,1029,0.6760060296402107,0.028150100608218504,0.0,0.2703416613001366,0.014555065957957318,0.0,0.010947142493477344,Bumps,Bumps
0,6,0,1077,0.7007921285531085,0.03337271066756848,0.021293549638310746,0.16701146876880132,0.051663790380739705,0.023730424852301497,0.002135927139169649,Bumps,Bumps
0,6,0,952,0.21954668584243323,0.05264228758013932,0.018301781625413953,0.6177907511699695,0.08506583596166674,0.0,0.00665265782037761,Other_Faults,Bumps
0,6,0,905,0.906679572076987,0.0006956572465646875,0.0,0.046399932109921715,0.04622483856652677,0.0,0.0,Bumps,Bumps
0,6,0,1066,0.12972242703788772,0.018013358830830904,0.0023749612758687173,0.7912630361609855,0.052760137158843395,0.0,0.005866079535583663,Other_Faults,Bumps
0,6,0,975,0.5176076375184127,0.01515371771600252,0.007279425372421098,0.3489013597874838,0.025899526612646145,0.0826101525655445,0.0025481804274907725,Bumps,Bumps
0,6,0,1266,0.18398716389793815,0.0003991737163092662,0.0,0.6448670558676008,0.04812732719710652,0.0,0.12261927932104548,Other_Faults,Bumps
0,6,0,1016,0.2022144704740552,0.0012640904642844848,0.0005714565826330533,0.7662088023140844,0.021637113370815704,6.896551724137931e-05,0.008035101276885245,Other_Faults,Bumps
0,6,0,1123,0.6378356399914726,0.0017878089343606582,0.007720358533566346,0.28890837916515894,0.0603592678690923,0.002192124181065005,0.0011964213252852805,Bumps,Bumps
0,6,0,889,0.5746604550098658,0.007389306642442113,0.002467029326215178,0.3866034284789213,0.004465459429694372,0.0,0.024414321112861098,Bumps,Bumps
0,6,0,1061,0.5974417431427703,0.0005103535353535353,0.011336209898048946,0.361096565033765,0.006976784318192988,0.00020634920634920634,0.02243199486551891,Bumps,Bumps
0,6,0,1168,0.6323209630381228,0.00023429541595925297,0.00045022582613326716,0.3438049484642043,0.0038111744965756414,0.0,0.01937839275900479,Bumps,Bumps
0,6,0,1224,0.9489352328138456,0.004188663918050782,0.0005769230769230769,0.040661116933661035,0.004602394916911046,0.0,0.0010356683406080396,Bumps,Bumps
0,6,0,1147,0.5982935057505585,0.0,0.0007367170692728502,0.3833839243557115,0.0051383958661883715,0.0,0.012447456958267576,Bumps,Bumps
0,6,0,994,0.30204594250749855,0.2882922554096634,0.000445054945054945,0.3644359647697006,0.038683195775930414,0.0,0.00609758659215181,Other_Faults,Bumps
0,6,0,1018,0.5020616727323844,0.0013073969421762293,0.0009606870080857157,0.4877936659154379,0.004867426767439097,0.0,0.0030091506344766578,Bumps,Bumps
0,6,0,873,0.1125510444049971,0.006490304279016656,0.005333063415851117,0.22131212902778322,0.6517868109264836,0.00018518518518518518,0.0023414627606831505,Pastry,Bumps
0,6,0,1109,0.2640487773175008,0.041705918589983855,0.0012429908062511884,0.4462537478138627,0.15499643316167264,0.000948595146871009,0.09080353716385807,Other_Faults,Bumps
0,6,0,904,0.9683153112497062,0.0001,0.0,0.019666263880588935,0.011483355921844003,0.00020634920634920634,0.0002287197415117326,Bumps,Bumps
0,6,0,1235,0.8282925182346702,0.01223777703827124,0.005917867777383907,0.1491278909225131,0.00301501738216509,0.0,0.0014089286449964979,Bumps,Bumps
0,6,0,1040,0.25890823434318344,0.015635703776633158,0.0,0.351230878632079,0.3603035225347654,0.0,0.013921660713340101,Pastry,Bumps
0,6,0,1228,0.9075182173222175,0.006886344325259306,0.0004453443213034005,0.08412973295107677,0.000650997150997151,0.0,0.0003693639291465378,Bumps,Bumps
0,6,0,1158,0.8305097463004137,0.004608003851722619,0.003332667910945348,0.15034166987597375,0.005650156187570375,0.0,0.005557755873373177,Bumps,Bumps
0,6,0,1203,0.1462383062387494,0.007980386943919952,0.0024106659936603838,0.8089587812446253,0.02662172609786253,0.0029472506393861896,0.0048428828417958845,Other_Faults,Bumps
0,6,0,997,0.25276632999483767,0.015774689790619172,0.0,0.3696228040836082,0.34939213791823825,0.0,0.012444038212697984,Other_Faults,Bumps
0,6,0,1041,0.005166556873078611,0.0,0.004245772946859903,0.07475219587176106,0.00043511198945981553,0.9153134057971021,8.695652173913043e-05,Stains,Bumps
0,6,0,1084,0.4522499697033207,0.003938263450677638,0.05588591800913301,0.4364040242457862,0.048488040954543,0.0028671169698755903,0.00016666666666666666,Bumps,Bumps
0,6,0,1012,0.4201781911791232,0.017345643985680965,0.0,0.45255780842676613,0.10365912710819859,0.0,0.006259229300232313,Other_Faults,Bumps
0,6,0,903,0.925712752692404,0.0011342071611253198,0.0005352941176470588,0.0427479617374413,0.029314847288870596,0.0,0.0005549370025116024,Bumps,Bumps
0,6,0,944,0.9587493693171899,8e-05,0.0,0.0335127340740664,0.007275039465886609,0.0,0.00038285714285714285,Bumps,Bumps
0,6,0,1046,0.8454318512878983,0.0011844818616140898,0.0051747356426233345,0.143468447517105,0.0007825944170771757,6.896551724137931e-05,0.0038889237564419315,Bumps,Bumps
0,6,0,1002,0.2263080898863825,0.0005488639900404604,0.00032875816993464054,0.7233158655236498,0.02782412494570684,0.0,0.021674297484285093,Other_Faults,Bumps
0,6,0,949,0.34957614007781596,0.00011764705882352942,0.01737201489188316,0.59380408499583,0.03891525886424103,0.0,0.00021485411140583554,Other_Faults,Bumps
0,6,0,1250,0.7596144755649494,0.02739402322823375,0.011519152421814288,0.1543408225468433,0.04451122636259668,0.002453633208896367,0.00016666666666666666,Bumps,Bumps
0,6,0,883,0.14860791220625663,0.007634913518072585,0.0,0.3299149133088475,0.004303434922601672,0.00031025641025641024,0.509228569633965,Z_Scratch,Bumps
0,6,0,1135,0.3589965263585825,0.003339395650018582,0.009626795621627474,0.5062560434267869,0.10680364306372374,0.007732154013360466,0.007245441865900616,Other_Faults,Bumps
0,6,0,978,0.5280921584122836,0.011300958027279675,0.0017363960113960114,0.36009421526936697,0.011996562727607988,0.08529971613589729,0.0014799934161698867,Bumps,Bumps
0,6,0,1080,0.45067522503442403,0.06983318806998058,0.003650283039890702,0.37521446049798357,0.018601117791842533,0.06436843824372539,0.017657287322155192,Bumps,Bumps
0,6,0,1195,0.45766352060870585,0.06362302601037959,0.0064585582809103745,0.3720107312416201,0.060720417492723125,0.018154947969498927,0.021368798396162677,Bumps,Bumps
0,6,0,1294,0.04318063744846934,0.009736172849934853,0.00913438635716966,0.557046391875293,0.37900917285486335,0.0005658178053830228,0.0013274208088871443,Other_Faults,Other_Faults
0,6,0,1472,0.6674170378575023,0.0016888990251791019,0.0035579411764705884,0.31079083655499,0.002582523791867507,0.0,0.013962761593990214,Bumps,Other_Faults
0,6,0,1896,0.18814502173944628,7.407407407407407e-05,0.0,0.7519513701000736,0.01971496821641731,0.00020634920634920634,0.039908216663640445,Other_Faults,Other_Faults
0,6,0,1476,0.833925056165628,7.692307692307693e-05,0.0003870967741935484,0.12425322268495614,0.0377284886789761,0.003629212619324181,0.0,Bumps,Other_Faults
0,6,0,1286,0.26156011607507057,0.0270865019909476,0.0007729363400202516,0.48986571226422826,0.190860239736239,0.0009958173690932312,0.02885867622440136,Other_Faults,Other_Faults
0,6,0,1816,0.3179161152367929,0.01965312230738275,0.005152956854905877,0.3528663016974607,0.251977845052524,0.04318840579710145,0.0092452530538332,Other_Faults,Other_Faults
0,6,0,1431,0.2830828811918372,0.0003262032085561497,0.0,0.2822956593688821,0.0005522171945701357,0.0011709274935590723,0.4325721115425939,Z_Scratch,Other_Faults
0,6,0,1869,0.40232245678108697,0.00024014336917562722,0.01692615244728847,0.5273055533454902,0.04723915351688852,0.0,0.005966540540069956,Other_Faults,Other_Faults
0,6,0,1587,0.21064733206724437,0.0003440199834723161,0.0008494635138571063,0.7521194107641228,0.015422270096848678,0.0,0.020617503574454344,Other_Faults,Other_Faults
0,6,0,1712,0.06935748762836771,0.004,0.03423786097167085,0.8673620266870509,0.011651617658393842,0.007081979926122002,0.006309027128394326,Other_Faults,Other_Faults
0,6,0,1878,0.3936808760413808,0.0041872414399457495,0.00036764705882352946,0.5565339213470883,0.0024033301976462743,0.0,0.0428269839151155,Other_Faults,Other_Faults
0,6,0,1477,0.25612371296746606,0.026558137820304476,0.04662905109330352,0.5989626661551125,0.009965419159495333,0.026729222896023478,0.03503178990829515,Other_Faults,Other_Faults
0,6,0,1904,0.1588190883174936,0.0009824354186118891,0.0001111111111111111,0.7825043624728539,0.01984773245082541,0.0,0.03773527022910501,Other_Faults,Other_Faults
0,6,0,1558,0.046401381784607114,0.010431103863456803,0.0005,0.9271423789579591,0.010231341863005148,0.0010357142857142856,0.004258079245257156,Other_Faults,Other_Faults
0,6,0,1684,0.030066991491789798,0.03813503092274814,0.06580740590559402,0.8365129054804095,0.02102666366589842,0.0,0.008451002533559583,Other_Faults,Other_Faults
0,6,0,1361,0.21636272643397356,0.0016067576993583188,0.1877792615732162,0.5422152760558144,0.018812780816175212,0.003364014743999264,0.029859182677464246,Other_Faults,Other_Faults
0,6,0,1435,0.26207836413984487,0.010783705054902606,0.0,0.464402474658666,0.24911957333196538,0.0,0.013615882814621378,Other_Faults,Other_Faults
0,6,0,1531,0.650897965097583,0.005878778787832084,0.005625980581706961,0.19829229518397684,0.12050891181409576,0.0,0.018796068534804956,Bumps,Other_Faults
0,6,0,1850,0.06403130267112045,0.04948015891721504,0.03315345863714723,0.759192376726063,0.05149538360971857,0.004440014783629855,0.03820730465510605,Other_Faults,Other_Faults
0,6,0,1428,0.45268359075409653,0.01758909808418203,0.000125,0.48220364206598476,0.002830928197229681,0.0,0.04456774089850738,Other_Faults,Other_Faults
0,6,0,1871,0.6733444262650775,0.005746578399291602,0.0001944444444444444,0.31278423302783886,0.006538668384482276,0.0,0.00139164947886588,Bumps,Other_Faults
0,6,0,1592,0.0023418394471026046,0.0,0.9754133407528147,0.018561529201792364,0.00125,0.0,0.0024332905982905988,K_Scratch,Other_Faults
0,6,0,1487,0.016846072906699646,0.004463293196760016,0.01976688937903388,0.9457771027642212,0.011618503775490787,0.0,0.0015281379777947284,Other_Faults,Other_Faults
0,6,0,1931,0.09570528781790295,0.007015373110194842,0.03701952956583823,0.8309070723397523,0.005140726262208334,0.004399695065892372,0.01981231583821138,Other_Faults,Other_Faults
0,6,0,1659,0.31613534302438295,0.033337600008063656,0.01820715256666868,0.545307472036709,0.08500511862677478,0.001539315879951674,0.00046799785745019017,Other_Faults,Other_Faults
0,6,0,1333,0.1264593670879752,0.01305484037894294,0.0107356992119504,0.6248895398680303,0.19145402258604938,0.00044396551724137933,0.032962565349809896,Other_Faults,Other_Faults
0,6,0,1589,0.08870295240460548,0.0036258043970078323,0.01167453857557169,0.8791364667412768,0.013149496440545382,0.0015236216193566464,0.002187119821635951,Other_Faults,Other_Faults
0,6,0,1643,0.7842504743066998,0.001085572473503508,0.005573617150369096,0.15106040282110406,0.042601774215936014,0.015361492365721565,6.666666666666667e-05,Bumps,Other_Faults
0,6,0,1689,0.10904695014053473,0.0026652592747754052,0.08542697525515591,0.7505300757053514,0.011174570608901691,0.0024209425004223287,0.03873522651485852,Other_Faults,Other_Faults
0,6,0,1696,0.04937271160099596,0.03522859619166862,0.00017407407407407408,0.5977470325706323,0.2856189495589676,0.00044396551724137933,0.03141467048642022,Other_Faults,Other_Faults
0,6,0,1665,0.39569486196233294,0.0003042596348884381,0.0,0.5673329517012796,0.02120081849806108,0.0,0.015467108203438116,Other_Faults,Other_Faults
0,6,0,1825,0.02299060706853207,0.04036462296759782,0.017834674135264374,0.8341522846480529,0.05488183655502381,0.0033644703190200565,0.026411504306509792,Other_Faults,Other_Faults
0,6,0,1715,0.04960314889216561,0.003275814774126968,0.4524468937978611,0.4530720993272012,0.010849940663957431,0.025599088989042524,0.005153013555645135,Other_Faults,Other_Faults
0,6,0,1748,0.051011237402193994,0.01695515084005867,0.12196230764966935,0.7620711501143559,0.0288508069023721,0.0,0.019149347091350077,Other_Faults,Other_Faults
0,6,0,1697,0.047533384182951846,0.04855303217980624,0.020825904662563004,0.6267774011474248,0.19190715625535432,0.0011147830612226897,0.06328833851067793,Other_Faults,Other_Faults
0,6,0,1757,0.010855100072341436,0.0,0.0,0.3367485503250757,7.692307692307693e-05,0.0,0.6523194265256601,Z_Scratch,Other_Faults
0,6,0,1915,0.06028594326347462,0.006105002385787364,0.060442716061630174,0.7548170155282297,0.0007313695370621367,0.0771657973503169,0.040452155873499436,Other_Faults,Other_Faults
0,6,0,1359,0.059676775140027366,0.0026908602150537636,0.02131999522216914,0.9138042845565988,0.0013783912324234905,0.0,0.0011296936337258918,Other_Faults,Other_Faults
0,6,0,1427,0.3872201952314767,0.0015206432954105805,0.0,0.5556921339382744,0.0016185536104081466,0.0001111111111111111,0.053837362813319335,Other_Faults,Other_Faults
0,6,0,1807,0.16209811161982374,0.0010051283881868588,0.0,0.7983551403262813,0.01660833076645151,0.00015384615384615385,0.021779442745410268,Other_Faults,Other_Faults
0,6,0,1512,0.14250114575726772,0.011417599235540333,0.021301834346810888,0.7096133040980097,0.10191917899101587,0.0028725495623339635,0.010374388009021424,Other_Faults,Other_Faults
0,6,0,1446,0.49335022493356767,0.016128876122178053,0.003285727796169651,0.4726018803131897,0.00578243935432389,0.0,0.008850851480571185,Bumps,Other_Faults
0,6,0,1641,0.8180710488988147,0.00020192307692307691,0.005573617150369096,0.13161658060661832,0.04044881566562028,0.004088014601655574,0.0,Bumps,Other_Faults
0,6,0,1849,0.0577198719731822,0.05074746710440239,0.03362899663904347,0.7666662834878318,0.05113381079723198,0.004136609210874439,0.03596696078743424,Other_Faults,Other_Faults
0,6,0,1719,0.11383271260329836,0.07159397989977997,0.039656125461684684,0.4859006694444487,0.1967350066141698,0.009643429297281408,0.08263807667933785,Other_Faults,Other_Faults
0,6,0,1784,0.039837795384326836,0.003555567632013682,0.02387140907957402,0.9112109223116954,0.00023999999999999998,0.012846073589552372,0.008438232002838235,Other_Faults,Other_Faults
0,6,0,1650,0.4485215645862081,0.018385121695816162,0.005692946216950005,0.408025182408055,0.05863053053901506,0.056690753684447356,0.004053900869510429,Bumps,Other_Faults
0,6,0,1824,0.22280925556747447,0.0030864601305658967,0.0,0.34599547719185175,0.009796153427045864,0.0,0.41831265368306225,Z_Scratch,Other_Faults
0,6,0,1908,0.08113557159659436,0.005827047231449643,0.07159626818494381,0.7797521731256564,0.004064262795280429,0.02114170989420827,0.03648296717186671,Other_Faults,Other_Faults
0,6,0,1889,0.131874754557997,0.007938077137287662,0.0008886294764705559,0.5867191479766595,0.25976516450124326,0.0026569498500540883,0.010157276500286565,Other_Faults,Other_Faults
