% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Mon Apr  9 18:42:14 2018
% Created by run_task()
@RELATION openml_task_146817_predictions

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

@DATA
0,0,0,1136,0.5487321131255432,0.0026640387472549824,0.029840502735742035,0.35578780232324947,0.04102659327959051,0.016829644896195792,0.005119304892424127,Bumps,Bumps
0,0,0,867,0.36075552710997144,0.002444729349158507,0.16841924148189014,0.42533889515354445,0.0068390730925015596,0.0006246316756754076,0.03557790213725878,Other_Faults,Bumps
0,0,0,887,0.5004162743866786,0.019323055867869927,0.03771631593399449,0.35076810079299287,0.06483316173270612,0.011494153766124029,0.015448937519634366,Bumps,Bumps
0,0,0,983,0.5548496706687496,0.020884033426162088,0.018069650266432334,0.347027338331991,0.026689538777423957,0.020026208337999504,0.01245356019124194,Bumps,Bumps
0,0,0,959,0.5349461735272987,0.012280810104307309,0.0006024390283707888,0.3499847616881653,0.02137353058336242,5.128205128205128e-05,0.08076100301721363,Bumps,Bumps
0,0,0,947,0.6648405657439975,0.006602415901798731,0.00022649572649572648,0.26796146912164964,0.04569555800506238,0.0002235728127616166,0.014449922688234175,Bumps,Bumps
0,0,0,1188,0.3475411886820426,0.0382337742961876,0.010385424330196638,0.4628497274831836,0.11969625788723981,0.006018279673997265,0.015275347647152692,Other_Faults,Bumps
0,0,0,1176,0.7558448308244068,0.000987305219129355,0.0034599709333625163,0.22902932890106106,0.0063040587341019454,0.00024325636224949726,0.0041312490256884575,Bumps,Bumps
0,0,0,1068,0.4118014533309307,0.001724306594391087,0.0003251449275362319,0.41626385021781653,0.04176242323014262,0.014472337803662912,0.11365048389551993,Other_Faults,Bumps
0,0,0,976,0.302033265047219,0.18541448784250106,0.01090324323766601,0.35077119878598195,0.13129240917840718,0.006188941147225423,0.013396454761000173,Other_Faults,Bumps
0,0,0,966,0.39829048596829386,0.004090132652667135,0.0005260171062423879,0.41235710098655143,0.047505105457235214,0.0011648268239629733,0.1360663310050475,Other_Faults,Bumps
0,0,0,1165,0.6731935056196314,0.001696384500277585,0.004388019287148065,0.3020521606103694,0.013155326840510304,0.0002233201581027668,0.005291282983959889,Bumps,Bumps
0,0,0,1161,0.5139737742344137,0.013858529927517219,0.008057599976819258,0.394334116509971,0.014119098744593342,0.0014129917423524147,0.054243888864333296,Bumps,Bumps
0,0,0,1007,0.253192369524535,0.026123528236183323,0.00048383701217553134,0.42939062129434963,0.1785915636617922,0.0038961172037480863,0.1083219630672163,Other_Faults,Bumps
0,0,0,1262,0.5699288925371264,0.011437102526506487,0.004371037465978422,0.3106472599867056,0.04547958381315593,0.0001111111111111111,0.058025012559415765,Bumps,Bumps
0,0,0,1054,0.5231584223419679,0.003329956577848235,0.0006837426900584795,0.44006568310271665,0.023389784530911454,0.0007206259566853875,0.008651784799812162,Bumps,Bumps
0,0,0,1244,0.39904747776385285,0.034118642844833354,0.019034747722040862,0.4696825567912764,0.049857561654090936,0.0062923848165722255,0.021966628407333415,Other_Faults,Bumps
0,0,0,1010,0.4111732678400834,0.011705486453299442,0.007555490668232801,0.4109079520715794,0.038728321896286305,0.0032908812566184234,0.11663859981389979,Bumps,Bumps
0,0,0,1166,0.6971706242783121,0.0009811010964771193,0.009645424539033772,0.2718435176015554,0.008175358300872536,0.0003787878787878788,0.011805186304960209,Bumps,Bumps
0,0,0,1076,0.469762577954036,0.015244987835211055,0.030403835182142225,0.4430130911384299,0.01966528653267811,0.01690182340605824,0.005008397951444646,Bumps,Bumps
0,0,0,928,0.4661075062903337,0.006442014093199425,0.0015986462623291267,0.3709258911553695,0.031072589983362715,0.00041054259317753103,0.1234428096222292,Bumps,Bumps
0,0,0,1223,0.813877993327039,0.006630297496173047,0.0010900553111245768,0.16376002583076524,0.0038099285918465112,0.0005949148890325361,0.010236784554019052,Bumps,Bumps
0,0,0,958,0.6170440584101466,0.0105550985112827,0.0001680161943319838,0.33576773854790054,0.03311867789301099,0.0008079462004742387,0.0025384642428535704,Bumps,Bumps
0,0,0,1167,0.7614338878452281,0.0010658152839340806,0.0064588699057154,0.21634833780339308,0.008140330513107141,0.0001674987864919215,0.006385259862130013,Bumps,Bumps
0,0,0,931,0.6873017641422831,0.004280841417842654,0.005037075260890506,0.2570362781959143,0.025706907779209916,0.0002093172119487909,0.02042781599191146,Bumps,Bumps
0,0,0,1261,0.4996927587928856,0.007256139781081241,0.006340614662290195,0.31684007655280527,0.027665689973215023,0.0006178003365088726,0.14158691990121364,Bumps,Bumps
0,0,0,1064,0.592422725065964,0.004968683739003016,0.0008428781950162466,0.37536147437040107,0.022698972063473887,0.0004549959317447448,0.0032502706343968363,Bumps,Bumps
0,0,0,914,0.6883423099594503,0.018978755186256545,0.0006808085581486074,0.2547979319345646,0.031131184824609998,0.0007422175333702209,0.005326792003600387,Bumps,Bumps
0,0,0,1085,0.39736437863593504,0.011075237636043088,0.0721939966635231,0.4211613365610249,0.08754101010079633,0.00992775330486133,0.0007362870978165941,Other_Faults,Bumps
0,0,0,1082,0.2323420435161922,0.0064050241697438245,0.1164141244848362,0.5186823234863512,0.11669600727025359,0.001424075003085135,0.008036402069538255,Other_Faults,Bumps
0,0,0,1006,0.2989748834756325,0.012967843696719814,0.0027238965815521575,0.45117586865195125,0.02915493162757735,0.005886702018470332,0.19911587394809663,Other_Faults,Bumps
0,0,0,977,0.16496754535346167,0.23385899981699795,0.015575326345514352,0.3343463735074198,0.21315489010973354,0.000330089377416409,0.03776677548945725,Other_Faults,Bumps
0,0,0,1026,0.5328563380060288,0.008379951462738634,0.0004556651419858967,0.3442381014037818,0.10554968904380935,0.0006466503957631417,0.007873604545892027,Bumps,Bumps
0,0,0,986,0.4188960204919662,0.04179161326280207,0.036490547422365016,0.45700812871537855,0.023786743864514476,0.008892702974591467,0.01313424326838242,Other_Faults,Bumps
0,0,0,937,0.7138287341220035,0.0037238461700712404,0.002498523600306019,0.23051486582496433,0.043513230563443805,0.00013695652173913042,0.005783843197471594,Bumps,Bumps
0,0,0,1013,0.5080318752292073,0.0027109388571490757,0.001253048630130125,0.3769582373342024,0.03541231144009348,0.00318306338805136,0.07245052512116555,Bumps,Bumps
0,0,0,1253,0.08277664419155469,0.007547561042658577,0.001489876849219271,0.1571010133476413,0.20927026763831805,0.00014011416709911782,0.5416745227635094,Z_Scratch,Bumps
0,0,0,1096,0.2707918429140005,0.05242661879327117,0.055589061004610515,0.37428479110639196,0.2185704620969739,0.001110084927008137,0.027227139157744332,Other_Faults,Bumps
0,0,0,965,0.6449299020731776,0.0024387576749702253,0.016329194015608804,0.2809213002622646,0.01802465574966952,0.0006999942033319429,0.03665619602097697,Bumps,Bumps
0,0,0,993,0.4630299067306462,0.10096980449499399,0.0005148481250785398,0.3987809047717198,0.012682211692032179,0.002162332396195047,0.021859991789334513,Bumps,Bumps
0,0,0,877,0.2184617062607382,0.01511166757271937,0.03850599527034855,0.666556870058755,0.017930451867971063,0.01874892611538309,0.024684382854084825,Other_Faults,Bumps
0,0,0,1494,0.038192292227673015,0.011608630805624158,0.0049126812968803045,0.5782134857954748,0.3558936578069771,3.6363636363636364e-05,0.01114288843100689,Other_Faults,Other_Faults
0,0,0,1651,0.37676788185026444,0.017467791585354265,0.03196012024751594,0.4286254549030473,0.09348907204925971,0.006114641410715404,0.045575037953843205,Other_Faults,Other_Faults
0,0,0,1623,0.4870970758214605,0.008403588351102019,0.000760306909381811,0.40027346953103404,0.019320250173221247,0.0010463158109679702,0.08309899340283275,Bumps,Other_Faults
0,0,0,1588,0.12580363009870124,0.009865983680851117,0.028248361021494087,0.44392086471043224,0.3821423107229101,0.0011771845700939765,0.008841665195517285,Other_Faults,Other_Faults
0,0,0,1386,0.12276243917550804,0.016122500291506893,0.19052352376461187,0.6223000537036162,0.008544874179184002,0.006794865768510474,0.03295174311706285,Other_Faults,Other_Faults
0,0,0,1901,0.2715206831588837,0.019717548497562784,0.000901368576313759,0.6443972495003562,0.026113553083692155,0.007313615658892122,0.03003598152429872,Other_Faults,Other_Faults
0,0,0,1513,0.24685133467460857,0.03659140455314227,0.01569554948673071,0.5797668472705819,0.0978829216938278,0.003977758078811198,0.01923418424229672,Other_Faults,Other_Faults
0,0,0,1613,0.1368199844748872,0.01977082095926492,0.28926150416574,0.47428561397322666,0.03381081400818585,0.0016644669053819147,0.04438679551331342,Other_Faults,Other_Faults
0,0,0,1380,0.19220568257368253,0.02117395711881055,0.18021318092446387,0.5473337253446877,0.01477095835086546,0.0038095027640828918,0.04049299292340695,Other_Faults,Other_Faults
0,0,0,1876,0.1699698652767482,0.05397496703368215,0.05457147489703947,0.679160013505617,0.018936218171372813,0.00815769284013852,0.015229768275402148,Other_Faults,Other_Faults
0,0,0,1290,0.04875641833552544,0.012119588199567181,0.051522847242245345,0.6999880743496744,0.16557854728156404,0.0010859589777819335,0.020948565613641237,Other_Faults,Other_Faults
0,0,0,1685,0.06641737806270227,0.06937705222427988,0.021523883163791804,0.6822011663844508,0.07950806428221281,0.0008086107742291269,0.0801638451083329,Other_Faults,Other_Faults
0,0,0,1478,0.4048446716907704,0.008580203032574805,0.0032650477706420346,0.37263431702296745,0.023538997730871532,0.0023354545569703343,0.1848013081952033,Bumps,Other_Faults
0,0,0,1745,0.33989550089422466,0.003613908492817851,0.006799441544328295,0.5453029598583985,0.018485877098117585,0.008328661722861435,0.07757365038925196,Other_Faults,Other_Faults
0,0,0,1321,0.08750120066848238,0.002712958922064064,0.06942507236775285,0.798472885679714,0.003649117590450824,0.012632610371075182,0.025606154400461288,Other_Faults,Other_Faults
0,0,0,1795,0.3900789851157487,0.006498952056365177,0.0006378794063316045,0.50346306337474,0.07935147150341064,0.004276212928323068,0.015693435615080607,Other_Faults,Other_Faults
0,0,0,1285,0.1543206009820525,0.08880709983939207,0.005645640289860626,0.47518602461961973,0.18167586788861667,0.001657185087456006,0.09270758129300317,Other_Faults,Other_Faults
0,0,0,1822,0.2272769986712637,0.0049852883785811404,0.003778521903049163,0.42500231611955436,0.04521821348034821,0.005150451687136392,0.2885882097600667,Other_Faults,Other_Faults
0,0,0,1617,0.0861667889634501,0.00268975866309458,0.5326334416067338,0.2675636282407348,0.03814914305777361,3.389830508474576e-05,0.07276334116312937,K_Scratch,Other_Faults
0,0,0,1529,0.03839267189568369,0.019586003488030763,0.2601327829031924,0.4033520583100986,0.21868229315639048,0.000267425320056899,0.05958676492654742,Other_Faults,Other_Faults
0,0,0,1877,0.16062711847753847,0.027725496712865533,0.024965158740163945,0.5367438323909213,0.06625835455081402,0.007958726956058235,0.17572131217163894,Other_Faults,Other_Faults
0,0,0,1352,0.10203584562017992,0.004353316087568353,0.34287448841811385,0.49990670070369675,0.014690792762374625,0.005058507159520328,0.031080349248546486,Other_Faults,Other_Faults
0,0,0,1788,0.2089133763584046,0.013212721434693297,0.10795544762458777,0.5987518355373755,0.04458428271183712,0.006483504441767225,0.020098831891334573,Other_Faults,Other_Faults
0,0,0,1325,0.101338563510815,0.004105349285877471,0.09745893826168905,0.7515220847751247,0.006058210924527702,0.014626644517231596,0.024890208724734478,Other_Faults,Other_Faults
0,0,0,1401,0.66269099973261,0.002058444987188506,0.003364153102469496,0.31130860366872026,0.005194245464891757,0.00011896551724137931,0.015264587526878617,Bumps,Other_Faults
0,0,0,1912,0.08206052500627954,0.005580219828480463,0.20983066533152553,0.594868167624837,0.0076026234604979915,0.0026444122657632166,0.0974133864826165,Other_Faults,Other_Faults
0,0,0,1844,0.11282579783037171,0.013286474617953624,0.14932675753804936,0.6222702215893267,0.038275563918373376,0.01164026616226855,0.052374918343656346,Other_Faults,Other_Faults
0,0,0,1603,0.08034969991452794,0.018480495213219993,0.007453611709731762,0.5450894242219658,0.32334347061981666,0.0009696842981421623,0.02431361402259535,Other_Faults,Other_Faults
0,0,0,1801,0.2993644462085862,0.002815267626185388,0.001473614888967204,0.5703075295154322,0.06388979923852016,0.008211059356296924,0.05393828316601238,Other_Faults,Other_Faults
0,0,0,1737,0.0766026308198233,0.08127346047258344,0.02423109524721862,0.41801180778647784,0.3841758449079355,0.0006140149705367098,0.015091145795424718,Other_Faults,Other_Faults
0,0,0,1354,0.0887429226457904,0.0029589893915289356,0.16319581110799306,0.6729041127127501,0.019972565150111664,0.0017652857093791577,0.050460313282446226,Other_Faults,Other_Faults
0,0,0,1851,0.09361225866465035,0.03717428414737834,0.04423455610678179,0.7104967234282322,0.06251851712538542,0.005852220798232708,0.046111439729338906,Other_Faults,Other_Faults
0,0,0,1791,0.4111058270253668,0.012154875841365993,0.009031790378142468,0.31025346471916454,0.014874350638371945,0.0018904128904391468,0.240689278507149,Bumps,Other_Faults
0,0,0,1714,0.11864260557850623,0.22525831447750388,0.02499455918841639,0.38737028100229587,0.20320221739614858,0.001693340059666579,0.03883868229746333,Other_Faults,Other_Faults
0,0,0,1769,0.14851278520960134,0.007672399804446451,0.04925750472569533,0.724977469966303,0.008180370804222051,0.020039020589895748,0.04136044889983567,Other_Faults,Other_Faults
0,0,0,1532,0.25695151154063256,0.02527595564126332,0.006504353293153546,0.48912633663254756,0.16413859744891035,0.0008345516944013804,0.057168693749091636,Other_Faults,Other_Faults
0,0,0,1759,0.20604741201793259,0.012013264602741115,0.017028223924620858,0.38011294751379066,0.007943486736970899,0.0032780027737411965,0.3735766624302032,Other_Faults,Other_Faults
0,0,0,1355,0.19445909406270384,0.011290248412855558,0.035649612153908085,0.6926930818137379,0.025764860371333506,0.01359708136904937,0.02654602181641184,Other_Faults,Other_Faults
0,0,0,1740,0.15874543046130518,0.0020165525906447085,0.0929026190186759,0.7163026516090863,0.013191508829621659,0.0035026749309831342,0.013338562559683263,Other_Faults,Other_Faults
0,0,0,1604,0.3274742765677213,0.005732815047057104,0.12496926789001546,0.47095821434827867,0.06742309346638665,0.0016138424258567217,0.0018284902546846051,Other_Faults,Other_Faults
0,0,0,1481,0.04402072951392306,0.01755926777511085,0.006491875093343848,0.5452507097859652,0.3641663081767356,0.00014285714285714284,0.0223682525120644,Other_Faults,Other_Faults
0,0,0,1698,0.04893988157447801,0.024033803365988215,0.02508317967850701,0.7300186180125118,0.15216566450880628,0.0007064323523438303,0.019052420507364692,Other_Faults,Other_Faults
0,0,0,1793,0.12382582347472934,0.05080498539183404,0.10881137712772904,0.41283263972008694,0.1917109356026303,0.0008061958250816249,0.11120804285790903,Other_Faults,Other_Faults
0,0,0,1657,0.17145695342282744,0.04085446983240864,0.0865448510442196,0.6319061853307784,0.03412110723683697,0.006536615357678894,0.028579817775250486,Other_Faults,Other_Faults
0,0,0,1620,0.44827737614396385,0.0030327826698017843,0.00089248680691101,0.4433612899938882,0.025927293121266362,0.0012853181693369923,0.07722345309483218,Bumps,Other_Faults
0,0,0,1273,0.20912313242132907,0.047169292248386854,0.005056959364977868,0.3834606226658332,0.2962229090335766,0.0012902017119719993,0.05767688255392513,Other_Faults,Other_Faults
0,0,0,1569,0.5795827109738362,0.0034385354954515686,0.004551895700613857,0.32096976103626274,0.029439870544854457,4.545454545454546e-05,0.06197177170352693,Bumps,Other_Faults
0,0,0,1637,0.5863311646279467,0.02077841303118437,0.018214131119268482,0.2853767354954476,0.019934583121887183,7.843137254901961e-05,0.06928654123171614,Bumps,Other_Faults
0,0,0,1351,0.15671736702469388,0.015294657980678377,0.06295734300943298,0.6914584217503784,0.04247424350596562,0.01205302111805344,0.019044945610796914,Other_Faults,Other_Faults
0,0,0,1450,0.396339259659502,0.012280624020939088,0.0006144859314992859,0.48727547266243615,0.05233874011288413,0.0011743510128740674,0.0499770665998658,Other_Faults,Other_Faults
0,0,0,1738,0.1812352081281463,0.09259796886583053,0.0017926820604368709,0.6738107520900478,0.013475121808977078,0.016665527852913937,0.020422739193648048,Other_Faults,Other_Faults
0,0,0,1766,0.18854080116773894,0.010324694378415666,0.06408308308860819,0.5932552494209902,0.02902363752988522,0.008306618593217682,0.10646591582114345,Other_Faults,Other_Faults
0,0,0,1503,0.11269344730888467,0.053888549842474494,0.021532645859713234,0.5360033831770531,0.17688771155111327,0.0007615812852079969,0.09823268097555317,Other_Faults,Other_Faults
0,0,0,1277,0.0002695437811187337,0.0,0.9921671043175061,0.007426988265011316,0.00013636363636363634,0.0,0.0,K_Scratch,Other_Faults
0,0,0,1594,0.20215399741388487,0.017487905353196567,0.041172706165593986,0.6094652789631554,0.06754401867399415,0.005753580684714294,0.05642251274545963,Other_Faults,Other_Faults
0,0,0,1492,0.055263511269321546,0.013934686475506794,0.02089968487482566,0.6846802911087978,0.19992706104205865,0.0007841654222592962,0.02451059980723017,Other_Faults,Other_Faults
0,0,0,1830,0.12571683377695636,0.009831859610603066,0.17121915413463357,0.5540398520386263,0.03575620172618285,0.05739099740696741,0.046045101306030935,Other_Faults,Other_Faults
0,0,0,1658,0.1717777147318578,0.13427488806174068,0.010735006608523851,0.307409125421533,0.36918929342755186,0.0013194942297794744,0.0052944775190138385,Pastry,Other_Faults
0,0,0,1646,0.10747830328069086,0.02729096084949866,0.03949414616869273,0.5356095001475096,0.2721096310560638,0.0005749800789472472,0.017442478418596793,Other_Faults,Other_Faults
0,0,0,1607,0.5190984121681665,0.006351208770934232,0.0038236917120810115,0.2747723161512935,0.013756685307986067,0.0004688345116916546,0.18172885137784714,Bumps,Other_Faults
0,0,0,1460,0.4985786488804877,0.0050443181542451365,0.03457667761364706,0.365273678942777,0.0755786032632568,0.014995285847621755,0.005952787297964988,Bumps,Other_Faults
0,0,0,1550,0.11862117332205759,0.007011275419760749,0.10423873758103437,0.6435031974927945,0.009262106403368353,0.02628020572742043,0.09108330405356355,Other_Faults,Other_Faults
0,0,0,1711,0.1957187146224276,0.01309416050406753,0.03165920182652551,0.6530307850978071,0.08290958245249834,0.01221744413612489,0.011370111360548885,Other_Faults,Other_Faults
0,0,0,1677,0.23113834222715948,0.03704861534106113,0.0028169345691791674,0.5753884517357274,0.03831495375349879,0.007984792634802212,0.10730790973857192,Other_Faults,Other_Faults
0,0,0,1350,0.08702691041078195,0.0045074253377815655,0.31289751415728834,0.5445338452915033,0.02982453380253133,0.0019580445911563616,0.01925172640895722,Other_Faults,Other_Faults
0,0,0,1505,0.0736359781452521,0.028441725874469588,0.15720086367854208,0.5094207103389216,0.1066353417965354,0.001156595710632569,0.1235087844556467,Other_Faults,Other_Faults
0,0,0,1518,0.13054674785490153,0.03687310376217316,0.037498298120978005,0.325858920218318,0.4626424886892546,0.001009134294461532,0.005571307059913625,Pastry,Other_Faults
0,0,0,828,0.14538032452724783,0.288524356666397,0.034001314268320815,0.3719371115966156,0.12906597087073765,0.0067142990116349,0.024376623059046795,Other_Faults,Dirtiness
0,0,0,840,0.0599797118788809,0.6080296105724675,0.0039349883946680885,0.15557855101316903,0.15125368084475402,0.002052964208077039,0.019170493087983128,Dirtiness,Dirtiness
0,0,0,813,0.08033269770828551,0.1782921420620696,0.004637057060217304,0.4404058561103839,0.24770840836505836,0.000458713338800291,0.048165125355185134,Other_Faults,Dirtiness
0,0,0,827,0.13537647254009005,0.31203238684622464,0.039752504009989954,0.3439202862098721,0.14090218210394748,0.005244846149682038,0.022771322140194398,Other_Faults,Dirtiness
0,0,0,860,0.20237575173043962,0.32753859547021574,0.005234937867523342,0.31893642448294335,0.12173199385882309,0.0071527194193440604,0.01702957717071102,Dirtiness,Dirtiness
0,0,0,707,0.002446689482124279,0.0,0.9799495295283122,0.016656446338929747,0.00021043771043771043,0.0,0.0007368969401963653,K_Scratch,K_Scratch
0,0,0,582,0.0008590493133735625,0.0,0.9925703903265488,0.006227406439940216,0.0,0.0,0.0003431539201375557,K_Scratch,K_Scratch
0,0,0,417,0.0030803417776758425,0.0,0.9840615764589148,0.012424822791804523,0.0,0.0,0.00043325897160483625,K_Scratch,K_Scratch
0,0,0,374,0.037825717556143224,0.0016618299260392675,0.6541081715853967,0.2789651855734233,0.015541970797063374,0.00762559604766576,0.004271528514268697,K_Scratch,K_Scratch
0,0,0,460,0.001225106621721005,0.0,0.9757425695166073,0.012651269947251907,0.0025493933480751963,0.0,0.0078316605663448,K_Scratch,K_Scratch
0,0,0,710,0.024523394624419645,3.846153846153846e-05,0.8249263348065767,0.11554002270375975,0.008517037445227494,0.0,0.02645474888155544,K_Scratch,K_Scratch
0,0,0,467,0.0,0.0,0.9993108456760631,0.0005353081700907787,0.0,0.0,0.00015384615384615385,K_Scratch,K_Scratch
0,0,0,657,0.0,0.0,0.999735912531539,0.0002640874684608915,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,704,0.004632043162494019,3.846153846153846e-05,0.9321249349117932,0.05512217532516463,0.002809874098287864,0.0,0.005272510963798827,K_Scratch,K_Scratch
0,0,0,700,0.0019297771541440976,0.0,0.9825914324880107,0.01471910139485744,7.407407407407407e-05,0.0,0.000685614888914314,K_Scratch,K_Scratch
0,0,0,668,9.982174688057042e-05,0.0,0.9946990616935483,0.005067783226238053,0.00013333333333333334,0.0,0.0,K_Scratch,K_Scratch
0,0,0,351,0.04157439670317482,0.0010113721988255094,0.7265565271175941,0.206178806842845,0.015705849829935576,0.008594658631817131,0.0003783886758083654,K_Scratch,K_Scratch
0,0,0,373,0.045197665776264564,0.0012653767754845482,0.709033183381502,0.2224092127801459,0.014249041003387728,0.005759816460312001,0.0020857038229039,K_Scratch,K_Scratch
0,0,0,726,0.005673433257566708,0.0,0.970167845196364,0.02316863086958401,0.0,0.0,0.0009900906764853216,K_Scratch,K_Scratch
0,0,0,616,0.0,0.0,0.9998199999999999,0.00017999999999999998,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,662,0.0004612056788527377,0.0,0.9966032002397435,0.002899879795689229,3.571428571428571e-05,0.0,0.0,K_Scratch,K_Scratch
0,0,0,699,0.0011056848945679675,0.0,0.9908117669919421,0.008008474039416265,7.407407407407407e-05,0.0,0.0,K_Scratch,K_Scratch
0,0,0,577,0.00032979751729751727,0.0,0.9912383502660869,0.00814770022644791,0.0,0.0,0.0002841519901678838,K_Scratch,K_Scratch
0,0,0,522,0.0006686461148882415,0.0,0.9858206229324693,0.011555950778692516,0.0003363636363636364,0.0,0.001618416537586229,K_Scratch,K_Scratch
0,0,0,483,0.00014074074074074073,0.0,0.9988773580359006,0.0005446548465470897,0.00017391304347826085,0.0,0.00026333333333333336,K_Scratch,K_Scratch
0,0,0,515,0.0012956084385307408,3.846153846153846e-05,0.9782348691880146,0.019041209104404554,0.00035772686433063793,0.0,0.0010321248662579024,K_Scratch,K_Scratch
0,0,0,564,0.004594520719868432,0.0,0.9706038623361768,0.021167112797624434,0.00016666666666666666,0.0,0.0034678374796640473,K_Scratch,K_Scratch
0,0,0,549,0.007725651174158971,3.846153846153846e-05,0.9280660185772555,0.04620213269527265,0.005984682420016914,0.0,0.011983053594834385,K_Scratch,K_Scratch
0,0,0,352,0.05693342809510536,0.032215068257255265,0.2046885373561793,0.4918053240422422,0.199049780670844,0.0004260067023876637,0.01488185487598565,Other_Faults,K_Scratch
0,0,0,438,0.0004503862921179031,0.0,0.9980709170586566,0.0007972448358907147,0.0,0.0,0.0006814518133348297,K_Scratch,K_Scratch
0,0,0,602,0.0,0.0,0.9972540386199884,0.0027459613800116115,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,422,0.0015743149660455828,0.0,0.9919977452850651,0.00606852693113093,0.0,0.0,0.00035941281775868236,K_Scratch,K_Scratch
0,0,0,465,0.00021200510855683269,0.0,0.9980360811843815,0.0017519137070615286,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,594,7.692307692307693e-05,0.0,0.9999230769230769,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,484,7.407407407407407e-05,0.0,0.998705929464472,0.0009160834179756612,0.00017391304347826085,0.0,0.00013000000000000002,K_Scratch,K_Scratch
0,0,0,600,0.0006907951872017207,0.0,0.9971465011550676,0.0020166241733051756,0.0,0.0,0.00014607948442534906,K_Scratch,K_Scratch
0,0,0,622,0.0,0.0,0.9984282503461155,0.0011554934962490742,0.0,0.0,0.000416256157635468,K_Scratch,K_Scratch
0,0,0,559,0.008166866041850194,3.846153846153846e-05,0.8802419293270302,0.09775800609268409,0.004251513036691508,0.00017714672075726842,0.009366077242524999,K_Scratch,K_Scratch
0,0,0,647,0.0,0.0,0.99746239026834,0.0025376097316599628,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,676,0.08021089803544171,0.010347288871717387,0.4258178343426143,0.3647684035819918,0.0154563520932635,0.002899914547425598,0.10049930852754539,K_Scratch,K_Scratch
0,0,0,419,0.0010056157232165121,0.0,0.9879307946938802,0.00899482084658773,0.00034157261794634595,0.0,0.001727196118369199,K_Scratch,K_Scratch
0,0,0,567,0.08670071695563979,0.0037225382961309254,0.25499946595413936,0.5308705210065225,0.0071988350486191215,0.004548011779635291,0.11195991095931318,Other_Faults,K_Scratch
0,0,0,541,0.08846461428996039,0.007131083645120459,0.15206930604126595,0.6266646436122718,0.012317833930082844,0.012604507375707097,0.1007480111055912,Other_Faults,K_Scratch
0,0,0,420,0.06629588958280784,0.0036275528757240367,0.2448365745863467,0.5809025962176763,0.0071549450226264045,0.008238708230545112,0.08894373348427378,Other_Faults,K_Scratch
0,0,0,469,0.00013793103448275863,0.0,0.9990734198009089,0.0007886491646082439,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,95,0.33039090122124426,0.07750003059002467,0.017248704310395654,0.3355972863461134,0.22049532962546076,0.0020061361330523846,0.01676161177370888,Other_Faults,Pastry
0,0,0,90,0.15267221987751212,0.1447028127372606,0.022545908255395,0.2746595106284162,0.38779272155580163,0.0003436000197787205,0.017283226925836975,Pastry,Pastry
0,0,0,40,0.05179395178170616,0.03967031185855017,0.004516242733800018,0.3952089131195551,0.48707904300586347,3.4482758620689657e-05,0.021697054741904632,Pastry,Pastry
0,0,0,149,0.17270148040850106,0.07705848658761907,0.027175633974518044,0.31277376390617806,0.37438880177330386,0.0003429368752305672,0.0355588964746504,Pastry,Pastry
0,0,0,89,0.20883819453966063,0.11358671888343387,0.02750089966744791,0.3362919223002197,0.2943054660801172,0.001193079658533795,0.01828371887058756,Other_Faults,Pastry
0,0,0,141,0.2374544774389444,0.09820894887456183,0.001827070627568919,0.3256816369784548,0.267236172714868,0.0018223051756913755,0.06776938818991056,Other_Faults,Pastry
0,0,0,52,0.20368641382299735,0.022688766598058022,0.002035929938587779,0.367479918793781,0.2786767094321225,0.0,0.1254322614144531,Other_Faults,Pastry
0,0,0,128,0.05327222914900952,0.10150568631198983,0.011426809692890652,0.21653394207246324,0.6036866972052601,0.0,0.013574635568386695,Pastry,Pastry
0,0,0,63,0.3128762946400885,0.006466880585437504,0.00211595850543219,0.43603267598585377,0.23138177084559267,0.000265117001090733,0.010861302436504527,Other_Faults,Pastry
0,0,0,36,0.140910106755512,0.04535977370383267,0.00863637495165262,0.46189122043613345,0.2655744254883753,0.0010325348557885402,0.07659556380870501,Other_Faults,Pastry
0,0,0,79,0.06484262888556955,0.046306700005370925,0.0938767995514548,0.394464222693163,0.3657390848216305,0.0002605042016806722,0.03451005984113052,Other_Faults,Pastry
0,0,0,55,0.3047132926851123,0.04358945290052251,0.0028815050067136773,0.2979281085828749,0.336323788374764,0.0,0.014563852450012831,Pastry,Pastry
0,0,0,56,0.31843283547409945,0.09575474266044669,0.0023810719987416348,0.5073920890901247,0.02626476073585885,0.012624385479539972,0.03715011456118931,Other_Faults,Pastry
0,0,0,152,0.08209610767656837,0.008564255875608892,0.0027626041219465437,0.15494641025942024,0.18777517843595581,0.00014011416709911782,0.5637153294634014,Z_Scratch,Pastry
0,0,0,20,0.04331836059281932,0.010474101921012722,0.007138431075965536,0.5375746713243412,0.39394996716162856,0.0,0.007544467924233175,Other_Faults,Pastry
0,0,0,210,0.022150213210560505,0.008793723546358196,0.0013625766741180423,0.13903707165179602,0.038816870173514366,0.0,0.7898395447436535,Z_Scratch,Z_Scratch
0,0,0,296,0.02998203483720542,0.001793869793649865,0.00028214663243733015,0.08894347748023991,0.026422213646883384,4e-05,0.8525362576095842,Z_Scratch,Z_Scratch
0,0,0,196,0.04095339737273445,0.004005786449763157,0.0005893896907515288,0.1542781914645019,0.09787864299108248,0.00023773191578069626,0.7020568601153863,Z_Scratch,Z_Scratch
0,0,0,175,0.04721773953315057,0.0019246960314846682,0.0027536728309462467,0.08924843268628292,0.010124109036360355,0.00012121212121212121,0.8486101377605634,Z_Scratch,Z_Scratch
0,0,0,307,0.04316307351409831,0.027728741811337727,0.0012843282301685751,0.2044814111788851,0.07482073593297711,8.25531914893617e-05,0.6484391561410434,Z_Scratch,Z_Scratch
0,0,0,171,0.03226356116724486,0.005415890910553063,0.00029588043839542786,0.15124233686032174,0.09853564121399497,0.0001488430268918074,0.7120978463825985,Z_Scratch,Z_Scratch
0,0,0,215,0.10853400131817748,0.0019857055808547804,0.004667247246619525,0.14959075648214196,0.022342370303684748,0.0012433004130641084,0.711636618655457,Z_Scratch,Z_Scratch
0,0,0,341,0.11705376449454286,0.11596885648913881,0.01026138962767847,0.5257867342149607,0.12206443519276713,0.005917386503750768,0.10294743347716154,Other_Faults,Z_Scratch
0,0,0,264,0.06510096165660043,0.0010231477817242078,0.005064756691704059,0.09701233032864409,0.016081546217745647,0.00013064327485380118,0.8155866140487273,Z_Scratch,Z_Scratch
0,0,0,222,0.03430212389215379,0.008683228778049099,0.002520491004825624,0.147569221965512,0.024790784487732677,0.00010128205128205129,0.7820328678204453,Z_Scratch,Z_Scratch
0,0,0,277,0.05190656637932419,0.0004898395572308615,0.00108094999278964,0.07250761315689934,0.016048017526855717,0.0,0.8579670133869006,Z_Scratch,Z_Scratch
0,0,0,272,0.05121386639939758,0.001557984411207896,0.004121526666842555,0.1300469546274722,0.011612209791517907,0.0012317894270908786,0.8002156686764712,Z_Scratch,Z_Scratch
0,0,0,221,0.07111864454532124,0.005539157176267793,0.009363816646581003,0.21134078070998685,0.052491179697751716,0.0016442371217801378,0.6485021841023111,Z_Scratch,Z_Scratch
0,0,0,338,0.15511955873411426,0.04187425491075525,0.009153934526749608,0.5581647360639119,0.16881726282329731,0.0025368571691486478,0.06433339577202303,Other_Faults,Z_Scratch
0,0,0,162,0.08558462897445601,0.0014789146555167466,0.0009671062271536373,0.1477903476094807,0.013249210528756779,0.0006961868276328789,0.7502336051770033,Z_Scratch,Z_Scratch
0,0,0,199,0.20985014714724662,0.010794837739292254,0.006421024529077922,0.35107406126684293,0.032052406559515974,0.01197021481775022,0.3778373079402746,Z_Scratch,Z_Scratch
0,0,0,192,0.1515572710504814,0.016935747141128346,0.00016216216216216218,0.26190028171861185,0.12780813001796404,0.002185804150342226,0.4394506037593099,Z_Scratch,Z_Scratch
0,0,0,176,0.061643255035703774,0.005827665099187534,0.0008556307582152693,0.1602727223333342,0.0845032183618185,0.0006586637256486762,0.6862388446860919,Z_Scratch,Z_Scratch
0,0,0,265,0.020292583714075035,0.007569238535642942,0.00040916383253032803,0.09725363729344082,0.031464266804875254,0.0,0.8430111098194358,Z_Scratch,Z_Scratch
0,0,0,759,0.03223145674703187,0.0013039320328794013,0.036203071795331346,0.07887337381451491,0.008008249459436132,0.8411345166355881,0.002245399515218098,Stains,Stains
0,0,0,760,0.042272593683683586,0.00019871794871794874,0.0277037812576953,0.06890579549655507,0.00918595830483816,0.849837026295815,0.0018961270126948214,Stains,Stains
0,0,0,764,0.030694920885355994,0.0007092948717948718,0.03849841972178853,0.08419808780824872,0.008220424167844983,0.8357606039854234,0.0019182485595432802,Stains,Stains
0,0,0,741,0.5090221874728189,0.013444776371464354,0.011488284537667528,0.36310394593095696,0.05815689586694016,0.02402157266627246,0.020762337153879342,Bumps,Stains
0,0,0,766,0.009912726891708896,0.0006888888888888888,0.027653291956782386,0.04594018628634964,0.0019991479767204642,0.9130544379749193,0.0007513200246305796,Stains,Stains
0,0,0,799,0.024351045981133617,0.0007478443155824803,0.039354717660195236,0.1029188850754442,0.0035996552220499806,0.8230537412833459,0.005974110462248562,Stains,Stains
0,0,0,752,0.008895307093421677,0.0020507309941520464,0.034574045081796664,0.04138436941944781,0.0031236710585821406,0.9093729020292713,0.0005989743233275793,Stains,Stains
0,0,0,749,0.012943259707947321,0.0,0.03320772743885852,0.03536360454867897,0.002300321745530682,0.9156241042745777,0.000560982284406748,Stains,Stains
0,1,0,871,0.0936905225521205,0.009126505407655142,0.029315045738117912,0.7483880220498282,0.10269359480793065,0.002645200210960812,0.014141109233386738,Other_Faults,Bumps
0,1,0,1252,0.45151735895402273,0.006337030954706649,0.07187127740772087,0.4140693030955124,0.046371437789649014,0.004537268265409111,0.00529632353297931,Bumps,Bumps
0,1,0,1213,0.7798987213383041,0.007561971351379161,0.002305133763660166,0.1907065515687457,0.008078387808826824,0.0006214474736213866,0.010827786695462863,Bumps,Bumps
0,1,0,912,0.6730674286750538,0.01040536200096651,5.714285714285714e-05,0.2743649883769174,0.03673104950652086,0.0008657109816316568,0.004508317601766594,Bumps,Bumps
0,1,0,1100,0.14089998614260438,0.029432787161556548,0.016727090362005984,0.6150585839882277,0.16548277071541773,0.010587685561358933,0.021811096068829344,Other_Faults,Bumps
0,1,0,1081,0.09815253987228384,0.039135592146319224,0.026902087257675206,0.4849395195592643,0.34015169906371906,0.0005439664652655467,0.010174595635472971,Other_Faults,Bumps
0,1,0,1151,0.26722518638557363,0.005923234208765301,0.30073952054345127,0.31825725476146244,0.03270404670998843,0.0,0.07515075739075897,Other_Faults,Bumps
0,1,0,885,0.17227231301840415,0.009930488122076173,0.12901147411287583,0.5776464819567897,0.029458474992666298,0.019407455065383928,0.06227331273180459,Other_Faults,Bumps
0,1,0,1044,0.48828497399769166,0.004967343154810984,0.002096177166487634,0.4155237299938472,0.07603942496719308,0.0008591275079024625,0.012229223212067063,Bumps,Bumps
0,1,0,1014,0.3548864280555736,0.013135830943078287,0.00035342086017710165,0.3717440843793385,0.048061081887138826,0.0043702810654427686,0.20744887280925106,Other_Faults,Bumps
0,1,0,1154,0.4300540656216882,0.015339023947251463,0.006394811710821479,0.43247878708517395,0.03079670637365642,0.0017964759547485394,0.08314012930666004,Other_Faults,Bumps
0,1,0,908,0.6744279497668264,0.006120569377770489,0.0007196260937010823,0.282231259460286,0.029042488515521225,0.0004805250305250305,0.006977581755370088,Bumps,Bumps
0,1,0,1079,0.2410244248620549,0.005689788266456074,0.02912541876277475,0.23422971151922733,0.02962062726714801,0.4487299925847662,0.011580036737572599,Stains,Bumps
0,1,0,955,0.6128421906698425,0.007726760214272885,0.0004537759354397725,0.32315790097246605,0.05071443428146524,0.0006410971494135794,0.004463840777099903,Bumps,Bumps
0,1,0,982,0.42578668165567046,0.03774993657414795,0.011262804075854754,0.4600926479529078,0.031116114065029076,0.02468961711463715,0.009302198561752534,Other_Faults,Bumps
0,1,0,1236,0.4175741733299694,0.013337425958843643,0.001955845987833662,0.40261507107719996,0.01345374253960561,0.0030772760665926774,0.14798646503995547,Bumps,Bumps
0,1,0,918,0.42279460194527585,0.008913492005234506,0.002967797411636309,0.2955664100263527,0.24508921809455966,8.101472995090017e-05,0.02458746578699009,Bumps,Bumps
0,1,0,1028,0.6317880123195935,0.011745502201882597,0.004102972974258104,0.31400098809589044,0.009051526718082596,0.0,0.029310997690293012,Bumps,Bumps
0,1,0,1036,0.5173529298271947,0.005714683791172815,0.0017538791011166444,0.3967097390215066,0.06083904970436771,0.00019955669955669955,0.017430161855084732,Bumps,Bumps
0,1,0,1118,0.329817987092082,0.009815629520645859,0.020997181002623665,0.5390063583657821,0.040658007263814924,0.026243420092050142,0.0334614166630013,Other_Faults,Bumps
0,1,0,971,0.1503736708050349,0.28367932532294476,0.02424883985017405,0.3122353359046141,0.18816014158438088,0.0028747389458528205,0.03842794758699909,Other_Faults,Bumps
0,1,0,1057,0.505691848865846,0.004092546783772619,0.000746621508842477,0.4457341912090922,0.03128255197240217,0.0017553390823557477,0.010696900577688528,Bumps,Bumps
0,1,0,973,0.4120833894707431,0.022383879824094843,0.035882335164728565,0.4082456169166163,0.043637344384886735,0.025291785680800278,0.052475648558130264,Bumps,Bumps
0,1,0,1127,0.24554833917090121,0.015195094591835363,0.02443574480182736,0.6567924433496192,0.021657442924131645,0.009671265476380062,0.026699669685305717,Other_Faults,Bumps
0,1,0,1227,0.7324018290456656,0.013162899227794426,0.0021342291299695413,0.22911749561801517,0.00883976053484562,0.0007584884718388554,0.013585297971870343,Bumps,Bumps
0,1,0,1267,0.40953285805280776,0.014850829199597912,0.01153848436702782,0.3826556352866011,0.024773341618201276,0.002400254568438862,0.15424859690732567,Bumps,Bumps
0,1,0,879,0.390882400565698,0.01912282775416706,0.0572115499209744,0.4491554574121996,0.06471576638887579,0.017291110473606805,0.0016208874844785115,Other_Faults,Bumps
0,1,0,930,0.5201202598442385,0.006986472764025066,0.005668602933734497,0.2669079801596025,0.020859410537705056,3.571428571428571e-05,0.17942155947498048,Bumps,Bumps
0,1,0,1063,0.5134298230842675,0.0023639928322708044,0.0009965619690840278,0.39063904341536637,0.08041446110514575,0.0009438072806916097,0.011212310313174085,Bumps,Bumps
0,1,0,963,0.4706528416791419,0.010939907383825994,0.005739043759944682,0.4154686841774111,0.06005872270393539,0.005954259900832395,0.031186540394908462,Bumps,Bumps
0,1,0,951,0.4170311599428384,0.003925066321026327,0.0056487505843051825,0.43846932124753896,0.11816920304414467,0.003795754952263573,0.012960743907883284,Other_Faults,Bumps
0,1,0,924,0.5292467849345757,0.005150979814910986,0.0037430944308442255,0.36195118968052553,0.08837199611382306,0.0002403018278018278,0.011295653197519089,Bumps,Bumps
0,1,0,945,0.63036622668688,0.019848685149148153,0.0002678517926695296,0.2992704464698359,0.04044349959898695,0.0009741680688212624,0.008829122233658266,Bumps,Bumps
0,1,0,1115,0.21734455652919135,0.00893262685122395,0.08817053395613836,0.6000580789219268,0.020053065891560945,0.007684523592714466,0.05775661425724478,Other_Faults,Bumps
0,1,0,910,0.6215252138346556,0.004714933557568822,0.00039254559223599473,0.2831655967085386,0.08055190510061595,0.0008644112865435059,0.008785393919841554,Bumps,Bumps
0,1,0,892,0.29187752730126026,0.009890525544674627,0.0015353432810861858,0.3165016296771407,0.34833108809181557,0.0003342960821684226,0.03152959002185503,Pastry,Bumps
0,1,0,938,0.4329093221911444,0.012346439398704778,0.001344274253070442,0.3379925410745186,0.18780722602080818,0.00052003169525989,0.02708016536649394,Bumps,Bumps
0,1,0,972,0.36218272980628113,0.025600433449603822,0.05422088062843792,0.42534860414692843,0.04902214548641715,0.02946905838612485,0.054156148096206606,Other_Faults,Bumps
0,1,0,1145,0.6553674006861938,0.0022680698722243207,0.023869799713265038,0.29161843237267754,0.022851095060076865,0.00015592203898050975,0.0038692802565818856,Bumps,Bumps
0,1,0,1140,0.6254970240689717,0.0033257483217510654,0.009151809776069175,0.29311514071065276,0.018780340130169656,0.00010742705570291777,0.05002250993668243,Bumps,Bumps
0,1,0,893,0.5619844086897708,0.005325277974387251,0.0006914956947432888,0.2994432582822102,0.0935527674614994,0.03180121994780673,0.00720157194958262,Bumps,Bumps
0,1,0,1507,0.06421418337827628,0.03512798551974433,0.041195519452254706,0.7166207858027402,0.10897807478724919,0.0013753106431314036,0.03248814041660416,Other_Faults,Other_Faults
0,1,0,1424,0.6109674374681401,0.00329371536925937,0.007653429664549418,0.30712005059893543,0.012129212970744832,0.0013852523422269733,0.05745090158614373,Bumps,Other_Faults
0,1,0,1785,0.12211581702769776,0.022130817279877958,0.042356849357445006,0.7663830878306468,0.011716867146316296,0.008631538543199618,0.0266650228148163,Other_Faults,Other_Faults
0,1,0,1389,0.21036935214752145,0.03790881491904189,0.06398617224949926,0.6008400377913403,0.0469893163726305,0.017003328407824696,0.02290297811214187,Other_Faults,Other_Faults
0,1,0,1316,0.15089379714431952,0.010660920828465816,0.13051740928144268,0.6585152691228661,0.022345130969304967,0.007521897021767221,0.019545575631833657,Other_Faults,Other_Faults
0,1,0,1727,0.17714077308746845,0.005946726894036787,0.09319048694841488,0.6538573027314112,0.046768287162334624,0.0029526384394254796,0.02014378473690856,Other_Faults,Other_Faults
0,1,0,1412,0.422731642369161,0.0043452137370833645,0.0008118839688462718,0.4950704734890598,0.06891360709598847,0.001211801004916076,0.006915378334945031,Other_Faults,Other_Faults
0,1,0,1396,0.10881540455703918,0.020415022497647317,0.08457650996134387,0.5281471550554219,0.24619375912008234,0.002204703930950482,0.009647444877514982,Other_Faults,Other_Faults
0,1,0,1630,0.2964018379998958,0.008285862009560097,0.00202208427845595,0.4308621618411218,0.2499832936818366,0.00034018847849217205,0.012104571710638013,Other_Faults,Other_Faults
0,1,0,1789,0.2612024911491353,0.02026260639582174,0.000557640508239851,0.3682662684254702,0.18282650138156803,0.006082232489256404,0.1608022596505089,Other_Faults,Other_Faults
0,1,0,1444,0.5543084391728549,0.0032147652920596756,0.02159066696586742,0.37384311964819206,0.017000236625796507,0.0006422549563618142,0.029400517338867355,Bumps,Other_Faults
0,1,0,1506,0.11505880869879213,0.01396872083236763,0.020536194783804283,0.7364453154609977,0.08270059740941248,0.0032810416505780872,0.028009321164048445,Other_Faults,Other_Faults
0,1,0,1796,0.18152497894407257,0.02193917737129186,0.058477369190797025,0.45853403979735596,0.016386128386145973,0.23654509106046512,0.026593215249871745,Other_Faults,Other_Faults
0,1,0,1838,0.10409536225047461,0.010223022144318944,0.1213033240443347,0.6752155462605438,0.022013726529978617,0.009166431765586059,0.05798258700476385,Other_Faults,Other_Faults
0,1,0,1854,0.1805468266624961,0.057823733738337595,0.012458798501068319,0.6983903125998946,0.022374577510338785,0.013302154419890154,0.01510359656797465,Other_Faults,Other_Faults
0,1,0,1649,0.3412416195443363,0.037045429725909254,0.0064964007536647975,0.4625696577986441,0.09079068275751434,0.02629872797375066,0.0355574814461807,Other_Faults,Other_Faults
0,1,0,1814,0.3015614743907765,0.03760065794479688,0.004159062213912442,0.45408704228102487,0.16998826834153874,0.001470167976497629,0.03113332685145316,Other_Faults,Other_Faults
0,1,0,1408,0.5085559243271606,0.005496583568821953,0.0007134741424403994,0.40626260004965215,0.06185815775892601,0.0019599968597308936,0.015153263293268316,Bumps,Other_Faults
0,1,0,1700,0.027676174617487233,0.05604204696643146,0.02031937922447137,0.7210266997340902,0.15453689750202743,0.00017516990212337007,0.020223632053368523,Other_Faults,Other_Faults
0,1,0,1862,0.18887916661386248,0.03862373056419133,0.0026117542897982956,0.6039507260181549,0.06748402943711675,0.00496826130944068,0.09348233176743566,Other_Faults,Other_Faults
0,1,0,1334,0.11704845698935516,0.007098957769311939,0.06212676153174189,0.7127194833731958,0.08261862894930555,0.0040176536365863665,0.014370057750503732,Other_Faults,Other_Faults
0,1,0,1390,0.06415848285010853,0.0027784465692435333,0.4838225002349102,0.40792362412395167,0.02206764565510151,0.00040423806843788347,0.01884506249824715,K_Scratch,Other_Faults
0,1,0,1645,0.08786890858302787,0.0754454416879318,0.03174475867257742,0.4339492009764192,0.3604167479453976,0.0017686441514042895,0.008806297983241961,Other_Faults,Other_Faults
0,1,0,1774,0.14038272319363174,0.008332870436874279,0.07010033106024859,0.7017358715701326,0.008515438843073974,0.025539633532948167,0.045393131363091525,Other_Faults,Other_Faults
0,1,0,1666,0.3173897947378561,0.02215436549221811,0.034520459553036564,0.4845208594358078,0.022913941147100846,0.004430133708338235,0.11407044592564257,Other_Faults,Other_Faults
0,1,0,1556,0.11768312008320496,0.025681060964510713,0.20145754444180033,0.5092864483344647,0.07029337784261937,0.06396816840217606,0.011630279931223762,Other_Faults,Other_Faults
0,1,0,1268,0.38412117709749294,0.004646267485779149,0.0919061852580535,0.4695137130757351,0.04281831216521616,0.004838299618439978,0.0021560452992831635,Other_Faults,Other_Faults
0,1,0,1729,0.09242955280020575,0.0037370207643565197,0.09683055281571025,0.7548189536155222,0.0224202688174947,0.004083114980803495,0.02568053620590702,Other_Faults,Other_Faults
0,1,0,1913,0.09409446556955457,0.007337899335847241,0.12023281100489906,0.7255560629737988,0.008605790131459788,0.016011385794075014,0.0281615851903654,Other_Faults,Other_Faults
0,1,0,1671,0.42901366728419765,0.014545678636557403,0.0013357461807014489,0.397307011180577,0.01711508946369712,0.003130319195344387,0.13755248805892537,Bumps,Other_Faults
0,1,0,1628,0.5879812956243786,0.011506198061227787,0.00017597650724585708,0.30710578367082103,0.08863438866803741,0.00030963214736034203,0.004286725320929742,Bumps,Other_Faults
0,1,0,1605,0.5866071412076068,0.004174954807762912,0.012430491748144399,0.34576420852570716,0.024067517507927454,0.0004765058321436546,0.026479180370707053,Bumps,Other_Faults
0,1,0,1923,0.16507545352047054,0.01249510959663028,0.09715219496758623,0.6595796367671892,0.02260966507932532,0.0039661846289068105,0.039121755439892415,Other_Faults,Other_Faults
0,1,0,1311,0.08289112180869695,0.04796367228062095,0.007342234410359705,0.35220369144047403,0.49816163066100594,0.00023529411764705883,0.011202355281195566,Pastry,Other_Faults
0,1,0,1675,0.3736837093853448,0.007363016458441577,0.0003501760672492379,0.5325096822144485,0.04750857353143236,0.0025788850482636196,0.03600595729481986,Other_Faults,Other_Faults
0,1,0,1293,0.04153925245312922,0.00891775603348547,0.006958822093715206,0.6048197385203778,0.3298579941263096,6.666666666666667e-05,0.007839770106316453,Other_Faults,Other_Faults
0,1,0,1799,0.28127983232026854,0.0033182234933721,0.0013973101588601673,0.4755383132008631,0.04260771704215286,0.005395172545329397,0.19046343123915355,Other_Faults,Other_Faults
0,1,0,1479,0.04054357012765059,0.02224294115463906,0.019356058808101703,0.6898351547798554,0.2051967156605277,7.692307692307693e-05,0.022748636392302606,Other_Faults,Other_Faults
0,1,0,1704,0.028285109658374826,0.04445593115677848,0.0375574987707531,0.7333793559538169,0.11505443659082114,0.00011616161616161616,0.041151506253294126,Other_Faults,Other_Faults
0,1,0,1653,0.267406862569117,0.0159909453866026,0.03835702632976186,0.4937156767350756,0.14647939146909875,0.005573408950306278,0.03247668856003814,Other_Faults,Other_Faults
0,1,0,1559,0.370283700479281,0.022874323268694,0.005742268422509604,0.48713317364544584,0.07179348375008654,0.0021063944538007675,0.04006665598018221,Other_Faults,Other_Faults
0,1,0,1606,0.4700611117083102,0.021361715936202248,0.000870984609927094,0.2625882239433031,0.22934856638474216,7.54985754985755e-05,0.015693898842017186,Bumps,Other_Faults
0,1,0,1367,0.21431440696605508,0.05017046671027698,0.0040238330738785,0.6710053226140615,0.040352509837164666,0.00931561769440574,0.01081784310415689,Other_Faults,Other_Faults
0,1,0,1388,0.17892379465784583,0.054058916078804954,0.054838668149139715,0.6298268389758162,0.020306069801979104,0.039279673801222964,0.02276603853519152,Other_Faults,Other_Faults
0,1,0,1935,0.07301568848077951,0.0017942327964222801,0.13048566028645456,0.7366288386784827,0.0041172588157582495,0.006461221242726163,0.047497099699376585,Other_Faults,Other_Faults
0,1,0,1537,0.227815718750591,0.06492447703902052,0.0034181623514620055,0.6458329402224491,0.029375756793718753,0.008617881355043837,0.020015063487714643,Other_Faults,Other_Faults
0,1,0,1794,0.3813095881236974,0.024366272938492535,0.000795961781636647,0.4113366812455042,0.1507925282940879,0.001937966072019976,0.02946100154456153,Other_Faults,Other_Faults
0,1,0,1295,0.17287696786607656,0.004901348212034441,0.057051659881709633,0.5970854517673789,0.15230849429961074,0.0024307251535677405,0.01334535281962276,Other_Faults,Other_Faults
0,1,0,1387,0.1286447324892256,0.023063667693909003,0.1322780539255603,0.6753347330919229,0.01070736187217635,0.01047483240556135,0.019496618521645012,Other_Faults,Other_Faults
0,1,0,1485,0.03315514198299153,0.016194808964772964,0.008959743209180922,0.6843058494063796,0.24450766133054677,0.00011142857142857143,0.012765366534700123,Other_Faults,Other_Faults
0,1,0,1874,0.2446987621471081,0.061993061438367865,0.0063264788196616345,0.5673147703599546,0.03752626924111966,0.003754027082257758,0.07838663091152959,Other_Faults,Other_Faults
0,1,0,1523,0.07916395316925581,0.053602766958680985,0.018893790037639597,0.5703714714366894,0.18212690426393105,0.0014848292445672254,0.09435628488923667,Other_Faults,Other_Faults
0,1,0,1812,0.1377247119249533,0.051625293986366484,0.08655820025362293,0.6583702107026217,0.008334080610523414,0.017717258204918897,0.03967024431699358,Other_Faults,Other_Faults
0,1,0,1888,0.21824055078170645,0.010272930936347346,0.006446357016863368,0.4871831062000736,0.24305239726668076,0.0008557270278607414,0.03394893077046795,Other_Faults,Other_Faults
0,1,0,1608,0.5528009255832176,0.0007789011289920789,0.0013125633175611064,0.35122161811239705,0.0830582990736789,0.001305359136583157,0.009522333647570125,Bumps,Other_Faults
0,1,0,1423,0.4386710743160029,0.024265502056643403,0.00336047478470054,0.42085054926077475,0.009961411238388907,0.00341099348084376,0.0994799948626462,Bumps,Other_Faults
0,1,0,1755,0.09098434948502955,0.004939262309481807,0.010077684510477287,0.2086395081621202,0.0503275950373708,0.002271759906759907,0.6327598405887608,Z_Scratch,Other_Faults
0,1,0,1418,0.3206276311722145,0.006828449283966822,0.011728765701066462,0.23876102938951632,0.06672467662882219,0.012711392310524093,0.3426180555138897,Z_Scratch,Other_Faults
0,1,0,1308,0.30498346585464114,0.037841949575829086,0.0021465188798109438,0.3584354074830837,0.23563844853781984,0.0,0.060954209668815956,Other_Faults,Other_Faults
0,1,0,1561,0.13308828857721583,0.012372032762956819,0.05678609808275702,0.6162242332558748,0.03941088183157117,0.10326473775537592,0.03885372773424861,Other_Faults,Other_Faults
0,1,0,1517,0.14589147877054004,0.013235835895950147,0.0022830932700758674,0.4567262644989705,0.2931288216752737,0.0,0.08873450588919024,Other_Faults,Other_Faults
0,1,0,1797,0.26200973786086473,0.0036764797414499317,0.000630290991296535,0.5244141678964042,0.03976715114520485,0.006882315457797135,0.16261985690698302,Other_Faults,Other_Faults
0,1,0,1282,0.49626850704401443,0.003503964447513996,0.00931017394483413,0.40069025255574653,0.08184971687024847,0.00021154177433247202,0.008165843363310528,Bumps,Other_Faults
0,1,0,1674,0.1222361079884786,0.15132000606250426,0.01590051009565846,0.3116820635236475,0.33798606689683697,0.0010864515391680078,0.05978879389370692,Pastry,Other_Faults
0,1,0,1680,0.11828579626226204,0.023061091149099214,0.03128548994683671,0.3053479876879421,0.04889554042779836,0.00036924651924651926,0.4727548480068156,Z_Scratch,Other_Faults
0,1,0,1903,0.1528621275927484,0.0661293644519151,0.0023376232344178628,0.7329722907046026,0.01788808057101445,0.012994127496381751,0.0148163859489194,Other_Faults,Other_Faults
0,1,0,1409,0.5601789085541279,0.0037433849998481433,0.00037038058466629895,0.3507918058178463,0.0786069224553305,0.0008991855493663057,0.005409412038814622,Bumps,Other_Faults
0,1,0,829,0.15883783710897206,0.26201823642576944,0.019484213648476377,0.4105078919781628,0.1127546598923158,0.005129493957120135,0.03126766698918347,Other_Faults,Dirtiness
0,1,0,814,0.11792984702345427,0.1409679226256174,0.003042142043165316,0.49264874770433764,0.19422860855287538,0.0011031807035264967,0.05007955134702393,Other_Faults,Dirtiness
0,1,0,856,0.05643173732235263,0.5850736238171343,0.005049279087145719,0.18246229225320582,0.14836630632612458,0.0019206737732633979,0.020696087420773463,Dirtiness,Dirtiness
0,1,0,862,0.13805236747753116,0.4533444870323044,0.003767560539076393,0.2380222353186749,0.1518169104596225,0.002742654985886517,0.012253784186904867,Dirtiness,Dirtiness
0,1,0,861,0.13724256741183466,0.44054463189272536,0.004329265551118087,0.25556543036994467,0.14287902020737528,0.002917982120461772,0.016521102446540932,Dirtiness,Dirtiness
0,1,0,721,0.024564916268420906,0.00013636363636363634,0.8333009504360783,0.12739931436819685,0.00475328767169988,0.0,0.009845167619239946,K_Scratch,K_Scratch
0,1,0,607,0.00012121212121212121,0.0,0.9857442720850556,0.01348869928639103,0.0,0.0,0.0006458165073408976,K_Scratch,K_Scratch
0,1,0,572,0.07246445320037821,0.01133321520455682,0.2777650115638366,0.5387348360517882,0.01229425304318055,0.004109055193025277,0.08329917574323396,Other_Faults,K_Scratch
0,1,0,530,0.007792015048998163,0.0,0.9138635056520649,0.07048636662668488,0.002092676764464354,0.0,0.005765435907787189,K_Scratch,K_Scratch
0,1,0,562,0.003130475994962655,0.0,0.9714097311198916,0.021664289787211178,0.00171120674801729,0.0,0.002084296349917057,K_Scratch,K_Scratch
0,1,0,655,0.00016510137149672034,0.0,0.9921993213215499,0.0070971005059766315,0.0,0.0,0.0005384768009768009,K_Scratch,K_Scratch
0,1,0,692,0.0013824693555848737,0.0,0.9685488148110684,0.02924774480373847,0.0001111111111111111,0.0,0.0007098599184969344,K_Scratch,K_Scratch
0,1,0,490,0.0,0.0,0.9993879166298827,0.0005431178528759173,0.0,0.0,6.896551724137931e-05,K_Scratch,K_Scratch
0,1,0,403,0.025595706601642943,0.0,0.7805347047998087,0.17247721818257078,0.011428980508367137,0.0,0.009963389907610427,K_Scratch,K_Scratch
0,1,0,705,0.0056050536742053535,0.0,0.9311520790754391,0.057223966874441416,0.0012827960019520122,0.0,0.0047361043739617935,K_Scratch,K_Scratch
0,1,0,446,0.0017694618922112029,0.0,0.9948476596187715,0.0029520355978077113,0.0,0.0,0.0004308428912094821,K_Scratch,K_Scratch
0,1,0,555,0.01135196895595538,0.00010810810810810812,0.8796871189220574,0.094246648265036,0.0068030542814461695,0.0,0.007803101467396712,K_Scratch,K_Scratch
0,1,0,610,0.0006802520669489816,0.0,0.9955600418960006,0.0035638727037169008,0.0,0.0,0.00019583333333333334,K_Scratch,K_Scratch
0,1,0,658,0.00012121212121212121,0.0,0.9903125554423091,0.008787082595804227,0.0,0.0,0.000779149840674231,K_Scratch,K_Scratch
0,1,0,601,0.0005300287356321838,0.0,0.9890319703911773,0.009549520548185352,0.0,0.0,0.0008884803250047153,K_Scratch,K_Scratch
0,1,0,406,0.002270502380890735,6.451612903225807e-05,0.9526928231143739,0.03204820577050463,0.005767349054511475,0.0,0.0071566035506873535,K_Scratch,K_Scratch
0,1,0,719,0.02023539516856998,0.00013636363636363634,0.8682838926835018,0.10379960551691236,0.0015667450630403148,0.0,0.005977997931611888,K_Scratch,K_Scratch
0,1,0,731,0.03424789088175367,0.0009536511156186614,0.7440312176962595,0.19246214442323645,0.017046315297935953,5.128205128205128e-05,0.011207498533913483,K_Scratch,K_Scratch
0,1,0,569,0.0011317283590191471,0.0,0.9797927846901608,0.01829830177703686,0.0,0.0,0.0007771851737828705,K_Scratch,K_Scratch
0,1,0,523,0.059645941721369264,0.006146931588508095,0.5591291379378691,0.3095650243678254,0.016847264275242017,0.0004883396173718754,0.048177360491814425,K_Scratch,K_Scratch
0,1,0,506,0.003762020325240591,0.0,0.9755071630920854,0.01778313235089485,0.0010516852170760261,0.0,0.0018959990147031371,K_Scratch,K_Scratch
0,1,0,639,0.00022792609071808185,0.0,0.9871995013971404,0.01150570344624762,0.0,0.0,0.001066869065893456,K_Scratch,K_Scratch
0,1,0,663,0.0008696344396344395,0.0,0.9822491248789261,0.016881240681439636,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,462,0.0025301174276262744,6.451612903225807e-05,0.9540443775758685,0.03063269679452091,0.005677008896091731,0.0,0.007051283176860637,K_Scratch,K_Scratch
0,1,0,702,0.0030299301805745316,0.0,0.9633829430706483,0.032759211274724455,5.555555555555555e-05,0.0,0.0007723599184969342,K_Scratch,K_Scratch
0,1,0,625,0.00029229390681003586,0.0,0.986755128643265,0.012334004532327292,0.0,0.0,0.0006185729175973078,K_Scratch,K_Scratch
0,1,0,722,0.022856639716400572,0.000303030303030303,0.8425045045297844,0.12438125123838722,0.0031345729798488366,0.0,0.006820001232548161,K_Scratch,K_Scratch
0,1,0,634,0.0036278356156866603,0.0,0.9610513797586637,0.03269878278186019,0.00029490683229813666,0.0,0.0023270950114907445,K_Scratch,K_Scratch
0,1,0,408,0.024402138971169603,0.0,0.7830231328528576,0.1686275070232817,0.012693485129041967,0.0,0.011253736023649142,K_Scratch,K_Scratch
0,1,0,443,0.0037373259665338665,0.0,0.9787531561604366,0.015004502105261457,0.0010516852170760261,0.0,0.001453330550692473,K_Scratch,K_Scratch
0,1,0,683,0.0018682928407070963,0.0,0.9638301586309121,0.03389738186171414,0.00016666666666666666,0.0,0.0002375,K_Scratch,K_Scratch
0,1,0,493,0.0029569453239154508,0.0,0.9915559926406661,0.005228458199506586,0.0,0.0,0.000258603835911956,K_Scratch,K_Scratch
0,1,0,501,0.005666733360878716,0.0,0.9251399611686495,0.061205676481203515,0.002092676764464354,0.0,0.005894952224803507,K_Scratch,K_Scratch
0,1,0,671,0.0032964789728533533,0.0,0.9464243646060573,0.04968015603429882,0.00018803418803418803,0.0,0.00041096619875689643,K_Scratch,K_Scratch
0,1,0,450,0.0017589441841128499,0.0,0.992950741808386,0.00490555184312874,0.0,0.0,0.00038476216437235934,K_Scratch,K_Scratch
0,1,0,495,0.002237863060232864,0.0,0.9819744163725582,0.012337552408118445,0.0011287406426993048,0.0,0.002321427516391372,K_Scratch,K_Scratch
0,1,0,519,0.003116383554316719,0.0,0.9554883530598907,0.03920464443967838,0.00020040133779264212,0.0,0.0019902176083213988,K_Scratch,K_Scratch
0,1,0,496,0.003623973046680608,0.0,0.986017580052511,0.007567685745952464,0.0010516852170760261,0.0,0.0017390759377800605,K_Scratch,K_Scratch
0,1,0,520,0.0019206775547060224,0.0,0.9770598068028122,0.019730192585375537,5.555555555555555e-05,0.0,0.0012337675015508301,K_Scratch,K_Scratch
0,1,0,109,0.3784516331700137,0.06843203481441612,0.0163551431710007,0.4141024724798264,0.1019423257895307,0.010911628929999003,0.009804761645213557,Other_Faults,Pastry
0,1,0,45,0.26660322778519147,0.036144368575410285,0.0035995580304428254,0.3186751839116322,0.33860327525498807,0.00014731509625126645,0.03622707134608469,Pastry,Pastry
0,1,0,44,0.2783352643124717,0.012968430058387829,0.0015419734096731794,0.32673832141619974,0.3010725725565904,0.00023113683007300028,0.07911230141660472,Other_Faults,Pastry
0,1,0,15,0.03788146234815665,0.07068482029689672,0.016948468724636304,0.4303170647631916,0.41614284437871746,0.00012388591800356508,0.027901453570398266,Other_Faults,Pastry
0,1,0,139,0.1040614753397808,0.05864619517446081,0.011025525720869187,0.43445353517082586,0.36526906813179716,0.0018496552078564707,0.024694545254410276,Other_Faults,Pastry
0,1,0,23,0.04023171200039624,0.011279399560720786,0.017828748138558958,0.5314044320816333,0.3895527962182907,0.00022517930045238882,0.00947773269994765,Other_Faults,Pastry
0,1,0,144,0.586892757796059,0.010258521644755348,0.025176679766123557,0.3297355431980884,0.02523317369263211,0.01962417984497179,0.00307914405736982,Bumps,Pastry
0,1,0,41,0.15902107278091296,0.17420127242578162,0.006668801675679349,0.30596095331536954,0.31652764386483434,0.0007673796325056828,0.036852876304917154,Pastry,Pastry
0,1,0,87,0.2080047766934897,0.06989876653690258,0.016571292790919546,0.2786765377144467,0.4105353375005877,0.0007425550315794218,0.015570733732074557,Pastry,Pastry
0,1,0,83,0.041074700136403554,0.036809258595543036,0.169910959534441,0.46414007633151316,0.18986781749197332,0.00237568820631701,0.09582149970380935,Other_Faults,Pastry
0,1,0,11,0.0320256703281027,0.06861590745146648,0.011593782787284563,0.6259509210271689,0.23887096969082827,0.00039478560805486545,0.022547963107094865,Other_Faults,Pastry