0,6,0,1271,0.1398561624846562,0.029900933953692328,0.043563813341260076,0.6227580989289626,0.12760319280357918,0.0006668894830659537,0.03565090900478261,Other_Faults,Other_Faults
0,6,0,1385,0.0987507201882406,0.00403746409618197,0.11498666256733513,0.7434579336506493,0.00261146757636192,0.032673601606517645,0.003482150314712553,Other_Faults,Other_Faults
0,6,0,1314,0.1762202481162165,0.18950801133177356,0.0005827112542629785,0.4403355328860901,0.12799447373226905,0.00034253968253968254,0.06501648299685027,Other_Faults,Other_Faults
0,6,0,1547,0.137021739403032,0.039566355849166804,0.051955908428856216,0.6879222223157859,0.0045028519523439385,0.04722132090383052,0.031809601146984945,Other_Faults,Other_Faults
0,6,0,1405,0.31119376832266016,0.0017090982915091573,0.0015292315756712043,0.672791809288061,0.01104909858538777,8.333333333333333e-05,0.0016436606033767979,Other_Faults,Other_Faults
0,6,0,1636,0.666067499396641,0.0010496004378763,0.006061789861028295,0.31076669972034476,0.0018514986188224566,9.523809523809523e-05,0.014107673870048621,Bumps,Other_Faults
0,6,0,1616,0.05773110815249325,0.034537231815434874,0.003754957311798744,0.8782255351931858,0.01255232482580192,0.004594426176267607,0.0086044165250177,Other_Faults,Other_Faults
0,6,0,1511,0.19754574600833072,0.04047826636826325,0.1286927016419802,0.5256897984095524,0.06636990126099386,0.00017391304347826085,0.041049673267402664,Other_Faults,Other_Faults
0,6,0,1360,0.12498522078741979,0.026630800610175833,0.05178399286233721,0.6639698371204482,0.003929964059681135,0.12132363973033962,0.007376544829598374,Other_Faults,Other_Faults
0,6,0,1867,0.032111653275536264,0.014840791752759297,0.0010457881773399014,0.9339859716772589,0.0074492727795929135,0.0,0.010566522337512747,Other_Faults,Other_Faults
0,6,0,1925,0.2100395180014885,0.004002299589900207,0.035474740694295154,0.7226973490638889,0.009959796336362617,0.0005925027622820491,0.01723379355178301,Other_Faults,Other_Faults
0,6,0,1753,0.010801147503171475,0.0,0.0,0.33624901690019904,0.0,0.0,0.6529498355966298,Z_Scratch,Other_Faults
0,6,0,1549,0.3951196876897748,0.16226489565774596,0.0020884555916711525,0.3180304702876955,0.07479672928992238,0.0027816286787463555,0.04491813280444437,Bumps,Other_Faults
0,6,0,1891,0.12849976885921202,0.0014961443137189135,0.0007014441497200116,0.8292447666281496,0.007158224403398655,0.0,0.032899651645802254,Other_Faults,Other_Faults
0,6,0,1458,0.4016993799971967,0.00030192307692307696,0.3844446326397515,0.1864133972049597,0.022524960406077536,0.003299928303137752,0.0013157783719548424,Bumps,Other_Faults
0,6,0,1813,0.495302472082234,0.06258889730899646,0.004070014182974248,0.33222789839422423,0.018855617122682702,0.08522955361152797,0.0017255472973621792,Bumps,Other_Faults
0,6,0,1373,0.40386914651055733,0.0001111111111111111,0.0,0.20625100543786348,0.02504962118416028,0.0,0.3647191157563072,Bumps,Other_Faults
0,6,0,863,0.3519831608702133,0.1145105054970635,0.00464936515128331,0.4285168891401414,0.04652933656804262,0.04424173127652469,0.009569011496733231,Other_Faults,Dirtiness
0,6,0,821,0.20348189481964815,0.40839980776130813,0.0009824810315132895,0.25416785811449255,0.08477196764175363,0.00038697318007662834,0.04780901745120952,Dirtiness,Dirtiness
0,6,0,846,0.2232968467251577,0.2543804460008509,0.03697948641085426,0.3166914135741199,0.0749534500770295,0.0016810462638555943,0.09201731094813151,Other_Faults,Dirtiness
0,6,0,823,0.1890896828034933,0.41235175271901187,0.001585330493878881,0.24862943667054777,0.09058011791575618,0.002652065596971702,0.05511161380034239,Dirtiness,Dirtiness
0,6,0,825,0.22261693646206815,0.3937269016218149,0.0006868100358422938,0.24961389002699869,0.08998724108511952,0.00045593869731800767,0.042912282070840364,Dirtiness,Dirtiness
0,6,0,857,0.030894600171328068,0.8016555570147847,0.00018007662835249042,0.0995194297813687,0.06548708415286826,0.0010254910781226567,0.0012377611731768526,Dirtiness,Dirtiness
0,6,0,396,0.009,0.0,0.96675,0.02275,0.0,0.0,0.0015,K_Scratch,K_Scratch
0,6,0,718,0.03579686571598328,0.0,0.8460813279857398,0.08746635472370771,0.0,0.0,0.030655451574569142,K_Scratch,K_Scratch
0,6,0,556,0.0033398553201184765,0.0,0.9667054701146808,0.02855023012075641,0.0,0.0,0.0014044444444444447,K_Scratch,K_Scratch
0,6,0,717,0.04177026143790838,0.002036363636363636,0.8222033762247383,0.10130658754729972,0.0002909090909090909,0.0,0.032392502062780625,K_Scratch,K_Scratch
0,6,0,531,0.0,0.0,0.9964617119722383,0.002358858685174475,0.0,0.0,0.0011794293425872375,K_Scratch,K_Scratch
0,6,0,427,0.0,0.0,0.99975,0.00025,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,552,0.0002222222222222222,0.0,0.9943461538461538,0.0030416666666666665,0.0011944444444444444,0.0,0.0011955128205128206,K_Scratch,K_Scratch
0,6,0,698,0.0,0.0,0.9759100389321468,0.02408996106785317,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,646,0.0,0.0,0.999375,0.000625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,636,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,540,0.0,0.0,0.9864903846153846,0.008903846153846153,0.0,0.0,0.004605769230769231,K_Scratch,K_Scratch
0,6,0,516,0.0015,0.0,0.980125,0.016,0.0,0.0,0.002375,K_Scratch,K_Scratch
0,6,0,652,0.0033398553201184765,0.0,0.9669554701146807,0.02830023012075641,0.0,0.0,0.0014044444444444447,K_Scratch,K_Scratch
0,6,0,738,0.34873342757807124,0.004638807256242434,0.04632113176112888,0.5132087651721962,0.015306209157592796,0.056711652522750705,0.015080006552019343,Other_Faults,K_Scratch
0,6,0,473,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,680,0.0,0.0,0.9946600389321468,0.00533996106785317,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,476,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,414,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,667,0.0,0.0,0.9335406593406593,0.06093122710622711,0.0,0.0,0.005528113553113553,K_Scratch,K_Scratch
0,6,0,728,0.01402941645557745,0.0,0.9414409934263646,0.03739963623694275,0.0003076923076923077,0.0,0.006822261573422561,K_Scratch,K_Scratch
0,6,0,574,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,471,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,421,0.018009360086572668,0.00023376623376623377,0.22870562795188049,0.6384985159663424,0.0023592807742652947,0.0011187738527914028,0.11107467513438214,Other_Faults,K_Scratch
0,6,0,355,0.07662413569387168,0.024661973012570542,0.13477497463392943,0.7009311348785189,0.04771856064356373,0.0004583333333333333,0.014830887804212885,Other_Faults,K_Scratch
0,6,0,448,0.14363143666334974,0.0014554123029622119,0.34723131368155463,0.3911959276254717,0.01166023861721803,0.0006943086121496915,0.10413136249729493,Other_Faults,K_Scratch
0,6,0,681,0.000125,0.0,0.9335803605695739,0.06629463943042625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,547,0.0002222222222222222,0.0,0.9978461538461538,0.0006666666666666666,0.0004444444444444444,0.0,0.0008205128205128205,K_Scratch,K_Scratch
0,6,0,491,0.004105263157894736,0.0,0.9881118421052633,0.005407894736842106,0.0,0.0,0.002375,K_Scratch,K_Scratch
0,6,0,619,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,583,0.0,0.0,0.9995,0.0005,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,557,0.0,0.0,0.9995961538461539,0.0,0.0,0.0,0.00040384615384615383,K_Scratch,K_Scratch
0,6,0,410,0.000125,0.0,0.99975,0.0,0.0,0.0,0.000125,K_Scratch,K_Scratch
0,6,0,418,0.026021205434534938,0.0,0.8539060803358856,0.11861271422957911,0.0,0.0,0.0014600000000000001,K_Scratch,K_Scratch
0,6,0,597,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,367,0.010985688074367788,0.0,0.8792663946408092,0.1047275513591033,0.00476127966093812,0.0,0.0002590862647788644,K_Scratch,K_Scratch
0,6,0,415,0.0,0.0,0.994375,0.00375,0.00125,0.0,0.000625,K_Scratch,K_Scratch
0,6,0,497,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,568,0.0,0.0,0.998171052631579,0.0013026315789473684,0.0,0.0,0.0005263157894736842,K_Scratch,K_Scratch
0,6,0,606,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,42,0.03976204504779106,0.00978802875796845,0.004316331058611954,0.136291955091221,0.8090085347716484,0.0,0.0008331052727604451,Pastry,Pastry
0,6,0,80,0.0849866042107068,0.12325560188946255,0.07715038513112125,0.6505130895955804,0.053725974224307395,0.000900501253132832,0.0094678436956888,Other_Faults,Pastry
0,6,0,4,0.06553952763003698,0.09173779737530928,0.0019284573502722324,0.45387723814632397,0.35306107588176877,0.0001111111111111111,0.03374479250517724,Other_Faults,Pastry
0,6,0,154,0.10707027264018132,8.333333333333333e-05,0.0,0.06341989886321342,0.2752950776122888,0.0,0.5541314175509835,Z_Scratch,Pastry
0,6,0,81,0.05832063028378787,0.5459590486529576,0.003915929865426892,0.21656082703684895,0.17454716827997188,0.00043552631578947366,0.0002608695652173913,Dirtiness,Pastry
0,6,0,66,0.165174737832526,0.10832242866191048,0.00012903225806451613,0.2633047154173861,0.4541117839801047,0.0,0.008957301850009272,Pastry,Pastry
0,6,0,53,0.27509409196082885,0.00997606017671222,0.001300555719363769,0.4232167719984391,0.28096627228332777,0.0,0.009446247861328184,Other_Faults,Pastry
0,6,0,70,0.3423804172418863,0.0038418361431142873,0.0014313911420358197,0.5226726399795261,0.1264048268342706,0.0,0.0032688886591673116,Other_Faults,Pastry
0,6,0,60,0.25187674477386274,0.02036195347673132,0.0002,0.35898231217448373,0.35660061598082915,0.0,0.01197837359409391,Other_Faults,Pastry
0,6,0,98,0.07793341705014914,0.02993374137959275,0.005790317344498506,0.4893903147147297,0.37846057534827593,0.00023563218390804596,0.01825600197884523,Other_Faults,Pastry
0,6,0,9,0.1836550341012874,0.028936221029511634,0.06009418123016568,0.442313818748851,0.17580513946963197,0.0006962962962962962,0.10849930912425726,Other_Faults,Pastry
0,6,0,110,0.16217236019695747,0.1316895611486463,0.0029025015308681372,0.31181339053162554,0.36034385457126716,0.0034294369464957708,0.027648895074140062,Pastry,Pastry
0,6,0,153,0.08874006519763708,0.00016,0.0,0.056834839433304404,0.23501195536686556,0.0,0.6192531400021932,Z_Scratch,Pastry
0,6,0,18,0.06563761720073803,0.014103484407140657,0.0027989627499609357,0.28256592730262964,0.632253540099626,0.00013333333333333334,0.0025071349065726883,Pastry,Pastry
0,6,0,6,0.08483753779768,0.011689318076513572,0.16590811705650282,0.56386051906394,0.125183225181124,0.0,0.0485212828242399,Other_Faults,Pastry
0,6,0,150,0.13711888454737428,0.010664911234405366,0.0011608673745030105,0.4621525474288966,0.3262344858135143,0.0002541507024265645,0.062414152898879326,Other_Faults,Pastry
0,6,0,305,0.005765135688684079,0.00024333333333333336,0.0,0.006573670576735093,0.012668640785737562,0.0,0.97474921961551,Z_Scratch,Z_Scratch
0,6,0,226,0.003128634080119391,8.333333333333333e-05,0.0,0.006506293876973717,0.004299200058558497,0.0,0.985982538651015,Z_Scratch,Z_Scratch
0,6,0,208,0.0007494059144516809,0.0,0.0,0.004386937852384077,0.000125,0.0,0.9947386562331642,Z_Scratch,Z_Scratch
0,6,0,284,0.022645655756826363,0.0,0.0,0.029110054955048544,0.04809663017122768,0.0,0.9001476591168971,Z_Scratch,Z_Scratch
0,6,0,240,0.1370398268182922,0.00017777777777777776,0.0,0.28252303682413876,0.0009529334588288983,0.00017692307692307693,0.5791295020440395,Z_Scratch,Z_Scratch
0,6,0,250,0.00816715762042914,0.0,0.0,0.01961015364409584,0.010025394787883942,0.0,0.9621972939475912,Z_Scratch,Z_Scratch
0,6,0,204,0.007287868821911669,0.00016025641025641023,0.0,0.01334628607458719,0.014146749446534428,0.0,0.9650588392467104,Z_Scratch,Z_Scratch
0,6,0,280,0.09398071285920427,0.0,0.0,0.054273655054265804,0.2480897639201157,0.0,0.6036558681664144,Z_Scratch,Z_Scratch
0,6,0,276,0.006722320861100551,0.00020192307692307691,0.0,0.013025559870966248,0.010988723700350783,0.0,0.9690614724906597,Z_Scratch,Z_Scratch
0,6,0,185,0.08867080110528386,0.0,0.00042391304347826086,0.16667719444894577,0.0,0.0,0.7442280914022908,Z_Scratch,Z_Scratch
0,6,0,309,0.00563726790450928,0.0,0.0,0.27238458242163255,0.0,0.0,0.721978149673857,Z_Scratch,Z_Scratch
0,6,0,290,0.00016,0.0,0.0,0.00025,0.0005250000000000001,0.0,0.9990650000000001,Z_Scratch,Z_Scratch
0,6,0,282,0.004479508448540709,0.0,0.0,0.0012756091424333915,0.011243837535014005,0.0,0.9830010448740119,Z_Scratch,Z_Scratch
0,6,0,248,0.00704128637834193,0.00020192307692307691,0.0,0.011669159087841326,0.010988723700350783,0.0,0.9700989077565431,Z_Scratch,Z_Scratch
0,6,0,334,0.1733145920534149,0.0018890642381354456,0.24800241119059394,0.4372920960557179,0.008348481019976551,0.00693297720357917,0.12422037823858373,Other_Faults,Z_Scratch
0,6,0,242,0.006912012874068425,0.0,0.0,0.01239971823457694,0.010450262161889245,0.0,0.9702380067294657,Z_Scratch,Z_Scratch
0,6,0,295,0.003579169453734671,0.0,0.0,0.014382676168200464,0.011486494451366574,0.0,0.9705516599266985,Z_Scratch,Z_Scratch
0,6,0,299,0.00019799777530589543,0.0,0.0,0.011172321912422024,0.0,0.0,0.9886296803122718,Z_Scratch,Z_Scratch
0,6,0,322,0.00593805160356884,0.0,0.0,0.27515853401954066,0.0,0.0,0.7189034143768894,Z_Scratch,Z_Scratch
0,6,0,765,0.0026555555555555564,0.0,0.0028805555555555563,0.0532222222222222,0.0,0.9412416666666671,0.0,Stains,Stains
0,6,0,774,0.000375,0.0,0.003125,0.055360294117647056,0.0,0.941139705882353,0.0,Stains,Stains
0,6,0,747,0.000125,0.0,0.003763888888888889,0.017083333333333336,0.0,0.9790277777777778,0.0,Stains,Stains
0,6,0,801,0.000375,0.0,0.0047638888888888896,0.024693627450980395,0.0,0.9701674836601307,0.0,Stains,Stains
0,6,0,739,0.14069058738344792,0.008901367521367522,0.003697115267511687,0.8171757498918327,0.012696917158026604,0.003926592376080867,0.01291167040173385,Other_Faults,Stains
0,6,0,792,0.0001,0.0,0.000825,0.0145,0.0,0.9845750000000001,0.0,Stains,Stains
0,6,0,770,0.051064182187326654,0.007559086150966706,0.08806077192162758,0.45630483564545815,0.004933416422945297,0.39047773357955406,0.0015999740921217999,Other_Faults,Stains
0,7,0,907,0.9519163964711153,0.00025,0.0,0.024430053523588867,0.019466593483556775,0.0,0.00393695652173913,Bumps,Bumps
0,7,0,1205,0.8112666209273763,0.0021765783774779263,0.003168349095910766,0.16435213421506062,0.003880722196621745,0.0,0.015155595187552568,Bumps,Bumps
0,7,0,1074,0.43525371107453775,0.035406683732339614,0.0019195281853715456,0.4472726112133396,0.035769613076115335,0.04217792072512467,0.002199931993170782,Other_Faults,Bumps