0,1,0,122,0.053034866773946705,0.014880900431655446,0.003473573973023046,0.32465516123129745,0.5911280166423283,0.0,0.012827480947748238,Pastry,Pastry
0,1,0,77,0.19060624989553518,0.00912603005482724,0.001014942983760693,0.22910933971507066,0.16101035686210205,0.00014224598930481284,0.4089908344993995,Z_Scratch,Pastry
0,1,0,35,0.14101622097433097,0.10328859606912368,0.024484925620203362,0.2618948064578,0.46439483135942916,0.0027011620555783206,0.0022194574635349463,Pastry,Pastry
0,1,0,13,0.04142902434303016,0.05080701793959121,0.007882929421438103,0.3973789522629409,0.49093774274425833,0.00027755991285403046,0.01128677337588787,Pastry,Pastry
0,1,0,112,0.04138849572227908,0.022211628874878663,0.007397947412537473,0.41401986869512136,0.5030340784769329,3.7037037037037037e-05,0.011910943781213443,Pastry,Pastry
0,1,0,321,0.037884980009234875,0.006059203265144736,0.00015538290788013318,0.15733605004295884,0.03431551615443669,0.0001282051282051282,0.7641206624921401,Z_Scratch,Z_Scratch
0,1,0,303,0.03956161696841517,0.0004113095238095238,0.00010666666666666667,0.07747695470177057,0.03465665896116301,7.843137254901961e-05,0.8477083618056259,Z_Scratch,Z_Scratch
0,1,0,217,0.0318143379938613,0.004045417171820505,0.10277077807824773,0.27855571320822214,0.059389729923464606,0.0,0.5234240236243833,Z_Scratch,Z_Scratch
0,1,0,337,0.08012515160744288,0.010960430859470835,0.22134302049382085,0.5772706365105362,0.007466305007977652,0.004769018880845555,0.0980654366399064,Other_Faults,Z_Scratch
0,1,0,228,0.07934572185855078,0.0002416737757007035,0.0009337042589816203,0.10656250986778762,0.010358843834242501,0.0,0.8025575464047372,Z_Scratch,Z_Scratch
0,1,0,249,0.29592608617541455,0.005107223675045668,0.001264567381058182,0.24028212833943152,0.03180598886904034,0.001119588007005624,0.4244944175530045,Z_Scratch,Z_Scratch
0,1,0,184,0.042515269385885616,0.0014643275400525744,0.6505064225261761,0.17590985762792077,0.016063016292149745,0.0,0.11354110662781558,K_Scratch,Z_Scratch
0,1,0,274,0.09318769509267856,0.0023041924221167366,0.004132495858025809,0.21065901037728138,0.023505994392836446,0.0016750273770910298,0.6645355844799699,Z_Scratch,Z_Scratch
0,1,0,207,0.07014093644823717,0.007838284597129003,0.003973447268867915,0.138166055077763,0.037252385504204684,8.61111111111111e-05,0.7425427799926874,Z_Scratch,Z_Scratch
0,1,0,285,0.10149180059397693,0.0030541204306258323,0.007856983804477106,0.20192593682792537,0.04583937759283853,0.0024131240676692803,0.6374186566824872,Z_Scratch,Z_Scratch
0,1,0,293,0.12111489800008883,0.0007512304523639275,0.0004046522808938561,0.19264539413759182,0.024895081821708184,0.00016521249648184633,0.6600235308108724,Z_Scratch,Z_Scratch
0,1,0,255,0.1666536376516721,0.0020647902959395194,0.000716282452841237,0.22185848960452517,0.017379946373185046,0.002159254131118919,0.589167599490718,Z_Scratch,Z_Scratch
0,1,0,251,0.15598135751424366,0.002059340391602152,0.00028053143248983137,0.264374281864653,0.015318736980399063,0.005164330496938132,0.5568214213196738,Z_Scratch,Z_Scratch
0,1,0,331,0.07418910224929899,0.002790025441055331,0.261926061282762,0.5412786150368845,0.007247386972668683,0.005403171995001642,0.10716563702232873,Other_Faults,Z_Scratch
0,1,0,329,0.2727427262387664,0.010191900106437474,0.0004634541781600605,0.3747341237040541,0.1434172180092116,0.005846159264887521,0.19260441849848342,Other_Faults,Z_Scratch
0,1,0,245,0.05001376146585732,0.0027360799426907573,0.001773386166393927,0.17832546995234883,0.010791030052103839,0.0003280103881799938,0.7560322620324251,Z_Scratch,Z_Scratch
0,1,0,254,0.05473380791703981,0.00038302104715490925,0.0010432359830185919,0.1635353161432457,0.0070025476654901825,0.0004617002953631543,0.7728403709486874,Z_Scratch,Z_Scratch
0,1,0,177,0.10276551514799012,0.0010845538589048923,0.0015127481868762711,0.16577260019098486,0.033404013423619955,0.0005898776352646322,0.6948706915563597,Z_Scratch,Z_Scratch
0,1,0,275,0.07774398391286078,0.0012006878061262079,0.009237131349014221,0.11405194495016906,0.028311513176827428,0.0002034313725490196,0.7692513074324531,Z_Scratch,Z_Scratch
0,1,0,761,0.02593627395555549,0.0009913586493990611,0.031331576428302886,0.06546909716585311,0.0027230276443519245,0.8719943504097694,0.0015543157467689543,Stains,Stains
0,1,0,804,0.03264322272049957,0.0038836214821914624,0.0398235520017351,0.15774915781643736,0.007947434218664663,0.7531414395080307,0.004811572252442069,Stains,Stains
0,1,0,782,0.0057422854239585,3.846153846153846e-05,0.03314986657075807,0.060893920295699705,0.0027125530912681024,0.8969336336342211,0.0005292794456339597,Stains,Stains
0,1,0,791,0.009224556752459244,0.0,0.03669812631365673,0.05766832160042558,0.002271638146539998,0.8924719986924146,0.001665358494504999,Stains,Stains
0,1,0,758,0.009235727116885386,3.846153846153846e-05,0.0396697093663368,0.06240366735042904,0.0024599089095879326,0.8850671302779821,0.0011253954403178076,Stains,Stains
0,1,0,790,0.0053759298458632265,7.482517482517482e-05,0.03259903048794609,0.03929584601668863,0.0021546466073981306,0.9202761366140231,0.00022358525325646416,Stains,Stains
0,1,0,742,0.14566394182225928,0.015937908274160327,0.07538052055927114,0.5313594621333685,0.01663615347825016,0.17612954401482783,0.03889246971786306,Other_Faults,Stains
0,2,0,902,0.5005270442578413,0.011785885808362625,0.0033125814141084556,0.36038021264421444,0.0361514641102561,0.002107489422039868,0.08573532234317716,Bumps,Bumps
0,2,0,1015,0.32533743005180626,0.02049875004385289,0.000369828722002635,0.47475174994881536,0.1577467877386503,0.002216585537374991,0.01907886795749778,Other_Faults,Bumps
0,2,0,1037,0.3190027455306888,0.02634184789741324,0.0029497643305227746,0.5558184700722795,0.07026213526277192,0.0037949348879141574,0.021830102018409472,Other_Faults,Bumps
0,2,0,878,0.20510250717308956,0.09378095989408142,0.013386336584623489,0.4182840560733849,0.24047796028187435,0.004099829270979945,0.024868350721966602,Other_Faults,Bumps
0,2,0,921,0.7004156361330237,0.0027389167873582447,0.014629458788519631,0.24860030987768572,0.01797440024988227,0.0005466599408472808,0.015094618222683154,Bumps,Bumps
0,2,0,1199,0.30196150910641295,0.028414239171068233,0.007664372876172737,0.5909296328671532,0.02202310649903694,0.006003194622659382,0.04300394485749712,Other_Faults,Bumps
0,2,0,1034,0.29024204311988,0.008611424662451244,0.0041152497946494015,0.4350294560107727,0.11909815019747168,0.05967423823598686,0.08322943797878908,Other_Faults,Bumps
0,2,0,1105,0.20745924784029773,0.05319000272918373,0.01926903513370818,0.5376590248740436,0.11315554360715073,0.013472661675867503,0.055794484139747885,Other_Faults,Bumps
0,2,0,1000,0.2968198069119245,0.0331913597081209,0.015721695518867384,0.4748019046233037,0.06586318900279362,0.0008514078408539789,0.11275063639413642,Other_Faults,Bumps
0,2,0,987,0.2142665724596513,0.015642711038731365,0.0031958430973926576,0.353024718066751,0.3752340539763895,0.00019207926413808765,0.038444022096946015,Pastry,Bumps
0,2,0,890,0.7126212117912436,0.0033638281096099983,0.0037088493408257398,0.19830357541892885,0.022543480207237527,0.0006141583690980683,0.058844896763056015,Bumps,Bumps
0,2,0,1069,0.4438367603354938,0.0017658557231303442,0.0016526620215444364,0.4045349456744076,0.024100449154692515,0.00922926151990855,0.11488006557082343,Bumps,Bumps
0,2,0,990,0.22293066924608676,0.046299145236417795,0.001996154137089898,0.3486343295294512,0.3356309200954216,0.0003944184454246374,0.044114363310107686,Other_Faults,Bumps
0,2,0,1226,0.7064328535440967,0.018226745440538913,0.0011413601565886512,0.2489727870321502,0.005916370949969701,0.0003407088407088407,0.01896917403594704,Bumps,Bumps
0,2,0,1060,0.5315385253565861,0.004033540130285454,6.0606060606060605e-05,0.4192003234479145,0.03805660762181057,0.000841005820131505,0.006269391562665812,Bumps,Bumps
0,2,0,1039,0.3683961781058193,0.004834078385781853,0.002668563115644154,0.46180894850124166,0.14274097394255322,0.013554406926944191,0.005996851022015824,Other_Faults,Bumps
0,2,0,876,0.15339777989774617,0.054083913292789915,0.0026472215360090023,0.4351483506686386,0.3084966152333065,0.0025325167077591645,0.043693602663751115,Other_Faults,Bumps
0,2,0,1003,0.37613496643321437,0.008366353412530437,0.00039092411318455934,0.4963001830786108,0.10323291154634189,0.0012165351184115014,0.014358126297706763,Other_Faults,Bumps
0,2,0,1053,0.5040202872598423,0.0024033057653833918,0.0005605400680407888,0.4585703195703186,0.02479561872034173,0.0007957119024030548,0.008854216713670277,Bumps,Bumps
0,2,0,1143,0.5969649283279043,0.007348733407466048,0.003048688815147024,0.3040994360485714,0.03496318284298611,0.0003520202321625735,0.05322301032576269,Bumps,Bumps
0,2,0,898,0.6469521479957054,0.004147232246360734,0.0009566951566951567,0.2597806975451668,0.06495114835194993,0.01498656607158133,0.008225512632540618,Bumps,Bumps
0,2,0,1152,0.07248075153551366,0.0026122914139885367,0.6065577719078895,0.25330802860564205,0.014136316553913394,0.0,0.050904839983052404,K_Scratch,Bumps
0,2,0,961,0.5140824923728406,0.007657780712885817,0.0011800327369892586,0.33199213966744634,0.037571519754773644,0.002586262954684007,0.10492977180038014,Bumps,Bumps
0,2,0,1170,0.7467723081914138,0.0009092252000733426,0.007621200252554845,0.2334142302002085,0.00686631024572449,0.00013043478260869564,0.004286291127415513,Bumps,Bumps
0,2,0,1009,0.4967878519673692,0.007035685013737414,0.0021197396737621887,0.4078473378255463,0.03586678346004441,0.003998957407761524,0.04634364465177859,Bumps,Bumps
0,2,0,953,0.198022255623371,0.040125813415106515,0.012545773568545696,0.4417526752736093,0.23244437360190282,0.0005398144798391846,0.07456929403762597,Other_Faults,Bumps
0,2,0,1189,0.4216205863907364,0.02772381317891103,0.021602980654663286,0.42619769077367564,0.05140096721144828,0.03598624662183064,0.015467715168735024,Other_Faults,Bumps
0,2,0,1055,0.5803410593625506,0.013501287241803389,0.0024333642280861497,0.36224119561252144,0.019839588204156995,0.0016318055559797556,0.020011699794901864,Bumps,Bumps
0,2,0,1204,0.6299389082643243,0.003639243902698192,0.0009955669960207165,0.3403931749522683,0.01266538981209771,0.0009772834261571317,0.011390432646432686,Bumps,Bumps
0,2,0,1206,0.6815084775977783,0.0027260971043788066,0.003878904215079653,0.2837262250945548,0.0031738621659292833,0.0006795011804086214,0.024306932641869946,Bumps,Bumps
0,2,0,1207,0.6696430866422451,0.0037959729812775426,0.0022191539362842604,0.2930349145010049,0.003597376222881855,0.0014006536847614654,0.026308842031544225,Bumps,Bumps
0,2,0,964,0.601174447640681,0.0018125103377819515,0.004016980636304767,0.33976300995727554,0.02559277620297203,0.0009155018250253562,0.02672477339995978,Bumps,Bumps
0,2,0,1090,0.4999242994762314,0.00683330214510973,0.024869512418254136,0.37898454573435275,0.04197175801468289,0.0404101567263538,0.007006425485015243,Bumps,Bumps
0,2,0,996,0.18772170119946688,0.06444929862236669,0.008763440991108552,0.6163263677834504,0.03574757698420008,0.006952761140187071,0.0800388532792203,Other_Faults,Bumps
0,2,0,886,0.19093282855124585,0.013638992537034073,0.04141667296695193,0.6623235527376851,0.01985847819527658,0.04029737737987814,0.031532097631928734,Other_Faults,Bumps
0,2,0,1148,0.5062822492178535,0.01417633106337962,0.018566243540824746,0.3782941755940633,0.014835001758059848,0.00035191506298162275,0.06749408376283728,Bumps,Bumps
0,2,0,1130,0.42520605083156426,0.01627315208828442,0.019518431047790358,0.4621407033234345,0.026990372505744736,0.030555650963082694,0.019315639240099495,Other_Faults,Bumps
0,2,0,1045,0.5003563192879837,0.0037077419841502965,0.0011563789388430693,0.42302434725759236,0.023619032358010487,0.001062269130396453,0.04707391104302423,Bumps,Bumps
0,2,0,1231,0.3979099863232339,0.05602360206510903,0.0031291730991640236,0.4947754923019517,0.023853223047470277,0.004624408353035243,0.01968411481003614,Other_Faults,Bumps
0,2,0,1242,0.35926947056935815,0.028158546015505548,0.04661839154332786,0.518135260158209,0.02999473648110735,0.008766451158323404,0.009057144074168544,Other_Faults,Bumps
0,2,0,1466,0.3200689407461877,0.007050700492528291,0.0633327940986087,0.47670671429214073,0.1130289772979365,0.010901347495456643,0.008910525577141323,Other_Faults,Other_Faults
0,2,0,1470,0.3615810759621002,0.011267224339528073,0.04363782103393826,0.45204478509228296,0.11183747120404426,0.01564796841906824,0.003983653949037803,Other_Faults,Other_Faults
0,2,0,1786,0.199165905480386,0.0029482690420143173,0.03410221182753533,0.7193458588413699,0.004372116232627146,0.019856280353385245,0.02020935822268214,Other_Faults,Other_Faults
0,2,0,1590,0.06349336446124716,0.019355502433900093,0.0032432414617149193,0.4918994848755354,0.40994608654792514,0.0003226012452769943,0.01173971897440083,Other_Faults,Other_Faults
0,2,0,1756,0.11548808290310532,0.011219228561480553,0.00088281414891538,0.19954821987627122,0.1567267265256567,0.00021445998691900332,0.5159204679976516,Z_Scratch,Other_Faults
0,2,0,1438,0.5789636925754954,0.002402716489276195,0.004074398947931738,0.3715870155682294,0.034182632394847284,0.00041032251991913673,0.00837922150430073,Bumps,Other_Faults
0,2,0,1319,0.1598379770775359,0.03482863158077604,0.07961910906322223,0.507842523458592,0.20208767910467043,0.004420130945309879,0.011363948769893774,Other_Faults,Other_Faults
0,2,0,1809,0.5018964139357878,0.004256588360046652,0.008725640534572627,0.4006555086041656,0.07105452068199178,0.00033105382140683414,0.013080274062028593,Bumps,Other_Faults
0,2,0,1726,0.19089330908474156,0.014549866738499907,0.04472377963822469,0.5491919810442769,0.17942972628020654,0.003041866833525671,0.018169470380525042,Other_Faults,Other_Faults
0,2,0,1425,0.4701292038551315,0.002979974708694149,0.002420396779206189,0.421060226053028,0.05941772081314704,0.002172103096006816,0.041820374694787055,Bumps,Other_Faults
0,2,0,1781,0.1643673538136852,0.006420382148470202,0.0329137624069155,0.7528121291590081,0.009303373494622005,0.011117108643940058,0.023065890333359106,Other_Faults,Other_Faults
0,2,0,1357,0.18419330001232925,0.015194282635640046,0.034879459973126865,0.6248533529381258,0.009872398125101106,0.02043618756556374,0.11057101875011335,Other_Faults,Other_Faults
0,2,0,1356,0.101303348480714,0.00816662276066236,0.18805506238025005,0.6123052428222414,0.013184076083587869,0.006116207375179642,0.07086944009736511,Other_Faults,Other_Faults
0,2,0,1304,0.044476510266634746,0.03943751883176119,0.03077033949123027,0.5753587074557295,0.2888722679576062,0.0009034284132659053,0.02018122758377211,Other_Faults,Other_Faults
0,2,0,1624,0.1688042652131505,0.019327529411757652,0.006050222533375682,0.46653797048127504,0.11062446745867466,0.00021667974192702966,0.2284388651598396,Other_Faults,Other_Faults
0,2,0,1914,0.0992031451970166,0.003454260408821402,0.09044247222504366,0.729345042855597,0.004493553915010572,0.04020223657314202,0.0328592888253689,Other_Faults,Other_Faults
0,2,0,1353,0.2760784309927724,0.01983207621246974,0.11497980413177462,0.3826423575286555,0.029737532942824375,0.16301890842229355,0.01371088976921041,Other_Faults,Other_Faults
0,2,0,1833,0.1451659405638927,0.027110888944450413,0.17705003727550897,0.5748459064503542,0.016903935023741327,0.0361501829497043,0.02277310879234816,Other_Faults,Other_Faults
0,2,0,1599,0.2533340923707704,0.018245875940602355,0.012356319382290117,0.551521579146957,0.07884171000136264,0.009333543554288086,0.07636687960372948,Other_Faults,Other_Faults
0,2,0,1496,0.2405927926351957,0.00998890660751764,0.035622834242607884,0.5698806385415973,0.12774145284569177,0.006011064085607005,0.010162311041782585,Other_Faults,Other_Faults
0,2,0,1275,0.1874365350852432,0.0066371723668805895,0.0211801040852191,0.3280742346138435,0.05215389591236118,0.393487772170674,0.011030285765778951,Stains,Other_Faults
0,2,0,1852,0.15006857179362812,0.011258948358535373,0.10967272429173323,0.6727910835217566,0.008173425882760679,0.018925732383557662,0.029109513768029338,Other_Faults,Other_Faults
0,2,0,1638,0.4759214446689223,0.016040312112086237,0.002231531986531987,0.4345012467179026,0.049541990777073955,0.011993253563208472,0.009770220174275148,Bumps,Other_Faults
0,2,0,1778,0.14610820071401637,0.006483667226977456,0.05612495454288008,0.7410026330785707,0.015460515016451334,0.00882476644780144,0.025995262973302635,Other_Faults,Other_Faults
0,2,0,1845,0.1341180334600404,0.022461158475129646,0.10315341365114061,0.6542523200597781,0.026997967611378088,0.012294028391207369,0.04672307835132618,Other_Faults,Other_Faults
0,2,0,1497,0.0915604429131406,0.009924691663877081,0.00802018566358255,0.5451603412238831,0.33287284945881684,0.000256768038163387,0.012204721038536353,Other_Faults,Other_Faults
0,2,0,1551,0.3250571226751553,0.028379979641120708,0.1161867749060561,0.431548413894293,0.04076951136253924,0.03645283242962907,0.021605365091206936,Other_Faults,Other_Faults
0,2,0,1586,0.32595453031817906,0.018102751037124207,0.005198319664839979,0.5208916629991944,0.029222970105726335,0.0040970332826379885,0.09653273259229853,Other_Faults,Other_Faults
0,2,0,1895,0.2839172438392458,0.05482541849480995,0.0037139729436703453,0.6068215744127974,0.02027151494438146,0.0056444985890765605,0.024805776776018997,Other_Faults,Other_Faults
0,2,0,1773,0.13159601133344115,0.004525901151345931,0.05592637240820056,0.7420246356832131,0.007024332892805499,0.018001069661352058,0.04090167686964161,Other_Faults,Other_Faults
0,2,0,1346,0.3460923910619203,0.003745368655464319,0.06769275259608017,0.44112157653236894,0.13038580014881967,0.002790920245622268,0.008171190759724107,Other_Faults,Other_Faults
0,2,0,1733,0.10925002653642457,0.003668694362317293,0.1229487902636648,0.7078397234581242,0.016611436913893555,0.008458416552099259,0.031222911913476446,Other_Faults,Other_Faults
0,2,0,1343,0.3712728463596958,0.01639914582637832,0.007389166250485072,0.483962328171258,0.08159420810708572,0.016037841373400145,0.02334446391169685,Other_Faults,Other_Faults
0,2,0,1707,0.03613502965507556,0.033679390832444436,0.043211688842281507,0.7048919763171944,0.11883129423273679,0.00016755319148936172,0.06308306692877831,Other_Faults,Other_Faults
0,2,0,1331,0.27621361349716006,0.023179039946159965,0.048723125184223906,0.5516405470600501,0.07404929949295805,0.011663883495416872,0.014530491324030954,Other_Faults,Other_Faults
0,2,0,1421,0.5243621577156384,0.017921461494793286,0.030707261785411392,0.3771483682166216,0.010177917463641911,0.002241057810969951,0.037441775512923506,Bumps,Other_Faults
0,2,0,1741,0.12826508778712478,0.0038613602357482225,0.11314982365180436,0.7149677603200683,0.015568606987815994,0.004519399110813695,0.019667961906624374,Other_Faults,Other_Faults
0,2,0,1627,0.6162712786503072,0.006068637288212362,0.0019261016495142934,0.30877359355890877,0.008354680965020216,0.0,0.05860570788803702,Bumps,Other_Faults
0,2,0,1701,0.17121512163528235,0.004126135476734933,0.05008134124928791,0.7122123544932641,0.03287842958077688,0.0018139705264955648,0.02767264703815855,Other_Faults,Other_Faults
0,2,0,1890,0.3792951622320563,0.014125464646607659,0.004013965788534592,0.5519781374321057,0.011503873680289264,0.0026830854960010323,0.03640031072440557,Other_Faults,Other_Faults
0,2,0,1699,0.04745134587768324,0.04640752565445495,0.02356357529662917,0.5572638148315646,0.29435256903230755,0.0003306963392317177,0.030630472968128212,Other_Faults,Other_Faults
0,2,0,1545,0.28374070672700163,0.01996436558236747,0.21963369774284827,0.4180186631753978,0.027552042837762646,0.019638331136941373,0.011452192797681246,Other_Faults,Other_Faults
0,2,0,1317,0.16659358000225896,0.02210573183897771,0.09552379870783624,0.6457996109284508,0.04895911325224642,0.008073806220994356,0.012944359049235082,Other_Faults,Other_Faults
0,2,0,1454,0.4349704468775681,0.018500279564242574,0.05899575906270507,0.40304963645076,0.07530872251359047,0.006869490107954196,0.002305665423180063,Bumps,Other_Faults
0,2,0,1811,0.172802670289014,0.05753053740428127,0.0030571677970778624,0.5152996026669998,0.20679492623061121,0.003228735961631077,0.041286359650384956,Other_Faults,Other_Faults
0,2,0,1313,0.06399466764743002,0.09830129573222304,0.007290357178752752,0.4820872864954383,0.27518756077805745,0.0005034358395979228,0.0726353963285003,Other_Faults,Other_Faults
0,2,0,1315,0.10334819207697983,0.09072456280770778,0.005868734043265738,0.510618978428395,0.20948994448186609,0.0016351017507677539,0.07831448641101783,Other_Faults,Other_Faults
0,2,0,1782,0.11333572627001108,0.008148518960928086,0.2744983425453402,0.5498268232272457,0.01735478970964957,0.005546320869332691,0.03128947841749278,Other_Faults,Other_Faults
0,2,0,1652,0.4095155499496959,0.0074516574197251335,0.0529928222386825,0.4056332819986107,0.1067646505372298,0.0075955233492481814,0.010046514506807965,Bumps,Other_Faults
0,2,0,1846,0.11041894536033944,0.03432037771600178,0.04874933562993,0.6826005549434678,0.06710067927873979,0.01063122827155448,0.046178878799966676,Other_Faults,Other_Faults
0,2,0,1272,0.05568535245023086,0.08888544342094896,0.04374860402432402,0.497657159378998,0.20302588067786254,0.00034741532976827097,0.11065014471786762,Other_Faults,Other_Faults
0,2,0,1362,0.09404778085531447,0.007882120223711807,0.14530285881317434,0.7111764952012802,0.02428810758267618,0.003526591642003984,0.013776045681839606,Other_Faults,Other_Faults
0,2,0,1582,0.12167135647103253,0.022417234774539548,0.005845127094613352,0.583093695780341,0.1561353145053774,0.0005750807305933811,0.11026219064350269,Other_Faults,Other_Faults
0,2,0,1372,0.3250009101759246,0.005238538382030957,0.0005404135072079572,0.4705241680324566,0.01289864342215262,0.005792257093635772,0.1800050693865918,Other_Faults,Other_Faults
0,2,0,1329,0.10567992077659102,0.030699893409392907,0.07129610335847004,0.6643052605194182,0.08344264101384917,0.006883518816499232,0.037692662105779665,Other_Faults,Other_Faults
0,2,0,1934,0.1146140192141205,0.00423442864290854,0.1379542198584456,0.6616930423241681,0.010389235798609276,0.003944625872513643,0.06717042828923488,Other_Faults,Other_Faults
0,2,0,1410,0.4660594114527639,0.006106736119543618,0.0020607822838407544,0.3881521002980392,0.0611689869279293,0.06525733285899708,0.011194650058886847,Bumps,Other_Faults
0,2,0,1442,0.495627466762614,0.005771835590451644,0.0020693780683881248,0.4326507333114352,0.0357404112511191,0.0005123332341417447,0.02762784178185033,Bumps,Other_Faults
0,2,0,1534,0.4478076527148229,0.003796823115521825,0.00512390454571427,0.4373662313462567,0.08960863803545027,0.0002104047231967143,0.01608634551903758,Bumps,Other_Faults
0,2,0,1573,0.09740711236170696,0.026678281452501916,0.10738908878094941,0.4599386923291945,0.22684314506881603,0.0008971973799577632,0.08084648262687422,Other_Faults,Other_Faults
0,2,0,1402,0.405361680476352,0.013980534433261697,0.029572977116686685,0.46460743678701066,0.047133414527551855,0.011047013050634252,0.02829694360850296,Other_Faults,Other_Faults
0,2,0,1349,0.4222872211561262,0.005378168574670523,0.006463732654183367,0.4007188690901119,0.07248451993726508,0.0006047083163605901,0.09206278027128223,Bumps,Other_Faults
0,2,0,1509,0.23577809282668039,0.049602874214777465,0.020612886190891216,0.6063992859740945,0.05559668460346959,0.009891055788820735,0.022119120401266085,Other_Faults,Other_Faults
0,2,0,1763,0.13128154972924863,0.01745614925872675,0.17733387215992574,0.5607278526853663,0.01645653675007946,0.003367774885345168,0.09337626453130835,Other_Faults,Other_Faults
0,2,0,1732,0.2642271629867088,0.006033598483096656,0.13070686636432188,0.49986133561295143,0.07835046341978018,0.00910647459759887,0.011714098535542825,Other_Faults,Other_Faults
0,2,0,1644,0.2735079935198526,0.08885177154741558,0.045393078828321935,0.43823569392590794,0.07233090444670762,0.06286931539994264,0.018811242331852,Other_Faults,Other_Faults
0,2,0,1377,0.0662798081821518,0.004839804488777423,0.3868283228718321,0.47422376259948656,0.023733199632550245,0.0010776696290198497,0.043017432596182556,Other_Faults,Other_Faults
0,2,0,1691,0.1478445602163752,0.020143866580391384,0.04029074718175911,0.645961495374757,0.03570848941293888,0.043295996362424934,0.06675484487135314,Other_Faults,Other_Faults
0,2,0,833,0.1719760750165731,0.11065110757078796,0.0037203576615215546,0.665131559379411,0.025978458542949976,0.008149857945412167,0.014392583883344358,Other_Faults,Dirtiness
0,2,0,815,0.07942045959594482,0.21146155020941976,0.004078023288410664,0.38930490142385776,0.2585301231008807,0.0006513851139607487,0.05655355726752596,Other_Faults,Dirtiness
0,2,0,819,0.16244044936117352,0.33464952344200977,0.008496788787781182,0.32948687118095055,0.1424795921973747,0.0016329137074504092,0.020813861323260456,Dirtiness,Dirtiness
0,2,0,849,0.050302467901380835,0.6233774511744483,0.006070310031776745,0.17237390149889784,0.12249067505466159,0.001820991480077236,0.023564202858757478,Dirtiness,Dirtiness
0,2,0,832,0.2580786517844676,0.10898337156403218,0.003216945433286597,0.5824554802973799,0.024282260155059365,0.0062694369119307035,0.016713853853843746,Other_Faults,Dirtiness
0,2,0,409,0.0012606567374518693,0.0,0.9661868303482223,0.021040179605811577,0.0027386941536824295,0.0,0.008773639154832237,K_Scratch,K_Scratch
0,2,0,379,0.05255428239634386,0.004430427216196539,0.7200669207434668,0.20019810960856488,0.01179756079567582,0.007378554086326071,0.0035741451534261203,K_Scratch,K_Scratch
0,2,0,402,0.0003858278341036962,0.0,0.9877611256485246,0.007477153055591489,0.0008942507697115992,0.0,0.0034816426920690423,K_Scratch,K_Scratch
0,2,0,544,0.0063272370875449915,0.0,0.9188204983983606,0.06292321172209137,0.004054913985352775,0.0,0.007874138806650166,K_Scratch,K_Scratch
0,2,0,499,0.0007193154499759371,0.0,0.9839596315059612,0.009395057579486608,0.0006220875420875421,0.0,0.0053039079224890765,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
0,2,0,534,0.07825842783332626,0.002603931817443446,0.2326871874584054,0.5888100551433606,0.0062210801387213455,0.003631743425469617,0.08778757418327293,Other_Faults,K_Scratch
0,2,0,392,0.0017320320166232506,0.0,0.9755576765171647,0.016334927859259822,0.001410595504456035,0.0,0.004964768102496486,K_Scratch,K_Scratch
0,2,0,525,0.0016978287060006607,0.0,0.9561890090191709,0.03383174049266093,0.00136180913541162,0.0,0.006919612646756066,K_Scratch,K_Scratch
0,2,0,684,0.10901531644443871,0.008368010219460074,0.22015020599391483,0.5532796189982239,0.012338724329925761,0.007258510019663251,0.08958961399437297,Other_Faults,K_Scratch
0,2,0,400,0.00604424474117687,7.272727272727273e-05,0.936640303214589,0.04943776600102904,0.002405688670516943,0.0,0.005399270099960621,K_Scratch,K_Scratch
0,2,0,468,6.896551724137931e-05,0.0,0.9875594215139161,0.008760118381488055,0.0005978451178451177,0.0,0.0030136494695095946,K_Scratch,K_Scratch
0,2,0,629,0.00022064777327935223,0.0,0.9905711522642098,0.008612310752497564,0.0,0.0,0.0005958892100132509,K_Scratch,K_Scratch
0,2,0,554,0.003943220517896661,0.0,0.9452448666549641,0.038303509060141926,0.002125002535532015,0.0,0.010383401231465547,K_Scratch,K_Scratch
0,2,0,733,0.05385806774374153,0.0006206966231473468,0.5835653888441671,0.32476142880320175,0.020786288217161913,0.0008100904551919218,0.015598039313388259,K_Scratch,K_Scratch
0,2,0,354,0.05799330311189585,0.002832006156326335,0.6507730655830911,0.2633866580768995,0.016664399968163796,0.004832421111416591,0.003518145992207504,K_Scratch,K_Scratch
0,2,0,509,0.0007776334924986512,0.0,0.9812684553465741,0.015636097688770077,0.00032727272727272726,0.0,0.0019905407448845176,K_Scratch,K_Scratch
0,2,0,653,0.00022064777327935223,0.0,0.994040070314828,0.005528064980675872,0.0,0.0,0.00021121693121693122,K_Scratch,K_Scratch
0,2,0,579,0.0023911815720650442,0.0,0.9794258794573238,0.017613710753008157,0.0,0.0,0.0005692282176028305,K_Scratch,K_Scratch
0,2,0,364,0.05070470425313529,0.004280966659935423,0.7124361391919939,0.20824582956459534,0.014476636290405466,0.007767923548718453,0.00208780049121637,K_Scratch,K_Scratch
0,2,0,563,0.004836909229075027,0.0,0.9504837340921248,0.03431403319850827,0.003929945575368432,0.0,0.006435377904923459,K_Scratch,K_Scratch
0,2,0,673,0.002753924236721828,0.0,0.9675954116526833,0.029596610056541125,5.405405405405406e-05,0.0,0.0,K_Scratch,K_Scratch
0,2,0,405,0.0028287343712942122,0.0,0.9637015994325638,0.024946928258933326,0.0014463097901703207,0.0,0.007076428147038534,K_Scratch,K_Scratch
0,2,0,466,0.0,0.0,0.9990750696080531,0.0007510173484686229,0.0,0.0,0.00017391304347826085,K_Scratch,K_Scratch
0,2,0,578,0.0030240647684582193,0.0,0.9544677219498408,0.03429392204109726,0.004172481693973568,6.896551724137931e-05,0.003972844029388741,K_Scratch,K_Scratch
0,2,0,588,0.0007003502978502978,0.0,0.9781367855563525,0.018067526320695092,0.0008837209302325581,0.0,0.002211616894869201,K_Scratch,K_Scratch
0,2,0,528,0.00369081451630973,0.0,0.9426079666489274,0.04286925968369404,0.0023452316694163025,0.0,0.008486727481652183,K_Scratch,K_Scratch
0,2,0,573,0.002368979043410903,0.0,0.9718085799725267,0.02508272672228954,0.0,0.0,0.0007397142617730852,K_Scratch,K_Scratch
0,2,0,449,0.05677586249382354,0.0026298585802741674,0.36202700017559536,0.48288231538284887,0.007711158836662413,0.0030224732619890094,0.08495133126880716,Other_Faults,K_Scratch
0,2,0,456,7.407407407407407e-05,0.0,0.9945872211886986,0.0034417242851629273,0.00014060606060606063,0.0,0.0017563743914586546,K_Scratch,K_Scratch
0,2,0,350,0.051121681696121135,0.00464733918421102,0.6030029988941328,0.3045498215399133,0.017920363406725752,0.008349011980366671,0.01040878329852952,K_Scratch,K_Scratch
0,2,0,445,0.0005670165994012244,0.0,0.9950823419790727,0.0027948507712706495,0.0,0.0,0.0015557906502552826,K_Scratch,K_Scratch
0,2,0,561,0.005960567549815575,0.0,0.9264564373313444,0.055076606619966564,0.0018058972784089245,0.0,0.010700491220464545,K_Scratch,K_Scratch
0,2,0,517,0.0009411697782767186,0.0,0.9677234117043306,0.027928426422612805,0.0002595678385152069,0.0,0.0031474242562645398,K_Scratch,K_Scratch