0,7,0,939,0.6973500425622958,0.005131191101399829,0.00013793103448275863,0.20963859652640898,0.0797806621990884,0.0,0.007961576576324911,Bumps,Bumps
0,7,0,1173,0.798117789562944,0.0004955067920585163,0.0010788891061972261,0.19311590909442816,0.004526830877278448,0.0,0.002665074567094398,Bumps,Bumps
0,7,0,1247,0.8003226636783013,0.02608826282615255,0.008574260227582384,0.10953772368297995,0.029208772266426555,0.025512073768505443,0.0007562435500515996,Bumps,Bumps
0,7,0,1092,0.44332666702967877,0.025337537110061942,0.007766281222421394,0.4485569032390411,0.06798420609993346,0.007028405298864895,0.0,Other_Faults,Bumps
0,7,0,932,0.9602648497375047,7.692307692307693e-05,0.0,0.018739931110956582,0.020602819884139666,0.0,0.00031547619047619046,Bumps,Bumps
0,7,0,1153,0.7725219705679274,0.00520657034743722,0.012816074510783884,0.1936529913997029,0.00726450091360308,0.00011764705882352942,0.008420245201722108,Bumps,Bumps
0,7,0,1087,0.18555273072293862,0.00019047619047619045,0.1756675142728391,0.5990686076561593,0.03729334430379876,0.0018583613365467098,0.00036896551724137925,Other_Faults,Bumps
0,7,0,1229,0.9077212191696776,0.0026220121381886094,0.0007609447004608294,0.083799318728919,0.0018505716979128957,0.0,0.0032459335648401073,Bumps,Bumps
0,7,0,1254,0.06479447770607846,0.0,0.0,0.04111289015155684,0.35617826068045616,0.0,0.537914371461909,Z_Scratch,Bumps
0,7,0,1218,0.7966431062486964,0.000375,0.01023625637496356,0.17147111716786312,0.021141038562203285,0.0,0.00013348164627363738,Bumps,Bumps
0,7,0,980,0.35133085705700606,0.004755768010378205,0.13637385823967516,0.47095020296280243,0.031042136990368938,0.005547176739769469,0.0,Other_Faults,Bumps
0,7,0,1263,0.6196852798750271,0.01898747194054708,9.090909090909092e-05,0.27091640434811187,0.06969015337595413,0.00011764705882352942,0.02051213431062738,Bumps,Bumps
0,7,0,1259,0.6376460447770105,0.017701870261450446,0.000748859649122807,0.2807309996047439,0.05237474056011926,0.0,0.010797485147553123,Bumps,Bumps
0,7,0,1001,0.2711170993390823,0.001379821752649902,0.002315592903828198,0.5697037150959579,0.14477048977563808,0.0005781063321385902,0.010135174800705412,Other_Faults,Bumps
0,7,0,1134,0.02160870179815105,0.006797896865776124,0.34206021948431264,0.6085940841057127,0.016703129179616954,0.0020392844857241143,0.0021966840807076757,Other_Faults,Bumps
0,7,0,869,0.09078622119440802,0.014154249292892919,0.01175833483103402,0.4690079124021359,0.3975577822435854,0.000375,0.016360500035943616,Other_Faults,Bumps
0,7,0,1072,0.35583466653051266,0.0,0.0,0.22853037229877207,0.057079948266388035,0.0006365359477124181,0.357918476956615,Z_Scratch,Bumps
0,7,0,884,0.09279965062325836,0.0,0.0,0.1583221411795076,0.008507665817332732,0.0002426470588235294,0.740127895321075,Z_Scratch,Bumps
0,7,0,1138,0.21828351851751154,0.04161772069289504,0.01603478287791501,0.496236359176442,0.14105302291283978,0.00014814814814814815,0.08662644767424821,Other_Faults,Bumps
0,7,0,1023,0.4422567440191459,0.0006758658008658009,0.00038920361247947455,0.5265497186591717,0.02695463461249157,6.666666666666667e-05,0.0031071666291790103,Other_Faults,Bumps
0,7,0,1210,0.8018509736116075,0.024073468576390162,0.0027281015261599977,0.14909362181600605,0.02015373685114789,0.0,0.002100097618688277,Bumps,Bumps
0,7,0,1149,0.7428563834461532,0.007127107963282485,0.009743600493225243,0.21962329673279557,0.01831470005017961,7.692307692307693e-05,0.0022579882374405705,Bumps,Bumps
0,7,0,1058,0.6064748003627002,0.00028695652173913046,0.00010526315789473683,0.3727670771550197,0.008291974099365088,0.0005457911082052959,0.011528137595074907,Bumps,Bumps
0,7,0,1083,0.07183746438242966,0.020303803657668474,0.05925515887734304,0.21868262909539082,0.6269387462804539,0.0,0.002982197706713836,Pastry,Bumps
0,7,0,872,0.14020361350794616,0.01395304085924952,0.04458014460933205,0.7279282605456521,0.07316351190639148,0.00017142857142857143,0.0,Other_Faults,Bumps
0,7,0,1142,0.5606907754341286,0.0,0.001548202614379085,0.41069796204369446,0.008874118401132012,0.0,0.018188941506666043,Bumps,Bumps
0,7,0,1104,0.13390544770793336,0.0022997615309147874,0.0007441664786826078,0.7928704063791101,0.028891034576650945,0.0044625436139368035,0.03682663971277111,Other_Faults,Bumps
0,7,0,992,0.6252641129639531,0.02094123221847196,0.0002959887798036466,0.32654628037837974,0.020122382195944245,0.0,0.0068300034634474404,Bumps,Bumps
0,7,0,1209,0.941085993996727,0.0006477272727272727,0.0018450686726303423,0.05025294774199697,0.00589192352678727,0.0,0.00027633878913078025,Bumps,Bumps
0,7,0,1211,0.842076702332327,0.006795057020551773,0.005626393972208288,0.13304254827493556,0.010686786390116717,0.0,0.0017725120098605553,Bumps,Bumps
0,7,0,957,0.706476390290832,0.009577604015144316,0.0,0.2684176777738058,0.015024515284053465,0.0,0.0005038126361655773,Bumps,Bumps
0,7,0,1194,0.4521014529752746,0.020042781062474778,0.0028957016133313467,0.43185831021270266,0.0353760845679506,0.05217698312925618,0.00554868643900902,Bumps,Bumps
0,7,0,1059,0.707965139005339,0.0,0.00021666666666666668,0.27658642122588817,0.0023354407842946004,0.0,0.012896332317812276,Bumps,Bumps
0,7,0,1111,0.10253783353873762,0.0013785797931708847,0.013835873383874873,0.8415031546812556,0.012428728425453742,0.011163295438063513,0.01715253473944322,Other_Faults,Bumps
0,7,0,1201,0.42931709672624235,0.0034471046932674004,0.0,0.5168234882007432,0.010493626147863479,0.0,0.03991868423188344,Other_Faults,Bumps
0,7,0,969,0.027459742835015222,0.0011561076604554865,0.021095788663923715,0.9252588359130184,0.004794713141264865,0.0017800234103303157,0.018454788375991803,Other_Faults,Bumps
0,7,0,1126,0.34062747429014106,0.013120634824370576,0.01560010049718166,0.47867696950221306,0.07883162377007333,0.012631931569359517,0.060511265546660066,Other_Faults,Bumps
0,7,0,1382,0.02159711180124221,0.0,0.7059510390270815,0.18758440955815148,0.032695652173913105,0.0,0.052171787439613405,K_Scratch,Other_Faults
0,7,0,1312,0.06817039796717014,0.03870722656370423,0.011406203505618998,0.7468905905390074,0.0740962755673189,0.0023521965738974976,0.05837710928328337,Other_Faults,Other_Faults
0,7,0,1929,0.2830998177644217,0.007871829562373317,0.25798639595884215,0.3541090089383142,0.011083941278861604,0.002790607963220439,0.0830583985339672,Other_Faults,Other_Faults
0,7,0,1338,0.12201150848372457,0.014790392715743476,0.019018247528168258,0.7071815469975306,0.06307984794146855,0.003775987329991951,0.07014246900337236,Other_Faults,Other_Faults
0,7,0,1543,0.04797354594295423,0.030452127276627924,0.2951273208981034,0.5274879080383169,0.0727912276644561,0.0003281733746130031,0.02583969680492797,Other_Faults,Other_Faults
0,7,0,1535,0.3144148959907569,0.14145779807303735,0.009361954887218039,0.3524945176629763,0.12422799416364116,0.000888888888888889,0.057153950333479024,Other_Faults,Other_Faults
0,7,0,1279,0.23630105715128658,0.0024429141131772705,0.006808757205961407,0.37617239798289887,0.3740173486081289,0.0,0.004257524938547327,Other_Faults,Other_Faults
0,7,0,1526,0.03696145449421148,0.02295136664341111,0.09558452109612255,0.7691595536240274,0.030564113025957497,0.0010252635046113308,0.04375372761165736,Other_Faults,Other_Faults
0,7,0,1429,0.31419575890117407,0.015289105032594487,0.0,0.4024930592843909,0.24663928707772612,0.007811432251183563,0.013571357452931728,Other_Faults,Other_Faults
0,7,0,1866,0.03186194229203827,0.02432879074269635,0.0,0.9180003990638669,0.017407928415282343,6.451612903225807e-05,0.00833642335708293,Other_Faults,Other_Faults
0,7,0,1501,0.03173152157707306,0.004892821155452734,0.0036240421455938695,0.7409512595657488,0.1961126777993973,0.0,0.022687677756733582,Other_Faults,Other_Faults
0,7,0,1520,0.041713137429988306,0.027393872517657555,0.028606258856193816,0.22953984026545038,0.6707108086837352,0.0007105263157894736,0.0013255559311847345,Pastry,Other_Faults
0,7,0,1498,0.035826636141027796,0.0005208885941644562,0.013298030463799251,0.9022271931146049,0.04049693736321154,0.005995004131920969,0.001635310191272766,Other_Faults,Other_Faults
0,7,0,1731,0.02877007437855219,0.008890671694828005,0.020527444569701347,0.916793418160272,0.01802467966284543,0.0010293121693121694,0.00596439936448888,Other_Faults,Other_Faults
0,7,0,1663,0.20824269520680078,0.0067496268467949405,0.00043928571428571427,0.3394789808649408,0.43909058463489786,0.0008055922572051601,0.005193234475076583,Pastry,Other_Faults
0,7,0,1803,0.07120985222610805,0.002079588410922743,0.0,0.8823908413902838,0.015179261010062936,0.0020308295901283278,0.027109627372493762,Other_Faults,Other_Faults
0,7,0,1287,0.4090052685414505,0.018225271847318928,0.005433498374119175,0.4294474205532838,0.10236266663144317,0.0017197967064216928,0.033806077345961784,Other_Faults,Other_Faults
0,7,0,1770,0.09019976105396832,0.009476554297835128,0.025548700733983017,0.817089633276236,0.00910096786197003,0.036965110482751216,0.011619272293256058,Other_Faults,Other_Faults
0,7,0,1611,0.5645360618273259,0.005468261057328769,0.0,0.371692926498132,0.0495111439384032,6.666666666666667e-05,0.008724940012144248,Bumps,Other_Faults
0,7,0,1760,0.020457714138286894,0.0,0.0,0.3716769671071452,0.004575,0.0,0.6032903187545676,Z_Scratch,Other_Faults
0,7,0,1673,0.24626895705022497,0.25088249009304925,0.0010575504273175559,0.3347999125111173,0.12552025138817502,0.00019457013574660634,0.0412762683943697,Other_Faults,Other_Faults
0,7,0,1397,0.206708072958305,0.0034172651605308977,0.19323446464470365,0.5398038611285343,0.05513855059854715,0.00033552631578947367,0.0013622591935902046,Other_Faults,Other_Faults
0,7,0,1739,0.48396912867637204,0.0022423996335165755,0.004068667148051449,0.3893537603864319,0.1192715494624874,9.090909090909092e-05,0.001003585602232166,Bumps,Other_Faults
0,7,0,1892,0.2662390586506063,0.01592502326639503,0.0,0.6409652151179823,0.04016976091982631,0.02258952455588168,0.014111417489307955,Other_Faults,Other_Faults
0,7,0,1702,0.019901815895844496,0.041931885080585644,0.015158766797071515,0.8999429578788584,0.017628655618466223,0.0,0.005435918729172997,Other_Faults,Other_Faults
0,7,0,1291,0.029912469616526733,0.010095332082528875,0.008229193980767264,0.6471572226891423,0.26932703679619385,0.0,0.03527874483484062,Other_Faults,Other_Faults
0,7,0,1841,0.05043891331304108,0.0035976011994003007,0.03262076589721256,0.8908591588050353,0.008592439695761277,0.002964833059660646,0.010926288029888551,Other_Faults,Other_Faults
0,7,0,1761,0.0575913325218205,8e-05,0.00017523809523809525,0.3630307629266075,0.00030728335991493883,0.0001111111111111111,0.5787042719853063,Z_Scratch,Other_Faults
0,7,0,1593,0.026434383929487694,0.011466686486887725,0.0021920597518423606,0.9470119787286584,0.003719518679672132,0.0032045518207282912,0.005970820602723283,Other_Faults,Other_Faults
0,7,0,1365,0.030302387524188255,0.00025,0.06813967707944396,0.8530857526880661,0.007396436356975459,0.03836309793163498,0.0024626484196917636,Other_Faults,Other_Faults
0,7,0,1682,0.08680324731541098,0.009735196982605467,0.042175325427447556,0.7898243504066798,0.024857723885554694,0.008821959311048054,0.03778219667125303,Other_Faults,Other_Faults
0,7,0,1307,0.2779375631533517,0.012869549940262721,0.000337652385928248,0.3406998883006393,0.3642697152635843,0.0,0.003885630956234042,Pastry,Other_Faults
0,7,0,1919,0.08833731879135003,0.0014996515165205864,0.007967333955524682,0.8281015365782525,0.007199878119028461,0.015687783099814417,0.05120649793950998,Other_Faults,Other_Faults
0,7,0,1775,0.10051544313940776,0.0008108620689655173,0.028350436977899587,0.8460094316646327,0.009149431058848667,0.01215215877384206,0.00301223631640414,Other_Faults,Other_Faults
0,7,0,1318,0.03601521546194258,0.0013342129902808434,0.02419698190718194,0.901971187321539,0.006030027609987013,0.02442023366915916,0.006032141039909676,Other_Faults,Other_Faults
0,7,0,1743,0.022725961199858997,0.00360597033685269,0.013326228731681626,0.9511461259540995,0.002546345241060732,0.0007721391511714092,0.005877229385274926,Other_Faults,Other_Faults
0,7,0,1897,0.23599462420303716,0.0,0.00013118279569892472,0.7056180106771928,0.014229183551177938,0.004835258217104864,0.03919174055578763,Other_Faults,Other_Faults
0,7,0,1855,0.21941330628755962,0.003822089094157527,0.005239054631274312,0.4516002264951723,0.3163873629807157,0.0,0.0035379605111199365,Other_Faults,Other_Faults
0,7,0,1577,0.2427314495099182,0.011356871684549826,0.001803410204959312,0.4183068334660556,0.3181148575702491,0.002473503349942925,0.005213074214325066,Other_Faults,Other_Faults
0,7,0,1283,0.03849639548340602,0.01207729482273929,0.007843566943269157,0.5037518318136441,0.4188882433511804,0.0,0.018942667585760194,Other_Faults,Other_Faults
0,7,0,1366,0.23398120417821275,0.028307938168393068,9.523809523809523e-05,0.6655574947622055,0.0384147636567781,0.02197904572090571,0.011664315418266905,Other_Faults,Other_Faults
0,7,0,1414,0.288368371995376,0.021785444223318743,0.001463762661110591,0.42640308535473126,0.24818222452721475,0.0,0.013797111238250566,Other_Faults,Other_Faults
0,7,0,1754,0.05271816377619394,8.695652173913043e-05,0.0,0.19382922058618915,0.22858514507174552,0.0,0.5247805140441316,Z_Scratch,Other_Faults
0,7,0,1899,0.19428198926047854,0.005635297922224915,0.0,0.7315403451358028,0.031025346409279893,0.027281504411692813,0.010235516860520015,Other_Faults,Other_Faults
0,7,0,1320,0.033740339173081293,0.007102517400857801,0.014378395805854812,0.9015801420816822,0.021127494576717174,0.0012790184725668594,0.020792092489239678,Other_Faults,Other_Faults
0,7,0,1937,0.07015134161097213,0.015321572194574001,0.136108101200568,0.7374769494263125,0.005039865269657746,0.000496941391941392,0.035405228905974175,Other_Faults,Other_Faults
0,7,0,1879,0.332625198249518,0.0015620864180912642,0.0003529411764705882,0.6214392662215324,0.008015177453303041,0.0,0.03600533048108407,Other_Faults,Other_Faults
0,7,0,1647,0.37178500104759266,0.037861901575056915,0.005942203548085902,0.4843202953710907,0.06318074682908895,0.03690985162908384,0.0,Other_Faults,Other_Faults
0,7,0,1601,0.5931127906762311,0.0012052631578947368,9.090909090909092e-05,0.2993132665909143,0.06079679692703841,0.00019166666666666665,0.04528930689034558,Bumps,Other_Faults
0,7,0,1394,0.062498816532047884,0.0065334499549473445,0.014404950051265282,0.8810943331272172,0.002567011064225615,0.024386332590780345,0.008515106679516308,Other_Faults,Other_Faults
0,7,0,1881,0.3283660730921416,0.02253813184103076,9.523809523809523e-05,0.5585952719584023,0.04320087777126423,0.020756412049903954,0.02644799519201896,Other_Faults,Other_Faults
0,7,0,1585,0.30281254326529994,0.023208829651403834,0.0016029313162529448,0.2903223614635999,0.37800675486330365,6.451612903225807e-05,0.003982063311107944,Pastry,Other_Faults
0,7,0,1510,0.08743624199512627,0.004238910003882522,0.015503237664591314,0.8556292976697257,0.007392220820427459,0.025237366551782308,0.0045627252944643966,Other_Faults,Other_Faults
0,7,0,1519,0.10003395531142532,0.00689240538916183,0.02031195076535615,0.14484133470396887,0.7277402772017356,0.0,0.00018007662835249042,Pastry,Other_Faults
0,7,0,1309,0.5719888682719343,0.002953537922345973,0.00038568665013898284,0.3861939390097852,0.013654840289339519,0.0,0.024823127856456385,Bumps,Other_Faults
0,7,0,1936,0.09938825064597516,0.0012625835197312277,0.02466397143573431,0.8124761708866592,0.003234428621554976,0.01439392633947541,0.04458066855086972,Other_Faults,Other_Faults
0,7,0,1858,0.03204430326551181,0.04970213354710109,0.00032,0.8988853616834077,0.016127271699017537,0.0016314285714285716,0.0012895012335334911,Other_Faults,Other_Faults
0,7,0,1447,0.818004138511115,0.009027618313328694,0.01633013027347829,0.14928923667791952,0.0015668992404382605,0.0,0.0057819769837196625,Bumps,Other_Faults
0,7,0,1873,0.18306436995732908,0.2040982390951031,0.0,0.5842122597595242,0.01978856980473347,0.0,0.008836561383307911,Other_Faults,Other_Faults
0,7,0,1920,0.10248136777015512,0.0013696515165205869,0.05197588526749801,0.715077510573626,0.004434723919750885,0.01209450985677337,0.11256635109567609,Other_Faults,Other_Faults
0,7,0,1902,0.19587266891205948,0.008576185467174246,0.0,0.7284342922063827,0.031081034163616055,0.030721919361797263,0.00531389988896904,Other_Faults,Other_Faults
0,7,0,1297,0.01901353058004673,0.004337253506597223,0.0024729287037153695,0.604449504245427,0.3690213156978477,0.0,0.0007054672663668164,Other_Faults,Other_Faults
0,7,0,1938,0.15208871037934657,0.00381929918341182,0.28478409078100114,0.4339152638232897,0.007868148927082277,0.0006757356369121075,0.11684875126895708,Other_Faults,Other_Faults
0,7,0,1302,0.020142402879156238,0.006207347284837523,0.0009471381956080782,0.49892092100209473,0.4620248314273738,0.0,0.011757359210929049,Other_Faults,Other_Faults
0,7,0,1618,0.43474223598989303,0.00795569514381947,0.0004761904761904762,0.4988777646601334,0.011565562910133682,0.00021428571428571427,0.04616826510554448,Other_Faults,Other_Faults
0,7,0,1800,0.2061483491807859,0.00019221967963386726,0.0,0.7121641084604253,0.003045149433657494,0.006395306233505018,0.07205486701198978,Other_Faults,Other_Faults
0,7,0,1758,0.018159313725490196,0.0,0.0,0.3730238925766676,0.0,0.0,0.6088167936978417,Z_Scratch,Other_Faults
0,7,0,854,0.04478095189620278,0.8319635774527777,0.00015384615384615385,0.05759854287562468,0.0654030816215483,0.0,0.0001,Dirtiness,Dirtiness
0,7,0,858,0.21840443772685883,0.2927197906269583,0.04172334030943158,0.2946982304782477,0.08782962590708727,0.0026862074790762274,0.06193836747233956,Other_Faults,Dirtiness
0,7,0,818,0.16158364029089503,0.4313379312707033,0.002695916828269769,0.30350674318959203,0.07950767236135244,0.0,0.02136809605918714,Dirtiness,Dirtiness
0,7,0,836,0.7034818637153963,0.018154097212274015,0.0001455026455026455,0.2545384566106675,0.013745307142669517,0.0,0.009934772673491318,Bumps,Dirtiness
0,7,0,859,0.05387214909242851,0.8085899377958314,0.0,0.07118280798604831,0.06527177179235823,0.00075,0.0003333333333333333,Dirtiness,Dirtiness
0,7,0,826,0.1680785929350432,0.14523641164630383,0.03679030333841059,0.478431738485874,0.050752901707141626,0.057006840783303515,0.06370321110392385,Other_Faults,Dirtiness
0,7,0,635,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,649,0.0,0.0,0.995625,0.001875,0.00125,0.0,0.00125,K_Scratch,K_Scratch
0,7,0,548,0.00014814814814814815,0.0,0.9978055555555555,0.001273148148148148,0.0,0.0,0.0007731481481481481,K_Scratch,K_Scratch
0,7,0,357,0.0016492158932188913,0.0,0.8066726260556542,0.18095051332038162,0.010727644730748182,0.0,0.0,K_Scratch,K_Scratch
0,7,0,429,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,570,0.0,0.0,0.991875,0.008125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,363,0.0014673977114007095,0.0,0.8198180216592876,0.1712369358985662,0.007477644730748182,0.0,0.0,K_Scratch,K_Scratch
0,7,0,382,0.05794985318177162,0.0007982375263254947,0.37489695997750105,0.5289220586946448,0.031729952996143486,0.0019131637878034798,0.0037897738358107294,Other_Faults,K_Scratch
0,7,0,463,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,537,0.0,0.0,0.9940238888888889,0.003173888888888889,0.00125,0.0,0.0015522222222222222,K_Scratch,K_Scratch
0,7,0,482,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,605,0.007633599036890588,0.00017391304347826085,0.7906465460471767,0.1431233870419001,0.003827704530087897,0.004008939577132254,0.050585910723333544,K_Scratch,K_Scratch
0,7,0,736,0.03408725625926796,0.0,0.8548465345930688,0.07983416680110328,0.0018581235697940504,0.0,0.029373918776765724,K_Scratch,K_Scratch
0,7,0,539,0.030637556814938363,0.006910643584713519,0.41959332856467524,0.5070564535375912,0.010017628748133056,0.0005505128205128205,0.025233875929435948,Other_Faults,K_Scratch
0,7,0,696,0.00015692307692307693,0.0,0.9716572534423207,0.028185823480757037,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,532,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,545,0.012546502345502863,0.0003928571428571429,0.851807055686402,0.1251343285596826,0.0006518817204301075,0.0001843137254901961,0.009283060819635768,K_Scratch,K_Scratch
0,7,0,529,0.0014069230769230767,0.0,0.9752751985111661,0.022067878411910668,0.0,0.0,0.00125,K_Scratch,K_Scratch
0,7,0,715,0.053449973950933025,0.0,0.8044858689193727,0.09746442472465491,0.00017391304347826085,0.0,0.04442581936156105,K_Scratch,K_Scratch
0,7,0,666,0.024529654494646787,0.00017391304347826085,0.6897433424732567,0.23187774787714327,0.004363418815802184,0.0042698091423496445,0.045042114153322106,K_Scratch,K_Scratch
0,7,0,366,0.02952314373071901,0.0,0.7046820561802815,0.2517922470465169,0.014002553042485178,0.0,0.0,K_Scratch,K_Scratch
0,7,0,349,0.0014673977114007095,0.0,0.8140899514838491,0.1747150060740048,0.009727644730748181,0.0,0.0,K_Scratch,K_Scratch
0,7,0,538,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,609,0.0,0.0,0.9898641304347826,0.01013586956521739,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,640,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,423,0.000125,0.0,0.999625,0.00025,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,553,0.0009902534113060428,0.0,0.9919209861775651,0.003572191210349105,0.0016842105263157893,0.0,0.0018323586744639377,K_Scratch,K_Scratch
0,7,0,470,0.0,0.0,0.9995,0.0005,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,504,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,565,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,589,0.008494406653768891,0.0,0.7741778946771719,0.1524581916983954,0.004363418815802184,0.004642536415076917,0.05586355173978403,K_Scratch,K_Scratch
0,7,0,546,0.0009902534113060428,0.0,0.992170986177565,0.003322191210349105,0.0016842105263157893,0.0,0.0018323586744639377,K_Scratch,K_Scratch
0,7,0,498,0.0002307692307692308,0.0,0.9990576923076921,0.0003557692307692308,0.0,0.0,0.0003557692307692308,K_Scratch,K_Scratch
0,7,0,477,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,371,0.07292631999384248,0.0010940073592160878,0.31094011430417906,0.5381111572634042,0.020855660609298613,0.05136535810336713,0.004707382366691416,Other_Faults,K_Scratch
0,7,0,436,0.0473091194433416,0.000615011094043352,0.5755427043653328,0.23068775995688443,0.003821978162395619,0.0,0.14202342697800244,K_Scratch,K_Scratch
0,7,0,689,0.0,0.0,0.96362802267309,0.03637197732691088,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,716,0.05364045014140921,0.0,0.8040692022527061,0.0975001390103692,0.00017391304347826085,0.0,0.04461629555203724,K_Scratch,K_Scratch
0,7,0,481,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,69,0.33659715415328445,0.0034203812621908035,0.0025304621848739497,0.4145762794864069,0.2358441006937651,6.666666666666667e-05,0.00696495555281412,Other_Faults,Pastry
0,7,0,91,0.0646535532127446,0.026627068166539116,0.010898089099964987,0.3013559597822841,0.593165335519891,0.0,0.003299994218576986,Pastry,Pastry
0,7,0,84,0.5701389849447825,0.02888169029608732,0.01812478560483205,0.291256678634249,0.07310765075419617,0.014247064082513286,0.004243145683338933,Bumps,Pastry
0,7,0,100,0.15505701413673395,0.02323805705390454,0.009347599213062772,0.7527739494217984,0.057324325675507645,0.0017221730797582191,0.0005368814192343603,Other_Faults,Pastry
0,7,0,25,0.07654237126951322,0.011956682461152147,0.018591320985621558,0.13363422161547076,0.7590953270398906,0.0,0.00018007662835249042,Pastry,Pastry
0,7,0,156,0.06582423592515554,0.0009411764705882353,0.0,0.04351347040654214,0.3566889615054085,0.0,0.5330321556923061,Z_Scratch,Pastry
0,7,0,102,0.07052640750086674,0.013933885404467222,0.013478751561678201,0.28524794233103146,0.6108391034017778,0.0,0.005973909800177979,Pastry,Pastry
0,7,0,114,0.019342575383900315,0.023944613136033126,0.002755474293674633,0.053512734520743746,0.9004446026656487,0.0,0.0,Pastry,Pastry
0,7,0,119,0.012230250658288153,0.029839738268254923,0.015699525550056156,0.22753301753858293,0.7020091794890587,0.0,0.012688288495758787,Pastry,Pastry
0,7,0,64,0.27567435117813066,0.014131419748863313,0.0,0.4380238107513743,0.2644742228211938,0.0002375757575757576,0.007458619742863747,Other_Faults,Pastry
0,7,0,129,0.07819143588485786,0.010457296137603038,0.011998263708714796,0.22472949276265033,0.6744456458935261,0.0,0.00017786561264822133,Pastry,Pastry
0,7,0,61,0.25374974777057613,0.013518217087642746,0.0,0.4351226819173499,0.2867624061414364,0.0,0.010846947082996898,Other_Faults,Pastry
0,7,0,130,0.07420764737651028,0.01262151150361784,0.004396059729971385,0.1270459814849283,0.7750092525139202,6.451612903225807e-05,0.006655031262019676,Pastry,Pastry
0,7,0,126,0.026408350435086627,0.01501111120876951,0.019373219887458392,0.10077981221794734,0.836407929531161,0.0,0.0020195767195767193,Pastry,Pastry
0,7,0,72,0.19491446539474855,0.010999523594835319,0.00012903225806451613,0.2866367397207139,0.49494843833804314,0.0,0.012371800693594063,Pastry,Pastry
0,7,0,125,0.012258963549945039,0.019651802808176553,0.01708862442888365,0.26101456521824473,0.6727810161457457,0.0,0.017205027849004486,Pastry,Pastry
0,7,0,209,0.009141018306636176,0.0002727272727272727,0.04336244360902255,0.16433426567766343,0.04798105317641938,0.0,0.7349084919575303,Z_Scratch,Z_Scratch
0,7,0,173,0.0007658730158730159,0.0,0.0,0.01820154036525004,0.00589152585765489,0.0,0.9751410607612222,Z_Scratch,Z_Scratch
0,7,0,216,0.000375,0.0,0.0,0.009540380507904105,0.0026289525691699594,0.0,0.9874556669229261,Z_Scratch,Z_Scratch
0,7,0,169,0.00025,0.0,0.0,0.01713946399815965,0.001,0.0,0.9816105360018405,Z_Scratch,Z_Scratch
0,7,0,198,0.2077685168736412,0.0,0.0,0.31369945454148385,0.0005840213278293774,0.0005324074074074074,0.47741559984963694,Z_Scratch,Z_Scratch
0,7,0,294,0.002704529036494981,0.0,0.0,0.0150658379346931,0.004292110463906803,0.0,0.9779375225649053,Z_Scratch,Z_Scratch
0,7,0,179,0.06647670799540978,0.0,6.451612903225807e-05,0.16655005361258954,0.0014458496732026142,0.0005315359477124183,0.76493133664205,Z_Scratch,Z_Scratch
0,7,0,223,0.000125,0.0,0.0,0.0023134057971014492,0.0,0.0,0.9975615942028986,Z_Scratch,Z_Scratch
0,7,0,287,0.000125,0.0,0.0,0.008698637513854907,0.0022539525691699595,0.0,0.9889224099169753,Z_Scratch,Z_Scratch
0,7,0,279,0.0,0.0,0.0,0.007931105740698014,0.0006494623655913978,0.0,0.9914194318937107,Z_Scratch,Z_Scratch
0,7,0,191,0.04834369655151592,0.0,0.00023529411764705883,0.16544505243457827,0.0007918894830659536,0.0004139433551198257,0.7847701240580697,Z_Scratch,Z_Scratch
0,7,0,344,0.3335939224412396,0.02023335778046183,0.014493845759144173,0.48143667047614974,0.060724155056008214,0.018271519031837012,0.0712465294551585,Other_Faults,Z_Scratch
0,7,0,180,0.0,0.0,0.0,0.017327044015334837,0.0,0.0,0.9826729559846653,Z_Scratch,Z_Scratch
0,7,0,262,0.030740501580399298,0.0,0.0,0.06294486969582373,0.00024014336917562722,0.0,0.9060744853546007,Z_Scratch,Z_Scratch
0,7,0,325,0.0005302631578947368,0.0,0.0,0.21893970317086758,0.0008,0.0,0.7797300336712358,Z_Scratch,Z_Scratch
0,7,0,278,0.000125,0.0,0.0,0.002,0.000125,0.0,0.99775,Z_Scratch,Z_Scratch
0,7,0,286,0.048594164549872726,0.0,0.0,0.029674190386125003,0.2949990078458253,0.0,0.626732637218177,Z_Scratch,Z_Scratch
0,7,0,164,0.000375,0.0002727272727272727,0.0,0.03819125988953575,0.0,0.0,0.9611610128377369,Z_Scratch,Z_Scratch
0,7,0,214,0.0008416666666666667,0.0,0.0,0.016057218373800877,0.003599604743083003,0.0,0.9795015102164496,Z_Scratch,Z_Scratch
0,7,0,753,0.0,0.0,0.008,0.0005,0.0,0.9915,0.0,Stains,Stains
0,7,0,786,0.000125,0.0,0.000375,0.013625,0.0,0.985875,0.0,Stains,Stains
0,7,0,780,0.03242500000000019,0.0,0.06510000000000038,0.09814999999999943,0.0,0.8043249999999955,0.0,Stains,Stains
0,7,0,755,0.000125,0.0,0.0085,0.00425,0.0,0.987125,0.0,Stains,Stains
0,7,0,756,0.0,0.0,0.00925,0.00975,0.0,0.981,0.0,Stains,Stains
0,7,0,778,0.0,0.0,0.00075,0.013625,0.0,0.985625,0.0,Stains,Stains
0,7,0,809,0.03242500000000019,0.0,0.0912250000000005,0.09839999999999943,0.0,0.7779499999999956,0.0,Stains,Stains
0,8,0,934,0.4328499256205269,0.01104492052800816,0.0031056200477555967,0.3426862650742784,0.20341608092680294,0.0018118729437165803,0.005085314858910414,Bumps,Bumps
0,8,0,981,0.368469875925651,0.0025486283052921412,0.04368874194886562,0.5481490868056045,0.03548201384178042,0.001222137043773399,0.00043951612903225806,Other_Faults,Bumps
0,8,0,1178,0.21503130598241507,0.0019279257950097065,0.00898626512993105,0.7136589750620566,0.05406838207177252,0.0007825396825396825,0.005544606276276084,Other_Faults,Bumps
0,8,0,1078,0.5764649879694701,0.012043680375064677,0.0010958011286958656,0.3367034736246876,0.04601154673491951,0.014026357360726908,0.013654152806434538,Bumps,Bumps
0,8,0,1062,0.48870612774937067,0.0017751050881485667,0.0007043372319688109,0.4570153095493709,0.02865701300769643,0.000125,0.023017107373445395,Bumps,Bumps
0,8,0,1196,0.1491541036991397,0.0005725589225589226,0.10193207476596296,0.6925112326769887,0.052497810612141496,0.0008516955323243357,0.002480523790883565,Other_Faults,Bumps