0,2,0,510,0.0009326810510103765,0.0,0.9751173781087836,0.020206913110515593,0.00034280826280826284,0.0,0.0034002194668823057,K_Scratch,K_Scratch
0,2,0,558,0.006507738762040267,0.0,0.9292768788460973,0.049925433463797346,0.0028294671565821747,0.0,0.011460481771483134,K_Scratch,K_Scratch
0,2,0,644,0.04910451154599287,0.00713414568865152,0.6216636543774966,0.24682845900871084,0.009747305225283893,0.0010125650071354307,0.06450935914672819,K_Scratch,K_Scratch
0,2,0,464,0.0,0.0,0.9969647914219809,0.0024581694817869186,0.00030303030303030303,0.0,0.00027400879320202675,K_Scratch,K_Scratch
0,2,0,590,0.05827442333826643,0.0029811361585868976,0.5648223300124925,0.2824903571355515,0.010617591799529988,0.0027243319238686443,0.07808982963170383,K_Scratch,K_Scratch
0,2,0,46,0.5636902063707111,0.015281668091542959,0.0006290015800972618,0.30920764156953257,0.09769047960652474,0.0002962592962592963,0.0132047434853322,Bumps,Pastry
0,2,0,16,0.030661995383988984,0.019329152712559722,0.1590264744677359,0.5228781143550338,0.1907195018327268,0.00012237762237762238,0.07726238362557748,Other_Faults,Pastry
0,2,0,67,0.1937959078401028,0.012782032532986945,0.0012923874026440339,0.48581692123045844,0.21904394119504797,0.00037115333821216177,0.08689765646054795,Other_Faults,Pastry
0,2,0,151,0.1368699147725122,0.004649957873440592,0.0029305020802056613,0.14249408321077103,0.11469677417834404,0.0003273337703875876,0.5980314341143392,Z_Scratch,Pastry
0,2,0,71,0.18066824960989544,0.024611136413103887,0.002737998508901222,0.3468903650447222,0.42304703696609286,0.00033734438773138465,0.021707869069553,Pastry,Pastry
0,2,0,39,0.20625672285482263,0.009518092573141637,0.030286231765729057,0.5130530138163731,0.22891025983004348,0.0014332945763601875,0.010542384583530334,Other_Faults,Pastry
0,2,0,85,0.2630235753050208,0.010322008751651674,0.047719030289088867,0.5610949938049381,0.09307068608574387,0.008140049679842016,0.01662965608371456,Other_Faults,Pastry
0,2,0,99,0.2425694691272544,0.07288602622002971,0.010354238596225886,0.37902129718311667,0.28574662825756747,0.003304485884071513,0.006117854731734724,Other_Faults,Pastry
0,2,0,29,0.1230883523234975,0.027326385224369837,0.03258904625482382,0.31217914017860693,0.49258537077835723,0.00061828423734893,0.011613421002995401,Pastry,Pastry
0,2,0,86,0.11173029360877362,0.036392216045514215,0.014166192351516744,0.5500857295678884,0.2508289633215186,0.0017385317200264592,0.03505807338476126,Other_Faults,Pastry
0,2,0,106,0.05095897142104201,0.10618922420554329,0.03409314574147196,0.3353348606769128,0.42919112989301317,0.000125,0.04410766806201773,Pastry,Pastry
0,2,0,58,0.3494739143202724,0.005595442347112487,0.0002483164983164983,0.4599263744619557,0.17695971949734893,0.0006558438400837016,0.0071403890349105974,Other_Faults,Pastry
0,2,0,17,0.04467105913332105,0.03271766556143986,0.011333377786072662,0.5374152662936622,0.3451604113427813,0.00029054823645971434,0.028411671646263584,Other_Faults,Pastry
0,2,0,54,0.2183969429431072,0.1322836070064382,0.002404864459169716,0.3039543998738873,0.3148374321665059,0.00030746965452847807,0.027815283896363095,Pastry,Pastry
0,2,0,50,0.5795385975616341,0.007777445212658994,0.001179783192283192,0.30243875232084555,0.10059790505677958,0.0006567785537825705,0.007810738102015867,Bumps,Pastry
0,2,0,142,0.1395990353853019,0.04404289330025841,0.020676123878079617,0.4179589662888075,0.33160512881919235,0.0016289715275064032,0.0444888808008542,Other_Faults,Pastry
0,2,0,311,0.0691191137510765,0.007272693114319321,0.0006872922482842138,0.17747241533073496,0.12932187436555367,0.0,0.616126611190032,Z_Scratch,Z_Scratch
0,2,0,326,0.08475876103433223,0.0006626717403428422,0.0005129092081922271,0.14808561152977745,0.02727080551991518,0.0,0.7387092409674407,Z_Scratch,Z_Scratch
0,2,0,270,0.039599411331063664,0.0009504379897172153,0.0001667206871404262,0.10969352973146354,0.011179888534720177,4.7619047619047614e-05,0.8383623926782758,Z_Scratch,Z_Scratch
0,2,0,335,0.09629116933523854,0.002586603150943657,0.14980821191862115,0.6243325363114105,0.004467750787254777,0.009622826747762735,0.11289090174876845,Other_Faults,Z_Scratch
0,2,0,201,0.04130189687798357,0.017243205019038706,0.00156156168200446,0.1865878800821498,0.107350522988725,3.278688524590164e-05,0.645922146464853,Z_Scratch,Z_Scratch
0,2,0,195,0.018560924334731572,0.009911994231863726,0.00421462477376833,0.1574471695364388,0.019853983966877504,3.278688524590164e-05,0.789978516271075,Z_Scratch,Z_Scratch
0,2,0,188,0.15021550427214536,0.001432188062317796,0.0027070988640313575,0.25671576115305955,0.017643944361621103,0.009848336908340404,0.5614371663784841,Z_Scratch,Z_Scratch
0,2,0,241,0.06085952419636866,0.000848737744974878,0.00034099372530113436,0.07724567647990147,0.007861992397826775,0.0004598973649310961,0.8523831780906961,Z_Scratch,Z_Scratch
0,2,0,323,0.03461835062323157,0.015511568028968997,0.013284394702039667,0.24756423176165493,0.03644743174597796,0.0,0.6525740231381276,Z_Scratch,Z_Scratch
0,2,0,318,0.0764603160261532,0.0016021100486343066,0.0004757837414864994,0.1558395595289489,0.018309098438037495,0.0001111111111111111,0.747202021105629,Z_Scratch,Z_Scratch
0,2,0,300,0.060679940788425556,0.0009698782768488371,0.0001490757304710793,0.1407362424753722,0.0387165072949104,5e-05,0.758698355433972,Z_Scratch,Z_Scratch
0,2,0,346,0.05021005519284644,0.04208390681156834,0.13488706405454345,0.5084001548436335,0.1429402605007954,0.0010709269226957237,0.12040763167391721,Other_Faults,Z_Scratch
0,2,0,289,0.04617340137608615,0.0003758031076377122,0.0009981493148096651,0.08897189304051761,0.003174561426026772,0.0,0.8603061917349222,Z_Scratch,Z_Scratch
0,2,0,212,0.023686882423430918,0.006407300570892384,0.0016290218145530958,0.13058388555953462,0.023592444345167198,3.278688524590164e-05,0.8140676784011766,Z_Scratch,Z_Scratch
0,2,0,203,0.021671636705549543,0.010195016616722914,0.005868064412893848,0.17611648092770588,0.04336939182765944,3.278688524590164e-05,0.7427466226242228,Z_Scratch,Z_Scratch
0,2,0,345,0.17504018598290283,0.07425233333291033,0.006665076918637099,0.5470590382331837,0.08858998530198943,0.007588686551222266,0.10080469367915432,Other_Faults,Z_Scratch
0,2,0,297,0.12010207040595093,0.0011720614598686953,0.0010680794898695757,0.14005343006132423,0.0661526697499386,0.0003696094685456388,0.6710820793645025,Z_Scratch,Z_Scratch
0,2,0,193,0.2167002356150197,0.003286727460319531,0.0015812074594162705,0.2863540000263825,0.014272705619895578,0.004813494718331978,0.4729916291006346,Z_Scratch,Z_Scratch
0,2,0,189,0.02870267183573251,0.008900658923109808,0.0009677287708959373,0.1582725013572084,0.06563774646619089,3.278688524590164e-05,0.7374859057616169,Z_Scratch,Z_Scratch
0,2,0,767,0.014855458309120584,0.0,0.03329793364780408,0.04054322459727741,0.001535535375780018,0.9084245173586158,0.0013433307114030892,Stains,Stains
0,2,0,773,0.011491443392096283,0.0003076923076923077,0.03147664613721104,0.03546793984943317,0.0010292988980062426,0.9197199962714269,0.0005069831441348469,Stains,Stains
0,2,0,775,0.018358531366865705,0.00048641936387838026,0.029536436939644552,0.07776915142104451,0.004111753889165621,0.8671046447250513,0.002633062294350785,Stains,Stains
0,2,0,787,0.01483306898958879,7.44535519125683e-05,0.031991457693682,0.06517465884883056,0.003559299715195384,0.8824648205268019,0.0019022406739895225,Stains,Stains
0,2,0,762,0.046849805498096364,0.0031410229066450956,0.042051897080851525,0.09502518125575722,0.009774280715495107,0.8010343609548887,0.002123451588266489,Stains,Stains
0,2,0,777,0.01559557424151886,0.0,0.025959546323390575,0.06006602314556742,0.002543781659156535,0.8948832412451679,0.0009518333851998807,Stains,Stains
0,2,0,808,0.016122402312551236,0.00013896968094482637,0.025385935161537154,0.06060328976328661,0.003864393087798073,0.892351035478359,0.001533974515523983,Stains,Stains
0,3,0,913,0.7453970377876794,0.006786634631224425,0.00021802685434760903,0.1979681385781879,0.047222707372882644,0.00027409248928773547,0.0021333622863902615,Bumps,Bumps
0,3,0,1180,0.6966075327963664,0.0025328846155496447,0.010589843884024924,0.25461564830574374,0.020111572429040204,0.0,0.015542517969275747,Bumps,Bumps
0,3,0,1005,0.21580804324946842,0.03776549873650856,0.0006243677329539429,0.3801605915627613,0.1624664240227157,0.002722530985662487,0.20045254370992976,Other_Faults,Bumps
0,3,0,1239,0.42732782104656314,0.0057023419749855165,0.041142897759654046,0.46931124226898635,0.03756972993153278,0.005299296940167356,0.013646670078110615,Other_Faults,Bumps
0,3,0,888,0.5823393598055343,0.005045537481764253,0.009309309602655684,0.3066050637535524,0.030966160007287125,0.0002877663117024819,0.06544680303750422,Bumps,Bumps
0,3,0,1216,0.7104964723032148,0.0075490626639760985,0.002688829228315864,0.2524797088209221,0.007091472329892947,0.0005632219472692208,0.019131232706408943,Bumps,Bumps
0,3,0,942,0.43460723091125164,0.005990573545147017,0.0027951482403232755,0.3068021203625146,0.11388518147822867,0.00040695310382217405,0.13551279235871275,Bumps,Bumps
0,3,0,922,0.368126303573319,0.03729140042755279,0.0014566011442754673,0.3221941114556214,0.2432388021654793,0.0022855555118505783,0.025407225721902064,Bumps,Bumps
0,3,0,1191,0.4848949809553679,0.0068499894107052935,0.05874266038730054,0.37493959349352973,0.036827546105829445,0.03352307627626356,0.0042221533710036395,Bumps,Bumps
0,3,0,1192,0.22803143858512784,0.07895760978105762,0.0046728693232549,0.4516701685958368,0.1890254795184654,0.005172719155969912,0.04246971504028805,Other_Faults,Bumps
0,3,0,1089,0.2664802331758716,0.07769757850987855,0.01794017601831669,0.4490851949654091,0.1481225824795504,0.01688607053041282,0.02378816432056145,Other_Faults,Bumps
0,3,0,1171,0.7856208121867584,0.0016261433461759085,0.005411555561795104,0.19345043479214727,0.0060820412717080335,0.0006159078178927687,0.007193105023523877,Bumps,Bumps
0,3,0,970,0.47667550191800756,0.017528823689453826,0.02673722907175902,0.3992359022298984,0.032096374053233505,0.04249879216675444,0.005227376870893513,Bumps,Bumps
0,3,0,1102,0.31180953381086923,0.010347684864234801,0.014223441138727998,0.5540041330222851,0.07962915786991233,0.01453727155820051,0.015448777735769765,Other_Faults,Bumps
0,3,0,1113,0.15975511103905513,0.011134848922603654,0.12517420085821862,0.601391445034188,0.015145474875160206,0.005119563940327337,0.08227935533044652,Other_Faults,Bumps
0,3,0,1071,0.42132165779923436,0.0010041363696861503,0.0005822829223157361,0.39610220509616395,0.041308393311160395,0.007954202832233805,0.13172712166920578,Bumps,Bumps
0,3,0,1052,0.5215953163861311,0.0015117969289594486,6.451612903225807e-05,0.3834320506001571,0.06006588022786821,0.0017128635001121407,0.03161757622773947,Bumps,Bumps
0,3,0,1065,0.4608339333750484,0.013131683265466897,0.012555823838118698,0.42727450672436784,0.075669775321135,0.001974174510717443,0.008560102965146582,Bumps,Bumps
0,3,0,1255,0.554440178899381,0.0012534235267580322,0.008617484709338721,0.3931794083578624,0.024849458886568775,0.0013908505975200238,0.016269195022571258,Bumps,Bumps
0,3,0,984,0.26716253114342925,0.03256948307880895,0.11543038193692554,0.48293678926934813,0.02423636977603217,0.05313737580386763,0.02452706899158786,Other_Faults,Bumps
0,3,0,1193,0.2219270830654936,0.11076258872166513,0.007780624907475417,0.4561740226801747,0.12687348660708203,0.01185307249918003,0.06462912151893006,Other_Faults,Bumps
0,3,0,1110,0.13165199207184458,0.018828259261573502,0.16747969061365395,0.6032901779536619,0.020210939391109857,0.004322747238132327,0.05421619347002347,Other_Faults,Bumps
0,3,0,1202,0.3816812616856729,0.04130500119629376,0.004126934701383347,0.4824968876591933,0.02823715070869659,0.003839515492289527,0.05831324855647042,Other_Faults,Bumps
0,3,0,906,0.5795321704191987,0.006032327060389763,0.002085940273038345,0.2509929198001853,0.07162552406806168,0.00029981024667931686,0.08943130813244628,Bumps,Bumps
0,3,0,1187,0.30593124352531215,0.003273496333871424,0.05916232570898758,0.5926680089456491,0.011292562456990082,0.008623299408534192,0.019049063620655896,Other_Faults,Bumps
0,3,0,1086,0.23555565009491014,0.02012108445057977,0.18752970918238795,0.5122596794249986,0.02784885906713786,0.0035097189336142157,0.013175298846371614,Other_Faults,Bumps
0,3,0,1146,0.6445348084595851,0.0015855326958205732,0.005018562182598725,0.3207758267341232,0.018878348707976448,0.0007046637641779787,0.008502257455718597,Bumps,Bumps
0,3,0,1049,0.5249564726059056,0.002861887043788712,0.00017890772128060261,0.4301760188920595,0.022853305769605002,0.0018618508631891592,0.017111557104171896,Bumps,Bumps
0,3,0,866,0.473192831988539,0.004836418655209077,0.002630537022731471,0.40287262961875386,0.05982428670817616,0.00019258219258219258,0.056450713814008124,Bumps,Bumps
0,3,0,948,0.5170262889520597,0.008404333379985094,0.012562617072898493,0.38812778342972387,0.025260821191734315,0.0002951385835596362,0.04832301739003862,Bumps,Bumps
0,3,0,1233,0.5139416907911497,0.03255889216064578,0.0034336502945026015,0.3316516197595469,0.06358847289953214,0.0008398863677543958,0.053985787726868864,Bumps,Bumps
0,3,0,1120,0.17232723515387713,0.01640928260220402,0.08305458209016225,0.6452450535732809,0.016637766467099493,0.00531365306197386,0.061012427051401974,Other_Faults,Bumps
0,3,0,1169,0.6205891252828118,0.001913478605375327,0.0023207084445096816,0.33912984769531446,0.029567815124107593,0.0008958555781136425,0.005583169269767738,Bumps,Bumps
0,3,0,1230,0.5731882181850388,0.026086295397814326,0.0015107528396199566,0.3607280174567012,0.018521805198667522,0.002926185649836602,0.017038725272322076,Bumps,Bumps
0,3,0,1103,0.12436866922518852,0.09142195224183104,0.007544844730743933,0.5771700670939697,0.12338367297365016,0.0036618647572291734,0.0724489289773879,Other_Faults,Bumps
0,3,0,920,0.7386689951982369,0.0012036828792306989,0.0011383900372605139,0.2195580633948498,0.03118264996251544,0.0008128597158076052,0.007435358812099747,Bumps,Bumps
0,3,0,1098,0.03298649904848821,0.0016703560485340145,0.5955548536172945,0.3219184579277755,0.023896341756719168,0.00016666666666666666,0.023806824934521926,K_Scratch,Bumps
0,3,0,1011,0.4038925891631365,0.0017069812843805911,0.0017702324469664296,0.41246196042239613,0.03017443094981821,0.0035898849431267583,0.14640392079017556,Other_Faults,Bumps
0,3,0,1219,0.7275305270023144,0.014503150937321414,0.0020829576689107353,0.2381597282955417,0.010000893232169659,0.000656207413743532,0.007066535449999081,Bumps,Bumps
0,3,0,1232,0.6821481523078586,0.014532596579383857,0.002505448857520848,0.2741816764894653,0.009216441499918217,0.00039659844054580894,0.0170190858253073,Bumps,Bumps
0,3,0,1772,0.13495128571232862,0.00819662014791163,0.07762129745140206,0.7179678863036185,0.008417179072183766,0.020656739360585805,0.032188991951969455,Other_Faults,Other_Faults
0,3,0,1839,0.13643257533210276,0.012693684828984324,0.20618411117831764,0.5510605174992979,0.027277571160732757,0.010622443642843642,0.05572909635772135,Other_Faults,Other_Faults
0,3,0,1278,0.3823779998169392,0.00442188376970796,0.0055007257202564185,0.44651413552167246,0.1432610272429758,0.000676619562608508,0.017247608365839297,Other_Faults,Other_Faults
0,3,0,1716,0.04882719256524521,0.003088160115682491,0.20334688918713623,0.709215880624983,0.004045046897809118,0.003503431885980227,0.027973398723163588,Other_Faults,Other_Faults
0,3,0,1328,0.08621631953187492,0.007035342285656792,0.09520506945787154,0.7522634990253644,0.020114102081276182,0.00453229577479841,0.034633371843157686,Other_Faults,Other_Faults
0,3,0,1927,0.09614583865569097,0.04331592636600246,0.026644454025623255,0.6915356352170501,0.07690291721578159,0.005327568154146397,0.060127660365705334,Other_Faults,Other_Faults
0,3,0,1777,0.1466672543274668,0.013901489684961606,0.05245971590113773,0.7264041174903237,0.02909997531918123,0.003958112522884769,0.02750933475404363,Other_Faults,Other_Faults
0,3,0,1633,0.307210858614519,0.03569895224993945,0.018035774364866447,0.563206719557172,0.025825629718313217,0.004555440832198688,0.04546662466299149,Other_Faults,Other_Faults
0,3,0,1765,0.14402476848249443,0.010419896658152648,0.10007914569595226,0.6321936981581079,0.020691908619857768,0.004394476041557492,0.08819610634387733,Other_Faults,Other_Faults
0,3,0,1683,0.049896692848125396,0.036059992474211086,0.18083807192329837,0.5087041918667685,0.14325293155183474,0.0003625011673703091,0.08088561816839202,Other_Faults,Other_Faults
0,3,0,1483,0.04222642123394758,0.016460740066456658,0.02117277579912895,0.8107758856459513,0.08890454330799427,0.0003042193655401203,0.02015541458098084,Other_Faults,Other_Faults
0,3,0,1332,0.12100934160267895,0.03702554135980933,0.04707580120014441,0.6164417465540001,0.15128888734734777,0.0022827032023608486,0.024875978733658665,Other_Faults,Other_Faults
0,3,0,1694,0.05107512824809371,0.015977207490276885,0.39732117723954047,0.39075660829010356,0.06977758253544783,0.00040665439741481677,0.07468564179912333,K_Scratch,Other_Faults
0,3,0,1528,0.0948592757310879,0.08026963511814696,0.023588112162041174,0.5402258479522462,0.12085930190672012,0.0015514842442929187,0.13864634288546518,Other_Faults,Other_Faults
0,3,0,1828,0.09991174093640494,0.00951710706527726,0.18302233972794302,0.6264567105924107,0.012440811864670677,0.04304023257682742,0.02561105723646637,Other_Faults,Other_Faults
0,3,0,1364,0.09413107028229638,0.005404859761128091,0.20313838685326618,0.6542252761261529,0.027245570828677807,0.0029814806832285426,0.012873355465250706,Other_Faults,Other_Faults
0,3,0,1375,0.06252576514595627,0.005360339546470778,0.4190097362899505,0.43958934710758335,0.03398122719456201,0.0006475460522376088,0.038886038663239204,Other_Faults,Other_Faults
0,3,0,1270,0.050739231527056096,0.07019894171494753,0.043576119017994124,0.5492978743395337,0.1812253266811158,0.0009503631850136408,0.10401214353433945,Other_Faults,Other_Faults
0,3,0,1595,0.08475617525731739,0.08692183014684382,0.025514694030242452,0.6255480863366015,0.07358819459092703,0.0024842215791786963,0.1011867980588899,Other_Faults,Other_Faults
0,3,0,1337,0.12513076803025575,0.003936935925481872,0.06529721913181587,0.7706907545090127,0.009298874870920477,0.003970031427208259,0.02167541610530548,Other_Faults,Other_Faults
0,3,0,1721,0.12997563896877737,0.03827769209426724,0.018123633183660014,0.483048717058789,0.3076912983635442,0.0022812090277098606,0.020601811303252233,Other_Faults,Other_Faults
0,3,0,1640,0.2940133489317512,0.15252340550464613,0.008104095257940827,0.32919329706948774,0.19602726550665353,0.004024837059809477,0.016113750669711425,Other_Faults,Other_Faults
0,3,0,1884,0.31627796108207157,0.13608695425884865,0.004548112338177377,0.48604211996124613,0.03185124169121166,0.006195617879015765,0.01899799278942929,Other_Faults,Other_Faults
0,3,0,1872,0.6421367169674842,0.010638193366131574,0.00015094339622641508,0.30716848331894886,0.03365514690099856,0.0007263021581261131,0.00552421389208347,Bumps,Other_Faults
0,3,0,1284,0.23276554440324404,0.01939837360909219,0.019641781717888537,0.4717827371625372,0.24184953537317164,0.007509313859096977,0.007052713874969131,Other_Faults,Other_Faults
0,3,0,1610,0.44916992576126397,0.011908163921047436,0.0013708539419680812,0.3131935855049456,0.20733644027051437,0.0001868625050999592,0.016834168095160626,Bumps,Other_Faults
0,3,0,1832,0.09784923370166511,0.015547896682935011,0.16389876717513463,0.637537824187707,0.020287775340698627,0.031580687038492386,0.033297815873367324,Other_Faults,Other_Faults
0,3,0,1557,0.10033844852528744,0.02265530276546789,0.1755308437569757,0.5784313161620046,0.03205445109852303,0.050789184266176984,0.040200453425564955,Other_Faults,Other_Faults
0,3,0,1856,0.17862299138450058,0.025581334645502482,0.00953859320657448,0.6251530533244978,0.041467445236282846,0.00416523454191194,0.11547134766073043,Other_Faults,Other_Faults
0,3,0,1395,0.06734424666136682,0.027068123975209857,0.38697651130510546,0.40154353711299473,0.10629698028123646,0.0038920679343984973,0.006878532729688479,Other_Faults,Other_Faults
0,3,0,1499,0.192360368916423,0.004413653263689368,0.04159645298735486,0.6976646783808302,0.03645491338586089,0.00285031626851792,0.024659616797323838,Other_Faults,Other_Faults
0,3,0,1521,0.058500292424401856,0.1003478275514406,0.01778543794441634,0.43755089689879084,0.2551471756097389,0.0007468273356705249,0.12992154223554164,Other_Faults,Other_Faults
0,3,0,1417,0.3345237985757569,0.003868109374007618,0.001704056711845163,0.5423499210701511,0.10405412778205989,0.0038649852936910563,0.009635001192488444,Other_Faults,Other_Faults
0,3,0,1411,0.6262294644107104,0.0016237267471562412,0.0001734640158553202,0.3207323704169104,0.04720605114337535,0.0003268382186929,0.0037080850472994476,Bumps,Other_Faults
0,3,0,1369,0.25483162312607965,0.0610057701944393,0.001426656983630672,0.6106441791797276,0.042428210642851565,0.01376247728923547,0.01590108258403574,Other_Faults,Other_Faults
0,3,0,1448,0.5800922552102104,0.01634208238941485,0.013316539899817665,0.33869724881107005,0.03508247491065872,8e-05,0.01638939877882805,Bumps,Other_Faults
0,3,0,1340,0.1306976365893957,0.0115875205334253,0.04573742605864291,0.7174981030242218,0.06571790711154418,0.0027576744803414154,0.026003732202428336,Other_Faults,Other_Faults
0,3,0,1301,0.053158290752047414,0.016222062307627662,0.003969630748300708,0.597265836815217,0.3152872994940127,0.00020634920634920634,0.013890530676444409,Other_Faults,Other_Faults
0,3,0,1843,0.07534419116193587,0.06506894823620976,0.06179873243071337,0.6428674777970771,0.09242756113189517,0.003279563493831595,0.05921352574833696,Other_Faults,Other_Faults
0,3,0,1347,0.08322197454277323,0.015205149022035949,0.010255158617412207,0.4436822533080691,0.43004808581830567,0.0002403846153846154,0.017346994076018946,Other_Faults,Other_Faults
0,3,0,1524,0.04099599882257091,0.0407920797219429,0.14578898070104407,0.46405785157508306,0.16931081725704566,0.00018858493752110775,0.13886568698479287,Other_Faults,Other_Faults
0,3,0,1473,0.4939060785449336,0.02793730750943817,0.015710500203693155,0.4022928599031198,0.03789142565882987,0.013883961388661187,0.008377866791323966,Bumps,Other_Faults
0,3,0,1695,0.19486751055519566,0.01600239092651572,0.02270635974992618,0.6783258208089431,0.02643798358095748,0.008574921337436394,0.0530850130410249,Other_Faults,Other_Faults
0,3,0,1371,0.23656482620231783,0.027115185359045533,0.0016784471507286325,0.6445965559374345,0.026041091807103674,0.023345185801568774,0.04065870774180082,Other_Faults,Other_Faults
0,3,0,1656,0.13442858923371767,0.11161922755003194,0.01084573767164795,0.46578872665945453,0.24564398962231127,0.0011038475438131105,0.030569881719023383,Other_Faults,Other_Faults
0,3,0,1500,0.15797855184042875,0.005332564638251588,0.04225502946549964,0.7240959138335243,0.04426418714983631,0.0018092017421502838,0.024264551330308522,Other_Faults,Other_Faults
0,3,0,1930,0.08750421850247096,0.0025577737306072606,0.1149256479264888,0.7390231012856354,0.005256933090473626,0.005218834222308644,0.045513491242015126,Other_Faults,Other_Faults
0,3,0,1619,0.5573320748804946,0.007240297052759548,3.9215686274509805e-05,0.4038113198164083,0.01717615573533767,0.0027667285890433505,0.0116342082396828,Bumps,Other_Faults
0,3,0,1563,0.26987981027050545,0.0063067816825880295,0.010373497069993905,0.41859493090239336,0.0117187330517584,0.019351377106090303,0.263774869916671,Other_Faults,Other_Faults
0,3,0,1821,0.1063708819855235,0.20467095049876607,0.020497645362441367,0.26953015846776024,0.36352545110041756,0.00010817307692307693,0.03529673950816855,Pastry,Other_Faults
0,3,0,1562,0.11890782085219423,0.008603716928571668,0.1573664383467658,0.600708136499026,0.01235224848645096,0.017525835276281283,0.08453580361071071,Other_Faults,Other_Faults
0,3,0,1443,0.5594960698171747,0.0029239265163084694,0.0016071775438047694,0.38200963988983005,0.04389504612397492,0.00043257711889787366,0.009635562990009469,Bumps,Other_Faults
0,3,0,1533,0.4603168870273907,0.008451421307932092,0.010626342791686436,0.41658189268016604,0.06367849106132388,0.00020548262548262546,0.040139482506017815,Bumps,Other_Faults
0,3,0,1815,0.28349737696176336,0.0393550194967303,0.0013092870388114212,0.3438495650410234,0.31534813602318645,0.0005433695661127353,0.01609724587237234,Other_Faults,Other_Faults
0,3,0,1880,0.19040372811504516,0.048382199392705584,0.012875347706407293,0.604306766889825,0.03252913680141147,0.010195740222479625,0.10130708087212653,Other_Faults,Other_Faults
0,3,0,1863,0.15686395260544655,0.025976048646153518,0.21480225113302207,0.5587967402152662,0.01836474845617173,0.002208367142009972,0.022987891801930074,Other_Faults,Other_Faults
0,3,0,1932,0.08339821488886733,0.0024111489055601153,0.12577836152616667,0.7310566418057405,0.003959446189946672,0.004705821360676776,0.048690365323042,Other_Faults,Other_Faults
0,3,0,1564,0.5399037771690272,0.0026226237196942553,0.005073682233250036,0.4014997198704398,0.008315936912308737,0.000723992170779719,0.04186026792450043,Bumps,Other_Faults
0,3,0,1859,0.4867885437711047,0.0066873745429112084,0.006835039897536841,0.41729737778333187,0.04817116824436935,0.0006468131679996087,0.03357368259274626,Bumps,Other_Faults
0,3,0,1831,0.10721711015952455,0.059071368549008824,0.06050858275643797,0.6008679413288023,0.11972877416135065,0.006160203562984577,0.0464460194818909,Other_Faults,Other_Faults
0,3,0,1598,0.10013184725768945,0.08752809662119919,0.007621870024224378,0.5869382477880511,0.13388198955899328,0.001490410360888198,0.08240753838895457,Other_Faults,Other_Faults
0,3,0,1486,0.1446827646723639,0.0052156134178368025,0.021413475675049753,0.769142374534773,0.04416076741728791,0.0017944164582729793,0.013590587824416007,Other_Faults,Other_Faults
0,3,0,1449,0.40511168610856707,0.001873588487535909,0.0011256986411062732,0.5158185577551243,0.07127683038039255,0.0007265947307504946,0.004067043896524007,Other_Faults,Other_Faults
0,3,0,1583,0.14916334138398907,0.020633744524729797,0.003535491959372959,0.5484760977532291,0.1824331587774684,0.0005838493696914721,0.09517431623151858,Other_Faults,Other_Faults
0,3,0,1576,0.1420529056793552,0.022165964733911785,0.009479495889427475,0.5290653289862359,0.15872143961910865,0.00037614117598012796,0.13813872391598056,Other_Faults,Other_Faults
0,3,0,1515,0.3709284414865889,0.023360562810299936,0.024340759579924834,0.5398164105356593,0.02615014117187386,0.0032110864423979856,0.012192597973254943,Other_Faults,Other_Faults
0,3,0,1612,0.7395147390430038,0.0034679298204384522,0.0008920378937091171,0.22549654942099095,0.02570963409799621,0.0006038612533919942,0.004315248470469481,Bumps,Other_Faults
0,3,0,1379,0.06103544779746711,0.0033814122628894115,0.4064496899609521,0.4458845595200607,0.030654656845778935,0.00033625330192046834,0.052257980310930825,Other_Faults,Other_Faults
0,3,0,839,0.10709854468367244,0.47669518752494067,0.0009791864208331606,0.21320150283992725,0.18104154294368346,0.001949014771578108,0.019035020815365365,Dirtiness,Dirtiness
0,3,0,848,0.060311783478028506,0.5828506764328493,0.0021727162486028973,0.16818531330445252,0.156039842772859,0.0016442694732844228,0.028795398289924355,Dirtiness,Dirtiness
0,3,0,850,0.06897519200022041,0.5474089237664989,0.002414244820657272,0.19609095877492674,0.15219393144877316,0.002244084570800509,0.030672664618123544,Dirtiness,Dirtiness
0,3,0,834,0.23172596473347087,0.13610816564391348,0.005129331799032434,0.5613140781118028,0.03334139343204506,0.011909561582425256,0.02047150469731027,Other_Faults,Dirtiness
0,3,0,864,0.13362257929821683,0.486706212684454,0.002120418011440488,0.22146546168649572,0.13612465868349038,0.0027268327047668853,0.017233836931136066,Dirtiness,Dirtiness
0,3,0,527,0.0054269099146112805,0.0,0.9370024796301635,0.04340896022112135,0.003844816480380997,0.0,0.010316833753723354,K_Scratch,K_Scratch
0,3,0,703,0.0010099919843827212,0.0,0.9091735456972629,0.082051437644107,0.0031684944679785648,0.0,0.004596530206269562,K_Scratch,K_Scratch
0,3,0,533,0.06019158925799624,0.006675788332237736,0.278259219570357,0.5516679043590629,0.008808063650208068,0.001532891167036571,0.09286454366310203,Other_Faults,K_Scratch
0,3,0,677,0.0002801823413277984,0.0,0.9738360560993122,0.025556436853261037,0.0,0.0,0.00032732470609951196,K_Scratch,K_Scratch
0,3,0,737,0.0627336643294631,0.09520334037699771,0.17020781130501397,0.39005591718685834,0.20541263019012426,0.0006470118298405741,0.07573962478170218,Other_Faults,K_Scratch
0,3,0,617,9.161041465766634e-05,0.0,0.9878185108650506,0.011477091469228547,0.0,0.0,0.0006127872510631132,K_Scratch,K_Scratch
0,3,0,591,0.010032148295408895,0.0,0.9351024268695641,0.04795015655992104,0.0,0.0,0.006915268275105944,K_Scratch,K_Scratch
0,3,0,454,0.0,0.0,0.9990148832217797,0.0009851167782202266,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,595,0.0,0.0,0.996602250962365,0.003261174963560977,0.0,0.0,0.00013657407407407406,K_Scratch,K_Scratch
0,3,0,353,0.031209236726486178,0.003307872993106932,0.712355981727704,0.23511546876886263,0.010960942368967302,0.00531755990661,0.001732937508263192,K_Scratch,K_Scratch
0,3,0,512,0.004610732896258807,0.0,0.9544440508563315,0.029647766761691296,0.0026226261562717415,0.0,0.00867482332944671,K_Scratch,K_Scratch
0,3,0,648,0.0,0.0,0.9932963283252991,0.006548909769938779,0.0,0.0,0.00015476190476190478,K_Scratch,K_Scratch
0,3,0,560,0.0012891118720037803,0.0,0.983216262278702,0.0133969460109597,7.142857142857142e-05,0.0,0.0020262512669060842,K_Scratch,K_Scratch
0,3,0,575,0.0005256035867490438,0.0,0.9891911309990338,0.009598327907788218,0.0,0.0,0.0006849375064287809,K_Scratch,K_Scratch
0,3,0,461,0.0032945500233807555,0.0,0.9491744582027831,0.026032932306195456,0.0075812026585594244,0.0,0.013916856809081387,K_Scratch,K_Scratch
0,3,0,348,0.03782255645176354,0.004555906381833964,0.5906753498814996,0.3466032952037553,0.008838215571077276,0.0069793633028044115,0.0045253132072653425,K_Scratch,K_Scratch