0,8,0,1031,0.6332678874608727,0.023037733029066358,0.00018526315789473685,0.3092038386351777,0.028985148622666355,0.0,0.0053201290943226415,Bumps,Bumps
0,8,0,895,0.8290334045575339,0.0003905195681511471,0.0006601285823253786,0.1185492865603833,0.0490042524575995,0.0009841036414565826,0.0013783046325491146,Bumps,Bumps
0,8,0,988,0.5476142177904046,0.0002825757575757576,0.008697067236860652,0.41766464303463824,0.013182581867139014,0.0,0.012558914313382186,Bumps,Bumps
0,8,0,936,0.30574957209443515,0.010531954198942229,0.0022958420522359137,0.32597126264791115,0.3510805515508689,0.0017958940597249922,0.00257492339588165,Pastry,Bumps
0,8,0,960,0.8341185969249291,0.0033668359016185106,0.0017040306483293859,0.15756693687195863,0.0017904515050167222,0.0,0.001453148148148148,Bumps,Bumps
0,8,0,1008,0.34810520928057226,0.003269899124289395,0.0018682334558891914,0.5450865268690979,0.09739450188532967,0.00029523809523809526,0.003980391289585663,Other_Faults,Bumps
0,8,0,985,0.4471603228619626,0.006579874060257661,0.0007569607843137255,0.5178308617428056,0.007263245260845471,0.0,0.020408735289815093,Other_Faults,Bumps
0,8,0,1017,0.5420728191417901,0.0010786978985254847,0.03467029597015426,0.39977863142874853,0.013665565559954553,0.0,0.008733990000826503,Bumps,Bumps
0,8,0,1159,0.7907103726908266,0.0013403454297382334,0.000509098228663446,0.20239053787910785,0.0034690562009743594,0.0,0.0015805895706896818,Bumps,Bumps
0,8,0,1043,0.15050758075641935,0.017559284209161044,0.0011873230051640843,0.7197795320835926,0.0963824581994615,0.005282480275641665,0.009301341470559958,Other_Faults,Bumps
0,8,0,880,0.34674803026558215,0.02646887723584562,0.00063126388076453,0.5165839398662803,0.09601389734159449,0.010308696432402635,0.00324529497753064,Other_Faults,Bumps
0,8,0,1220,0.9469025449378159,0.0026990234273544227,0.0038918337289735472,0.04297646887676728,0.0021009484580841644,0.0,0.0014291805710048198,Bumps,Bumps
0,8,0,1030,0.5629369537488043,0.02802185611088309,0.00379079216227554,0.3466567182728697,0.05784397210282821,0.0005719298245614035,0.00017777777777777776,Bumps,Bumps
0,8,0,1129,0.64244262630702,0.00038112522686025406,0.00830715353103222,0.30703702942070854,0.02702708423649102,0.01280883655821043,0.001996144719678399,Bumps,Bumps
0,8,0,891,0.8924532969275988,0.0,0.0,0.051708878475213375,0.05560253047953983,0.00023529411764705883,0.0,Bumps,Bumps
0,8,0,943,0.8547676769773834,0.0002915601023017903,0.0,0.07207845444316334,0.07250201435950339,0.00023529411764705883,0.000125,Bumps,Bumps
0,8,0,1225,0.6888729585275042,0.03089224434387676,0.0036584687872060965,0.22624108058481252,0.036962925348520116,0.0040002625893568984,0.009372059818723345,Bumps,Bumps
0,8,0,909,0.85037315725447,0.00014784946236559137,6.451612903225807e-05,0.06916239443713322,0.07956879082404475,0.00023529411764705883,0.00044799777530589544,Bumps,Bumps
0,8,0,1246,0.4951072988267666,0.00517934276626976,0.00435683200439717,0.4638287104544707,0.026680211706798185,0.0018102971366375147,0.003037307104660046,Bumps,Bumps
0,8,0,974,0.15341868800274414,0.5231294545870563,0.0006608695652173912,0.14951284919454827,0.16179302795388467,0.001897091503267974,0.009588019193282352,Dirtiness,Bumps
0,8,0,896,0.873315741810582,0.00029373805653004766,0.0005548654244306418,0.06858177718863866,0.05532334530693231,0.0009841036414565826,0.0009464285714285714,Bumps,Bumps
0,8,0,967,0.7805183454241054,0.011365574138490573,0.003998926217466116,0.14376556468698612,0.031221879646407356,0.02618063135581467,0.0029490785307302106,Bumps,Bumps
0,8,0,1197,0.3752272263110159,0.0013998550724637678,0.0022617105637067945,0.5877667844146103,0.006660659961626447,0.004433063473423247,0.02225070020315341,Other_Faults,Bumps
0,8,0,1112,0.19501765274813282,0.016750232503746798,0.07692559800718872,0.6341823767828036,0.00984899580397965,0.0014351675870341073,0.06583997656711374,Other_Faults,Bumps
0,8,0,1067,0.6050101667877071,0.00254448241644836,0.0021991762013729974,0.3749276886608491,0.012144820989975139,0.00014285714285714284,0.0030308078007906494,Bumps,Bumps
0,8,0,1075,0.5584586838609633,0.003405250198087955,0.005169494367769262,0.38425076792056334,0.026930399704981855,0.019627715952153114,0.002157687995479987,Bumps,Bumps
0,8,0,1256,0.531768152823826,0.0016192443890719755,0.021379094685696435,0.3982359680125857,0.021083963477656436,0.0005615384615384615,0.025352038149625087,Bumps,Bumps
0,8,0,1265,0.4007112691530934,0.01836056646103399,0.0,0.5020704685283128,0.03049388090718453,0.00019642857142857144,0.04816738637894607,Other_Faults,Bumps
0,8,0,1107,0.2804012101678845,0.02804542459009893,0.020644609726529473,0.5479750584153986,0.04264852494589925,0.019812771341310157,0.06047240081287941,Other_Faults,Bumps
0,8,0,1162,0.8213908896371677,0.0,0.0018814116007103382,0.1734460071497658,0.0009319230769230768,0.0,0.002349768535433498,Bumps,Bumps
0,8,0,1056,0.7547947001088995,0.002530843209969534,0.007096044888261982,0.20996344460147018,0.007099573439819272,0.0,0.018515393751578405,Bumps,Bumps
0,8,0,1234,0.3184121673078256,0.15652211002068792,0.011034965779788809,0.44316526152870944,0.05772283236014699,0.005758424034343835,0.007384238968497974,Other_Faults,Bumps
0,8,0,929,0.9536651467376605,0.003195801176651639,0.0,0.028735016121249127,0.012103510798981615,0.0,0.002300525165456974,Bumps,Bumps
0,8,0,1200,0.30098401985018525,0.0044044431470942865,0.0003005128205128205,0.6601392645089292,0.007424286546932349,0.0009672197083961791,0.025780253417949484,Other_Faults,Bumps
0,8,0,1751,0.013752216748768474,0.0,0.000375,0.5704031833604436,0.0011474411603721948,0.0,0.41432215873041583,Other_Faults,Other_Faults
0,8,0,1857,0.038914127960387984,0.004890814051848535,0.004568278265011339,0.9197738006203833,0.026010734444468466,0.0009813891333685383,0.004860855524531055,Other_Faults,Other_Faults
0,8,0,1642,0.5042730730130341,0.019982292716362173,0.013661746001404755,0.40469381733206744,0.03259315337429114,0.014842306151931689,0.009953611410909146,Bumps,Other_Faults
0,8,0,1542,0.1653769106111174,0.0931920204678444,0.05835941689531768,0.6300776908046914,0.02417428163717638,0.024727659367382103,0.004092020216470372,Other_Faults,Other_Faults
0,8,0,1566,0.19381968328317573,0.004413684531145962,0.0020793790167853137,0.6113215363087418,0.16878321891484477,0.006409509859404992,0.013172988085901217,Other_Faults,Other_Faults
0,8,0,1514,0.16528957769587171,0.0796080216408069,0.0014196783471762209,0.1813134910467119,0.5354003521199151,0.0004787581699346405,0.036490120979584324,Pastry,Other_Faults
0,8,0,1463,0.5024388527338259,0.015574296877568389,0.026093305702663702,0.40612545252698473,0.03389089845885778,0.012201036880320286,0.0036761568197792418,Bumps,Other_Faults
0,8,0,1916,0.08235334739668271,0.0037840313299816997,0.03214912506558339,0.8170993209206834,0.006309129664625019,0.021933211319714638,0.03637183430272909,Other_Faults,Other_Faults
0,8,0,1676,0.31898746197530836,0.0020105031088044037,0.004246276239850745,0.6447511039041101,0.006355997172870325,0.0,0.023648657599056294,Other_Faults,Other_Faults
0,8,0,1805,0.10810416778199405,0.0019393835756917031,0.0012702038557604585,0.8565245226118902,0.015615720826049173,0.001495199436578747,0.015050801912035415,Other_Faults,Other_Faults
0,8,0,1345,0.38913836725499684,0.013588745929292136,0.019131532061368094,0.36863315235838423,0.19402708638826846,0.0036594638657310823,0.011821652141960555,Bumps,Other_Faults
0,8,0,1725,0.1031528076213924,0.07310431736784723,0.0025711649949496733,0.440903706558384,0.3675923469339446,0.0003611111111111111,0.012314545412371281,Other_Faults,Other_Faults
0,8,0,1555,0.14249470681983542,0.551017775272955,0.003151603383828448,0.1482195931856919,0.14064660819480662,0.0021205337690631807,0.012349179373820336,Dirtiness,Other_Faults
0,8,0,1465,0.24896842243858003,0.003011138975966561,0.1502979305855813,0.504892649270688,0.09133211250425742,0.0010255240027045303,0.00047222222222222213,Other_Faults,Other_Faults
0,8,0,1553,0.14757550959648968,0.5184479275356987,0.0019931066518023037,0.16817893863208022,0.1429809746065334,0.002199085805262276,0.018624457172134186,Dirtiness,Other_Faults
0,8,0,1710,0.09381688746890783,0.012672392281672195,0.057031333298722106,0.6505805936751056,0.13640143523549286,0.004369738167629714,0.045127619872470076,Other_Faults,Other_Faults
0,8,0,1370,0.13391812500989858,0.023184884061262567,0.01336938107843291,0.7687358914787565,0.00931502210845013,0.03212815659361451,0.019348539669583508,Other_Faults,Other_Faults
0,8,0,1434,0.25065170872039144,0.000125,0.0,0.7002821208029255,0.04717966555615748,0.0013986443641170222,0.0003628605564089435,Other_Faults,Other_Faults
0,8,0,1554,0.14403241886738524,0.5477275523867587,0.0007958132045088566,0.14962492177303865,0.1440344189026173,0.002045239651416122,0.01173963521427618,Dirtiness,Other_Faults
0,8,0,1907,0.12413932544589092,0.003506772667846924,0.1032802045366679,0.6724169352052847,0.003368239754940523,0.02733825588611117,0.06595026650325851,Other_Faults,Other_Faults
0,8,0,1406,0.325454235137797,0.001989607028470983,0.012538652019429872,0.6287089776920366,0.023372425072898904,0.0,0.007936103049366672,Other_Faults,Other_Faults
0,8,0,1600,0.06637913137683144,0.040930953679374354,0.0009613645424323956,0.8392118192206104,0.04418157523115913,0.0008233169129720855,0.00751183903662204,Other_Faults,Other_Faults
0,8,0,1591,0.14990507233903116,0.2742387924035597,0.0016264366512826786,0.23934373670723547,0.3347683148400685,0.00011764705882352942,0.0,Pastry,Other_Faults
0,8,0,1415,0.37055089691591864,0.006721341282760088,0.008803644025393248,0.37840474292589915,0.23045863365727032,0.0004992063492063493,0.004561534843553269,Other_Faults,Other_Faults
0,8,0,1541,0.5175101622728685,0.0005499018232819074,0.05512843050776297,0.3766299893743644,0.04761049543362345,0.0003046594982078853,0.0022663610898905014,Bumps,Other_Faults
0,8,0,1432,0.6102997505560627,0.01769971736708173,0.001211256597433068,0.35650966214290825,0.0111030905455801,0.0,0.0031765227909345563,Bumps,Other_Faults
0,8,0,1392,0.11008306923450889,0.007804422507991329,0.22846486014970036,0.5921011252653506,0.003268921018617826,0.05210785923005633,0.0061697425937741615,Other_Faults,Other_Faults
0,8,0,1288,0.02723625532692892,0.0003175757575757576,0.14181067347463297,0.7409908982828397,0.006495149176807414,0.0008875523327610614,0.08226189564845472,Other_Faults,Other_Faults
0,8,0,1678,0.3246812363866196,0.0033930503877088996,0.0010442050924809544,0.6268055460094702,0.012616783919856059,9.090909090909092e-05,0.03136826911295631,Other_Faults,Other_Faults
0,8,0,1399,0.0536946860349553,0.008967848371995631,0.4252966303799686,0.4519203692751075,0.01619010081683322,0.0,0.04393036512113981,Other_Faults,Other_Faults
0,8,0,1747,0.23038148405530598,0.01787451259471126,0.007056959720502033,0.6997591545277941,0.029601832561956136,0.00706641879107475,0.008259637748656177,Other_Faults,Other_Faults
0,8,0,1461,0.6882680440511004,0.0007794195491988361,0.0022489346057916913,0.24276971557715188,0.044695435281492474,0.019486955526159113,0.0017514954091061674,Bumps,Other_Faults
0,8,0,1762,0.17066553206607868,0.07756759049096217,0.11528276040530873,0.33957750276895604,0.09522102302136388,0.006483590626573033,0.19520200062075832,Other_Faults,Other_Faults
0,8,0,1459,0.1911529326125457,0.010039735090606421,0.053772765685803886,0.6609426921731626,0.07169921462914029,0.0025693801781546334,0.00982327963058613,Other_Faults,Other_Faults
0,8,0,1635,0.4319908431168941,0.005475434530565698,0.01782762437950784,0.5195936919504195,0.015442421229759444,0.0,0.00966998479285316,Other_Faults,Other_Faults
0,8,0,1540,0.16313473589208866,0.08184548647417368,0.04516145793521995,0.670593315447839,0.015764159653184114,0.01763378371959797,0.005867060877896232,Other_Faults,Other_Faults
0,8,0,1451,0.5594130162192703,0.008106395553035481,0.0020990407052113042,0.3846512577722887,0.021122178193481597,0.00033529411764705885,0.02427281743906643,Bumps,Other_Faults
0,8,0,1928,0.22115659043087016,0.01470319056243577,0.028369094430727295,0.6290956097997703,0.0810492894286975,0.0006516666666666666,0.024974558680831933,Other_Faults,Other_Faults
0,8,0,1692,0.12185220351022319,0.0322606948530473,0.025947393425240307,0.6419895702376691,0.09471710521372369,0.0032789527763590737,0.07995407998373648,Other_Faults,Other_Faults
0,8,0,1705,0.07461050815585539,0.004456335331335331,0.04388734081034276,0.8273302988490996,0.044810397064807335,0.0003311517520591931,0.004573968036500447,Other_Faults,Other_Faults
0,8,0,1720,0.0430726775455327,0.0011612786348761102,0.02602167486932424,0.9079088675109663,0.008554926759385231,0.0025777564456062195,0.010702818234308874,Other_Faults,Other_Faults
0,8,0,1834,0.01562933393687146,0.0013875393762999874,0.02295408114081219,0.9530555798252159,0.0060787098092825636,0.000375,0.0005197559115179253,Other_Faults,Other_Faults
0,8,0,1416,0.16406833658118425,0.00025,0.007846517027863773,0.802798893240966,0.021977100669499924,0.0014340250451419867,0.0016251274353441536,Other_Faults,Other_Faults
0,8,0,1820,0.092114901638767,0.017758909044090252,0.0032219046742293016,0.5655732610051272,0.299289820055432,0.00011764705882352942,0.02192355652353129,Other_Faults,Other_Faults
0,8,0,1768,0.0917471411543107,0.002782271596926328,0.023776838110067644,0.8350959558485672,0.0115946120357111,0.0070410632008326875,0.027962118053584086,Other_Faults,Other_Faults
0,8,0,1654,0.21290976363297917,0.01582197156348615,0.02789637327187458,0.6653743352331727,0.04561657227614427,0.004703219999518174,0.027677764022824503,Other_Faults,Other_Faults
0,8,0,1792,0.3485488760382084,0.0006066849816849817,0.0,0.4351951425251331,0.21385684612635233,0.0006992277670688466,0.0010932225615535574,Other_Faults,Other_Faults
0,8,0,1749,0.07140662965689286,0.0,0.3530626572078108,0.5480864664144883,0.0004444444444444444,0.0,0.02699980227636437,Other_Faults,Other_Faults
0,8,0,1632,0.10907834363972868,0.010734575629997325,0.003029719746310135,0.8367416116914543,0.027301207085883995,0.010761469229585895,0.002353072977038888,Other_Faults,Other_Faults
0,8,0,1860,0.576552724290958,0.0007856633151794442,0.0004779411764705882,0.3996478309271053,0.019148991213400732,0.0,0.003386849076885393,Bumps,Other_Faults
0,8,0,1335,0.1982917009283573,0.0017838118135634624,0.0022141677578041826,0.6226651515123635,0.1613708435258716,0.00015838509316770186,0.0135159393688725,Other_Faults,Other_Faults
0,8,0,1546,0.2044078356598939,0.10574092918068818,0.04988465009874015,0.5842027828399248,0.012451715025378928,0.03159475403484631,0.011717333160527896,Other_Faults,Other_Faults
0,8,0,1626,0.4916273379440909,0.00035523809523809526,0.001403469658995975,0.4897001824254857,0.013773090997104737,0.0,0.0031406808790846617,Bumps,Other_Faults
0,8,0,1391,0.09610064143317308,0.008422122448586523,0.0995806519882433,0.70966092075585,0.005399071393899768,0.028214728001687377,0.05262186397855908,Other_Faults,Other_Faults
0,8,0,1853,0.2262424715936686,0.002946534938682646,0.0018510037816687433,0.5346470101161462,0.22884160889892433,0.000736923076923077,0.004734447593984762,Other_Faults,Other_Faults
0,8,0,1609,0.3107929553591829,0.00357130431806222,0.0012784453227931488,0.29668711931153,0.373132317681475,0.0015127284944905076,0.013025129512467629,Pastry,Other_Faults
0,8,0,1298,0.025518730425730864,0.006575794566415996,0.00044396551724137933,0.6275842094603221,0.3278521772794773,0.0,0.012025122750812405,Other_Faults,Other_Faults
0,8,0,1870,0.1742661799806704,0.16512567835130698,0.011628365860718795,0.6103666971998893,0.0360047125156968,0.0012615835001070401,0.0013467825916101779,Other_Faults,Other_Faults
0,8,0,1374,0.27759967123233803,0.04980719510953573,0.001083728022101289,0.51451345676842,0.12174870140293835,0.020637934449912722,0.014609313014754275,Other_Faults,Other_Faults
0,8,0,1393,0.16979633148941306,0.026865703011123572,0.05114687168786805,0.7054675412307794,0.002071153580718798,0.03760250794337395,0.007049891056723296,Other_Faults,Other_Faults
0,8,0,1661,0.7583788091171265,0.004041875522138681,0.0006843044352635146,0.22202322340843378,0.00940326149413514,0.0,0.005468526022902573,Bumps,Other_Faults
0,8,0,1292,0.015999580053318793,0.0049139767310039184,0.003765243131410249,0.8299135181683681,0.1364158437791845,0.00028500000000000004,0.008706838136715902,Other_Faults,Other_Faults
0,8,0,1456,0.2220481337416349,0.00811817041697921,0.10203823935949388,0.5917558961510572,0.07265197470571429,0.0014366915195646464,0.0019508941055551663,Other_Faults,Other_Faults
0,8,0,1771,0.06333687769767782,0.0017247301046022273,0.030046461885040447,0.8572093322485995,0.0021128573066653564,0.006163147092972033,0.03940659366444305,Other_Faults,Other_Faults
0,8,0,1886,0.23542640876116813,0.004573645622726968,0.004047727272727273,0.5120255378251903,0.19458756026144633,0.045125,0.004214120256743174,Other_Faults,Other_Faults
0,8,0,1742,0.07152984345726898,0.001782040998217469,0.05479177799704122,0.8279807375610355,0.015896921467969553,0.001232228679639545,0.026786449838827484,Other_Faults,Other_Faults
0,8,0,1787,0.15366568371099393,0.015518737220249325,0.04822194339134976,0.7540485210991925,0.005954644268774704,0.020529410050095943,0.002061060259344012,Other_Faults,Other_Faults
0,8,0,853,0.019585599674018603,0.8738039435937967,0.0009126409017713365,0.04235598420167677,0.05771416921452278,0.0001111111111111111,0.005516551303103028,Dirtiness,Dirtiness
0,8,0,842,0.04170753375413552,0.6697301640460391,0.0004605263157894737,0.13835189736582804,0.14696623319801083,0.0,0.002783645320197044,Dirtiness,Dirtiness
0,8,0,865,0.37188770598078225,0.0591917338887259,0.003721918339899269,0.46785167502808195,0.053045689251236254,0.005388824780883605,0.038912452730391706,Other_Faults,Dirtiness
0,8,0,822,0.14225600736354674,0.5298701776189461,0.004869857406172223,0.17278040324811733,0.13127305113078527,0.0037724738694398133,0.015178029362993452,Dirtiness,Dirtiness
0,8,0,841,0.04183253375413552,0.6681051640460391,0.0004605263157894737,0.13922689736582802,0.14759123319801082,0.0,0.002783645320197044,Dirtiness,Dirtiness
0,8,0,820,0.14481570033102673,0.545271255364916,0.0019330185917142437,0.15942558950564073,0.13411396900306566,0.0020147385620915034,0.012425728641546072,Dirtiness,Dirtiness
0,8,0,505,0.0,0.0,0.9995,0.0005,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,508,0.0,0.0,0.9949901477832508,0.005009852216748768,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,585,0.04597522070712668,0.0032511904761904757,0.7487866272519111,0.16942381031353176,0.007364437724464688,0.0073380249984897694,0.017860688528284874,K_Scratch,K_Scratch
0,8,0,566,0.0,0.0,0.995625,0.004375,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,571,0.04895572102067987,0.003893843561977487,0.610676754098934,0.23243332383615317,0.013082437981848485,0.017285769871596687,0.0736721496288106,K_Scratch,K_Scratch
0,8,0,503,0.0,0.0,0.998375,0.000625,0.0,0.0,0.001,K_Scratch,K_Scratch
0,8,0,488,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,385,0.22355021384761348,0.0001709090909090909,0.19612911097600272,0.5065620931464424,0.07206916620413686,0.0008816019729906677,0.0006369047619047618,Other_Faults,K_Scratch
0,8,0,426,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,356,0.017339996202387006,0.0003373015873015873,0.6616295140683754,0.3021137615826125,0.015980711445270485,0.0022336357489704346,0.00036507936507936505,K_Scratch,K_Scratch
0,8,0,581,0.0,0.0,0.999,0.001,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,551,0.011556613202353842,0.0001111111111111111,0.941650749713778,0.036806510823369235,0.002616013071895425,0.0011869565217391305,0.006072045555753365,K_Scratch,K_Scratch
0,8,0,724,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,598,0.0,0.0,0.999,0.001,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,624,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,439,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,660,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,453,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,708,0.0,0.0,0.9848323063137573,0.015167693686242066,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,459,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,682,0.0003333333333333333,0.0,0.9743303221867736,0.02533634447989289,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,623,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,637,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,413,0.0,0.0,0.999375,0.000625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,693,0.0003333333333333333,0.0,0.9483025444089962,0.05136412225767066,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,395,0.025835526315789472,0.0,0.8800328947368421,0.06942105263157894,0.0,0.0,0.02471052631578947,K_Scratch,K_Scratch
0,8,0,729,0.025152118093614232,0.0001111111111111111,0.865099418463037,0.0918145130515975,0.0035508870214752564,0.0001111111111111111,0.014160841148053408,K_Scratch,K_Scratch
0,8,0,580,0.0,0.0,0.999625,0.000375,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,586,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,621,0.0013761904761904764,0.0,0.050126190476190484,0.005503571428571427,0.0,0.9429940476190476,0.0,Stains,K_Scratch
0,8,0,632,0.059155624886548165,0.003928772378516624,0.7000818123590651,0.19113488883970806,0.017508698784199146,0.019559130080623603,0.008631072671339007,K_Scratch,K_Scratch
0,8,0,430,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,631,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,685,0.0,0.0,0.9820823063137573,0.017917693686242075,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,381,0.004018196347590117,0.0,0.9242516037575456,0.06179015594624947,0.009940043948613924,0.0,0.0,K_Scratch,K_Scratch
0,8,0,362,0.1033318057434017,0.00863208824202193,0.23522111936898324,0.38596944910869835,0.2542602739500338,0.002110897664053539,0.010474365922807647,Other_Faults,K_Scratch
0,8,0,633,0.0,0.0,0.99975,0.00025,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,526,8.333333333333333e-05,0.0,0.9741280096525634,0.025788657014101983,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,669,0.0,0.0,0.9929345922276954,0.007065407772304325,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,19,0.06608138024028824,0.050472923838443984,0.002126970801766198,0.26415861380482064,0.5743447892887023,0.0009146608616402665,0.041900661164339,Pastry,Pastry
0,8,0,118,0.1162524866693974,0.019733816292898918,0.004642427757427758,0.4143284486237252,0.4419246381044658,8.333333333333333e-05,0.0030348492187515074,Pastry,Pastry
0,8,0,96,0.11782059201938971,0.008554424146971495,0.000818859649122807,0.4886942181269763,0.37280392651977845,0.00020460358056265986,0.011103375957198968,Other_Faults,Pastry
0,8,0,30,0.13358255302084404,0.09673132024534699,0.0017475160496482778,0.3354897652465558,0.42850948457687377,0.00011764705882352942,0.003821713801907979,Pastry,Pastry
0,8,0,105,0.14668174267437845,0.002375176789629122,0.11402858801189505,0.6534917417421982,0.08156368392283156,9.090909090909092e-05,0.0017681577681577683,Other_Faults,Pastry
0,8,0,134,0.20532516401030107,0.00986898873778387,0.0004705128205128205,0.366003517735935,0.4110047491114826,0.00020460358056265986,0.007122464003422255,Pastry,Pastry
0,8,0,37,0.11563921977922247,0.036280465396082685,0.009152221218236395,0.6573165461743232,0.17086360578613013,0.0,0.010747941646005621,Other_Faults,Pastry
0,8,0,31,0.12258150065108553,0.008604594174805552,0.01261397946661131,0.2267712013938037,0.6256884967263363,0.0,0.0037402275873587416,Pastry,Pastry
0,8,0,10,0.04206033265057979,0.009007478256804735,0.003730556980325902,0.21848967918603923,0.7219269842174357,0.0,0.004784968708814809,Pastry,Pastry
0,8,0,14,0.07563961668427416,0.013833735598085687,0.048411860307323265,0.5840816029653455,0.2595287624358546,0.0006072677946740915,0.017897154214442795,Other_Faults,Pastry
0,8,0,78,0.11599345631832576,0.02200706499929548,0.022335137411417218,0.25398541824449417,0.5781042137979944,6.896551724137931e-05,0.007505743711231866,Pastry,Pastry
0,8,0,62,0.4329396034191879,0.005520956468711888,0.0003803056027164686,0.4519907774973215,0.107529701467933,9.523809523809523e-05,0.0015434174488926573,Other_Faults,Pastry
0,8,0,121,0.06555785107096647,0.020839450527811335,0.0021724890029308406,0.15517752251373096,0.7270919569593693,7.407407407407407e-05,0.029086655851117096,Pastry,Pastry
0,8,0,5,0.13671223188009635,0.00835985990314178,0.005340034941139125,0.364009922605667,0.47481878169056785,7.142857142857142e-05,0.01068774040795901,Pastry,Pastry
0,8,0,57,0.21445068325491956,0.01020432603486478,0.0007650560224089636,0.4601003990444063,0.29212593914524726,0.006964363087245837,0.015389233410908447,Other_Faults,Pastry
0,8,0,12,0.08457179369373491,0.017862814457961475,0.0032942527474976503,0.43152726600770064,0.45406981209780606,0.0,0.008674060995299474,Pastry,Pastry
0,8,0,219,0.011952704944711704,0.0,0.0,0.0134428659216007,0.03747027646423233,0.0,0.9371341526694553,Z_Scratch,Z_Scratch
0,8,0,232,0.0027334368530020706,0.0,0.0003809523809523809,0.012417654291886616,0.0015456349206349205,0.0003809523809523809,0.9825413691725714,Z_Scratch,Z_Scratch
0,8,0,167,0.0005952380952380952,0.0,0.0002857142857142857,0.012523529411764706,0.0001111111111111111,0.0,0.9864844070961718,Z_Scratch,Z_Scratch
0,8,0,166,0.009289971063974063,0.0,0.0005,0.01795450849777687,0.03292241170429328,0.0001,0.939233108733956,Z_Scratch,Z_Scratch
0,8,0,172,0.004522895112795016,0.0,0.0,0.025806819878584308,0.009109783439067327,0.0,0.9605605015695536,Z_Scratch,Z_Scratch
0,8,0,283,0.0001111111111111111,0.0,0.0,0.006401298655662982,0.00021428571428571427,0.0,0.99327330451894,Z_Scratch,Z_Scratch
0,8,0,347,0.12757688302971354,0.0399169536982728,0.002402310924369748,0.3455486696996269,0.3783077403879684,0.0019512885826772773,0.10429615367737277,Pastry,Z_Scratch
0,8,0,229,0.0007005928853754942,0.0,0.0,0.01371644935694269,0.0007954545454545454,0.0,0.9847875032122276,Z_Scratch,Z_Scratch
0,8,0,247,0.01174342157386701,0.00039271255060728744,0.0,0.0257802334208571,0.022841545284487768,0.0,0.9392420871701808,Z_Scratch,Z_Scratch
0,8,0,163,0.08008557455188497,0.0,0.0005,0.04585563159246244,0.27390115770029827,0.0001,0.599557636155354,Z_Scratch,Z_Scratch
0,8,0,158,0.22643077740941195,0.0006099923195084485,0.0005074691932108811,0.7457838754386743,0.024020937250854614,0.0007865336417967996,0.0018604147465437787,Other_Faults,Z_Scratch
0,8,0,178,0.0022165842292528946,0.0,0.0005,0.010955820850258632,0.0064830035836782466,0.0001,0.9797445913368104,Z_Scratch,Z_Scratch
0,8,0,181,0.013204964417996061,0.0,0.0,0.03484214798258436,0.022617347469464186,0.0,0.9293355401299552,Z_Scratch,Z_Scratch
0,8,0,205,0.0013905987795575893,0.0,0.0,0.00812995064387311,0.0028833333333333332,0.000125,0.987471117243236,Z_Scratch,Z_Scratch
0,8,0,237,0.0010837481259370317,0.00039271255060728744,0.0,0.010341038656994116,0.002230476525762566,0.0,0.9859520241406992,Z_Scratch,Z_Scratch
0,8,0,253,0.26639484322795204,0.006741573123981922,0.0023487886825817855,0.674794627336836,0.00721329216374117,0.000944810744810745,0.041562064720096076,Other_Faults,Z_Scratch
0,8,0,246,0.09463614908440944,0.00030986085904416216,0.0,0.17789510706520328,0.0,0.0006899835796387522,0.7264688994117059,Z_Scratch,Z_Scratch
0,8,0,269,0.09116682788969849,0.0003584438549955791,0.00015384615384615385,0.17331351499417755,0.004521665135255399,0.0013467601364153088,0.7291389418356131,Z_Scratch,Z_Scratch
0,8,0,312,0.0981076752655555,0.0,0.0005,0.08130707368136918,0.30084733964972105,0.0001,0.5191379114033545,Z_Scratch,Z_Scratch
0,8,0,795,0.024843481610817335,0.002061854811854812,0.01430344242960342,0.024164668011345262,0.007114279545057034,0.9271196511301513,0.0003926224611708483,Stains,Stains
0,8,0,788,0.008465476190476188,0.0,0.0322154761904762,0.026021428571428577,0.0,0.933297619047619,0.0,Stains,Stains
0,8,0,746,0.0,0.0,0.00575,0.000875,0.0,0.993375,0.0,Stains,Stains
0,8,0,754,0.588957932713582,0.009329007962063108,0.0018304147465437787,0.3494830869050665,0.019574883059218243,0.028375543183764448,0.0024491314297602333,Bumps,Stains
0,8,0,772,0.17444680456284192,0.010334347815913272,0.04630153670626803,0.686457346294748,0.035934769122317634,0.02648322115255319,0.02004197434535825,Other_Faults,Stains
0,8,0,810,0.0,0.0,0.015375,0.001,0.0,0.983625,0.0,Stains,Stains
0,8,0,797,0.008458333333333333,0.0,0.036125,0.02645833333333333,0.0,0.9289583333333333,0.0,Stains,Stains
0,9,0,1106,0.06009949908851777,0.5476554708073894,0.005274553630033249,0.24995510160248136,0.1014643554496257,0.0009648692810457517,0.03458615014090627,Dirtiness,Bumps
0,9,0,1070,0.469734546339909,0.0,0.0,0.42688051065253607,0.018673598766914528,0.0005048102466793169,0.08420653399396316,Bumps,Bumps