0,3,0,401,0.0005832011627977795,0.0,0.990539156399293,0.006344820102703768,0.00020695652173913042,0.0,0.0023258658134661207,K_Scratch,K_Scratch
0,3,0,701,0.00011764705882352942,0.0,0.9769202639834946,0.022962088957682578,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,643,7.407407407407407e-05,0.0,0.9933025430029504,0.006033330588031859,8.333333333333333e-05,0.0,0.000506719001610306,K_Scratch,K_Scratch
0,3,0,626,0.0,6.451612903225807e-05,0.9957213915130143,0.0036669955837598674,0.0,0.0,0.0005470967741935484,K_Scratch,K_Scratch
0,3,0,695,0.0003690712302166873,0.0,0.9739737901980443,0.025106956722783017,0.0,0.0,0.0005501818489566548,K_Scratch,K_Scratch
0,3,0,411,0.0036377931148997085,0.0,0.9492151916114168,0.028236113333853084,0.00610320849663669,0.0,0.012807693443193883,K_Scratch,K_Scratch
0,3,0,358,0.03123207978047515,0.003752479564030591,0.5269760703168874,0.4218098780512714,0.006229428184636918,0.003919129852808372,0.006080934249889881,K_Scratch,K_Scratch
0,3,0,384,0.2825897519011179,0.0026256107547162335,0.1428204306702726,0.5204473700866451,0.04368909072247182,0.004755732733352273,0.003072013131424405,Other_Faults,K_Scratch
0,3,0,389,0.15259410770151208,0.04434933386776428,0.022622994618322335,0.40242211777767933,0.3681423428367544,0.000125,0.009744103197967853,Other_Faults,K_Scratch
0,3,0,711,0.038789433600412995,0.001670267811912777,0.7196630097675752,0.18179674483659952,0.02552227148850222,0.0004116999043998311,0.032146572590598034,K_Scratch,K_Scratch
0,3,0,387,0.28852760632490104,0.0024872688980756316,0.14005234775043626,0.5169976429813283,0.04373950681701283,0.004164790567410108,0.004030836660836169,Other_Faults,K_Scratch
0,3,0,650,0.0,0.0,0.998473434871748,0.0013665651282518132,0.0,0.0,0.00016,K_Scratch,K_Scratch
0,3,0,431,0.0021834029376200477,0.0,0.979356728358414,0.010074543678970257,0.0017845755549392324,0.0,0.00660074947005659,K_Scratch,K_Scratch
0,3,0,587,0.05932395907650818,0.004962820031765227,0.530283376376344,0.3257805126756026,0.01249885031132006,0.001270743021072107,0.06587973850738744,K_Scratch,K_Scratch
0,3,0,599,0.0,0.0,0.9969403514257288,0.0028996485742713023,0.0,0.0,0.00016,K_Scratch,K_Scratch
0,3,0,614,3.278688524590164e-05,0.0,0.9837957212852769,0.015312979713573623,0.00015476190476190478,0.0,0.0007037502111415155,K_Scratch,K_Scratch
0,3,0,638,0.0,0.0,0.9965638947025051,0.0031927719641614617,8.333333333333333e-05,0.0,0.00016,K_Scratch,K_Scratch
0,3,0,451,0.0018838433622165606,0.0,0.9921482896216828,0.0049577042495590265,0.0,0.0,0.0010101627665415223,K_Scratch,K_Scratch
0,3,0,592,0.0003105981703026038,0.0,0.9896047787936944,0.009261975587107568,0.0,0.0,0.0008226474488956611,K_Scratch,K_Scratch
0,3,0,642,0.0,0.0,0.9965980580451846,0.003203806756680124,0.0,0.0,0.00019813519813519814,K_Scratch,K_Scratch
0,3,0,375,0.04586320662196888,0.00528823735080709,0.6766580037500209,0.2502315553284156,0.012435536964506309,0.0075372295657775935,0.0019862304185033954,K_Scratch,K_Scratch
0,3,0,518,0.023727982164620492,0.0026432041326802345,0.768924104352327,0.16001418436115042,0.012443519587823642,0.01871637849450398,0.01353062690689505,K_Scratch,K_Scratch
0,3,0,535,0.0033252753091217585,0.0,0.966112922836713,0.023172253177169626,0.0011418798592711635,0.0,0.006247668817724253,K_Scratch,K_Scratch
0,3,0,27,0.16259282482051057,0.10129836658273679,0.010383474319835191,0.30746955578992846,0.4136984299872269,0.0016128767746856623,0.0029444717250761217,Pastry,Pastry
0,3,0,33,0.16348411983767644,0.042640575289996645,0.012754157263510212,0.31720072705853986,0.45472711308166824,0.002404759104799041,0.006788548363809549,Pastry,Pastry
0,3,0,137,0.19019445758566508,0.07448409675602378,0.010203030132677848,0.2919564165658374,0.41225207356820726,0.00040661777738390645,0.020503307614205234,Pastry,Pastry
0,3,0,47,0.3543654997790502,0.02832172894242432,0.000945731747289032,0.26793748510183063,0.32922445074349244,0.0001873873873873874,0.019017716298526142,Bumps,Pastry
0,3,0,132,0.07828823438577355,0.07699578055384572,0.0032515016218323902,0.23664216155497705,0.5965557149756836,3.846153846153846e-05,0.008228145369426053,Pastry,Pastry
0,3,0,88,0.1878758039394886,0.2003849655180834,0.003731768802470702,0.27545601202514364,0.31721516548267387,0.0006544888989836878,0.014681795333156332,Pastry,Pastry
0,3,0,68,0.28235936397824707,0.007900346781595059,0.0033063868656996935,0.4753223797570825,0.2099193931959327,0.000927820983698981,0.020264308437743874,Other_Faults,Pastry
0,3,0,73,0.17829923402721057,0.008868405915271117,0.0020481856725528586,0.48992203139565227,0.28537443136598534,0.0014204718593295701,0.03406723976399792,Other_Faults,Pastry
0,3,0,93,0.28984784826762156,0.019692001139664444,0.034398193427292924,0.5487529333525872,0.08578293265586209,0.002305565724417358,0.01922052543255462,Other_Faults,Pastry
0,3,0,21,0.04858747807192617,0.018197291911025204,0.009170269934749585,0.638716622594461,0.27040066528432705,0.00037501077222280453,0.014552661431287207,Other_Faults,Pastry
0,3,0,59,0.22781753854708323,0.02389993064404378,0.0011308670090806215,0.41905786549873075,0.24286692239332075,0.005151700726708487,0.08007517518103216,Other_Faults,Pastry
0,3,0,24,0.04870320462622633,0.019557056577920368,0.052846912211017893,0.6348125266271191,0.22277331701695816,0.0011307959225834708,0.02017618701817373,Other_Faults,Pastry
0,3,0,127,0.0785985909447697,0.047575462066761054,0.003197875268330045,0.409886974170719,0.4504690193714037,0.0001153846153846154,0.010156693562631748,Pastry,Pastry
0,3,0,26,0.14138516090860015,0.06023481410080766,0.014595895821529991,0.33302442849133324,0.44408608880323813,0.0002819264069264069,0.006391685467564326,Pastry,Pastry
0,3,0,94,0.22849081748701766,0.01619794219182028,0.0330654691516952,0.575572938825464,0.09410820375080682,0.04229553374250991,0.010269094850686259,Other_Faults,Pastry
0,3,0,104,0.04938833219019122,0.03531037390073555,0.005110129078219924,0.30001833347767,0.5936823960005444,7.846153846153847e-05,0.016411973814176598,Pastry,Pastry
0,3,0,320,0.06269941823279804,0.0014747144991216713,0.001989698582705384,0.22121425109769907,0.008287352594448943,0.0002758730158730159,0.7040586919773537,Z_Scratch,Z_Scratch
0,3,0,308,0.09599790927800216,0.002741245699672993,0.00017835696706902613,0.2217078398068019,0.07443344734999405,0.00018451178451178452,0.6047566891139481,Z_Scratch,Z_Scratch
0,3,0,261,0.03523762350750755,0.004343764410528144,0.006366921188908572,0.10813792908197811,0.015581417086451374,0.0,0.8303323447246261,Z_Scratch,Z_Scratch
0,3,0,194,0.06567306843833437,0.0019257597324943592,0.0002333785004516712,0.09056592453019709,0.015398999655273839,0.0,0.826202869143249,Z_Scratch,Z_Scratch
0,3,0,328,0.09003140416101106,0.011483218373074155,0.0006560354374307862,0.2175238728026801,0.13728476769094314,0.00032004485562097003,0.5427006566792397,Z_Scratch,Z_Scratch
0,3,0,174,0.06251454656107777,0.001297932418496619,0.0011832214116179844,0.123634683776028,0.04082800077454581,0.00021873911529083942,0.770322875942944,Z_Scratch,Z_Scratch
0,3,0,258,0.06308659762024901,0.009995779790785274,0.0001490757304710793,0.12486056672842404,0.11791968211609265,5.405405405405406e-05,0.6839342439599243,Z_Scratch,Z_Scratch
0,3,0,333,0.08895033802240712,0.006410495153575871,0.25640683486623245,0.5484007050558958,0.009801207622927929,0.0086380507259668,0.08139236855299425,Other_Faults,Z_Scratch
0,3,0,298,0.03705572005524633,0.007117872548339268,0.00018285714285714286,0.13688035188090725,0.06045112030682977,0.0,0.75831207806582,Z_Scratch,Z_Scratch
0,3,0,336,0.09691940019918717,0.006783190490510422,0.15655146459037264,0.6377808192454046,0.006730541705679225,0.011473271984659578,0.08376131178418658,Other_Faults,Z_Scratch
0,3,0,190,0.06620720675414858,0.0014351601061496112,0.0005859656084656087,0.13422602234457534,0.005013189236092703,0.0002874829931972789,0.7922449729573706,Z_Scratch,Z_Scratch
0,3,0,315,0.04509024116124119,0.0013778251355063477,0.0012609012947220495,0.21642736066172014,0.02616331887348021,0.00024444732520957564,0.7094359055481202,Z_Scratch,Z_Scratch
0,3,0,310,0.06367737568934194,0.0009674848797257052,0.0005838310070525188,0.16853831481000925,0.037820198903003324,0.0,0.728412794710867,Z_Scratch,Z_Scratch
0,3,0,202,0.03788991068215827,0.009316400663908419,0.03164939052576417,0.20492958962718355,0.08453650038743422,0.0,0.631678208113551,Z_Scratch,Z_Scratch
0,3,0,317,0.06458084503453107,0.0011303991152486364,0.0008583141867081122,0.21217653850130672,0.039567654865440775,0.00019636363636363636,0.6814898846604015,Z_Scratch,Z_Scratch
0,3,0,244,0.15657697564231032,0.007205175689102911,0.0011850452507097798,0.2389991554033246,0.05085561115098654,0.0024340100498881937,0.5427440268136783,Z_Scratch,Z_Scratch
0,3,0,206,0.02855190800429501,0.0025661174502874477,0.5253957663025662,0.20422535921312737,0.054132365768816026,0.0,0.18512848326090792,K_Scratch,Z_Scratch
0,3,0,288,0.053910339957092906,0.007951862745938986,0.0010803600398995037,0.15301946748747303,0.06481225249348499,0.00010916442048517519,0.7191165528556259,Z_Scratch,Z_Scratch
0,3,0,301,0.1386069407671636,0.010106930801934975,0.0021621549915524065,0.3822893984391884,0.007685225425319905,0.005508098933154862,0.45364125064168614,Z_Scratch,Z_Scratch
0,3,0,798,0.022737626780027456,0.001078970455597519,0.02842097528496828,0.08236016917668729,0.0032729990168953063,0.8572101582445774,0.0049191010412474034,Stains,Stains
0,3,0,769,0.009377434868235153,0.00015384615384615385,0.03398206032638308,0.07232235438506836,0.0013852232517128154,0.8814268491949948,0.0013522318197609446,Stains,Stains
0,3,0,771,0.00887888008262427,0.00015384615384615385,0.028104064179742937,0.05255365169286055,0.0007632904097799733,0.9086104405117188,0.0009358269694282006,Stains,Stains
0,3,0,768,0.012591221605693566,0.00028524712002972875,0.020090374959224215,0.05716273697839584,0.0008582567337785553,0.9070947085740247,0.0019174540288541212,Stains,Stains
0,3,0,796,0.1704350437003975,0.010888863919663398,0.06029125372283345,0.6464592170781273,0.007781243768669042,0.06162010341319623,0.04252427439711214,Other_Faults,Stains
0,3,0,784,0.015415539635658322,0.00012307692307692307,0.021069005780752256,0.06084691959051204,0.0016314470021165602,0.899930651899126,0.0009833591687591376,Stains,Stains
0,3,0,793,0.017738649361195225,0.00038680028609902384,0.04113118253235184,0.10049763423027022,0.0035304274429143797,0.8331025517354114,0.0036127544117588685,Stains,Stains
0,4,0,1048,0.5273080358572655,0.004244834651731496,0.0017904997107132709,0.3906240131084491,0.067384107758665,0.0015133819690348802,0.007135126944141161,Bumps,Bumps
0,4,0,1237,0.39073379736150776,0.02416887761410726,0.0027027373055968627,0.4435907204956472,0.013826228105539478,0.00513769449685421,0.11983994462074697,Other_Faults,Bumps
0,4,0,1181,0.24578604100845172,0.019202336272860627,0.0017883878381751365,0.3381576549665484,0.36726074124936225,8.800773694390716e-05,0.027716830927657442,Pastry,Bumps
0,4,0,915,0.6976153482610089,0.008247525317160616,0.0,0.23996736507428984,0.03800494410742524,0.0012191912662500896,0.014945625973865317,Bumps,Bumps
0,4,0,1116,0.19220644688324595,0.0102033712073855,0.05716123266789657,0.6750860180909336,0.01309751913103951,0.011699824728310947,0.040545587291187776,Other_Faults,Bumps
0,4,0,1184,0.6978283135553912,0.005659810239533525,0.0,0.2684513633111181,0.016116430311468585,0.0,0.011944082582488734,Bumps,Bumps
0,4,0,1164,0.6519878344372291,0.0015981414683902853,0.0035755048927107753,0.3073541131398079,0.00444252647790452,0.0002751962323390895,0.030766683351618553,Bumps,Bumps
0,4,0,1208,0.7201142887560467,0.008042707003034768,0.0014630548567494668,0.24339971223916812,0.005139973429713322,0.0006498176561384108,0.02119044605915012,Bumps,Bumps
0,4,0,1217,0.7566018276318988,0.013946214150196609,0.0014447131363260395,0.20999637757221862,0.00529468698479641,0.00015940251572327043,0.012556778008841016,Bumps,Bumps
0,4,0,882,0.6513803376098546,0.0005044127657322379,0.0001923076923076923,0.29704106527397256,0.011437690902911002,0.00017194318473517584,0.03927224257048666,Bumps,Bumps
0,4,0,1215,0.6682437245502635,0.010011076801435308,0.00128829650947463,0.28659929400440154,0.008362540513779743,0.0015478244254254125,0.023947243195220395,Bumps,Bumps
0,4,0,1185,0.6951957369219335,0.005566967595490381,0.0008608868528384364,0.2708567441977715,0.013653331770063356,0.0,0.01386633266190396,Bumps,Bumps
0,4,0,989,0.5164062612745589,0.013432425434348659,0.00044160419762464,0.3403157335282792,0.11219251406569085,0.001312374503043874,0.015899086996454457,Bumps,Bumps
0,4,0,870,0.3565722819735453,0.01380717675266818,0.026735884503590646,0.5158396548416088,0.0501152190952907,0.016802296437176675,0.020127486396119068,Other_Faults,Bumps
0,4,0,1212,0.7605786400747886,0.007475079255818467,0.00149796263902567,0.21245845580758174,0.0028769565767501363,0.00023910337042412516,0.014873802275612361,Bumps,Bumps
0,4,0,940,0.6192667883042339,0.006206415680452693,0.0020586586842138914,0.22461452709587892,0.033329472332016025,0.0002,0.114324137903205,Bumps,Bumps
0,4,0,941,0.5627227921516224,0.01747486778628671,0.001888171998930509,0.36614457004091083,0.024065190284717947,0.0009624035824229663,0.026742004155109203,Bumps,Bumps
0,4,0,935,0.2809253484691412,0.013693992547517492,0.001961468171939354,0.3493056688790607,0.19759000669919422,0.00031734394637620444,0.15620617128677036,Other_Faults,Bumps
0,4,0,991,0.512799381693755,0.015616240877898315,0.001846887307450678,0.29271974166991477,0.044350689987565924,0.00028113553113553113,0.13238592293227988,Bumps,Bumps
0,4,0,900,0.4997348390122628,0.006679699344993891,0.0032269662662205096,0.291552171856966,0.06451423977911633,0.11839501824627154,0.015897065494169034,Bumps,Bumps
0,4,0,926,0.41121033934842893,0.013542845617553425,0.003232692373912615,0.3285034157520577,0.12560508806975196,0.00018237547892720307,0.11772324335936858,Bumps,Bumps
0,4,0,897,0.6367605042512554,0.004003161588832851,0.0006215325554948197,0.3220654975962987,0.02408264322923734,0.0018404160278981411,0.010626244750982231,Bumps,Bumps
0,4,0,1245,0.5796474439380246,0.012466748479514716,0.018884425291950068,0.31598127173415663,0.04853826790757191,0.02055075874314197,0.00393108390564046,Bumps,Bumps
0,4,0,1243,0.5168375997332897,0.011725586737544976,0.03608416919241608,0.38576126351335494,0.030592609607949347,0.014543786880629617,0.004454984334815252,Bumps,Bumps
0,4,0,1221,0.3903091738886698,0.05396391949405327,0.004094929195073532,0.37521046110785516,0.11427219653724088,0.0012139847559555393,0.06093533502115162,Bumps,Bumps
0,4,0,1019,0.5601884055112326,0.004517566754314297,0.0006853554493987139,0.35551564250685436,0.027251221050338215,0.00017152961980548186,0.051670279108056,Bumps,Bumps
0,4,0,1264,0.3453959760455597,0.036559972920631345,0.0005141927810170301,0.3634912474457596,0.11168571133570038,0.0017770859791675835,0.14057581349216489,Other_Faults,Bumps
0,4,0,1190,0.31978851177854367,0.04818327726509034,0.049966697912144545,0.4792335959169304,0.05269165997146078,0.019810499006017862,0.030325758149812507,Other_Faults,Bumps
0,4,0,1095,0.22840110263900526,0.07293904614361063,0.03519832944720696,0.4135098928134352,0.22925243825510513,0.002173463258747375,0.01852572744288983,Other_Faults,Bumps
0,4,0,950,0.4232522924811631,0.004285052564160778,0.00016726160122386535,0.4761380659077564,0.06548602135464841,0.0009567322648272132,0.02971457382622055,Other_Faults,Bumps
0,4,0,1097,0.21304374001803816,0.026448689308435018,0.07182222069208778,0.530579918414938,0.10289358110952058,0.0039159388300637355,0.051295911626916955,Other_Faults,Bumps
0,4,0,1172,0.7380646409478173,0.0028893196656528627,0.0011554302496126626,0.2405201150607286,0.0046409622597857,0.00014742211193824098,0.012582109704464646,Bumps,Bumps
0,4,0,1240,0.4474601769200832,0.016276805620469282,0.03306600198570711,0.43888874153915924,0.03861304224128158,0.01406551980104085,0.011629711892258993,Bumps,Bumps
0,4,0,1156,0.3588957927572919,0.02400822370990671,0.015353660008971795,0.45137669860330254,0.049877966084427426,0.0008830655063974247,0.09960459332970246,Other_Faults,Bumps
0,4,0,1155,0.5728473394019362,0.0064778038641171536,0.01890392619674893,0.3253625863842011,0.010482972474463276,0.00023948275862068969,0.06568588891991309,Bumps,Bumps
0,4,0,1249,0.5158880368289359,0.008489018928860592,0.03464419678063194,0.3792641420446649,0.03450490948275193,0.014946271927801642,0.012263424006352905,Bumps,Bumps
0,4,0,1022,0.5928536202516608,0.0033993490696127776,0.0004023809523809524,0.36684531436151274,0.028292212182661137,4.3478260869565214e-05,0.008163644921302894,Bumps,Bumps
0,4,0,1258,0.5222618984871311,0.014311561143254693,0.0011612472831562732,0.38552590354063504,0.05665630331103769,0.0012276669796430272,0.018855419255142527,Bumps,Bumps
0,4,0,1091,0.5035484965457249,0.008544161005150788,0.04370374726853324,0.35598290139115085,0.049358116569821545,0.031779392050883495,0.00708318516873539,Bumps,Bumps
0,4,0,1260,0.47780544076989845,0.015625552121347315,0.0008013753564548558,0.3386614750328178,0.046219364624281174,0.0,0.12088679209520031,Bumps,Bumps
0,4,0,1885,0.2714567602907017,0.004723723250037329,0.0007536294752082033,0.556157656643405,0.1503055049796591,0.0006214979482266725,0.015981227412762224,Other_Faults,Other_Faults
0,4,0,1669,0.39236393196161706,0.01626023868323864,0.001194351233487856,0.4086978450856399,0.03187187322130402,0.0020528728112535885,0.14755888700345887,Other_Faults,Other_Faults
0,4,0,1468,0.3528720480541906,0.021102466019273538,0.046688072198570074,0.4521103542934127,0.08830479985417145,0.03396177198513393,0.004960487595247769,Other_Faults,Other_Faults
0,4,0,1639,0.41923608674329665,0.01710377945343531,0.0004109490238375277,0.44402944264598737,0.01027766615498688,0.0020176910543043365,0.10692438492415202,Other_Faults,Other_Faults
0,4,0,1522,0.10605988462361597,0.07249463334779539,0.008478933368234435,0.4219320615516648,0.2753217010360853,0.007500400599053574,0.10821238547355096,Other_Faults,Other_Faults
0,4,0,1327,0.0745015021541738,0.041166313105163437,0.09047811164904364,0.6748361145524627,0.0869211819790141,0.0016497853449586528,0.03044699121518399,Other_Faults,Other_Faults
0,4,0,1621,0.3577371148795712,0.005605160872310277,0.0030500276242855246,0.4480537878804497,0.14124902967751476,0.0005826202505476952,0.043722258815321206,Other_Faults,Other_Faults
0,4,0,1430,0.4499776795283377,0.002246666018272185,0.0016610702735317786,0.4505307606907811,0.019543203616011185,0.001835020558339886,0.07420559931472674,Other_Faults,Other_Faults
0,4,0,1323,0.14419169512138372,0.03742782119462087,0.017994614926498245,0.48193783885264346,0.30195841402259566,0.0008255218387326958,0.015664094043525385,Other_Faults,Other_Faults
0,4,0,1818,0.16274597525906082,0.16121748471175212,0.007666379031836705,0.40340702379875504,0.22875166787516613,0.0056462431542855865,0.030565226169144134,Other_Faults,Other_Faults
0,4,0,1516,0.08851467491806148,0.17145335052367547,0.1240153201107959,0.3829849014519452,0.15894618048295284,0.00019807439104674125,0.07388749812152354,Other_Faults,Other_Faults
0,4,0,1750,0.06265405241836541,0.0014813750419004695,0.004692225338757346,0.23024991738406297,0.008577052342430079,0.00092443694649577,0.6914209405279889,Z_Scratch,Other_Faults
0,4,0,1597,0.06992972291420069,0.12282885674311236,0.010853254437594542,0.49673543915901647,0.20853606211619716,0.0014978350964943714,0.08961882953338486,Other_Faults,Other_Faults
0,4,0,1764,0.150942247315902,0.008501431151060163,0.10732783774596515,0.6209218343936179,0.012694823597114173,0.0042853057073196366,0.09532652008902014,Other_Faults,Other_Faults
0,4,0,1508,0.08585676804474754,0.019116364975589044,0.02821947779511962,0.7474884612227128,0.08792548473672698,0.0012862873422721701,0.030107155882832377,Other_Faults,Other_Faults
0,4,0,1544,0.1356845860615572,0.024100152191435145,0.07958854817393447,0.718417109571462,0.020285601724896952,0.0038328389360077902,0.018091163340706092,Other_Faults,Other_Faults
0,4,0,1403,0.377518915522592,0.012309101996420895,0.036860235061743754,0.4843102501289976,0.061270960431543446,0.00763890122044499,0.020091635638256757,Other_Faults,Other_Faults
0,4,0,1330,0.07089459986317392,0.004994704461308611,0.12462927657982922,0.751379044717549,0.0022814054437236123,0.009652588858659555,0.036168380075756235,Other_Faults,Other_Faults
0,4,0,1836,0.12434008491509269,0.009228558020709154,0.15629124276156398,0.6593731316624688,0.012190990372426628,0.008240973002903154,0.03033501926483534,Other_Faults,Other_Faults
0,4,0,1539,0.2600488143303221,0.010481766225206851,0.048374112407245186,0.5876156565740265,0.016707871529647065,0.03164884788035503,0.04512293105319721,Other_Faults,Other_Faults
0,4,0,1835,0.14979397756386195,0.011486632409693852,0.149753542030888,0.5127725183416261,0.03683425875937172,0.09245546399176545,0.04690360690279353,Other_Faults,Other_Faults
0,4,0,1572,0.23794292251275795,0.008936724933050418,0.0016810503597533672,0.3664685763793456,0.36165172093063536,0.0005066467878721963,0.02281235809658463,Other_Faults,Other_Faults
0,4,0,1790,0.28324305275210215,0.033410964299815875,0.005977835364591219,0.4459590133450103,0.041573309062509695,0.006965851946481299,0.18286997322948906,Other_Faults,Other_Faults
0,4,0,1581,0.16123018169435613,0.023677273100268285,0.0016889535759681965,0.5326062598433439,0.17928643963239257,0.0005012797738841382,0.10100961237978709,Other_Faults,Other_Faults
0,4,0,1898,0.15939711768995152,0.056647645766060295,0.003112248224210985,0.7246607525132365,0.024085836597626233,0.017163125155036256,0.014933274053878356,Other_Faults,Other_Faults
0,4,0,1780,0.08556087432215097,0.008735857183302975,0.12600621765531908,0.7227642105749348,0.0029396641666069104,0.009257828375111198,0.04473534772257419,Other_Faults,Other_Faults
0,4,0,1690,0.055231252829370275,0.016626746845404085,0.30400633080484063,0.434812964731248,0.0852957131099415,0.0,0.10402699167919591,Other_Faults,Other_Faults
0,4,0,1475,0.37402888809853446,0.005784842571735108,0.0531443213402868,0.5274009645318865,0.013415834705687359,0.012423541998427256,0.01380160675344223,Other_Faults,Other_Faults
0,4,0,1823,0.2557565562683958,0.003708233798463327,0.0018262710213552383,0.41131623289129793,0.022395104432424713,0.005254651026259458,0.299742950561803,Other_Faults,Other_Faults
0,4,0,1922,0.14647379680393938,0.010884073034388993,0.12465301466121015,0.634389720116487,0.01633935464181037,0.0025493861681491325,0.06471065457401547,Other_Faults,Other_Faults
0,4,0,1713,0.2605975729143815,0.03783873983951165,0.0568729872853851,0.5553706671227182,0.07452020344941271,0.006529061308681538,0.008270768079909271,Other_Faults,Other_Faults
0,4,0,1552,0.2986476038233396,0.02212977303895246,0.16445198540237257,0.3857320852600715,0.03281525435339269,0.02614834395007182,0.0700749541717995,Other_Faults,Other_Faults
0,4,0,1276,0.002953397070932242,0.0,0.9638473800759656,0.02893058105757444,0.0014226674162158032,0.0,0.002845974379311911,K_Scratch,Other_Faults
0,4,0,1419,0.3884543484010478,0.006997114489649143,0.014438539498560452,0.31917065109187504,0.05274220534780891,0.006883027903161115,0.2113141132678975,Bumps,Other_Faults
0,4,0,1662,0.26273418273700355,0.12731131103337798,0.013654784615807913,0.4218168813588046,0.13963830814672706,0.00546991818188874,0.029374613926390517,Other_Faults,Other_Faults
0,4,0,1827,0.1150318269560692,0.016409884975821836,0.0995726742357674,0.41195458388024475,0.02847708855436235,0.3122115812159982,0.016342360181736286,Other_Faults,Other_Faults
0,4,0,1469,0.27107058282923596,0.03395933749856404,0.035343941335840755,0.37185736240169986,0.07328710231574079,0.2080267243332409,0.006454949285677695,Other_Faults,Other_Faults
0,4,0,1744,0.10304578591299812,0.012750398291283608,0.14080773249111672,0.6945998510692856,0.008391031918742452,0.009367258683823551,0.031037941632750254,Other_Faults,Other_Faults
0,4,0,1489,0.1152857035831861,0.0072135276084701215,0.013108850707525974,0.7371410375849435,0.1005990823610213,0.001634360602061946,0.025017437552791674,Other_Faults,Other_Faults
0,4,0,1918,0.11837864316819235,0.005185247569633711,0.14745013864212048,0.657791646947438,0.00935017478965972,0.01040173846999785,0.05144241041295806,Other_Faults,Other_Faults
0,4,0,1900,0.17164357760216462,0.05114834075832193,0.0010060179947739137,0.7112570138170359,0.032049225255030935,0.016691168921783503,0.01620465565088888,Other_Faults,Other_Faults
0,4,0,1670,0.4479221100453521,0.05357232266996366,0.002038171068442055,0.44169112181201264,0.022510775860902152,0.0022549976387726193,0.03001050090455469,Bumps,Other_Faults
0,4,0,1579,0.16242879361316404,0.02554361676060802,0.0020711757981904185,0.5393591567479126,0.1686533461053708,0.0005012797738841382,0.10144263120087044,Other_Faults,Other_Faults
0,4,0,1269,0.16668742253167776,0.10269154841039367,0.003471367758686745,0.41706223145785476,0.211519388816609,0.004429106816208985,0.09413893420856931,Other_Faults,Other_Faults
0,4,0,1525,0.1093152265973032,0.05943523615542999,0.009126506670655262,0.3966108403135749,0.29256703125883143,0.0020943184769280365,0.1308508405272777,Other_Faults,Other_Faults
0,4,0,1358,0.10199322325494718,0.009158000282188867,0.322349736589708,0.4107970342719037,0.037530149440374166,0.06025082587329598,0.05792103028758219,Other_Faults,Other_Faults
0,4,0,1433,0.7423919566232039,0.024630099154804876,0.0007876789675337769,0.2066540930834455,0.023131508398134822,0.00027380952380952377,0.0021308542490678134,Bumps,Other_Faults
0,4,0,1560,0.23316324142746678,0.007014318530445407,0.013090920426174447,0.28878403729912294,0.0787972444262672,0.3723748198484252,0.006775418042098218,Stains,Other_Faults
0,4,0,1847,0.14379856964159568,0.07547168398975297,0.015339817795841808,0.5969693444941052,0.1253520302220757,0.00424058123650664,0.03882797262012182,Other_Faults,Other_Faults
0,4,0,1723,0.14363077734834773,0.0024711470371910084,0.11899527327712697,0.6781418179280981,0.019517353126062915,0.004083045514430544,0.03316058576874366,Other_Faults,Other_Faults
0,4,0,1926,0.2036865291080078,0.03712995166782681,0.03930175116299449,0.6129991153726241,0.05803372731651083,0.011512474555397759,0.037336450816637674,Other_Faults,Other_Faults
0,4,0,1933,0.08820126283929058,0.009140941997819101,0.08224580020123684,0.7626480499813714,0.00958019590825244,0.008023410505026274,0.04016033856700336,Other_Faults,Other_Faults
0,4,0,1426,0.5690185282091569,0.0013450242428374734,0.002263964263545198,0.34938628769296076,0.022742733169791696,0.0027506110346446236,0.05249285138706258,Bumps,Other_Faults
0,4,0,1875,0.2459645944047674,0.09626555007028044,0.0007376367474889642,0.6118729267236783,0.02127392908462383,0.006505135343587546,0.017380227625572658,Other_Faults,Other_Faults
0,4,0,1568,0.5002817515928669,0.0069237314572402325,0.000948123524166149,0.40856495234913986,0.047086508533831326,0.0006007568904891229,0.03559417565226683,Bumps,Other_Faults
0,4,0,1631,0.43036726476856485,0.0021387956607055478,0.0,0.4888126708007249,0.07134099400768022,0.0007319652025534379,0.006608309559771559,Other_Faults,Other_Faults
0,4,0,1488,0.1629277749532455,0.005661887450439584,0.02100151112187101,0.7432396346080793,0.037691040630419406,0.00226956250267412,0.027208588733270856,Other_Faults,Other_Faults
0,4,0,1548,0.3923638319284625,0.01167185967675622,0.05291994053787584,0.40672102462941456,0.041348615474358266,0.02981687907119946,0.06515784868193321,Other_Faults,Other_Faults
0,4,0,1894,0.38422876239885445,0.03573037021368493,0.0021526730826428903,0.5180614651280104,0.012717564144212863,0.003389467933973354,0.04371969709862093,Other_Faults,Other_Faults
0,4,0,1474,0.5358545247116541,0.009901765420037808,0.02447341514445174,0.3820928620128391,0.03264274384006217,0.010038234255273944,0.0049964546156811805,Bumps,Other_Faults
0,4,0,1672,0.5594940910904594,0.01867244843801226,0.0003616147750670743,0.3646854707754372,0.030873147569084568,0.0004137786333293308,0.025499448718609534,Bumps,Other_Faults
0,4,0,1289,0.036881294305959156,0.016930375111442627,0.27279416886519686,0.40923721535734975,0.19679212301313273,0.0,0.0673648233469193,Other_Faults,Other_Faults
0,4,0,1655,0.1963127279361431,0.11066681706631852,0.004325949466540556,0.49233608986414046,0.12003725147094023,0.0056398043272014465,0.07068135986871547,Other_Faults,Other_Faults
0,4,0,1909,0.08803379154347996,0.004795950651113032,0.15585640572718487,0.6804903812791818,0.005429152757913638,0.005866172840839895,0.05952814520028611,Other_Faults,Other_Faults
0,4,0,1693,0.06373976079134525,0.08678916401303045,0.010171456118869951,0.5203060521773433,0.25085215530994975,0.00029673836551112197,0.06784467322395078,Other_Faults,Other_Faults
0,4,0,1482,0.036590688814718844,0.012750679045793564,0.007686628486996526,0.6207336797626909,0.3097530253834715,0.00022377622377622378,0.012261522282552322,Other_Faults,Other_Faults
0,4,0,1493,0.15696029581729395,0.01812904141996409,0.05217772448076047,0.6695315169742997,0.07195773395086985,0.0022450707338374843,0.028998616622974687,Other_Faults,Other_Faults
0,4,0,1728,0.17620705959621874,0.004989255134273986,0.10134223733322835,0.6729194106457694,0.023960148659027458,0.01071392346678044,0.009867965164702426,Other_Faults,Other_Faults
0,4,0,851,0.07402833410440773,0.4799864071974506,0.008675092865704647,0.21755574909540426,0.18900461770965465,0.0013556165015279793,0.02939418252585006,Dirtiness,Dirtiness
0,4,0,811,0.15836119305311172,0.07218429477365719,0.011321827655174284,0.48296829731726476,0.2296052013472123,0.0021014191758411587,0.04345776667773903,Other_Faults,Dirtiness
0,4,0,843,0.07615655197759617,0.5436200563375535,0.005919436638109847,0.17468888470358457,0.17702096472349724,0.0015200806886336757,0.021074024931025274,Dirtiness,Dirtiness
0,4,0,845,0.07050360865318264,0.5711561091261137,0.006525592781158621,0.18280282212741242,0.14191182499865163,0.0015981109916639788,0.025501931321816936,Dirtiness,Dirtiness
0,4,0,844,0.07672744873741995,0.47126879755087125,0.017599805775434154,0.2725578284920938,0.11553247870349606,0.0028929417175828434,0.04342069902310215,Dirtiness,Dirtiness
0,4,0,713,0.023252717170020584,0.0,0.8326092105319581,0.1170832213208252,0.006291761784992907,0.0,0.020763089192203495,K_Scratch,K_Scratch
0,4,0,521,0.0007125371111123631,0.0,0.985322880982492,0.011725003233297095,0.00020814000814000814,0.0,0.002031438664958774,K_Scratch,K_Scratch
0,4,0,687,0.0039468533810173055,0.0,0.9515829214965387,0.04007324231309161,0.0016175406881052043,0.0,0.002779442121247395,K_Scratch,K_Scratch
0,4,0,511,0.0025979356759750845,0.0,0.9843238683642196,0.00924924697916262,5.714285714285714e-05,0.0,0.0037718061234996406,K_Scratch,K_Scratch
0,4,0,372,0.046362468423318544,0.0027079384237196965,0.7114961828832199,0.21725630830109194,0.014712915107579176,0.005859707251748681,0.0016044796093221511,K_Scratch,K_Scratch
0,4,0,487,0.002048416084813324,0.0,0.9713393239906339,0.015724669028120128,0.0031913013330831276,0.0,0.007696289563349358,K_Scratch,K_Scratch
0,4,0,604,7.692307692307693e-05,0.0,0.9955130787366885,0.004292351127564884,0.00011764705882352942,0.0,0.0,K_Scratch,K_Scratch
0,4,0,432,0.0037580446180303716,0.0,0.9816012433348834,0.010656072994029061,0.0004949237309327332,0.0,0.0034897153221240965,K_Scratch,K_Scratch
0,4,0,478,0.0016715514830138124,0.0,0.9888602540403508,0.005035815021238662,0.00042857142857142855,0.0,0.004003808026825072,K_Scratch,K_Scratch
0,4,0,524,0.05410931490499861,0.0029263574100596088,0.6620148487040364,0.2228409518220143,0.009150766675323687,0.0013967459004138496,0.04756101458315324,K_Scratch,K_Scratch
0,4,0,672,0.00446060194757729,0.0,0.971282815036681,0.020306346205865942,0.0013414733414733415,0.0,0.0026087634684022966,K_Scratch,K_Scratch
0,4,0,399,0.005737991813610474,0.0,0.9578915392362063,0.029161903224372426,0.001352256794606175,0.0,0.005856308931204396,K_Scratch,K_Scratch
0,4,0,361,0.04553564087732349,0.003581372007679596,0.711091192402953,0.21366751045884835,0.01668360024233767,0.007921310784514336,0.0015193732263434276,K_Scratch,K_Scratch
0,4,0,444,0.0016715514830138124,0.0,0.9929876111659839,0.0027973467844945635,0.0,0.0,0.0025434905665076123,K_Scratch,K_Scratch
0,4,0,452,0.06133996307559033,0.017052122642790577,0.26165768633918646,0.5426597803104757,0.04986092516899533,0.0017166507907458084,0.06571287167221551,Other_Faults,K_Scratch
0,4,0,620,0.0002793702404380936,0.0,0.9953353309117688,0.004258282718760648,6.451612903225807e-05,0.0,6.25e-05,K_Scratch,K_Scratch
0,4,0,390,0.5849344723054516,0.002997866527122402,0.001207987929383278,0.377083123762914,0.02753130386788582,4.651162790697674e-05,0.0061987339793361865,Bumps,K_Scratch
0,4,0,378,0.052371076324178444,0.003363560152800143,0.668204329899496,0.25277085127824933,0.012695411726136696,0.007533553565153568,0.0030612170539858936,K_Scratch,K_Scratch
0,4,0,714,0.017274224188149008,0.0,0.8711109294535986,0.08713686034520371,0.006388473519655701,0.0,0.018089512493393273,K_Scratch,K_Scratch
0,4,0,407,0.01815990795945488,7.272727272727273e-05,0.8677786970003378,0.10275865415196458,0.002796599087227141,0.0,0.008433414528288422,K_Scratch,K_Scratch
0,4,0,479,0.001776922872143641,0.0,0.9672831408312957,0.01872285514637299,0.004441237230519025,0.0,0.0077758439196684214,K_Scratch,K_Scratch
0,4,0,365,0.16586652809193453,0.0020453286053640184,0.361984090235598,0.4233956964615382,0.03832547738763719,0.0032734154558964096,0.005109463762031672,Other_Faults,K_Scratch
0,4,0,678,0.0010592882880375361,0.0,0.9800610551311859,0.01869749339292109,0.00018216318785578748,0.0,0.0,K_Scratch,K_Scratch
0,4,0,656,0.004012307657342828,0.0,0.9477136757845316,0.03992447931463917,0.0035586718004205265,0.0,0.004790865443065455,K_Scratch,K_Scratch
0,4,0,492,0.0009962594791094828,0.0,0.9935729206767375,0.0034095951730061342,0.00023795367273628143,0.0,0.0017832709984105073,K_Scratch,K_Scratch
0,4,0,596,0.0,0.0,0.9956752061928761,0.004207146748300397,0.00011764705882352942,0.0,0.0,K_Scratch,K_Scratch
0,4,0,627,0.0007539649611776413,0.0,0.9928241875532605,0.0052094147403549925,0.00018216318785578748,0.0,0.0010302695573505957,K_Scratch,K_Scratch
0,4,0,475,0.0003981129669769221,0.0,0.9935570361605207,0.004146376388953286,0.0002299961130545838,0.0,0.0016684783704944996,K_Scratch,K_Scratch
0,4,0,494,0.0014582875173779304,0.00013793103448275863,0.9878546760970112,0.004555811343232138,0.0015876504768034953,0.0,0.0044056435310924165,K_Scratch,K_Scratch
0,4,0,659,0.0,0.0,0.9967148003174106,0.0032111256085154156,0.0,0.0,7.407407407407407e-05,K_Scratch,K_Scratch
0,4,0,691,0.0012782353624684812,0.0,0.9847023935901744,0.013901723988533914,0.00011764705882352942,0.0,0.0,K_Scratch,K_Scratch
0,4,0,472,0.0002608695652173913,0.0,0.9947929774728944,0.0033993419427945175,0.00016103059581320451,0.0,0.0013857804232804234,K_Scratch,K_Scratch
0,4,0,412,0.00494229767538901,0.0,0.9759863100381502,0.017148518061867648,0.00034696329254727475,0.0,0.001575910932045517,K_Scratch,K_Scratch
0,4,0,584,0.0009260210164325849,0.0,0.9927942791386988,0.005387883094574994,0.000255578093306288,0.0,0.0006362386569872957,K_Scratch,K_Scratch
0,4,0,641,0.003541547653764898,0.00010896057347670251,0.9516328492442294,0.0314243441186569,0.007225700198289384,0.0,0.006066598211582696,K_Scratch,K_Scratch
0,4,0,628,0.0,0.0,0.9935322868878095,0.006350066053367053,0.00011764705882352942,0.0,0.0,K_Scratch,K_Scratch
0,4,0,608,0.0001196969696969697,0.0,0.9943500849383632,0.004782571033116244,0.00011764705882352942,0.0,0.00063,K_Scratch,K_Scratch
0,4,0,424,0.0006601314406899114,0.0,0.9950525965163705,0.0035122364304038182,0.0,0.0,0.0007750356125356126,K_Scratch,K_Scratch
0,4,0,613,0.0005720378755783949,0.0,0.9898618241789962,0.009283837382924083,0.00011764705882352942,0.0,0.00016465350367789395,K_Scratch,K_Scratch
0,4,0,48,0.6223440771093446,0.007293888100415171,0.0015367227218642313,0.326026000586663,0.03201508786949188,0.0005736035491026417,0.010210620063118628,Bumps,Pastry
0,4,0,75,0.3505992489773916,0.0032231367209866963,0.004476590209124006,0.41457085697258106,0.06551147001293404,0.14642273517902837,0.015195961927954851,Other_Faults,Pastry
0,4,0,113,0.05992249528105461,0.03398386189340396,0.0034034243697002742,0.32686954353735853,0.5647519400888895,0.0,0.011068734829592862,Pastry,Pastry
0,4,0,157,0.12519758859339492,0.016508410680864203,0.003009319929524903,0.18341305751830791,0.2068378249965301,0.0003195926240755657,0.4647142056573025,Z_Scratch,Pastry
0,4,0,34,0.1319262408476742,0.026801310958392638,0.04667966053082514,0.33447874642591485,0.45230264085809385,0.0011545229811358846,0.006656877397964113,Pastry,Pastry
0,4,0,133,0.1089067056176702,0.026991586144628148,0.008851848140553687,0.3614463718814094,0.48297735924789487,0.00026631016042780745,0.010559818807415872,Pastry,Pastry
0,4,0,0,0.16500754292338166,0.01476778270724917,0.0011678206424646904,0.4466034595231138,0.2913503908094524,0.00021282272439767698,0.08089018066994033,Other_Faults,Pastry
0,4,0,76,0.21027071782815238,0.024689115229609385,0.0009740488398471591,0.39225155239699955,0.3207696200573925,0.0006059508184275079,0.0504389948295712,Other_Faults,Pastry
0,4,0,136,0.2387742108201257,0.16598155971211073,0.014817411312622037,0.39091933319601896,0.13975453256996323,0.0066775158647161895,0.04307543652444373,Other_Faults,Pastry
0,4,0,82,0.30876913865159555,0.013634275178156999,0.03157590955254863,0.4451293314534706,0.07605589229500226,0.11279619952947156,0.012039253339754497,Other_Faults,Pastry
0,4,0,22,0.06503279740136138,0.012670516549164594,0.045745637100716136,0.643294123006748,0.22182720449207805,0.0011854309222712148,0.010244290527660209,Other_Faults,Pastry
0,4,0,155,0.1141356442171789,0.01726942840379447,0.008444754325620207,0.19860423942902058,0.17694593141932008,0.0007246573390540738,0.4838753448660123,Z_Scratch,Pastry
0,4,0,38,0.11126335201626047,0.13339195181987928,0.020591785117465965,0.32843806685156257,0.337758459191455,0.0011861164244738687,0.06737026857890309,Pastry,Pastry
0,4,0,140,0.19886719746095982,0.07181406557346298,0.009896103879977441,0.447244795695941,0.14648849462446126,0.0006122665700964303,0.12507707619510147,Other_Faults,Pastry
0,4,0,120,0.03573548798998773,0.07691867297175699,0.008811863382766481,0.3045064141487261,0.5504241941428203,0.0,0.023603367363942515,Pastry,Pastry
0,4,0,28,0.07067282592926329,0.0711302573570013,0.13747556665242916,0.34599637744836415,0.3364925485713599,0.0001016949152542373,0.038130729126328,Other_Faults,Pastry
0,4,0,211,0.052821262591846774,0.007402834267851291,0.007072705925597487,0.14297124208674275,0.04221463767109824,8.966861598440545e-05,0.747427648840879,Z_Scratch,Z_Scratch
0,4,0,235,0.0922111531269055,0.01283628095127513,0.005938361525148825,0.16577592518563408,0.12894462183729202,0.000453933335774768,0.5938397240379698,Z_Scratch,Z_Scratch
0,4,0,304,0.06081610832213351,0.0010869479916594594,0.0018212511259232574,0.16999628306150263,0.0035954612078301145,0.00018716931216931215,0.762496778978783,Z_Scratch,Z_Scratch
0,4,0,268,0.06595577365024834,0.002050059941881708,0.0009341842441647225,0.14063787338837389,0.04874146464880012,0.0,0.741680644126532,Z_Scratch,Z_Scratch
0,4,0,313,0.11363052797797055,0.0013270830955073327,0.001343274098890792,0.2081518453810681,0.04171754822695032,0.020532497433526573,0.6132972237860866,Z_Scratch,Z_Scratch
0,4,0,161,0.04827326572637539,0.008730248137346311,0.0005721862078164599,0.1456739417416669,0.08623722540411007,8.695652173913043e-05,0.7104261762609464,Z_Scratch,Z_Scratch
0,4,0,239,0.2006865253507154,0.004561279361067296,0.0018491858609133401,0.275153915065558,0.020679150464254926,0.005509118120454817,0.49156082577703664,Z_Scratch,Z_Scratch
0,4,0,230,0.08716081354696051,0.000734968734968735,0.0005445345987094601,0.1417056826538085,0.019340061796622655,0.00026321428571428573,0.7502507243832162,Z_Scratch,Z_Scratch
0,4,0,252,0.03448899693904443,0.010656880665075476,0.0019500439201705206,0.14809282287263345,0.025971586203374458,3.7037037037037037e-05,0.7788026323626652,Z_Scratch,Z_Scratch
0,4,0,332,0.07298905523514304,0.007195259416373667,0.3208246346876403,0.45518512835048913,0.011146642973889254,0.004507982387139955,0.1281512969493245,Other_Faults,Z_Scratch
0,4,0,257,0.05672835794774104,0.003941483620696808,0.0001682051282051282,0.10900718487497126,0.0950377490143165,0.0002493496841322928,0.7348676697299374,Z_Scratch,Z_Scratch
0,4,0,316,0.03982929236915031,0.004331072249157392,0.0022715811542677357,0.16771206351277881,0.0057436519513910465,0.0,0.7801123387632556,Z_Scratch,Z_Scratch
0,4,0,306,0.05455822487347104,0.006704363345706983,0.00027025210084033615,0.1524995451520997,0.09126640205262349,0.0,0.6947012124752587,Z_Scratch,Z_Scratch
0,4,0,302,0.10134065185219762,0.003428753539605582,0.005204573197353487,0.17469257244926464,0.02789563400326845,0.0007372676343264578,0.6867005473239848,Z_Scratch,Z_Scratch
0,4,0,200,0.06564800870627366,0.0063390753884793065,0.0005399544433157878,0.15355030831370448,0.10825070328364225,0.0003595055413469735,0.665312444323238,Z_Scratch,Z_Scratch
0,4,0,273,0.1730429733341163,0.008665989553743808,0.0031309430062965737,0.27365513609229186,0.01802464205021508,0.004714598166861711,0.5187657177964747,Z_Scratch,Z_Scratch
0,4,0,183,0.02818226248657231,0.01011618380341467,0.00249030353041655,0.14855713781838228,0.01619181739410555,8.966861598440545e-05,0.7943726263511244,Z_Scratch,Z_Scratch
0,4,0,267,0.10357383665744913,0.0026411744733746034,0.00653000516088962,0.18992981125945171,0.02103552126412476,0.0016348016843890068,0.6746548495003214,Z_Scratch,Z_Scratch
0,4,0,266,0.06519675221165742,0.0010991727596955548,0.0009955791361847262,0.10616381367663984,0.0186657918625276,0.00040130952380952383,0.8074775808294855,Z_Scratch,Z_Scratch
0,4,0,750,0.015883860199125004,0.0011427635311760948,0.03755063430804992,0.0647677420830586,0.002217767073568477,0.8748829144501962,0.003554318354826805,Stains,Stains
0,4,0,803,0.022733938909818136,0.0,0.029564197205438757,0.05578457359386654,0.0008359370648844334,0.8900938776516902,0.0009874755743027016,Stains,Stains
0,4,0,781,0.024508924254341674,0.00038351461111751667,0.02361405776431999,0.0531979995404953,0.000560263701440172,0.8958413056920165,0.001893934436269269,Stains,Stains
0,4,0,757,0.015594985976168374,0.0,0.03919768492735086,0.036865173116781676,0.0002880147227973315,0.9074931324319636,0.000561008824938674,Stains,Stains
0,4,0,748,0.01315280385473841,0.0,0.03362358036568402,0.02622164043736774,0.00035678535678535677,0.9262723510986266,0.0003728388867985005,Stains,Stains
0,4,0,744,0.03338011806152506,0.00407318302643298,0.032288730580379336,0.11720125017192556,0.0040349134996488815,0.806160948652259,0.0028608560078288853,Stains,Stains
0,4,0,802,0.01482205668125616,0.0,0.03316759690425915,0.03716804524389885,0.0003951418951418951,0.9139028053942634,0.0005443538811810085,Stains,Stains
0,5,0,1241,0.34479147557244205,0.009159939971037742,0.062165557901811934,0.5136522540892675,0.049612451212671306,0.005895687885926393,0.014722633366843109,Other_Faults,Bumps
0,5,0,1119,0.3295856923003271,0.01625218373814696,0.01837262994045285,0.4540067863067317,0.15371021883505104,0.007120379118209006,0.020952109761081607,Other_Faults,Bumps
0,5,0,1248,0.5248107739877066,0.0283449235279979,0.03151902470565628,0.37290349821776797,0.021514334721957656,0.017398926298543914,0.0035085185403702377,Bumps,Bumps
0,5,0,1174,0.7666866010089808,0.0015830086907066686,0.003763603287053917,0.21316179649858047,0.008133885545883282,0.0005402392939157645,0.006130865674878782,Bumps,Bumps
0,5,0,956,0.542441379505595,0.01391411805094105,0.00960078764884492,0.3452738731148811,0.07192049595212444,0.0,0.016849345727613593,Bumps,Bumps
0,5,0,919,0.5639623321509165,0.004151559435958869,0.004392275944904081,0.34886555320312784,0.054410406877570386,0.0007316141900309306,0.023486258197491165,Bumps,Bumps
0,5,0,1150,0.4807423300480743,0.02802116126116498,0.008839032157653682,0.44413413170951344,0.007823769629756958,0.003958662515572134,0.026480912678264402,Bumps,Bumps
0,5,0,1139,0.5498020449887874,0.00036105058556815106,0.001441965286299119,0.36164496165468146,0.05158608833272892,0.00023996391873872458,0.03492392523319592,Bumps,Bumps
0,5,0,1133,0.39123653150383964,0.010583487446061154,0.05472251014519246,0.46620872461419016,0.06189219111665866,0.00763720411270792,0.007719351061349992,Other_Faults,Bumps
0,5,0,1141,0.5987090942875636,0.0012623189795355199,0.0029930275686454026,0.3149803603512422,0.011680596581776177,9.899888765294772e-05,0.07027560334358353,Bumps,Bumps
0,5,0,923,0.6772626195304773,0.0016786067625540846,0.002317540852584412,0.21504104782274835,0.03367700305469159,0.0002139255702280912,0.06980925640671623,Bumps,Bumps
0,5,0,1024,0.366362695272396,0.017404208117111842,0.0008006007545679227,0.3532639014789087,0.2123098321288518,0.00025890175890175895,0.04959986048926246,Bumps,Bumps
0,5,0,933,0.77234036652966,0.0015613613684004157,0.003166787990076277,0.19889923533373266,0.018228405092746883,0.000897569774351835,0.004906273911031966,Bumps,Bumps
0,5,0,1124,0.42244656502871625,0.012717825769574007,0.038246280719618005,0.45457258527955385,0.040714030216929355,0.01648505564212392,0.014817657343484097,Other_Faults,Bumps
0,5,0,1114,0.19444329364858098,0.010143329834192532,0.08716918201888345,0.6099525686802657,0.018646114789112093,0.015196506277627815,0.06444900475133764,Other_Faults,Bumps
0,5,0,1088,0.12580936464323808,0.10938333164311326,0.05373143090696951,0.5523116038117769,0.1252591915394527,0.003185556478851907,0.03031952097659803,Other_Faults,Bumps
0,5,0,1144,0.5536382122966829,0.00443291752407635,0.006269026453336883,0.3899533072179322,0.03927820217553514,0.00020855614973262033,0.006219778182703475,Bumps,Bumps
0,5,0,1027,0.6085346010575364,0.005788132070957432,5.263157894736842e-05,0.3490116649106237,0.026522973954777283,0.0014339860534670163,0.008656010373690157,Bumps,Bumps
0,5,0,1160,0.5994162149545665,0.0021016303093677703,0.0038031011615120864,0.2987971858409467,0.010981883103495522,5.128205128205128e-05,0.08484870257882894,Bumps,Bumps
0,5,0,875,0.10769199153329838,0.057814698743603996,0.020523065181250563,0.3516298667024267,0.4530602916842879,0.0018078507445682098,0.007472235410563968,Pastry,Bumps
0,5,0,868,0.35957091056249735,0.006543928473611835,0.0033861682661874247,0.39815928690130176,0.22023253633040865,0.00079464193575133,0.01131252753024211,Other_Faults,Bumps
0,5,0,1047,0.573992489228721,0.0035065411630634384,0.00496007180747079,0.36742940199408247,0.014837252024170234,0.0006024293505944983,0.034671814431897374,Bumps,Bumps
0,5,0,1073,0.4716176832850255,0.003258675999521344,0.00032112777337129446,0.37190981607718426,0.05991802386961538,0.0045530654963001705,0.08842160749898215,Bumps,Bumps
0,5,0,1021,0.20477799037829955,0.01620877100666912,0.003617123483538806,0.41172616613050333,0.34180561959475764,0.0001316017316017316,0.0217327276746297,Other_Faults,Bumps
0,5,0,1186,0.6755038718768483,0.014042344793485161,0.01531330912314247,0.2684613395459551,0.01852004484522443,0.0,0.008159089815343768,Bumps,Bumps
0,5,0,927,0.5723652898980981,0.0008891284031773526,0.00982145808392475,0.2299533252767095,0.02439179158907486,4.7619047619047614e-05,0.162531387701396,Bumps,Bumps
0,5,0,1163,0.642542038099422,0.007923668100984759,0.0055163083071060786,0.31823268776912284,0.0083728695303775,0.001497459140620831,0.01591496905236519,Bumps,Bumps
0,5,0,1025,0.6115032096986216,0.005170758827087373,0.000912169551389504,0.3458296562097564,0.030381533801479295,0.0007985551817553096,0.005404116729909636,Bumps,Bumps
0,5,0,1175,0.7342918664640788,0.0017503945959335162,0.0032174015429026794,0.24839753294595288,0.007424523092222458,0.0004892589017589017,0.004429022457150549,Bumps,Bumps
0,5,0,899,0.5734885356871587,0.001017974812777668,0.0005451416207710464,0.31627955998807133,0.04422082087310093,0.001602577181092631,0.06284538983702662,Bumps,Bumps
0,5,0,1125,0.1389117662885571,0.024604844123603923,0.0641626902621454,0.7017101351053433,0.03419751153214244,0.00968255058966576,0.02673050209854308,Other_Faults,Bumps
0,5,0,1101,0.26847588050771864,0.021396179526497097,0.02763313835961221,0.5163455134773581,0.1237639230085548,0.017146376566489253,0.025238988553770283,Other_Faults,Bumps
0,5,0,881,0.6321509971820575,0.003047246219678625,0.012018713052090364,0.315394761305006,0.022400472595574542,0.0002781015632059275,0.014709708082386454,Bumps,Bumps
0,5,0,1099,0.2075816329231464,0.023495677590221968,0.04037107884531253,0.683444262860539,0.017805109834989268,0.004584563566345024,0.022717674379445402,Other_Faults,Bumps
0,5,0,1183,0.6591895117817878,0.005520011773650053,0.017222354123827454,0.2940634549564431,0.012676629714139022,0.0,0.011328037650151997,Bumps,Bumps
0,5,0,1222,0.6469136066557954,0.008908283329339602,0.0025038225849077036,0.2865740135511071,0.00989039002152795,0.00023737373737373738,0.04497251011994851,Bumps,Bumps
0,5,0,1038,0.6201290999040118,0.02725485455245494,0.004724462435410059,0.30843024909969907,0.01397139276671697,0.0019039626827467907,0.02358597855896049,Bumps,Bumps
0,5,0,911,0.30324117899524367,0.02591629956534663,0.004390474104970574,0.3265955022010029,0.3097730465502918,0.0001453242098403389,0.0299381743733037,Other_Faults,Bumps
0,5,0,1251,0.4101188863007639,0.006144221825453747,0.06644358497304936,0.4620228821317563,0.04047982960840782,0.005756141740190405,0.009034453420378664,Other_Faults,Bumps
0,5,0,1238,0.3600875449129134,0.011677699320964548,0.11195821935457456,0.46129657779777195,0.018018808171109194,0.024681810962035935,0.012279339480630608,Other_Faults,Bumps
0,5,0,1567,0.1787370585114612,0.01699350983340663,0.0011480961485137687,0.358604614819078,0.11657351623291305,0.001500247235692492,0.32644295721893485,Other_Faults,Other_Faults
0,5,0,1648,0.0907996591060048,0.00519867411779162,0.011239298789912621,0.1629082509410516,0.030728551152429066,0.6931551479258996,0.005970417966910203,Stains,Other_Faults
0,5,0,1300,0.0443864414780231,0.021224624002382654,0.005202151776100776,0.5293027934147122,0.3908317085964533,0.0001606060606060606,0.008891674671721623,Other_Faults,Other_Faults
0,5,0,1840,0.11554646026832249,0.045106085788362886,0.10437364051138545,0.6423447856433109,0.03940417415598536,0.005561296619892123,0.04766355701274111,Other_Faults,Other_Faults
0,5,0,1687,0.13022181687605286,0.012645143622266814,0.09003403199051939,0.6527826846261562,0.026424950600353058,0.0271885310287946,0.06070284125585659,Other_Faults,Other_Faults
0,5,0,1441,0.3901072101696495,0.0060324181185454255,0.00024779196716157395,0.422815428088628,0.17056724300127973,0.0014749246016687878,0.008754984053067426,Other_Faults,Other_Faults
0,5,0,1502,0.06938452683593628,0.014540966538071692,0.05341293839043548,0.6773096298798298,0.14775748084971954,0.00011046410998194992,0.03748399339602594,Other_Faults,Other_Faults
0,5,0,1861,0.4695785322478581,0.0038750237460024855,0.0054979673810076546,0.4376684300901483,0.06828819656692643,0.00041155195215916273,0.014680298015897928,Bumps,Other_Faults
0,5,0,1306,0.04870305979608402,0.027913724893270916,0.004477635363093842,0.5067146053371576,0.3998478048393352,0.0001606060606060606,0.01218256371045238,Other_Faults,Other_Faults
0,5,0,1622,0.22759089386332193,0.05393938203357324,0.004160543043437206,0.6589907343492,0.02635017670919997,0.006268981322173675,0.022699288679093516,Other_Faults,Other_Faults
0,5,0,1404,0.24637758665675438,0.0032013941164455864,0.12389259610415773,0.5851378235905722,0.027056020213816173,0.009232004489279456,0.005102574828974768,Other_Faults,Other_Faults
0,5,0,1826,0.18255082966947728,0.037850510067189126,0.01547137622552513,0.5506264911611443,0.050670855626691116,0.13274621475045303,0.03008372249952009,Other_Faults,Other_Faults
0,5,0,1911,0.08246230474982079,0.004879288998978545,0.25792332826172115,0.5397075942837968,0.006732208039323952,0.004521326497207059,0.10377394916915142,Other_Faults,Other_Faults
0,5,0,1527,0.2148937022871358,0.012496437376436687,0.06344944534500226,0.48271356348512984,0.20819441891544568,0.013859386389204847,0.004393046201644962,Other_Faults,Other_Faults
0,5,0,1829,0.11118897418976896,0.01203061670986416,0.12824013419766167,0.6565357452276558,0.035267945992889786,0.008756467237311326,0.04798011644484829,Other_Faults,Other_Faults
0,5,0,1378,0.34659911948588334,0.06033841976802715,0.01105738705059697,0.496250971335161,0.01826525744632776,0.00892101803940403,0.05856782687459992,Other_Faults,Other_Faults
0,5,0,1808,0.22769226695146894,0.0037436242875344243,0.006116043096402952,0.2171202672671604,0.061320670626397504,0.00033337269544433734,0.48367375507559185,Z_Scratch,Other_Faults
0,5,0,1436,0.46055196818256433,0.000738184482948615,0.0006047307236260724,0.4398464797766961,0.0732577009643661,0.000745697896383434,0.024255237973415326,Bumps,Other_Faults
0,5,0,1709,0.0549007618935347,0.024721637716316865,0.09682319935698165,0.6299972745980825,0.12463151865216855,0.0006882008474547929,0.06823740693546117,Other_Faults,Other_Faults
0,5,0,1917,0.07562536081768303,0.004252671186912929,0.1723600345864436,0.6547071821670992,0.011002859606901007,0.015125958306868588,0.06692593332809199,Other_Faults,Other_Faults
0,5,0,1341,0.5622624953885589,0.02755826414312438,0.010538622761358049,0.29886913937292975,0.06094561019855522,0.034779515196810086,0.005046352938663379,Bumps,Other_Faults
0,5,0,1580,0.16048854482522945,0.009483244623342303,0.005449579459181853,0.5413458425052746,0.1335116468324192,0.0005154833226409611,0.14920565843191164,Other_Faults,Other_Faults
0,5,0,1422,0.4737554582378825,0.005196279571401655,0.0030134094746049663,0.4558707408695002,0.020706037928281417,0.0060134281065638605,0.03544464581176492,Bumps,Other_Faults
0,5,0,1905,0.07428539060425238,0.010175907376180782,0.02597326242303972,0.2226032747451289,0.024030278807782697,0.6390664600512026,0.0038654259924129886,Stains,Other_Faults
0,5,0,1303,0.11234186698611597,0.008658378991287023,0.023568532296546808,0.5803137393566371,0.2620780770363024,0.0011629573513405095,0.011876447981769836,Other_Faults,Other_Faults
0,5,0,1578,0.17122220985975564,0.01026050068805355,0.0020903095061837996,0.4283933972103494,0.2877105659328852,0.0,0.1003230168027724,Other_Faults,Other_Faults
0,5,0,1664,0.471717975786791,0.003298857873981022,0.015469844177177516,0.4308749443789007,0.061797640001237636,0.0009580458660577023,0.01588269191585442,Bumps,Other_Faults
0,5,0,1310,0.1154147853716174,0.005580042254488468,0.0007458110790246403,0.25450747220100883,0.20103276382378815,0.0007310445713975841,0.4219880806986747,Z_Scratch,Other_Faults
0,5,0,1688,0.08578708682833441,0.04235181364737151,0.05627056967967751,0.5151343536702122,0.22060665654694955,0.00046830280830280823,0.07938121681915225,Other_Faults,Other_Faults
0,5,0,1491,0.05454393921213931,0.010334611201369276,0.017124866312858384,0.6788837336725968,0.22347606010048285,0.00040694858680339626,0.015229840913750113,Other_Faults,Other_Faults
0,5,0,1280,0.28451175644867455,0.0023006611453728234,0.005026243862581846,0.4303667187571328,0.2652196701276524,0.00026424874935311365,0.012310700909232829,Other_Faults,Other_Faults
0,5,0,1504,0.06381708979861166,0.052400152842469454,0.10897718154574759,0.5553392709042422,0.09602032870101036,0.001178699231985365,0.12226727697593366,Other_Faults,Other_Faults
0,5,0,1718,0.15567097585246809,0.003370464485271913,0.09033883659469787,0.7134319631842542,0.019871523869343623,0.007982385316182238,0.009333850697782135,Other_Faults,Other_Faults
0,5,0,1322,0.07472973944460828,0.03597444807616682,0.049967128308035354,0.6974767511693819,0.1118273552340915,0.002350824625830006,0.027673753141886085,Other_Faults,Other_Faults
0,5,0,1324,0.05694900990652384,0.0024615253968565762,0.08743938940543589,0.8166375457087426,0.00763867251547178,0.0062618978984038615,0.022611959168566093,Other_Faults,Other_Faults
0,5,0,1305,0.04503933273960349,0.0180241337628343,0.005144338881645608,0.5796404348019917,0.3395633568259175,0.00030694752402069474,0.012281455463986603,Other_Faults,Other_Faults
0,5,0,1706,0.04727297898359287,0.023428399082073052,0.028661640026316538,0.6686968193342275,0.2062849150649276,0.00037170981493800305,0.025283537693924923,Other_Faults,Other_Faults
0,5,0,1921,0.08953084827113834,0.012113355787514447,0.11211054682299516,0.6984494321875521,0.005129540176821121,0.012469071460154128,0.07019720529382464,Other_Faults,Other_Faults
0,5,0,1746,0.27722163080167955,0.003270471846197453,0.0008110216103029255,0.5025085154915785,0.0644395458327565,0.00881559400887368,0.14293322040861148,Other_Faults,Other_Faults
0,5,0,1571,0.5172226498766576,0.0007145201890267576,0.004476889065664157,0.3884298002904032,0.06111128141755435,0.0004179917169118707,0.02762686744378164,Bumps,Other_Faults
0,5,0,1480,0.07711594196698839,0.010898078200544776,0.0458174965814033,0.7466617702073244,0.0937408597869634,0.0004265294839065331,0.02533932377286901,Other_Faults,Other_Faults
0,5,0,1467,0.26498992298216295,0.00844627276347163,0.07625257334229135,0.5677421254964823,0.058166240278622015,0.01205709661502527,0.012345768521944477,Other_Faults,Other_Faults
0,5,0,1924,0.14095728897059023,0.011205789055345907,0.1422405438653836,0.6090014913003277,0.02505609442278325,0.0035307106440618016,0.06800808174150715,Other_Faults,Other_Faults
0,5,0,1686,0.12448364685048659,0.017121250051748645,0.10023895598749112,0.6208873775716314,0.028841720782068602,0.03454286757055874,0.07388418118601407,Other_Faults,Other_Faults
0,5,0,1615,0.404302999533905,0.022088799877509575,0.013763690074301798,0.46997412894617263,0.025523967819805864,0.009143737902610296,0.05520267584569516,Other_Faults,Other_Faults
0,5,0,1536,0.47333549188557594,0.009925405979047402,0.011500069699047322,0.3385993629284692,0.015802743327561014,0.0003360671473879021,0.15050085903291086,Bumps,Other_Faults
0,5,0,1455,0.3840930512293597,0.01784496682649518,0.015111885117097584,0.4590319923034158,0.08740890977398419,0.027586488963584285,0.008922705786063731,Other_Faults,Other_Faults
0,5,0,1940,0.49606732258244013,0.007374250642410582,0.004817670850483237,0.39791556547872103,0.013891941682363124,0.007631190272022269,0.07230205849155946,Bumps,Other_Faults
0,5,0,1538,0.18931901206216747,0.04515747559347964,0.002699893095049147,0.7220371129406533,0.015430194479746974,0.011379519483365222,0.01397679234553819,Other_Faults,Other_Faults
0,5,0,1368,0.43595620767845905,0.027571498072712124,0.001677510134431179,0.49323584617751787,0.006617103367086023,0.004792749657882547,0.03014908491191085,Other_Faults,Other_Faults
0,5,0,1864,0.2109453011527645,0.05414041351603709,0.003948105113142818,0.6835710992362493,0.028253769895091894,0.005625580821700363,0.013515730265013398,Other_Faults,Other_Faults
0,5,0,1407,0.5132870305583593,0.0009505522467593723,0.0007387512872991669,0.4495720749549104,0.02853148140271913,0.002190962983168113,0.0047291465667845724,Bumps,Other_Faults
0,5,0,1530,0.39107234186250533,0.0010244216094635222,0.002404844954665626,0.2933367317049302,0.15262361382833334,0.0005338633564440016,0.15900418268365804,Bumps,Other_Faults
0,5,0,1376,0.08309133395911741,0.0031629918131802015,0.36327084874418164,0.45687850231396854,0.026050004948632313,0.0004572491640334295,0.06708906905688694,Other_Faults,Other_Faults
0,5,0,1802,0.29017050223686974,0.0028543048927161074,0.001023359893008199,0.5073044602220399,0.1202254578940436,0.008306628021372555,0.07011528683995027,Other_Faults,Other_Faults
0,5,0,1882,0.3263341108901903,0.012463832877518984,0.005755196801286958,0.47112787156788866,0.03052179055351231,0.002293777258153381,0.15150342005144896,Other_Faults,Other_Faults
0,5,0,1783,0.0957316614348932,0.0693218943567529,0.08837519506484755,0.6366693927591649,0.05069670059550792,0.0030568763944547306,0.05614827939437869,Other_Faults,Other_Faults