0,9,0,1132,0.6558223457784054,0.0026371077405267745,0.04783854073072227,0.21151284560470082,0.041419687768758456,0.037024087191959223,0.0037453851849290516,Bumps,Bumps
0,9,0,979,0.4512893029568221,0.018951187628041214,0.05733609981249019,0.3361681739902881,0.13032064905587123,0.005736939497663012,0.0001976470588235294,Bumps,Bumps
0,9,0,1179,0.8132350930548466,0.00521279632340147,0.003808828693620769,0.17277841558291998,0.0016406305165895959,0.0,0.0033242358286199717,Bumps,Bumps
0,9,0,1198,0.7591146020154479,0.002898179949926484,0.010583460697905563,0.20910549518489466,0.0073843520162701765,0.0,0.010913910135555118,Bumps,Bumps
0,9,0,1131,0.715824154695929,0.0036027381741182743,0.01959886094885175,0.1734487829195646,0.04973183743940796,0.0341369429485361,0.0036566828735951616,Bumps,Bumps
0,9,0,1033,0.6707894676056517,0.01652588834601161,0.000375,0.2984056769138241,0.009661673146760653,0.0,0.004242293987750287,Bumps,Bumps
0,9,0,1257,0.1755511758849426,0.0020939616207135674,0.000782020202020202,0.3443708694575269,0.4379817642709668,0.00019166666666666665,0.039028541897164856,Pastry,Bumps
0,9,0,1093,0.5168950542393445,0.006098661669516798,0.026989585670987595,0.38240703789832714,0.03997168786410638,0.022870150066172972,0.004767822591544908,Bumps,Bumps
0,9,0,1051,0.7016575608359404,0.007611438986100632,0.008002836025136507,0.26794860338142656,0.0043894814592734905,0.0,0.010390079312122432,Bumps,Bumps
0,9,0,1050,0.43056822976046244,0.007263312469819883,0.0,0.5336744073661082,0.014157328348400262,0.0,0.014336722055209111,Other_Faults,Bumps
0,9,0,925,0.8901452055007847,0.005719616385792857,0.0,0.08181646180111452,0.013099977589363505,0.0,0.00921873872294484,Bumps,Bumps
0,9,0,874,0.15944014888140867,0.017123558210508677,0.0424603102863326,0.6058771443789849,0.16783461896531232,0.0010275712849242263,0.006236647992530346,Other_Faults,Bumps
0,9,0,894,0.9525615442396077,0.0003061904761904762,0.0,0.02193923477422342,0.02496684003378789,8.333333333333333e-05,0.00014285714285714284,Bumps,Bumps
0,9,0,1122,0.03598212904740072,0.04391103897982505,0.009425176936873274,0.148018252060911,0.7616093956102873,0.0,0.0010540073647034597,Pastry,Bumps
0,9,0,916,0.801958965076338,0.011278170232093722,0.002602563987606433,0.13689132878470447,0.04718201539751888,0.0,8.695652173913043e-05,Bumps,Bumps
0,9,0,1137,0.4789167405429392,0.01102756271171505,0.020459636853400177,0.3593664249978305,0.0882274847936063,0.028806294622920166,0.013195855477588243,Bumps,Bumps
0,9,0,917,0.6247829194923556,0.01687573344161046,0.0002571428571428571,0.2106966524547912,0.1461283821133304,0.0,0.0012591696407696813,Bumps,Bumps
0,9,0,1032,0.6995079498757468,0.02160744996874073,0.0010176008202323992,0.2581618394361826,0.013003269725021142,0.0,0.006701890174075572,Bumps,Bumps
0,9,0,1035,0.0355785950315713,0.00602964908098946,0.0001111111111111111,0.9170827963090383,0.01621147544084511,0.02199687138250182,0.002989501643940235,Other_Faults,Bumps
0,9,0,962,0.681055223631109,0.013033939787834311,7.407407407407407e-05,0.29479401110341863,0.00931780549416491,9.523809523809523e-05,0.0016297078141601464,Bumps,Bumps
0,9,0,968,0.19857488941070428,0.23413687899313826,0.010449813148134382,0.3918719062561228,0.15362939984247687,0.002569200943535309,0.00876791140588903,Other_Faults,Bumps
0,9,0,954,0.443061205567628,0.0036213180968448083,0.0,0.5353799115532974,0.010165935193180537,0.0,0.007771629589048937,Other_Faults,Bumps
0,9,0,1214,0.9165116831508909,0.006373878668726804,0.0002430875576036866,0.06970351501497397,0.006092254901960784,0.0002361111111111111,0.0008394695947327527,Bumps,Bumps
0,9,0,999,0.31301384357444867,0.00963020575532355,0.000929032258064516,0.5440140896647769,0.12143433866835857,0.0010610942760942762,0.009917395802934144,Other_Faults,Bumps
0,9,0,946,0.9467158264994135,0.000695079365079365,0.0,0.029886676298353378,0.022702417837153415,0.0,0.0,Bumps,Bumps
0,9,0,1117,0.10356513873963322,0.005841430732272248,0.0023472308135325825,0.8614890889098492,0.012527254726496838,0.008173165014669996,0.006056691063546281,Other_Faults,Bumps
0,9,0,998,0.3661011414094106,0.00731758365426761,0.0013840322580645158,0.4986080495934078,0.12252329406486591,9.090909090909092e-05,0.003974989929075686,Other_Faults,Bumps
0,9,0,1108,0.27410008265866526,0.06212326474522929,0.010766186318605403,0.5403457200049574,0.05776226460499797,0.017074057297046967,0.037828424370496515,Other_Faults,Bumps
0,9,0,1157,0.7102187944319045,0.005068123593427318,0.014727462037446555,0.2596841289905477,0.004887881432244252,0.0,0.005413609514429272,Bumps,Bumps
0,9,0,995,0.4728219398028969,0.04845442245563749,0.0,0.4407733746275918,0.02838199432944468,0.0005074074074074074,0.009060861377021483,Bumps,Bumps
0,9,0,1177,0.8544845241588688,0.0011520654238706975,0.0004761659606820897,0.13993033211497355,0.0002126642771804062,0.0,0.003744248064423928,Bumps,Bumps
0,9,0,1182,0.8407653490396864,0.0028879342261859454,0.0006077777777777777,0.14875338629369728,0.0018609500805152979,0.0,0.005124602582136725,Bumps,Bumps
0,9,0,1020,0.7241952969450398,0.006029088151231562,0.003406182739776893,0.2519020189709277,0.004240285893610071,0.0,0.010227127299413658,Bumps,Bumps
0,9,0,1128,0.6846033200421978,0.001294699503395155,0.052779187274841516,0.1843920371897108,0.032962525816528504,0.04193774296738461,0.002030487205944384,Bumps,Bumps
0,9,0,1042,0.3356415349979505,0.0027756407033305347,0.0,0.46315201642682596,0.18399896840258476,0.0008025686977299878,0.013629270771579417,Other_Faults,Bumps
0,9,0,1121,0.052662567176644734,0.00606653888616552,0.011899112136889933,0.17716464660422956,0.7463589313978988,7.692307692307693e-05,0.005771280721248069,Pastry,Bumps
0,9,0,1094,0.6280279184241744,0.010000060960770364,0.008613921060697537,0.2858736497688258,0.045280036612080896,0.019686178865440943,0.0025182343080095834,Bumps,Bumps
0,9,0,1004,0.1923196504247216,0.009570443149818616,0.0,0.7471481546625225,0.011863232417735674,0.009147512647360466,0.02995100669784196,Other_Faults,Bumps
0,9,0,1484,0.03308566001983458,0.005727368810526704,0.014399917499561321,0.8247086828441609,0.11226570248670481,0.00019642857142857144,0.009616239767783991,Other_Faults,Other_Faults
0,9,0,1400,0.09460721138807099,0.0007830842911877394,0.01697328190688067,0.863724535649085,0.010102085852068622,0.013684800912707277,0.000125,Other_Faults,Other_Faults
0,9,0,1752,0.017156810035842296,0.0,0.0,0.5495556506395256,0.00016666666666666666,0.0,0.43312087265796545,Other_Faults,Other_Faults
0,9,0,1668,0.04995322612085777,0.0,0.4167505050505052,0.48549237993974764,0.010240000000000004,0.0,0.03756388888888889,Other_Faults,Other_Faults
0,9,0,1326,0.06535946938433712,0.0,0.03730053911905238,0.8844250058779217,0.0009366423122874736,0.0067911277753221495,0.005187215531079486,Other_Faults,Other_Faults
0,9,0,1767,0.06469538081749947,0.0,0.006792941160308906,0.9137047504842851,0.006491379592002521,0.00772343428051473,0.0005921136653895275,Other_Faults,Other_Faults
0,9,0,1339,0.13247006084635304,0.022728414549934395,0.01693822567630367,0.7256851221758962,0.05561572597382442,0.000869735613543663,0.0456927151641435,Other_Faults,Other_Faults
0,9,0,1439,0.22845592175717902,0.008997375303855852,0.0009445161290322579,0.36978508950043554,0.38532393852712554,0.0,0.006493158782372284,Pastry,Other_Faults
0,9,0,1660,0.5203739026162727,0.048601047706252676,0.009389839930152258,0.32301054130397866,0.06584980640477595,0.023572548838262816,0.009202313200304551,Bumps,Other_Faults
0,9,0,1342,0.3263675753125972,0.0632943966334407,0.002096345452881697,0.4640769582173431,0.09166727004892966,0.006445679189170424,0.046051775145637096,Other_Faults,Other_Faults
0,9,0,1420,0.646715472389199,0.009442867924344638,0.017480108686073373,0.23633831202965747,0.05405284720561086,0.02675998940286197,0.009210402362253888,Bumps,Other_Faults
0,9,0,1893,0.23751646437941326,0.016547543659551623,0.0008944372294372295,0.6942331943043966,0.025460914841448298,0.01334375090953671,0.012003694676215088,Other_Faults,Other_Faults
0,9,0,1574,0.11735834213986733,0.011041657936157639,0.0053422366301072235,0.7757870860309298,0.07927546926288456,0.0026283096077663135,0.00856689839228539,Other_Faults,Other_Faults
0,9,0,1575,0.11795756430798189,0.005356264993713878,0.0015667042978807684,0.6176451142420893,0.25581185456820404,0.00019166666666666665,0.0014708309234625022,Other_Faults,Other_Faults
0,9,0,1736,0.12926145144985915,0.0016149470899470897,0.06657413245272861,0.7064614084241764,0.08283890459379871,0.010448823873987606,0.0028003321155039953,Other_Faults,Other_Faults
0,9,0,1667,0.4155385989402989,0.0001,0.0,0.5474178147950973,0.011496148474235902,0.0006102941176470589,0.02483714367272187,Other_Faults,Other_Faults
0,9,0,1776,0.05128782163282381,0.0014418282940641114,0.01723439071927635,0.9153905840789991,0.003468109019088933,0.010801482556688459,0.0003757836990595611,Other_Faults,Other_Faults
0,9,0,1939,0.050650609491489564,0.0004761904761904762,0.42244764763365417,0.38153300040370064,0.0007948179271708684,0.0018325136189047888,0.14226522044888865,K_Scratch,Other_Faults
0,9,0,1464,0.825057111871989,0.000880006139023689,0.0004716666666666667,0.169345593081155,0.0009247884643536818,0.0,0.003320833776810857,Bumps,Other_Faults
0,9,0,1495,0.03198330598104362,0.0015257936507936506,0.004164288156849826,0.8872029807273243,0.07419860502896126,0.00019642857142857144,0.0007285978835978837,Other_Faults,Other_Faults
0,9,0,1679,0.11938967401980399,0.0006031968810916178,0.03521606941897224,0.8238410499703449,0.016003287393242055,0.0019522486772486772,0.0029944736392953706,Other_Faults,Other_Faults
0,9,0,1837,0.01694567870330271,0.0036006731701094894,0.5163231832950956,0.4504927263136923,0.0063132648057931005,0.002670708634330925,0.00365376507767587,K_Scratch,Other_Faults
0,9,0,1398,0.034475804817411776,0.0005561904761904761,0.080189698513701,0.8654020656454933,0.010481584682261,0.0010564194316134523,0.007838236433329315,Other_Faults,Other_Faults
0,9,0,1596,0.06592076382427667,0.1940277029457488,0.006311015294742311,0.48269358756532177,0.15855065041168634,0.0,0.09249627995822461,Other_Faults,Other_Faults
0,9,0,1810,0.1110449552290057,0.003558697624871775,0.12404873975454464,0.631665543998495,0.0076181386240830075,0.11773069869465885,0.00433322607434081,Other_Faults,Other_Faults
0,9,0,1348,0.05741602143471146,0.011874824424188152,0.0020944653056332698,0.3187363578546401,0.6017240001291226,0.0,0.008154330851704071,Pastry,Other_Faults
0,9,0,1868,0.15927001520811865,0.05407474899068552,6.451612903225807e-05,0.7435556254887514,0.031262687550593124,0.0006702898550724637,0.011102116777745578,Other_Faults,Other_Faults
0,9,0,1804,0.25107147757817977,0.0012684697550214789,0.0,0.6363556117488202,0.1043369924379212,0.0037470249317404203,0.00322042354831644,Other_Faults,Other_Faults
0,9,0,1724,0.04681258304676501,0.0009003267973856211,0.0515752867817018,0.8151282232689832,0.07906641623827272,0.0013955543873085102,0.0051216094795854435,Other_Faults,Other_Faults
0,9,0,1614,0.48169209048576556,0.007895101226073504,0.0005173992673992673,0.47009717165634735,6.896551724137931e-05,0.0,0.03972927184717236,Bumps,Other_Faults
0,9,0,1437,0.15239741766996034,0.002245854941611436,0.0,0.7935655943258355,0.012551707977531993,0.0015616336960773659,0.03767779138898314,Other_Faults,Other_Faults
0,9,0,1625,0.5059283010157902,0.010071295935097037,0.002364278543953467,0.4293770311547692,0.005112927401781391,7.407407407407407e-05,0.04707209187453456,Bumps,Other_Faults
0,9,0,1910,0.022692378026499753,0.0013501144164759723,0.010607429347650845,0.9464032464674941,0.003009795077039401,0.012334231680883993,0.00360280498395564,Other_Faults,Other_Faults
0,9,0,1384,0.12582006504550028,0.0014270967741935481,0.0394146957377651,0.8178039130323291,0.005419777383086083,0.006915932879796549,0.0031985191473306927,Other_Faults,Other_Faults
0,9,0,1865,0.046481239735313894,0.011629526583681504,0.0,0.9191665439022809,0.0072612946626303704,0.010163590203106318,0.005297804912983869,Other_Faults,Other_Faults
0,9,0,1453,0.20386018963956434,0.0009298163709928416,0.038760896394266414,0.5938921918000165,0.161525159763415,0.0006984126984126984,0.0003333333333333333,Other_Faults,Other_Faults
0,9,0,1602,0.053009136875052036,0.0,0.05742200029989503,0.8748755062247449,0.007705637272519905,0.0003254608294930875,0.0066622584982956486,Other_Faults,Other_Faults
0,9,0,1462,0.5937752494858329,0.0028241212710851966,0.039526019837045206,0.3017267762422256,0.03613044957377804,0.022106992671817552,0.003910390918216519,Bumps,Other_Faults
0,9,0,1734,0.015883779876693715,0.001401854219948849,0.06808138912691855,0.8838559924081285,0.0063705484824432695,0.0016246449827034535,0.02278179090316331,Other_Faults,Other_Faults
0,9,0,1336,0.12316416257357886,0.020072532705473992,0.006447737420989297,0.47078481616996487,0.36834644620103807,0.0,0.011184304928955129,Other_Faults,Other_Faults
0,9,0,1806,0.23902866754141952,0.00014285714285714284,0.0,0.6911240029630547,0.007675479664474258,0.006199093602102019,0.05582989908609154,Other_Faults,Other_Faults
0,9,0,1906,0.07665037159885006,0.00036015325670498083,0.23578854251722342,0.5214176402290623,0.0016870346483473884,0.020180747739973342,0.14391551000983838,Other_Faults,Other_Faults
0,9,0,1584,0.3285932212697139,0.006316829359049403,0.0023528656126482216,0.6370259334785771,0.012827672019111107,0.00020460358056265986,0.01267887468033743,Other_Faults,Other_Faults
0,9,0,1413,0.18034213761143633,0.0033583584202120115,0.002323051948051948,0.6134985637779216,0.1946736189380295,0.004400283180169325,0.0014039861241801448,Other_Faults,Other_Faults
0,9,0,1708,0.03880683230445401,0.00028181818181818185,0.10537216249533986,0.8004583459648763,0.023091933426934774,0.0,0.031988907626577065,Other_Faults,Other_Faults
0,9,0,1381,0.0934000282701274,0.00047999999999999996,0.043949475404196754,0.8515868038877523,0.0019542857142857153,0.0005740213278293773,0.00805538539581084,Other_Faults,Other_Faults
0,9,0,1296,0.0803668221853271,0.0011439100684261974,0.03783877427726566,0.638372139461632,0.24173767006360675,0.0,0.0005406839437424144,Other_Faults,Other_Faults
0,9,0,1570,0.5694371990164927,0.0012534130484501522,0.007297058013902266,0.40354678533193034,0.003983479051787751,9.523809523809523e-05,0.014386827442198264,Bumps,Other_Faults
0,9,0,1887,0.17790774559215086,0.003852427591887621,0.0006022474486870772,0.34801199679564027,0.45755263575867383,0.0,0.012072946812960101,Pastry,Other_Faults