0,5,0,1565,0.14167234317551541,0.009318948815313631,0.3323500306185596,0.4534703861880331,0.013026015633600046,0.0017823736574689264,0.048379901911509246,Other_Faults,Other_Faults
0,5,0,1490,0.07444684842443904,0.013234701946275575,0.03733988366561516,0.7582305563214312,0.09641098315108472,0.0003514594558953287,0.01998556703525871,Other_Faults,Other_Faults
0,5,0,1363,0.0849194381516801,0.007013929017618246,0.2823926128352926,0.585626501992349,0.023483711896118607,0.0013951079372805711,0.015168698169660782,Other_Faults,Other_Faults
0,5,0,1383,0.16157011171748842,0.01162144319845453,0.19624271502682314,0.5237689743756708,0.01371451218470475,0.0018983594033720888,0.09118388409348586,Other_Faults,Other_Faults
0,5,0,1817,0.25012196088239563,0.07715905559962348,0.005265189181513569,0.4328154602391481,0.17202965423590766,0.009822026490511322,0.05278665337090092,Other_Faults,Other_Faults
0,5,0,1344,0.14850836775205573,0.10775101425114683,0.0030182973161959684,0.47332150331657435,0.22188229773660462,0.0015820492327141985,0.04393647039470891,Other_Faults,Other_Faults
0,5,0,1281,0.22450889837477586,0.022092155905843378,0.00643520034276254,0.3936067657617455,0.3347303080520121,0.00010087976539589443,0.018525791797464528,Other_Faults,Other_Faults
0,5,0,1883,0.2697635365203764,0.12040978116060184,0.006173092678419816,0.538500437925186,0.03553032586047605,0.00822903076931304,0.021393795085626353,Other_Faults,Other_Faults
0,5,0,1681,0.17241744691977443,0.1520879065518369,0.019021590012752807,0.4778732047481181,0.14567261582604132,0.0022289728202919586,0.030698263121184344,Other_Faults,Other_Faults
0,5,0,1848,0.09457318203540728,0.05219925146589425,0.034300120564407906,0.6838456043478677,0.08465250819717308,0.0036560725107477074,0.04677326087850185,Other_Faults,Other_Faults
0,5,0,824,0.14129453037892217,0.4213674320194195,0.007485634616727412,0.2757890853343951,0.1351322290608539,0.001545170175994705,0.017385918413687262,Dirtiness,Dirtiness
0,5,0,817,0.07091562866371676,0.12499957119274778,0.026929800139221576,0.3361594636777259,0.4275749094742589,0.004256102274296348,0.009164524578032041,Pastry,Dirtiness
0,5,0,831,0.3194357506105676,0.10885600545133882,0.0035275909613637878,0.4963555852676809,0.044142846074428504,0.01087654710595382,0.016805674528666582,Other_Faults,Dirtiness
0,5,0,837,0.24403907188964002,0.020871705191535445,0.016322483740587732,0.3805197191167998,0.14235716934188467,0.00021333333333333333,0.19567651738621866,Other_Faults,Dirtiness
0,5,0,855,0.06007328663698824,0.5551998140297385,0.00788616301994386,0.17588972801796993,0.1830434775193171,0.0013922821921423941,0.01651524858389978,Dirtiness,Dirtiness
0,5,0,838,0.3183182677047124,0.004629046042986175,0.02248693052928099,0.43606605758262973,0.1550146879975444,0.0007188351539395183,0.06276617498890714,Other_Faults,Dirtiness
0,5,0,612,0.0016996880992165184,0.0,0.9592168761999463,0.035709787283712296,0.00020168067226890757,0.0,0.0031719677448553358,K_Scratch,K_Scratch
0,5,0,440,0.0011970756877842808,0.0,0.985715694428245,0.010018951834981025,0.00028940368525414713,0.0,0.002778874363735513,K_Scratch,K_Scratch
0,5,0,474,0.0005431400840932916,0.0,0.9986603227701865,0.0005508798991557613,0.0,0.0,0.0002456572465646876,K_Scratch,K_Scratch
0,5,0,611,0.0004418566092893403,0.0,0.9860618072702858,0.012369347455882161,0.0,0.0,0.0011269886645422173,K_Scratch,K_Scratch
0,5,0,615,0.0004837557236199002,0.0,0.9938826117321637,0.005195654229222037,0.0,0.0,0.000437978314994444,K_Scratch,K_Scratch
0,5,0,727,0.021980217511684812,0.0001437246963562753,0.779943325599418,0.1714394833402909,0.012253225028051687,0.0,0.014240023824198497,K_Scratch,K_Scratch
0,5,0,397,0.020682189129916085,0.0001437246963562753,0.7866288643208134,0.16392781525084285,0.01358482949795403,0.0,0.015032577104117402,K_Scratch,K_Scratch
0,5,0,486,0.0018249135924266956,0.0,0.9554586549015086,0.02690393140474652,0.0061733681977253875,0.0,0.009639131903592932,K_Scratch,K_Scratch
0,5,0,425,0.05613995092088821,0.003316624167158445,0.301712885274203,0.5388405296072609,0.010784886313388996,0.004527104966616206,0.08467801875048404,Other_Faults,K_Scratch
0,5,0,543,0.002902773437006942,0.0,0.9658000917777874,0.02789788792091886,0.0003312353281393529,0.0,0.003068011536147573,K_Scratch,K_Scratch
0,5,0,651,0.0006811952861952861,0.0,0.9894966862471984,0.009053217902882518,0.00031932773109243697,0.0,0.0004495728326313034,K_Scratch,K_Scratch
0,5,0,725,0.008084670480536123,0.0004881051221320498,0.9308373157932847,0.042134573013248335,0.0042141324043150526,0.0012552568289410392,0.012985946357542789,K_Scratch,K_Scratch
0,5,0,690,0.0012542453014794325,0.0,0.9780987089137149,0.020594414205858114,0.0,0.0,5.263157894736842e-05,K_Scratch,K_Scratch
0,5,0,735,0.04411612655786072,0.0007864645858343338,0.6999853691481236,0.21930539915770295,0.012957417799144319,0.0,0.02284922275133462,K_Scratch,K_Scratch
0,5,0,688,0.10493497095486275,0.011247776384922756,0.19499478958965308,0.5666413094419877,0.021394851951507903,0.007004166694554149,0.09378213498251187,Other_Faults,K_Scratch
0,5,0,664,0.0014395505336447442,0.0,0.9599762850541506,0.0363808966381975,0.0,0.0,0.002203267774006838,K_Scratch,K_Scratch
0,5,0,398,0.0020791452420474517,0.0,0.9786574819941191,0.01427118374224888,0.001408527546825419,0.0,0.0035836614747588283,K_Scratch,K_Scratch
0,5,0,706,0.0024569373651454245,0.0,0.9391147813443124,0.055267750584487824,7.692307692307693e-05,0.0,0.003083607629130835,K_Scratch,K_Scratch
0,5,0,618,0.00024090909090909092,0.0,0.9957842707731898,0.0037525979136788594,0.0,0.0,0.0002222222222222222,K_Scratch,K_Scratch
0,5,0,435,0.0015910291723890166,0.0,0.9646305332780988,0.02260650154775475,0.002883390140355062,0.0,0.00828854586140221,K_Scratch,K_Scratch
0,5,0,437,0.0025393351906253664,0.0,0.9825127280605026,0.011484646071643559,0.0005474682013831793,0.0,0.0029158224758451183,K_Scratch,K_Scratch
0,5,0,393,0.0032633780815722823,0.0,0.9675395223966922,0.02171586218970787,0.0023682712775572987,0.0,0.005112966054470134,K_Scratch,K_Scratch
0,5,0,457,0.00046583033671134357,0.0,0.9920490305452495,0.006249131163282765,7.692307692307693e-05,0.0,0.0011590848778334135,K_Scratch,K_Scratch
0,5,0,428,0.001632779777899355,0.0,0.9818468689598933,0.01207881442587289,0.0007707327417208904,0.0,0.003670804094613418,K_Scratch,K_Scratch
0,5,0,720,0.02843583236237603,0.0003162393162393162,0.7239055627965432,0.2078570612046549,0.012493619341625056,0.0,0.0269916849785615,K_Scratch,K_Scratch
0,5,0,359,0.057779165183621056,0.004005032820465096,0.6365385612569876,0.2675015560883243,0.025470374029807202,0.006118481029537995,0.0025868295912572985,K_Scratch,K_Scratch
0,5,0,732,0.05384484780690981,0.0008148130384988959,0.6017875688425547,0.29570791279416614,0.018649097996507973,0.00046701040603479624,0.02872874911532741,K_Scratch,K_Scratch
0,5,0,661,0.0008988209899379314,0.0,0.9766172526403508,0.021282714753497998,0.0,0.0,0.0012012116162131495,K_Scratch,K_Scratch
0,5,0,593,0.0527432343592288,0.004161848314628764,0.6415433643711725,0.22961842128489685,0.008253750132495867,0.0023093245988129595,0.0613700569387645,K_Scratch,K_Scratch
0,5,0,654,0.02446569321862841,0.00131312525010004,0.04480361542347759,0.06933548668663622,0.00776516351639159,0.8446565995351387,0.0076603163696263785,Stains,K_Scratch
0,5,0,630,0.0005428879892037787,0.0,0.9914743511269897,0.006992275510270319,0.00046907563025210084,0.0,0.0005214097432840035,K_Scratch,K_Scratch
0,5,0,360,0.04656145965574192,0.003374393628187682,0.6823670928224042,0.24902385487812342,0.011658969347227809,0.006170506054740799,0.0008437236135739344,K_Scratch,K_Scratch
0,5,0,734,0.04467346734891643,0.0007864645858343338,0.6912297657425446,0.22834545335990497,0.012898489227715746,5.263157894736842e-05,0.022013728156136912,K_Scratch,K_Scratch
0,5,0,576,0.0010305257536941113,0.0,0.9818682950910976,0.015501106828086723,0.00040406015037593987,0.0,0.0011960121767453833,K_Scratch,K_Scratch
0,5,0,388,0.24355362352293577,0.0024764928824509156,0.11819599023857402,0.5427589512387204,0.08504118714298389,0.0034577130365385923,0.0045160419377964075,Other_Faults,K_Scratch
0,5,0,377,0.04459714018122864,0.00271417857442424,0.714240977225728,0.2202730643732724,0.012094855528950064,0.005193968616214648,0.0008858155001819499,K_Scratch,K_Scratch
0,5,0,723,0.02610218011735001,0.000610898368985447,0.7332286577932827,0.19987046466952016,0.01543276520467106,0.0014509553103538063,0.023304078535836655,K_Scratch,K_Scratch
0,5,0,550,0.007446150968336993,3.846153846153846e-05,0.8708294194128436,0.1026304029176035,0.006898991014551794,0.0,0.012156574148202943,K_Scratch,K_Scratch
0,5,0,709,0.0024463654808893295,0.0,0.9430424454557373,0.05152658955187619,7.692307692307693e-05,0.0,0.0029076764345737026,K_Scratch,K_Scratch
0,5,0,145,0.07534359410367131,0.09323451398676023,0.1691727448601311,0.372891897637623,0.2220998384558651,0.0004315663489576533,0.06682584460699188,Other_Faults,Pastry
0,5,0,115,0.03177644100689754,0.04264365319012623,0.00843125413460493,0.32948581662658805,0.5754802410768277,0.0,0.012182593964955161,Pastry,Pastry
0,5,0,1,0.23450931652732437,0.01831709907230626,0.0048876292718488664,0.38661197015554705,0.334278332923753,0.0002514669446966894,0.0211441851045239,Other_Faults,Pastry
0,5,0,111,0.19120947527929844,0.049298007486938175,0.007736191790229677,0.40604829346540094,0.31568490908545704,0.007042394765160358,0.02298072812751604,Other_Faults,Pastry
0,5,0,51,0.22155133871416358,0.017985481127976405,0.002302129630165366,0.34445235460371665,0.25359597364647457,0.00013333333333333334,0.15997938894417005,Other_Faults,Pastry
0,5,0,43,0.0857728766423714,0.06616772867677222,0.019057925147575223,0.2847838595789695,0.5358471981921344,0.0002070175438596491,0.008163394218316878,Pastry,Pastry
0,5,0,65,0.17328498187133007,0.017382160769895603,0.002909222956260282,0.3654346072432391,0.4158978379910879,0.00024117971701660075,0.02485000945117038,Pastry,Pastry
0,5,0,97,0.0667395854497015,0.15612082954326947,0.008089122689958225,0.3966898607539524,0.3578899573639687,0.0012905762534091844,0.013180067945740555,Other_Faults,Pastry
0,5,0,135,0.1513207485831622,0.014879278812183497,0.09455897167692479,0.45881721979693485,0.17945099848280616,0.00017191919191919192,0.10080086345606946,Other_Faults,Pastry
0,5,0,3,0.1823830241510615,0.11789483076539774,0.0026612457184075847,0.5252516013639464,0.12454257937000295,0.0032797806309627035,0.04398693800022159,Other_Faults,Pastry
0,5,0,116,0.047914149478430854,0.02462915396447656,0.00738300997235205,0.39805298740003814,0.5137186908539207,0.0,0.008302008330782007,Pastry,Pastry
0,5,0,107,0.12403477110016144,0.08056976926798215,0.0115456092310427,0.32770035896104455,0.44920553707191546,0.00030479362864783163,0.006639160739205499,Pastry,Pastry
0,5,0,103,0.11356687855203955,0.12093851317792781,0.007340355644606296,0.45085002592504525,0.25174454228000825,0.0010159195619008792,0.05454376485847269,Other_Faults,Pastry
0,5,0,92,0.12076188134091077,0.04705116446371607,0.023088113621058934,0.425638291888178,0.34932915925762603,0.00049020842379505,0.03364118100471529,Other_Faults,Pastry
0,5,0,123,0.072501822120543,0.012976587230293457,0.009043793122658295,0.3530240214769386,0.5412770378713033,0.0002989698244427262,0.010877768353819737,Pastry,Pastry
0,5,0,124,0.04973136982368499,0.026596812789370892,0.006473001874763202,0.5146569783004721,0.39150630371385303,0.0003439845610577318,0.010691548936798214,Other_Faults,Pastry
0,5,0,327,0.11857627886086493,0.0011397298968727541,0.0,0.20159416664345114,0.08617540434858217,0.0,0.5925144202502292,Z_Scratch,Z_Scratch
0,5,0,182,0.06941630823667275,0.00024465608465608466,0.0010804936758505735,0.14407691437226913,0.015971814576329752,0.0005905097644228078,0.7686193032897988,Z_Scratch,Z_Scratch
0,5,0,220,0.06865706166283173,0.0005007608627303024,0.0010896703706894076,0.07550172051976732,0.011188521365633605,0.00014604236343366777,0.8429162228549139,Z_Scratch,Z_Scratch
0,5,0,224,0.0925161240388802,0.0014157338032338032,0.01395123023328004,0.14645107847623326,0.05158431334352389,0.0018353441317107394,0.6922461759731383,Z_Scratch,Z_Scratch
0,5,0,330,0.07299002697441702,0.005195632171940717,0.2967518600442692,0.5070766777626091,0.0090610585611005,0.002984427582253185,0.10594031690341,Other_Faults,Z_Scratch
0,5,0,281,0.07724294586926668,0.0006998069498069499,0.0,0.18831481177780163,0.01785907137886583,0.00034928880643166353,0.7155340752178267,Z_Scratch,Z_Scratch
0,5,0,236,0.21462243794341096,0.028778052472580584,0.0006986520345815282,0.31790035573418174,0.1655858040507008,0.0035911621815975154,0.2688235355829466,Other_Faults,Z_Scratch
0,5,0,271,0.1786040111274724,0.00267498986318501,0.0007639938026492649,0.2829148246849491,0.011248792904149036,0.0017946554128138738,0.5219987322047814,Z_Scratch,Z_Scratch
0,5,0,259,0.04149159764549875,0.012300186329977784,0.0004008838383838384,0.1324264234439926,0.0956414428677345,6.25e-05,0.7176769658744125,Z_Scratch,Z_Scratch
0,5,0,260,0.3727325379480555,0.0030380988818320903,0.0014647736268258104,0.3415809025567381,0.007250379274573417,0.004611616036332086,0.2693216916756429,Bumps,Z_Scratch
0,5,0,340,0.10036659214585487,0.14233109855471895,0.017209215578884714,0.47873043335346865,0.15454168795203962,0.0010984576618017303,0.10572251475323192,Other_Faults,Z_Scratch
0,5,0,291,0.0450709986569052,0.0,5.405405405405406e-05,0.18458385747947542,0.002532630555275532,0.0008231328367974331,0.7669353264174918,Z_Scratch,Z_Scratch
0,5,0,319,0.054498487942124654,0.0007138150209578781,0.003715919049889714,0.2100833924728242,0.027996707791714006,0.00036583522297808013,0.7026258424995111,Z_Scratch,Z_Scratch
0,5,0,339,0.15022574522461157,0.11551487319268289,0.004642580670632854,0.495535409204019,0.12518044781078405,0.002518848808253487,0.10638209508901668,Other_Faults,Z_Scratch
0,5,0,314,0.04846597202525271,3.7037037037037037e-05,0.0004930232558139536,0.14757057874837742,0.01169338630364529,0.0,0.7917400026298729,Z_Scratch,Z_Scratch
0,5,0,292,0.054545844119064574,0.00012244897959183673,0.0,0.10247816286481796,0.019355584662889766,0.0,0.8234979593736351,Z_Scratch,Z_Scratch
0,5,0,263,0.09905127248260695,0.0024783155647109135,0.01719915540409114,0.14958909049663516,0.0545363740279145,0.0012344334771777943,0.6759113585468638,Z_Scratch,Z_Scratch
0,5,0,256,0.0661536399252399,0.0002500696184906711,0.001567854564855789,0.0652796161053573,0.012586093251794637,0.00019366141105271539,0.8539690651232088,Z_Scratch,Z_Scratch
0,5,0,186,0.07608526105646071,0.0009109803921568628,0.0001592156862745098,0.12358545930993307,0.03967231005066538,0.0,0.7595867735045086,Z_Scratch,Z_Scratch
0,5,0,800,0.01056393276031862,0.00010721247563352825,0.0193773088018006,0.02836425636798633,0.0017434783171019967,0.9387910053025925,0.0010528059745659028,Stains,Stains
0,5,0,805,0.10077873325052664,0.013480365433321128,0.04274508241046662,0.17048837199914949,0.00866935735561644,0.6581224938571015,0.005715595693818517,Stains,Stains
0,5,0,779,0.019233666188044507,8.333333333333333e-05,0.01591883760253957,0.04025724413979803,0.0032327522159443646,0.9207274989873957,0.0005466675329435901,Stains,Stains
0,5,0,745,0.011863441819981906,0.0003657219973009447,0.016291633022469866,0.025942422106252652,0.0018648494850136994,0.943177450650612,0.0004944809183685062,Stains,Stains
0,5,0,743,0.011761244826214814,0.0,0.01733337994876223,0.03180394688345691,0.0021183074928968165,0.9364172113588716,0.0005659094897970776,Stains,Stains
0,5,0,785,0.013193325563139853,0.0,0.01491632040035616,0.03810383663363,0.0036498284808694176,0.9295315352950909,0.0006051536269135552,Stains,Stains
0,5,0,807,0.02625255551042357,0.002533102465861087,0.022025752450778115,0.09798284301640221,0.004805886874868748,0.8414071916645035,0.004992668017161813,Stains,Stains
0,6,0,901,0.632480348210035,0.006186606960438882,0.0005273900748038679,0.3185547222549179,0.032576761341489006,0.001176273095939105,0.00849789806237617,Bumps,Bumps
0,6,0,1029,0.5949607193025519,0.008202761790091906,0.0008272384360945097,0.32092946526103094,0.028657981245981463,5.405405405405406e-05,0.04636777991019521,Bumps,Bumps
0,6,0,1077,0.45895454024048676,0.023523887264317443,0.036087117006821656,0.36834426900807954,0.07107925217751557,0.027153175124050053,0.014857759178728999,Bumps,Bumps
0,6,0,952,0.2345339466202251,0.04892019344012509,0.010388452056031738,0.4899156809267348,0.13911913990260114,0.0,0.07712258705428209,Other_Faults,Bumps
0,6,0,905,0.5822181775550253,0.0035587833107386196,0.0016313014881236278,0.3029160514854767,0.10204599103060889,0.0003366876606510826,0.007293007469376222,Bumps,Bumps
0,6,0,1066,0.2429874709535141,0.05109123416250385,0.02899994291028574,0.6177786437749612,0.0412926397240862,0.00172882774215414,0.01612124073249495,Other_Faults,Bumps
0,6,0,975,0.49460603515698065,0.033812349179004754,0.013434935046336033,0.33566612951219266,0.059834203355576925,0.04029560516783571,0.02235074258207298,Bumps,Bumps
0,6,0,1266,0.3618321259792415,0.00573130779978197,0.0015899102839731242,0.402520922186716,0.018786813639366934,0.0010970404420625824,0.20844187966885785,Other_Faults,Bumps
0,6,0,1016,0.5044946490520921,0.0020076159661810288,0.00700279962858051,0.44592230928845045,0.03176372492942386,0.0001593832076590697,0.00864951792761295,Bumps,Bumps
0,6,0,1123,0.4183828259076292,0.02733183988052844,0.014085943218466554,0.39234505513260154,0.1303883670965932,0.008932120228262596,0.008533848535918629,Bumps,Bumps
0,6,0,889,0.4510570094563508,0.009295127657798673,0.004735885868387593,0.34887755543856036,0.016122983219234218,0.00012749810270680495,0.16978394025696156,Bumps,Bumps
0,6,0,1061,0.6194272929297662,0.0020666830224132524,0.016432429775220893,0.32069282362873264,0.01859262368584835,3.1746031746031745e-05,0.02275640092627395,Bumps,Bumps
0,6,0,1168,0.5813099158788533,0.003755633461620628,0.009801511220613181,0.3491112841795531,0.011944649261157982,0.00042840338329689243,0.043648602614905246,Bumps,Bumps
0,6,0,1224,0.7580467476891759,0.010692857592963857,0.00327356422465081,0.2086609141237551,0.00937032318530091,0.0,0.0099555931841532,Bumps,Bumps
0,6,0,1147,0.640350544703466,0.00048535889365884096,0.010039363158410355,0.33062297405541297,0.0064061007612201655,0.00013795093795093797,0.011957707489881047,Bumps,Bumps
0,6,0,994,0.32083273215795255,0.08557324087319859,0.009534859569125172,0.4499597826215884,0.035786951504720436,0.0010090626205328313,0.09730337065288257,Other_Faults,Bumps
0,6,0,1018,0.562526029493893,0.0020372623555538097,0.0008927188549633972,0.4037335994353228,0.0253750772978326,0.0010144132836132885,0.004420899278821569,Bumps,Bumps
0,6,0,873,0.17204976318520637,0.027389914490916954,0.023258828312402165,0.36916698798431036,0.40411583619206676,0.0025246449906127025,0.0014940248444844644,Pastry,Bumps
0,6,0,1109,0.16394317608307055,0.11795702743464277,0.003021565118266943,0.4567785389372357,0.15231823557629448,0.0016236506525172496,0.10435780619797272,Other_Faults,Bumps
0,6,0,904,0.7782659748850366,0.004267479812248264,0.003421472575742416,0.18594817301806962,0.017457307173174653,0.00017142857142857143,0.010468163964300487,Bumps,Bumps
0,6,0,1235,0.6790514393096738,0.025817999644107147,0.005841147088925715,0.2578754522323608,0.016431555894326273,0.00042857142857142855,0.014553834402034735,Bumps,Bumps
0,6,0,1040,0.32995717036738725,0.008129802426279507,0.004307214443679616,0.4432259760767746,0.1467076147315104,0.05458562490788688,0.01308659704648233,Other_Faults,Bumps
0,6,0,1228,0.7437339439245009,0.007384544398250403,0.0014805152159681008,0.22101709086858418,0.006857602774974281,0.00021183192911718895,0.01931447088860464,Bumps,Bumps
0,6,0,1158,0.6357084772100031,0.003550937845015475,0.007989919338020004,0.2789089071873666,0.012925587176972042,5.714285714285714e-05,0.06085902838548015,Bumps,Bumps
0,6,0,1203,0.31024057321434656,0.038395052223507815,0.00845117307101752,0.5599059695296776,0.025845598032685782,0.0015608794129797806,0.05560075451578562,Other_Faults,Bumps
0,6,0,997,0.43776923719561345,0.0036845272215788177,4e-05,0.40872063180264634,0.13645503551575663,0.0011439229225866598,0.012186645341818554,Bumps,Bumps
0,6,0,1041,0.20977368306047595,0.00698797780683293,0.009769397029934531,0.3305239917174591,0.08089380520403705,0.35493267069229545,0.007118474488965457,Stains,Bumps
0,6,0,1084,0.4462889029411755,0.008408508915170435,0.055428566576112066,0.418303718452257,0.06445141618734886,0.005889436573623059,0.0012294503543133861,Bumps,Bumps
0,6,0,1012,0.32673822524820667,0.04088748056152412,0.0022675528935733598,0.45045145642847173,0.10569466628323686,0.0010493396904636002,0.072911278894524,Other_Faults,Bumps
0,6,0,903,0.6915553086823321,0.006739155992992131,0.004263838311900869,0.2518841785287592,0.026136486666413942,0.0006339285714285714,0.01878710324617361,Bumps,Bumps
0,6,0,944,0.6863350649598307,0.0035290597385264,0.001542230938973221,0.23925760497036963,0.027124477266743743,0.00025565239764577236,0.04195590972791099,Bumps,Bumps
0,6,0,1046,0.7593651369235357,0.001487594913844769,0.00521199783944609,0.22054173869803667,0.006538794642972582,0.00012301957129543336,0.006731717410868259,Bumps,Bumps
0,6,0,1002,0.4916643837728319,0.0016397257614295213,0.010759435324209322,0.4567702492796645,0.02203421882010095,0.0001416839199447895,0.016990303121819,Bumps,Bumps
0,6,0,949,0.4624857864360628,0.00254250694625835,0.005976165320440841,0.43264816867078,0.07390155514361697,0.010949369247386624,0.011496448235454234,Bumps,Bumps
0,6,0,1250,0.492876083046787,0.04029730459822977,0.05039570717349198,0.34216173621369445,0.06424161820532213,0.007342382848514384,0.0026851679139600687,Bumps,Bumps
0,6,0,883,0.21718252435765298,0.028858024915603197,0.012196665703824333,0.5276064404016662,0.01936309345752908,0.010377768000138298,0.18441548316358602,Other_Faults,Bumps
0,6,0,1135,0.3310013640329836,0.016316017463467673,0.04465175575642845,0.4809403418782602,0.10913901351402819,0.005223780280522702,0.012727727074309587,Other_Faults,Bumps
0,6,0,978,0.5574851313155927,0.016615830103073295,0.024783877903586615,0.3174857882568949,0.03631106673803776,0.04137683031736062,0.005941475365454045,Bumps,Bumps
0,6,0,1080,0.4838840628880035,0.030888639896830654,0.016326458145023842,0.3542040722591056,0.03194145271046961,0.07261534486405255,0.010139969236514558,Bumps,Bumps
0,6,0,1195,0.3634162408652068,0.06397214550024995,0.0131469401917457,0.4170415696764595,0.08109446013148161,0.02311196543138331,0.03821667820347296,Other_Faults,Bumps
0,6,0,1294,0.055669832531367806,0.009693713748498506,0.008545630080638607,0.5959707266872999,0.3187431597406467,0.00018755759593717418,0.011189379615610898,Other_Faults,Other_Faults
0,6,0,1472,0.6674784063219762,0.0056317846904145015,0.008949229194472927,0.2741815215483616,0.013589048483789798,2.8985507246376814e-05,0.030141024253738744,Bumps,Other_Faults
0,6,0,1896,0.4471950896486875,0.004808994112799932,0.005752326817020367,0.49364930244516125,0.020661213745964573,0.0002201152924938091,0.027712957937873095,Other_Faults,Other_Faults
0,6,0,1476,0.5941966490698086,0.011247297124492399,0.021577803691272327,0.3197339754411271,0.03769306907897102,0.011468474797539574,0.004082730796788802,Bumps,Other_Faults
0,6,0,1286,0.17451906925857624,0.12468854998105465,0.0018625240350368631,0.4216690662271596,0.20791650325827743,0.0018308061621529,0.06751348107774252,Other_Faults,Other_Faults
0,6,0,1816,0.2861282592171689,0.012291444631283547,0.005154030142466481,0.3894327631846396,0.16442614672547473,0.05871151840554081,0.0838558376934258,Other_Faults,Other_Faults
0,6,0,1431,0.5121007931457754,0.004269441869222982,4.651162790697674e-05,0.2822447568202954,0.013322939772873712,0.004046940518429474,0.18396861624549618,Bumps,Other_Faults
0,6,0,1869,0.44688302552211345,0.004760091959009673,0.003308747231245852,0.38973260731888965,0.12627316102347586,0.0007161224257594721,0.028326244519506397,Bumps,Other_Faults
0,6,0,1587,0.4883420036613565,0.002771110377294402,0.005618077746356988,0.4653861862954657,0.01910451363216104,5.555555555555555e-05,0.01872255273180999,Bumps,Other_Faults
0,6,0,1712,0.13590705400287845,0.020555532399166503,0.06289813696501169,0.7288017923081274,0.03362362040028372,0.005734875684113714,0.012478988240419075,Other_Faults,Other_Faults
0,6,0,1878,0.4283135755156309,0.030998373285657344,0.009300716712349309,0.4619934010336496,0.008925455555243848,0.0007120680508404488,0.05975640984662873,Other_Faults,Other_Faults
0,6,0,1477,0.2738757944654661,0.006869000556166681,0.034274669713645504,0.6413003025009748,0.013854872790351223,0.007948010736830475,0.021877349236564928,Other_Faults,Other_Faults
0,6,0,1904,0.36759155537034327,0.015828485196922423,0.0032521907923117785,0.5609231841067063,0.012033283359351995,0.00010227272727272727,0.04026902844709205,Other_Faults,Other_Faults
0,6,0,1558,0.15727681208034786,0.07596558127480134,0.004341758646472342,0.7091554409409869,0.02776690328490811,0.006188556509584771,0.019304947262899188,Other_Faults,Other_Faults
0,6,0,1684,0.04298852483148076,0.04939400657063027,0.07480104026628435,0.6124653528729184,0.09166333736752295,0.00022285714285714286,0.12846488094830605,Other_Faults,Other_Faults
0,6,0,1361,0.18066272711847858,0.0014836401349698914,0.1318350818104779,0.6418487392016957,0.031974703005091115,0.0027332603086442347,0.00946184842064269,Other_Faults,Other_Faults
0,6,0,1435,0.38993929073083017,0.005103702435930246,0.0015980223087845458,0.4456604433694342,0.11250778232757255,0.029536665561486635,0.015654093265962093,Other_Faults,Other_Faults
0,6,0,1531,0.4217210946422264,0.007348343954306854,0.0033302224100287482,0.2869096010531229,0.1045368792166923,0.0,0.17615385872362296,Bumps,Other_Faults
0,6,0,1850,0.10989118679726471,0.06263644016490788,0.024442814858384985,0.6450334917080647,0.0908872814117385,0.005810410043901365,0.061298375015737386,Other_Faults,Other_Faults
0,6,0,1428,0.4357614925447027,0.025344969408226812,0.01591248903838123,0.4464237818439248,0.008793444359380892,0.0015958121861797678,0.06616801061920397,Other_Faults,Other_Faults
0,6,0,1871,0.6302624139670167,0.0036558567796713187,0.0003487128184168431,0.33423780340726633,0.02720990194555466,0.00038538884721180295,0.003899922234862593,Bumps,Other_Faults
0,6,0,1592,0.006857751005935372,0.0002873364730507588,0.87581636035195,0.07168520072903287,0.01687582528379889,0.0,0.02847752615623204,K_Scratch,Other_Faults
0,6,0,1487,0.05746049593632206,0.013321631020894871,0.020972926800017864,0.8259356195143758,0.0669750033299057,0.0005735277112595978,0.014760795687224356,Other_Faults,Other_Faults
0,6,0,1931,0.11432393583613307,0.011695204473430925,0.06872435878575481,0.7576705526186439,0.007994466324086999,0.011987310218157002,0.02760417174379233,Other_Faults,Other_Faults
0,6,0,1659,0.2785878406636513,0.101465645391734,0.011501981694520106,0.4324521110723795,0.1569855192001482,0.011274153324541094,0.007732748653026169,Other_Faults,Other_Faults
0,6,0,1333,0.09866374159263448,0.059417934139141496,0.020429843176576756,0.5508083805729647,0.2440712775567625,0.0003151106114507501,0.026293712350469758,Other_Faults,Other_Faults
0,6,0,1589,0.1732185277387842,0.03155777459903255,0.055471025154744016,0.6974256413466766,0.023480722967486524,0.0032329452722237606,0.015613362921052296,Other_Faults,Other_Faults
0,6,0,1643,0.5751585809999811,0.00744166028593005,0.030292954643841834,0.2920323556344783,0.045566163512602065,0.04736721628693106,0.002141068636235611,Bumps,Other_Faults
0,6,0,1689,0.14990633048317853,0.01538257695721249,0.09765689966194604,0.6324580102378856,0.021095928491427354,0.021323866686116067,0.062176387482234155,Other_Faults,Other_Faults
0,6,0,1696,0.07923260195846686,0.11537237435194701,0.0045365640705591305,0.4793237495581039,0.24489967522744233,0.000807951141712374,0.07582708369176899,Other_Faults,Other_Faults
0,6,0,1665,0.5462547235586201,0.00683725326672187,0.0028575017767534503,0.3956647858344374,0.02692000900321018,0.0007620200084296703,0.020703706551827447,Bumps,Other_Faults
0,6,0,1825,0.10101012763884773,0.08202612139052809,0.04881259066905316,0.6255863838970481,0.06684433108456607,0.008964496059480853,0.06675594926047597,Other_Faults,Other_Faults
0,6,0,1715,0.03304712321567475,0.0019930983611897526,0.522302702855992,0.4246419371611748,0.007114858819487292,0.004814543749447269,0.0060857358370340845,K_Scratch,Other_Faults
0,6,0,1748,0.04447849119777237,0.02784681293389339,0.22781108964804522,0.555385373599144,0.10342347582803126,0.0006879378451498774,0.040366818947964477,Other_Faults,Other_Faults
0,6,0,1697,0.06180057923948845,0.03019615878269328,0.009480323192431786,0.5939101354696049,0.2815220599656381,0.0007731483290990815,0.022317595021043798,Other_Faults,Other_Faults
0,6,0,1757,0.0849014329434893,0.0007887511913782626,0.0009382988583799943,0.19631206483305053,0.015309892738560713,0.0,0.701749559435141,Z_Scratch,Other_Faults
0,6,0,1915,0.12235699930319913,0.007426914608526077,0.0733143374700941,0.7248852654067253,0.005203691322953029,0.039248774079564806,0.027564017808937726,Other_Faults,Other_Faults
0,6,0,1359,0.15775394487753971,0.022197636635048038,0.12584120774501042,0.6371341648445578,0.008714656872617414,0.0011568487408732588,0.04720154028435366,Other_Faults,Other_Faults
0,6,0,1427,0.4774984826356374,0.004612713887310051,0.0006435745351045663,0.4233541946014418,0.019438332613524553,0.002403702962186054,0.07204899876479569,Bumps,Other_Faults
0,6,0,1807,0.3077042412867209,0.0071643771297474615,0.00041555867074417093,0.586487652553933,0.04380349375647997,0.0010110680581521896,0.05341360854422243,Other_Faults,Other_Faults
0,6,0,1512,0.280217892351386,0.034574350177172836,0.014918966287503097,0.5175712871962636,0.12678141245059313,0.008807952437606415,0.017128139099474814,Other_Faults,Other_Faults
0,6,0,1446,0.5484486418884958,0.002216911520582115,0.006002636488687079,0.40495990805059334,0.0323922731136925,0.00017072072072072073,0.005808908217228065,Bumps,Other_Faults