0,9,0,1722,0.015685137664063365,0.0008529411764705883,0.0900143017741622,0.8603428330818191,0.0012621946169772255,0.0001,0.031742591686507254,Other_Faults,Other_Faults
0,9,0,1299,0.04467448674391215,0.00326490950377346,0.01166854093313244,0.7204252981539229,0.21796680993026177,0.00018181818181818183,0.001818136553177121,Other_Faults,Other_Faults
0,9,0,1735,0.11927218055497701,0.0016455026455026451,0.05031912617245676,0.7381322598074012,0.07728184467120677,0.009567953594841467,0.0037811325536160484,Other_Faults,Other_Faults
0,9,0,1452,0.44500893611944903,0.018001685441201565,0.0738389277160023,0.3601457703840145,0.09499004617875424,0.008014634160577763,0.0,Bumps,Other_Faults
0,9,0,1798,0.0781729817228799,0.006569772655791951,0.00014814814814814815,0.8631080259341839,0.014207530976329782,0.007453985494600818,0.03033955506806687,Other_Faults,Other_Faults
0,9,0,1457,0.7160423281238529,0.005397416990288355,0.006624342152167751,0.1916108336098092,0.02259846109849305,0.057417859855455625,0.0003087581699346405,Bumps,Other_Faults
0,9,0,1274,0.05902856723632416,0.011921633127018346,0.016380584548259063,0.19662225250017873,0.7040442415317083,0.00015384615384615385,0.011848874902665778,Pastry,Other_Faults
0,9,0,1629,0.3338797197722976,0.017877951627501876,0.002013590203106332,0.30611477417273536,0.32735426836186227,0.0,0.012759695862498005,Bumps,Other_Faults
0,9,0,1819,0.2574659430566314,0.09127872746988622,0.0018701812088168447,0.49107081424802,0.11095414154546478,0.005831579112796152,0.04152861335838469,Other_Faults,Other_Faults
0,9,0,1730,0.02149027142105222,0.0,0.07151352547106467,0.8753023145769295,0.007401282397033348,0.0005413965949356149,0.023751209538984092,Other_Faults,Other_Faults
0,9,0,1471,0.2056437641920889,0.012704881397561481,0.09044879638749902,0.5289457916172874,0.15707263036795802,0.0043863647551802085,0.000797771282426014,Other_Faults,Other_Faults
0,9,0,1779,0.04868127639973088,0.0012346331903172834,0.026367387358608278,0.9134014453471792,0.003455204668127673,0.005399229817860769,0.0014608232181761594,Other_Faults,Other_Faults
0,9,0,1717,0.0785197594086182,0.0,0.22418516210239656,0.5221405042872632,0.0009563204508856682,0.0008836944134770221,0.1733145593373588,Other_Faults,Other_Faults
0,9,0,1445,0.4299049983204341,0.003197671895811126,0.0010905797101449272,0.5444496396366825,0.01489923468629139,0.00021288515406162466,0.006244990596575048,Other_Faults,Other_Faults
0,9,0,1440,0.33879491554685454,0.0018049601133892854,0.0022104175394497974,0.6032422309012725,0.04022720865115637,0.00043238243238243236,0.013287884815494365,Other_Faults,Other_Faults
0,9,0,1842,0.06203859808581702,0.005091750841750841,0.022713621292288766,0.8717161797168922,0.010509006227790905,0.0,0.027930843835459913,Other_Faults,Other_Faults
0,9,0,1703,0.013985899697306283,0.005133068556435161,0.027839718896484966,0.7329857221455286,0.20812905079535185,0.0,0.011926539908892858,Other_Faults,Other_Faults
0,9,0,1634,0.6351796468093194,0.004076065987680993,0.00130651509559312,0.3405911464544373,0.015532009180313763,0.0,0.0033146164726550694,Bumps,Other_Faults
0,9,0,852,0.0009865384615384614,0.8991264281953182,0.00032,0.031733517867997746,0.06339168188160407,7.407407407407407e-05,0.004367759519462306,Dirtiness,Dirtiness
0,9,0,847,0.02281449363960875,0.8638464855922985,0.0,0.043341959251231056,0.06992298744278332,7.407407407407407e-05,0.0,Dirtiness,Dirtiness
0,9,0,835,0.20166584462431747,0.18548793466481756,0.0003476372924648787,0.5792713424870836,0.023366733929660297,0.00821775959618039,0.0016427474054756003,Other_Faults,Dirtiness
0,9,0,816,0.026963027491231348,0.0031685536255969694,0.018893676114969872,0.9355177556918297,0.008930677587213689,0.00036437246963562755,0.006161937019522159,Other_Faults,Dirtiness
0,9,0,812,0.022018206931609687,0.0052318658979309905,0.01281760587801729,0.9365367867013125,0.017279317094028888,0.0,0.0061162174970998484,Other_Faults,Dirtiness
0,9,0,830,0.371800048495355,0.17661517682077157,0.0013104867548304699,0.41038879830744623,0.03480281825450797,0.0020621528505581654,0.00302051851653018,Other_Faults,Dirtiness
0,9,0,433,8e-05,0.0,0.999385,0.00020500000000000002,0.0,0.0,0.00033,K_Scratch,K_Scratch
0,9,0,386,0.08352646200585709,0.0007633449883449884,0.09773486954175599,0.7053913579642834,0.11112767124100607,0.0009429492704092245,0.0005133449883449883,Other_Faults,K_Scratch
0,9,0,416,0.0,0.0,0.9995,0.000375,0.0,0.0,0.000125,K_Scratch,K_Scratch
0,9,0,455,0.0,0.0,0.99975,0.00025,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,514,0.03637922192813824,0.0,0.7464663275731143,0.19351973039977843,0.0005072463768115942,0.00014814814814814815,0.022979325574009384,K_Scratch,K_Scratch
0,9,0,536,0.003061403508771929,0.0,0.8840659850480654,0.11014363980458022,0.00016666666666666666,0.0,0.0025623049719159558,K_Scratch,K_Scratch
0,9,0,434,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,441,0.02345,0.0,0.8872000000000001,0.06484999999999999,0.0,0.0,0.0245,K_Scratch,K_Scratch
0,9,0,370,0.0044489824989825,0.0,0.8008380580674035,0.19113109130174719,0.003456868131868133,0.000125,0.0,K_Scratch,K_Scratch
0,9,0,670,0.0,0.0,0.975436713721062,0.02456328627893845,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,674,0.0,0.0,0.9719644914988398,0.028035508501160666,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,391,0.02499666666666667,0.0,0.620004793121881,0.3240760420028218,0.00939794685990338,0.0,0.021524551348727553,K_Scratch,K_Scratch
0,9,0,489,8e-05,0.0,0.99976,8e-05,0.0,0.0,8e-05,K_Scratch,K_Scratch
0,9,0,376,0.0013011904761904762,0.0,0.8031141766405041,0.19168545705913081,0.003899175824175825,0.0,0.0,K_Scratch,K_Scratch
0,9,0,458,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,712,0.01195660552897393,0.0,0.8491518436339229,0.12289237717831734,0.00016666666666666666,0.0,0.015832506992117953,K_Scratch,K_Scratch
0,9,0,485,0.0,0.0,0.999375,0.00025,0.0,0.0,0.000375,K_Scratch,K_Scratch
0,9,0,480,8e-05,0.0,0.99926,0.00033,0.0,0.0,0.00033,K_Scratch,K_Scratch
0,9,0,507,0.0,0.0,0.9895229733520338,0.01047702664796634,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,645,0.0,0.0,0.999875,0.000125,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,675,0.0,0.0,0.9857265217391306,0.01427347826086956,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,730,0.09077108128026866,6.666666666666667e-05,0.38316784095315587,0.4678938598836276,0.005345691112339469,0.0006407426802588093,0.05211411742368399,Other_Faults,K_Scratch
0,9,0,513,0.00325,0.0,0.9783979733520338,0.014477026647966336,0.0,0.0,0.003875,K_Scratch,K_Scratch
0,9,0,679,0.00025,0.0,0.9675118330469594,0.032238166953040735,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,500,0.0,0.0,0.99925,0.00075,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,383,0.13832590407063233,8.695652173913043e-05,0.13930742949472355,0.7005743040695753,0.010370155661627906,0.0030009757478448185,0.008334274433856474,Other_Faults,K_Scratch
0,9,0,665,0.0,0.0,0.9754831653339653,0.02451683466603522,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,603,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,380,0.022525369548897455,0.0,0.7631073438573176,0.20760595236059812,0.005578585695176084,0.001182748538011696,0.0,K_Scratch,K_Scratch
0,9,0,697,0.04453939767435338,0.000577485380116959,0.3936624350609604,0.42162042388450455,0.0013938082841680574,0.006890166394854104,0.13131628332104178,Other_Faults,K_Scratch
0,9,0,394,0.002875,0.0,0.9851888888888889,0.0073388888888888905,0.0012222222222222226,0.0,0.003375,K_Scratch,K_Scratch
0,9,0,542,0.0,0.0,0.9993666666666666,0.0006333333333333333,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,694,0.00025,0.0,0.9703868330469595,0.029363166953040736,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,686,0.0,0.0,0.9570582846598626,0.042941715340137514,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,502,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,447,0.00225,0.0,0.995,0.000125,0.0,0.0,0.002625,K_Scratch,K_Scratch
0,9,0,404,0.002875,0.0,0.9854388888888889,0.00683888888888889,0.0012222222222222226,0.0,0.003625,K_Scratch,K_Scratch
0,9,0,369,0.0030002645502645504,0.0,0.8043787511183138,0.18947180850724699,0.003149175824175825,0.0,0.0,K_Scratch,K_Scratch
0,9,0,368,0.02348235192994271,0.000125,0.6919146535910157,0.26364572489497506,0.02042123898825353,0.0004110305958132045,0.0,K_Scratch,K_Scratch
0,9,0,101,0.08577449635984578,0.016774179805153683,0.02240109951458975,0.6567723896503842,0.2101768112782156,0.000125,0.007976023391812867,Other_Faults,Pastry
0,9,0,148,0.041312119344219786,0.014410980922501681,0.011402407169232654,0.11750538364535981,0.812935833534243,0.0,0.002433275384443349,Pastry,Pastry
0,9,0,8,0.0739329733865353,0.003455468078554202,0.027848364644141293,0.5943361542138981,0.3000568319236052,0.0,0.00037020775326622403,Other_Faults,Pastry
0,9,0,138,0.13692160871513936,0.007545849325528698,0.05737091143948694,0.5591762627973649,0.23464367749288043,0.0026752688249176843,0.0016664214046822738,Other_Faults,Pastry
0,9,0,32,0.05369232530890948,0.010315243107245964,0.012656966313137966,0.1821748369873408,0.7402392565281863,0.00010526315789473683,0.0008161085972850679,Pastry,Pastry
0,9,0,131,0.014110609020953055,0.014170393060226712,0.031224282118080978,0.25513539699988846,0.6590055460957543,0.0,0.02635377270509677,Pastry,Pastry
0,9,0,2,0.18949167153407723,0.03453677273374534,0.00017786561264822133,0.27480503097567094,0.4855672554958973,0.0009938797624704206,0.014427523885492564,Pastry,Pastry
0,9,0,143,0.5371242044387979,0.01836994999888493,0.019180133157277155,0.273058444839811,0.1155880310927296,0.0352097870331803,0.0014694494393194704,Bumps,Pastry
0,9,0,49,0.8754339543237203,8e-05,0.0,0.08507681254133288,0.03926637599208968,0.0,0.00014285714285714284,Bumps,Pastry
0,9,0,108,0.11540469772870054,0.005244232085890757,0.010246334880211195,0.8291768847006384,0.02181335767077138,0.009708866080615365,0.008405626853173193,Other_Faults,Pastry
0,9,0,147,0.20183104349859146,0.011849083713684181,0.01620500168167765,0.138163069678423,0.621382440691197,0.007275249151522235,0.0032941115849042957,Pastry,Pastry
0,9,0,117,0.02448377611163734,0.015142237665631853,0.004197667470719198,0.10343513508772616,0.8500543092636026,0.0,0.0026868744006824513,Pastry,Pastry
0,9,0,74,0.3693369755372388,0.016295170030212826,0.0035145161290322585,0.3329846397748103,0.2695750806748468,0.0,0.00829361785386034,Bumps,Pastry
0,9,0,146,0.04864303350117193,0.010988732770487918,0.02562854650527862,0.18278519588928083,0.7286227936944909,0.002293730650154799,0.0010379669891349534,Pastry,Pastry
0,9,0,7,0.01522170364705246,0.0011248453683843885,0.6743009114920867,0.2670810697395462,0.041331916000395284,0.000803921568627451,0.000135632183908046,K_Scratch,Pastry
0,9,0,324,0.0025968895761849923,0.00024835164835164836,0.0,0.13904504934023984,0.004091514041514041,0.0,0.8540181953937085,Z_Scratch,Z_Scratch
0,9,0,160,0.0,0.0,0.0,0.0178353384198764,0.0013623101726648638,0.0,0.9808023514074592,Z_Scratch,Z_Scratch
0,9,0,233,0.0005740740740740741,0.0,0.0,0.007497987117552335,0.00017391304347826085,0.0,0.9917540257648954,Z_Scratch,Z_Scratch
0,9,0,187,0.20389738869249963,0.0,0.0,0.27517837069428414,0.0006623997269158559,0.00016,0.5201018408863026,Z_Scratch,Z_Scratch
0,9,0,231,0.002828774799509827,0.0,0.0,0.01079417542946108,0.002998987440398314,0.0,0.983378062330631,Z_Scratch,Z_Scratch
0,9,0,238,0.0012507496251874064,0.00020689655172413793,0.0,0.004332922824302135,0.00041379310344827585,0.0,0.9937956378953381,Z_Scratch,Z_Scratch
0,9,0,213,0.0008536908016579947,0.00020689655172413793,0.0,0.003814206246762027,0.0013014936382076342,0.0,0.9938237127616483,Z_Scratch,Z_Scratch
0,9,0,197,0.11016229629396582,0.001686751958948755,0.0,0.17269437606552243,0.017716212672527112,0.0004343137254901961,0.6973060492835468,Z_Scratch,Z_Scratch
0,9,0,227,0.11977153525644502,0.0007914979730384846,0.0030960896279970613,0.14227893871343175,0.2429968278581863,6.666666666666667e-05,0.49099844390423225,Z_Scratch,Z_Scratch
0,9,0,343,0.2623615315208816,0.08176935965210513,0.0009730264373701525,0.48426758489041505,0.08970038031283045,0.005467736480287568,0.07546038070611055,Other_Faults,Z_Scratch
0,9,0,225,0.0,0.0,0.0,0.0029085546939448936,0.0007766457680250785,0.0,0.9963147995380301,Z_Scratch,Z_Scratch
0,9,0,243,0.012870501340942244,0.00017142857142857143,0.0,0.029086969195709574,0.04120482918340625,0.0,0.9166662717085143,Z_Scratch,Z_Scratch
0,9,0,218,0.00025,0.0,0.0,0.000625,0.000125,0.0,0.999,Z_Scratch,Z_Scratch
0,9,0,165,8.695652173913043e-05,0.0,0.0,0.009458376544810302,0.0,0.0,0.9904546669334506,Z_Scratch,Z_Scratch
0,9,0,159,0.01689226963190757,0.0,0.0,0.03785841063409264,0.04454695461909522,0.0,0.9007023651149058,Z_Scratch,Z_Scratch
0,9,0,342,0.09657550250721565,0.11350612971340723,0.003609250381991365,0.3919417954409426,0.20528271740496867,7.692307692307693e-05,0.18900768147455188,Other_Faults,Z_Scratch
0,9,0,234,0.00043518518518518515,0.0,0.0,0.0033734935562521767,0.0007198275862068965,0.0,0.9954714936723557,Z_Scratch,Z_Scratch
0,9,0,170,0.010692990028725053,0.0,0.0,0.028106174309232235,0.03925402583560465,0.0,0.9219468098264391,Z_Scratch,Z_Scratch
0,9,0,168,0.010781862259276444,0.0,0.0,0.018242010852627902,0.03744100846521899,0.0,0.9335351184228776,Z_Scratch,Z_Scratch
0,9,0,776,0.16098509530970553,0.005468912744112551,0.1252361450397132,0.5767122812613681,0.01642203548085897,0.11420971235885966,0.0009658178053830228,Other_Faults,Stains
0,9,0,783,0.0,0.0,0.0,0.0,0.0,1.0,0.0,Stains,Stains
0,9,0,740,0.025323710917395385,7.142857142857142e-05,0.08195961894703313,0.11180633990829116,0.0015776977647671247,0.7781085123796975,0.0011526915113871637,Stains,Stains
0,9,0,751,0.0,0.0,0.0024033333333333333,0.001153333333333333,0.0,0.9964433333333331,0.0,Stains,Stains
0,9,0,789,0.11493376857041801,0.004070935273554436,0.12317138876581407,0.6280740195191901,9.523809523809523e-05,0.1276384656700356,0.0020161841057493232,Other_Faults,Stains
0,9,0,763,0.0038740344622697556,0.0,0.033103934077618254,0.04410036901522963,0.0,0.9189216624448812,0.0,Stains,Stains
0,9,0,794,0.0,0.0,0.00032,0.00032,0.0,0.99936,0.0,Stains,Stains
0,9,0,806,0.5108204190517326,0.012680264374948975,0.018104120718401416,0.36958763675120637,0.02923013049367056,0.055806322694187574,0.003771105915852096,Bumps,Stains