0,6,0,1641,0.6236305025718922,0.004672139429327985,0.023055974152464683,0.2832731052251259,0.03781371884829917,0.025289925782924022,0.002264633989965876,Bumps,Other_Faults
0,6,0,1849,0.11319138931796177,0.08249821529334388,0.024665926842029565,0.623180219380226,0.08970222868985576,0.007907656703511479,0.058854363773071225,Other_Faults,Other_Faults
0,6,0,1719,0.09333585742681813,0.03549218492139527,0.027664536339767707,0.5066263414029497,0.31086946574263347,0.0010869488441455374,0.02492466532228963,Other_Faults,Other_Faults
0,6,0,1784,0.0982625124101748,0.008154160237976943,0.10744761668443385,0.7307461461763587,0.005106983637862942,0.006985315682554368,0.043297265170638324,Other_Faults,Other_Faults
0,6,0,1650,0.362671693762023,0.019457002583955222,0.004397897298560503,0.42829477721233783,0.11846244115836235,0.03214720324082251,0.03456898474393899,Other_Faults,Other_Faults
0,6,0,1824,0.1351461121892903,0.005646690091029333,0.0008957727826148879,0.25341924029483764,0.04194115617622708,0.0,0.5629510284660009,Z_Scratch,Other_Faults
0,6,0,1908,0.11903921224390569,0.00518335694239867,0.1436441889359792,0.652080713054593,0.012547924528540066,0.019846819751625205,0.047657784542958034,Other_Faults,Other_Faults
0,6,0,1889,0.15444897460550264,0.05199699747914612,0.004322965915459132,0.6573824330498362,0.08074638788680633,0.03777617258826507,0.013326068474985532,Other_Faults,Other_Faults
0,6,0,1271,0.0676150052773559,0.03434105838906837,0.11476264031218833,0.4959653874955387,0.1612449201353912,0.000431657739952986,0.1256393306505049,Other_Faults,Other_Faults
0,6,0,1385,0.17648675016795254,0.018492708676811444,0.05638364320832683,0.6407576890664778,0.01569754001331871,0.05540873694259207,0.03677293192452023,Other_Faults,Other_Faults
0,6,0,1314,0.18911536776302745,0.0885877604095523,0.002347485147826789,0.4848794648210738,0.17567947939688988,0.0022799235886707455,0.05711051887295907,Other_Faults,Other_Faults
0,6,0,1547,0.2504192659803144,0.04546896470325386,0.03129696564460907,0.5504083339620365,0.07663049543194542,0.00905218555973588,0.036723788718105686,Other_Faults,Other_Faults
0,6,0,1405,0.4844729044697283,0.0020901709819715892,0.0011433268070335522,0.39313064691486893,0.11274328717250191,0.000605263419886008,0.005814400234009561,Bumps,Other_Faults
0,6,0,1636,0.6777251295117561,0.00220660442984706,0.005074560396636169,0.29194575414435686,0.011643601986609058,0.0005445454928213549,0.010859804037973882,Bumps,Other_Faults
0,6,0,1616,0.16065176641890871,0.06465795676349609,0.013419601537048034,0.6834410245129972,0.020655908147084658,0.004052790036551701,0.05312095258391446,Other_Faults,Other_Faults
0,6,0,1511,0.08545261380235417,0.14734078288661545,0.024590648606005492,0.4968529929483479,0.1910839559417828,0.00016025641025641023,0.05451874940463843,Other_Faults,Other_Faults
0,6,0,1360,0.1138775677523552,0.02693457661298507,0.0418349883353374,0.41353667959841933,0.017013644187779068,0.37023838990686975,0.016564153606254812,Other_Faults,Other_Faults
0,6,0,1867,0.1542525295918406,0.05256465953089295,0.006609606528674481,0.6604338361931827,0.034845069451117296,0.0025996478586164493,0.08869465084567653,Other_Faults,Other_Faults
0,6,0,1925,0.17519449432383946,0.020885456999461205,0.09671951832994669,0.6309792524111034,0.022893203053936162,0.0022146965179338117,0.051113378363779716,Other_Faults,Other_Faults
0,6,0,1753,0.03310910528930878,0.007130045582235588,0.0023518983872909977,0.16785779417609586,0.02690782293291167,5.405405405405406e-05,0.7625892795781026,Z_Scratch,Other_Faults
0,6,0,1549,0.29249031042484325,0.04415759376257304,0.07697236643858142,0.4562656624920709,0.08721900851148622,0.0169302477359501,0.025964810634495798,Other_Faults,Other_Faults
0,6,0,1891,0.23965809840716684,0.010203098034605222,0.15435403974662912,0.5298764978532368,0.017770343756762914,0.00052996632996633,0.04760795587163336,Other_Faults,Other_Faults
0,6,0,1458,0.4973804190634113,0.007339330728849193,0.13163779871778877,0.30560821078163986,0.0338120868741583,0.01791607061275886,0.0063060832213933495,Bumps,Other_Faults
0,6,0,1813,0.45345388507288326,0.05397134081696657,0.012683575860959006,0.3593888974081365,0.05353479906740801,0.048874525155108005,0.018092976618538707,Bumps,Other_Faults
0,6,0,1373,0.3578910949752064,0.0026973761108838273,3.846153846153846e-05,0.3380002619427085,0.03760735716017628,0.00981706834020633,0.25394837993235736,Bumps,Other_Faults
0,6,0,863,0.307763792240041,0.15335146643682956,0.008780146967570526,0.39267845275454083,0.0957799409636285,0.025705695071206642,0.015940505566183233,Other_Faults,Dirtiness
0,6,0,821,0.14010419475636154,0.3363089464168485,0.01267088739063396,0.30577021109268254,0.17662226670443007,0.0013464640207349568,0.027177029618309423,Dirtiness,Dirtiness
0,6,0,846,0.07627014671717698,0.495282066736579,0.012711492582436522,0.27256960674212255,0.10226642961021133,0.0020701350215410487,0.03883012258993269,Dirtiness,Dirtiness
0,6,0,823,0.13859864934914382,0.3620074487889063,0.009272836546986307,0.3128395674208985,0.14419591865024575,0.0028130197709476785,0.030272559472872097,Dirtiness,Dirtiness
0,6,0,825,0.19463641719834132,0.30118528543049383,0.00891753314951344,0.29594980976640195,0.17765926678393185,0.003384790588683214,0.018266897082635264,Dirtiness,Dirtiness
0,6,0,857,0.1012794479429738,0.5443851345598735,0.002814685095817224,0.185061905419711,0.14676190568697153,0.0016650048702810478,0.01803191642437242,Dirtiness,Dirtiness
0,6,0,396,0.005249688171215032,0.0,0.9681800615754688,0.01967561347232093,0.0018792646625405245,0.0,0.0050153721184543225,K_Scratch,K_Scratch
0,6,0,718,0.022241611476534504,0.0,0.8289302746736286,0.12399617984771681,0.0053103825592701595,0.0,0.019521551442850227,K_Scratch,K_Scratch
0,6,0,556,0.006215707991770813,0.0,0.9307016970553529,0.05485901885121158,0.0017253665824938055,0.0,0.006498209519170946,K_Scratch,K_Scratch
0,6,0,717,0.02945430642427874,0.00025830429732868755,0.7787316744861965,0.15484099347530456,0.009660489058284987,0.00013203463203463205,0.026922197626572324,K_Scratch,K_Scratch
0,6,0,531,0.0021290621372536296,0.0,0.9735888879322374,0.01984301999094102,0.0001302521008403361,0.0,0.004308777838727436,K_Scratch,K_Scratch
0,6,0,427,0.00045890816545988956,0.0,0.9967605547916347,0.0010209754890637243,0.0002,0.0,0.0015595615538414726,K_Scratch,K_Scratch
0,6,0,552,0.01041093732921829,4.878048780487805e-05,0.9069444732746206,0.061627439108151084,0.006552731123727102,0.0,0.014415638676478389,K_Scratch,K_Scratch
0,6,0,698,0.0015046216957227572,0.0,0.9713588284208674,0.02580545738862411,0.0,0.0,0.0013310924947851268,K_Scratch,K_Scratch
0,6,0,646,0.0004313152189556481,0.0,0.9860267431113346,0.012163230127304896,0.0,0.0,0.0013787115424041742,K_Scratch,K_Scratch
0,6,0,636,0.0001455026455026455,0.0,0.9979081997095364,0.0018574087560721134,0.0,0.0,8.888888888888889e-05,K_Scratch,K_Scratch
0,6,0,540,0.007017899710259663,0.0,0.9339867980547156,0.04345899104746218,0.003115958918066087,0.0,0.012420352269496494,K_Scratch,K_Scratch
0,6,0,516,0.00262070640408765,0.0,0.9778715031879122,0.016321524050536666,7.142857142857142e-05,0.0,0.0031148377860346537,K_Scratch,K_Scratch
0,6,0,652,0.0035478960504711555,0.0,0.9556009089805474,0.035868151522232355,0.0013466861765010258,0.0,0.003636357270248255,K_Scratch,K_Scratch
0,6,0,738,0.4294316679850371,0.004680946232001168,0.037958747884444186,0.4583617554361677,0.03201511800162967,0.013725062102666776,0.023826702358053425,Other_Faults,K_Scratch
0,6,0,473,0.0,0.0,0.9981391638301702,0.001231655911617342,6.451612903225807e-05,0.0,0.0005646641291802582,K_Scratch,K_Scratch
0,6,0,680,0.0023119612824105623,0.0,0.9630387752353217,0.031226198841863985,0.0007567122558983024,0.0,0.0026663523845055995,K_Scratch,K_Scratch
0,6,0,476,0.0005795454545454545,0.0,0.99659548359935,0.0016551614801229107,6.451612903225807e-05,0.0,0.0011052933369494254,K_Scratch,K_Scratch
0,6,0,414,0.0009992467821388843,0.0,0.990897220111606,0.005041287068996487,0.0008991333092376734,0.0,0.0021631127280209595,K_Scratch,K_Scratch
0,6,0,667,0.0016758451024386915,0.0,0.9602667704046021,0.03352536081142815,0.000424972785013353,0.0,0.0041070508965173926,K_Scratch,K_Scratch
0,6,0,728,0.03764909617867792,0.0005851906930631718,0.6893698922329577,0.23605886060333722,0.02177534770749461,7.142857142857142e-05,0.014490184013040853,K_Scratch,K_Scratch
0,6,0,574,0.0006165929587161851,0.0,0.9980512208510043,0.0011526513065586502,0.0,0.0,0.00017953488372093025,K_Scratch,K_Scratch
0,6,0,471,0.0008379029860272861,0.0,0.9913590268955951,0.007019152781962834,5.882352941176471e-05,0.0,0.0007250938070027971,K_Scratch,K_Scratch
0,6,0,421,0.052701455232232464,0.0012288955918841736,0.2897375050751457,0.5642502706341772,0.010488848590824534,0.002395946538836274,0.07919707833690023,Other_Faults,K_Scratch
0,6,0,355,0.05453693888553496,0.03709082972059174,0.18435801237459568,0.5183848096663622,0.1777703706108246,0.00028906481939633844,0.027569973922694755,Other_Faults,K_Scratch
0,6,0,448,0.05731265086603176,0.0033439018296877263,0.32553767926503746,0.5187023023620153,0.013511719738707835,0.0021900283178893595,0.07940171762063117,Other_Faults,K_Scratch
0,6,0,681,0.0010144968373649033,0.0,0.9732114210564575,0.024542133021856177,0.0,0.0,0.0012319490843209614,K_Scratch,K_Scratch
0,6,0,547,0.009788180727418046,0.000690491717751402,0.9217184112994292,0.051590319365672696,0.005144782462725958,6.0606060606060605e-05,0.011007208366396846,K_Scratch,K_Scratch
0,6,0,491,0.009658218498460887,0.0,0.9262419178803974,0.05769214847471311,0.00224449464373563,0.0,0.004163220502692963,K_Scratch,K_Scratch
0,6,0,619,0.00011755233494363929,0.0,0.9933619103135557,0.006108686243097774,6.896551724137931e-05,0.0,0.00034288559116145325,K_Scratch,K_Scratch
0,6,0,583,0.00301189128898432,0.0,0.9721134773320564,0.021169154028979873,0.0011869549805033678,0.0,0.00251852236947585,K_Scratch,K_Scratch
0,6,0,557,0.004600572488282241,0.0,0.9580601591660881,0.026684960597372232,0.0013626386788463966,0.0,0.009291669069410853,K_Scratch,K_Scratch
0,6,0,410,0.003262880952144513,0.0,0.984150566165761,0.009754633940916744,0.0005489028944911298,0.0,0.0022830160466864877,K_Scratch,K_Scratch
0,6,0,418,0.022645459936295728,0.00037167019834968444,0.7859401805340877,0.1669845194312607,0.010127402344727518,0.0,0.01393076755527845,K_Scratch,K_Scratch
0,6,0,597,0.0007280508272529855,0.0,0.9918176625765003,0.006451973209347896,0.000125,0.0,0.0008773133868986442,K_Scratch,K_Scratch
0,6,0,367,0.06057080455614835,0.0034373832907376675,0.6697121862770037,0.24469121148141512,0.013425821314762089,0.006175973853602229,0.001986619226331777,K_Scratch,K_Scratch
0,6,0,415,0.0020377528348551706,0.0,0.9714371354732922,0.012897402483147538,0.004780416229637441,0.0,0.008847292979067336,K_Scratch,K_Scratch
0,6,0,497,0.002617800443894203,0.0,0.9848903687252756,0.006002445664085593,0.0010759447004608294,0.0,0.005413440466283986,K_Scratch,K_Scratch
0,6,0,568,0.0021369255320154153,0.0,0.9786093478122002,0.016236328722837538,5.882352941176471e-05,0.0,0.0029585744035347944,K_Scratch,K_Scratch
0,6,0,606,7.142857142857142e-05,0.0,0.9978746216024016,0.0018188451562825571,0.0,0.0,0.00023510466988727857,K_Scratch,K_Scratch
0,6,0,42,0.10851169499903697,0.014038048704365596,0.0485792575402237,0.4041849194563827,0.41695202739991544,0.0008201208083561025,0.006913931091719644,Pastry,Pastry
0,6,0,80,0.05189127665682568,0.10428582340431257,0.06856865842926835,0.5741632844070312,0.1733735648021793,0.0010196790457837133,0.026697713254599457,Other_Faults,Pastry
0,6,0,4,0.06065321124597212,0.09998631778605091,0.03311383296810618,0.4923289985820502,0.2128707560189507,0.0005157970684286473,0.10053108633044183,Other_Faults,Pastry
0,6,0,154,0.09189080953241698,0.015940728749213786,0.004382448751209528,0.17978301755312984,0.1409841749702345,0.00024400656814449917,0.5667748138756512,Z_Scratch,Pastry
0,6,0,81,0.20178988919504562,0.08022549934785222,0.03805833529210668,0.433815586854505,0.2366276378662074,0.006454114468800427,0.003028936975483012,Other_Faults,Pastry
0,6,0,66,0.21405439953341965,0.04735573191679024,0.001631221347268225,0.37957647147876356,0.33886944090714194,7.557932263814617e-05,0.018437155493978483,Other_Faults,Pastry
0,6,0,53,0.35453079956087136,0.026375472714053907,0.0025268296436433894,0.33436558901685115,0.25633677105001756,0.0,0.025864538014562944,Bumps,Pastry
0,6,0,70,0.365430059688546,0.007319167699392601,0.0034709444037433384,0.538620316239891,0.07474237729859907,0.00010588235294117647,0.010311252316886961,Other_Faults,Pastry
0,6,0,60,0.36419922900954377,0.004656179657536971,0.0005590982286634461,0.4458154283388914,0.13570508968777992,0.00469111506500499,0.04437386001257948,Other_Faults,Pastry
0,6,0,98,0.1437119442512373,0.033148649985927744,0.005718829472534058,0.4390913141865753,0.3676296081133519,0.002356030918956418,0.008343623071416973,Other_Faults,Pastry
0,6,0,9,0.04805507717751832,0.042046620294775496,0.02051340413920594,0.5393595580354654,0.3177347214686544,0.00014383524277141295,0.03214678364160864,Other_Faults,Pastry
0,6,0,110,0.15842670227546693,0.10486146083172289,0.0066003951027043305,0.4164826489219949,0.26732399806712653,0.00604036294375561,0.0402644318572291,Other_Faults,Pastry
0,6,0,153,0.11429560065735057,0.0052321858888145275,0.0010412672177013023,0.14685768831546542,0.18044428172935761,0.000270363157291786,0.5518586130340191,Z_Scratch,Pastry
0,6,0,18,0.06832975744432154,0.016469529851079273,0.008365334973154464,0.4615043585369674,0.432424933148103,0.0,0.01290608604637397,Other_Faults,Pastry
0,6,0,6,0.039830501319841165,0.026866036693730087,0.14300852708982162,0.4945992165779389,0.2132881148334125,0.00018541033434650456,0.08222219315090953,Other_Faults,Pastry
0,6,0,150,0.15584300409175275,0.017693369079458843,0.0004995885174295969,0.281355155312087,0.21869385030460992,0.00012750601443464315,0.3257875266802278,Z_Scratch,Pastry
0,6,0,305,0.04872500835863264,0.01484594007316737,0.002949921303825914,0.1705013688227543,0.0792913409754981,0.0,0.6836864204661213,Z_Scratch,Z_Scratch
0,6,0,226,0.08452338236996147,0.005720381388247964,4.7619047619047614e-05,0.13762609183301405,0.10974986598420437,0.00025535714285714284,0.6620773022340957,Z_Scratch,Z_Scratch
0,6,0,208,0.027077075089427555,0.009072339865054374,0.0024663686492513845,0.11872083652223696,0.014751922246117688,0.0,0.8279114576279124,Z_Scratch,Z_Scratch
0,6,0,284,0.05718582324623284,0.009966195113112298,0.01053127492574402,0.3035450715757479,0.03256953797735633,0.015517631383898943,0.5706844657779075,Z_Scratch,Z_Scratch
0,6,0,240,0.350075975647387,0.0029367877711069493,0.0002548137278878291,0.35961315300056135,0.03899452879152816,0.006916522471233975,0.2412082185902948,Other_Faults,Z_Scratch
0,6,0,250,0.060385395060502216,0.00033590690918277124,0.0008310160427807487,0.17943764086629233,0.011787653824569777,4.3478260869565214e-05,0.7471789090358025,Z_Scratch,Z_Scratch
0,6,0,204,0.03409067880728757,0.0052644248666149215,0.002915585870143892,0.14167143405104274,0.038342627014911465,0.0,0.7777152493899994,Z_Scratch,Z_Scratch
0,6,0,280,0.07202330593893443,0.003691117922697224,0.008451380591052063,0.2375687145232388,0.029197600237589664,0.001393413386141595,0.6476744674003466,Z_Scratch,Z_Scratch
0,6,0,276,0.061223407470404126,0.0010171244606816735,0.003818085714655025,0.11288866710852562,0.009508961709341153,3.9215686274509805e-05,0.8115045378501182,Z_Scratch,Z_Scratch
0,6,0,185,0.14071221714788001,0.0017841248299241108,0.0019433862418484133,0.2456637513788749,0.004447212124275091,0.0011370667776264252,0.6043122414995716,Z_Scratch,Z_Scratch
0,6,0,309,0.043885997017038984,0.01010662578113643,0.003137901972679133,0.16584917558372847,0.03041508113199032,5.405405405405406e-05,0.7465511644593724,Z_Scratch,Z_Scratch
0,6,0,290,0.03591885607196627,0.00042862828892240663,0.00088056511181152,0.06805966251044451,0.011543615632947597,5.405405405405406e-05,0.8831146183298538,Z_Scratch,Z_Scratch
0,6,0,282,0.047301142696526,0.0012060814037946706,0.0006319838056680163,0.07619346347441824,0.04062135814852938,0.0,0.8340459704710632,Z_Scratch,Z_Scratch
0,6,0,248,0.04896778227897585,0.000718330554072242,0.00017647058823529413,0.1424267665456281,0.009636780855580875,0.0005835777126099707,0.797490291464897,Z_Scratch,Z_Scratch
0,6,0,334,0.08168347769004083,0.003960354112066916,0.2603508048948687,0.5127359169123794,0.006556218153840544,0.0059098345634309045,0.12880339367337343,Other_Faults,Z_Scratch
0,6,0,242,0.06996293548634737,0.0006977313648713243,0.00017647058823529413,0.16879911912032763,0.008625202514560372,6.451612903225807e-05,0.7516740247966252,Z_Scratch,Z_Scratch
0,6,0,295,0.055524350013982364,0.0012556770739758191,0.010788353629591673,0.16859714529305392,0.02740023854700976,0.0003761757232345467,0.7360580597191522,Z_Scratch,Z_Scratch
0,6,0,299,0.07926957575988279,0.00047616272776825595,0.0,0.15109009883621155,0.02061960153875724,0.00012903225806451613,0.7484155288793151,Z_Scratch,Z_Scratch
0,6,0,322,0.059664093601599126,0.0009031899366134352,0.012681731365218073,0.1793659878129434,0.013358343468135784,0.00016824794433902593,0.7338584058711507,Z_Scratch,Z_Scratch
0,6,0,765,0.019820293848638346,0.00010526315789473683,0.03313093984163899,0.058954938929095924,0.004740945706439267,0.8827335305200017,0.0005140879962902956,Stains,Stains
0,6,0,774,0.00903580039706673,0.0,0.03254724177386338,0.08231501473160613,0.003924766996775136,0.8711418590295475,0.0010353170711402417,Stains,Stains
0,6,0,747,0.008172251223492065,0.0,0.0427779562047686,0.04172562702576521,0.0018411827622140423,0.9048894561714825,0.0005935266122766123,Stains,Stains
0,6,0,801,0.008122257675687052,0.0,0.04113517762253097,0.03921957021262614,0.0012895466904541313,0.9097288100753129,0.0005046377233877234,Stains,Stains
0,6,0,739,0.17501940765373433,0.04027996699039192,0.002817274755476662,0.6956571617696009,0.02069172236716026,0.0050399159055916935,0.06049455055804474,Other_Faults,Stains
0,6,0,792,0.007378771118320307,0.0,0.020451858479456922,0.02712164857288538,0.0012854202578172623,0.9430323634053741,0.0007299381661454717,Stains,Stains
0,6,0,770,0.07540794590926397,0.004304312220359925,0.04650844007922335,0.3112955122898995,0.008829593296958175,0.5413652397636234,0.012288956440671678,Stains,Stains
0,7,0,907,0.5977980424697176,0.009377988487123515,0.005414962572014803,0.2954445369327027,0.023910275514163318,0.0003188311688311688,0.0677353628554472,Bumps,Bumps
0,7,0,1205,0.6356910439571453,0.0020346418652463743,0.004411985949890796,0.315613267568345,0.008889494366845833,0.0029420470773483505,0.030417519215178282,Bumps,Bumps
0,7,0,1074,0.43218272308602884,0.027025284146251723,0.0305033531888086,0.41755031897684525,0.018663398323073354,0.06466797505170886,0.009406947227283665,Bumps,Bumps
0,7,0,939,0.46602651014778806,0.00400905298918805,0.00157811609718178,0.26759533415334047,0.07960615159759404,0.00014035087719298245,0.1810444841377145,Bumps,Bumps
0,7,0,1173,0.7441953606728003,0.0003753968253968254,0.0034790678397657922,0.23690725020724437,0.012250244922204374,0.00015703703703703702,0.002635642495550227,Bumps,Bumps
0,7,0,1247,0.560640908355605,0.021981054671455197,0.015623487309944131,0.3429721409971631,0.029946099383896054,0.024838032977477827,0.003998276304458032,Bumps,Bumps
0,7,0,1092,0.38469125444143354,0.008892858123190116,0.01167118631192041,0.50768008616969,0.05471530317794955,0.022319001865090633,0.010030309910726504,Other_Faults,Bumps
0,7,0,932,0.639684591344407,0.001786959804387132,0.0010336391059751185,0.2734307980225891,0.07424689976207713,0.001988294443667582,0.007828817516896826,Bumps,Bumps
0,7,0,1153,0.4360804966433794,0.012451735534764707,0.038772048473307424,0.4032863825001982,0.02021262222252632,0.0009550463443363681,0.0882416682814877,Bumps,Bumps
0,7,0,1087,0.26137239825848696,0.004575611663889403,0.13893876986433337,0.5114202180817642,0.05884758580815018,0.02069526331914843,0.004150153004227482,Other_Faults,Bumps
0,7,0,1229,0.651016005747167,0.014118019414698587,0.0026870782575334875,0.2881500882437931,0.009128203502521512,0.0021013417511157807,0.0327992630831712,Bumps,Bumps
0,7,0,1254,0.08201926101934777,0.008761999141192816,0.00236971169974507,0.13711095593828723,0.21449316263805301,0.000270213881280441,0.554974695682094,Z_Scratch,Bumps
0,7,0,1218,0.748137334557968,0.006024146299727318,0.003213746088020945,0.2201210837222131,0.012008415559971671,0.00021770138949888897,0.010277572382600837,Bumps,Bumps
0,7,0,980,0.41159418746576254,0.01939838783040716,0.04350016463207158,0.4373030001272071,0.07365331809724567,0.01352515597845882,0.0010257858688475464,Other_Faults,Bumps
0,7,0,1263,0.292956094479572,0.01847916293937254,0.002163949601560543,0.3387139339476049,0.07208201972051416,0.0010159030106645344,0.2745889363007114,Other_Faults,Bumps
0,7,0,1259,0.5491630398922384,0.007551775615692172,0.003679120717987285,0.331815204465408,0.03678269060614459,0.0,0.07100816870252966,Bumps,Bumps
0,7,0,1001,0.3462367568364769,0.005209587824593736,0.00412881354993407,0.5331002233424338,0.10377653185716929,0.0012324914841863536,0.006315595105205573,Other_Faults,Bumps
0,7,0,1134,0.11414463125928326,0.008289287064241384,0.23773065579358743,0.5698564512379258,0.025413476349746906,0.006220830499476334,0.038344667795739626,Other_Faults,Bumps
0,7,0,869,0.11330524545157367,0.03414167973115645,0.016629769106637184,0.48739332271512825,0.26875025871694697,0.0016214474777403011,0.07815827680081786,Other_Faults,Bumps
0,7,0,1072,0.3852360945146371,0.0013793523974721163,0.0003463904012905828,0.43662982841023773,0.021066456412782902,0.008629309110272146,0.14671256875330724,Other_Faults,Bumps
0,7,0,884,0.37968839692936873,0.0032461202936650843,0.014793965194423487,0.2739588528197536,0.04011632593333196,0.009794895326506589,0.27840144350295065,Bumps,Bumps
0,7,0,1138,0.11599172956249758,0.07756453235029316,0.026152112440527824,0.4624292002058847,0.24355513335413465,0.0003954248366013072,0.07391186725006069,Other_Faults,Bumps
0,7,0,1023,0.48713291028143096,0.0015907059838817692,0.0018913363989897687,0.3990614182053387,0.1004061795778495,0.0005443462796032045,0.009373103272906571,Bumps,Bumps
0,7,0,1210,0.6558815795817843,0.017895009548254466,0.0023912436163312503,0.2946424699970238,0.014547709467683734,0.0012603714390502722,0.013381616349872368,Bumps,Bumps
0,7,0,1149,0.5999309531400931,0.005991133876263953,0.006780547255520263,0.3551614953091037,0.00929698400060948,0.0012247769691979575,0.02161410944921093,Bumps,Bumps
0,7,0,1058,0.4813739956558395,0.006009916515481892,0.00030252926532125645,0.46377199243987394,0.03081810408017694,0.003209776294856255,0.014513685748449962,Bumps,Bumps
0,7,0,1083,0.1462027341772718,0.028079846110841526,0.11196888557952668,0.3838879759397421,0.3108435727201374,0.0005877515028830818,0.0184292339695976,Other_Faults,Bumps
0,7,0,872,0.23828261760111388,0.04213747480425045,0.07203630531914425,0.5461438281018307,0.09377874099854565,0.005753779977425006,0.0018672531976900626,Other_Faults,Bumps
0,7,0,1142,0.49345026094023603,0.0035299520214282336,0.006269475217310154,0.4487785336962963,0.008109259705643626,0.0013621943047311812,0.03850032411435456,Bumps,Bumps
0,7,0,1104,0.14726734414811812,0.028720708945857737,0.013844424165528283,0.7037205392327675,0.03444681309223062,0.007609615145224798,0.06439055527027315,Other_Faults,Bumps
0,7,0,992,0.5845936485279498,0.035459035688819786,0.003027718175508636,0.33075703075978985,0.033319155416042266,0.0010088953905746311,0.011834516041315163,Bumps,Bumps
0,7,0,1209,0.7567426599942602,0.004143462392090295,0.0021449159425073355,0.22017748031262002,0.005558101146935492,0.00034768129474011824,0.010885698916846969,Bumps,Bumps
0,7,0,1211,0.6954372639517141,0.00907723589826552,0.0036064274370209543,0.25397763283203056,0.02471590064788984,0.0002186290724000064,0.012966910160680295,Bumps,Bumps
0,7,0,957,0.6095832106652548,0.005836425536763004,0.000185006435006435,0.35504657693752834,0.024540793354760285,0.0005259335296235122,0.004282053541063067,Bumps,Bumps
0,7,0,1194,0.464411265273761,0.01738609529918987,0.01961052487904648,0.39238266626407203,0.020709944154662013,0.07797541400459097,0.007524090124677536,Bumps,Bumps
0,7,0,1059,0.702645919621397,0.0004224480489870367,0.0018139114808365315,0.2719301049272034,0.00691280515675946,0.0003656673260320677,0.015909143438783965,Bumps,Bumps
0,7,0,1111,0.15290018439721303,0.027434053591128785,0.028379914727521195,0.7305828254722102,0.022472958795127545,0.014442313216050117,0.02378774980074855,Other_Faults,Bumps
0,7,0,1201,0.5146960866153016,0.008811099558220485,0.002000860677086693,0.4191358315243062,0.01177563527562593,0.0026967351196493486,0.04088375122981002,Bumps,Bumps
0,7,0,969,0.0847746427385914,0.016914255658885505,0.16045232523658068,0.6947153288828504,0.015322229201800567,0.004179409214514051,0.023641809066777045,Other_Faults,Bumps
0,7,0,1126,0.30103410937084984,0.010316141330445144,0.020606689901848097,0.5823623022574406,0.038195787032784,0.010296948310145089,0.037188021796487496,Other_Faults,Bumps
0,7,0,1382,0.05046273234547887,0.006644332762629012,0.5820232083738694,0.2883724193697371,0.018274063252506283,0.0007864562829403063,0.05343678761283925,K_Scratch,Other_Faults
0,7,0,1312,0.06745553552371947,0.11065974364455385,0.007261262345804144,0.5599012546008716,0.16791693694339993,0.0011781568033558257,0.08562711013829544,Other_Faults,Other_Faults
0,7,0,1929,0.12368264603951197,0.006056662665317476,0.24915515475635833,0.4951580055739502,0.011104655077608709,0.004797659341331287,0.11004521654592252,Other_Faults,Other_Faults
0,7,0,1338,0.1105113371823735,0.02554975593295439,0.02607048458822648,0.6001991246905187,0.21294848707127,0.0010202253380141998,0.023700585196642292,Other_Faults,Other_Faults
0,7,0,1543,0.05853209962098583,0.023787060185525215,0.3962067481815758,0.3927861647270671,0.07136595371569075,0.00021281872432767573,0.05710915484482771,K_Scratch,Other_Faults
0,7,0,1535,0.1765258631264222,0.031211048739519683,0.16623736233646788,0.39664934512811045,0.13658891751317417,0.0005688460948534983,0.09221861706145255,Other_Faults,Other_Faults
0,7,0,1279,0.23478114602928782,0.015026704447536223,0.0038328417411778934,0.3647386688494151,0.3574678050035363,6.915052160953799e-05,0.024083683407437325,Other_Faults,Other_Faults
0,7,0,1526,0.08341461858128993,0.04207354265666795,0.06584825351341088,0.5791782623918469,0.060685157846016746,0.006608634362688033,0.16219153064807962,Other_Faults,Other_Faults
0,7,0,1429,0.34045891993374006,0.09857469562018423,0.0024076355674186338,0.3160765109373536,0.17388636712018726,0.0004901267605797223,0.06810574406053718,Bumps,Other_Faults
0,7,0,1866,0.19160279803429506,0.05000643645306499,0.005702535923494645,0.6190572622435422,0.032884730981469115,0.0041950811708240275,0.09655115519330967,Other_Faults,Other_Faults
0,7,0,1501,0.042760590148167556,0.030330400229922276,0.010899419979030349,0.6164483809956248,0.27492851045527344,0.00011947626841243863,0.024513221923568813,Other_Faults,Other_Faults
0,7,0,1520,0.13335608720668257,0.07113332616085469,0.031742424946954444,0.29566967320852156,0.45605923527849385,0.006455517379275748,0.0055837358192173964,Pastry,Other_Faults
0,7,0,1498,0.04658740880432124,0.021840719234585346,0.018396324646716193,0.7834094280592846,0.10558181995204369,0.00017906759906759906,0.0240052317039811,Other_Faults,Other_Faults
0,7,0,1731,0.15903589405553725,0.01163716136617635,0.08648304222298933,0.6806489690591475,0.03680780894182658,0.004797957995037329,0.020589166359284903,Other_Faults,Other_Faults
0,7,0,1663,0.22374001850528394,0.056413303161601064,0.001953409812285637,0.39463790795454085,0.2637571071209443,0.002149321156707134,0.05734893228863765,Other_Faults,Other_Faults
0,7,0,1803,0.2404535535495713,0.0022730850422172707,0.0009170262915386778,0.6319791608632973,0.037035787272867465,0.015989958779921307,0.07135142820058714,Other_Faults,Other_Faults
0,7,0,1287,0.2545352302311741,0.12721010123664964,0.014595640251320003,0.4387945451988938,0.11995842414535107,0.00650879777320032,0.0383972611634116,Other_Faults,Other_Faults
0,7,0,1770,0.13268164626240614,0.007656175893886267,0.08156080412855625,0.7276853210847771,0.011604994141416304,0.016232760661259435,0.022578297827698428,Other_Faults,Other_Faults
0,7,0,1611,0.6006008302808357,0.016465327112588555,0.0014188432772478657,0.27490626791824485,0.0889175653113194,0.0004888134706950037,0.017202352629069242,Bumps,Other_Faults
0,7,0,1760,0.08883250092798302,0.016406770433725622,0.00018095238095238095,0.17410870408525714,0.1329279605119427,0.00010882352941176471,0.5874342881307276,Z_Scratch,Other_Faults
0,7,0,1673,0.13475222091277927,0.32248385033302923,0.005448708000515449,0.28934976416249225,0.1988796373027618,0.00261444806558118,0.04647137122284108,Dirtiness,Other_Faults
0,7,0,1397,0.20641141094261384,0.004980721528140844,0.11818847898892766,0.5761624450441286,0.08940415481276379,0.0025789798277911133,0.0022738088556338958,Other_Faults,Other_Faults
0,7,0,1739,0.4352907721439011,0.005808758836195265,0.006251237959626432,0.4484521591584614,0.09230269142816316,0.0003434731934731934,0.011550907280179658,Other_Faults,Other_Faults
0,7,0,1892,0.291357690379079,0.023548854305021395,0.006186259739699667,0.5634061293010502,0.03069093347722984,0.003472697434098764,0.0813374353638216,Other_Faults,Other_Faults
0,7,0,1702,0.04381486290467003,0.025877621867066124,0.027246523334609366,0.7822734306485148,0.08958202160144133,0.0003504961704961705,0.03085504347320192,Other_Faults,Other_Faults
0,7,0,1291,0.03264486644309526,0.05726464441303881,0.022575650217761294,0.6496745337725081,0.20691498535523845,6.525198938992043e-05,0.030860067808968654,Other_Faults,Other_Faults
0,7,0,1841,0.12144848128971926,0.02091853740261716,0.11832606412815318,0.68676203386521,0.010914680783681007,0.017161728396825594,0.024468474133794216,Other_Faults,Other_Faults
0,7,0,1761,0.3779117027996525,0.003913721478158431,0.0023938601953014654,0.33993417363210265,0.009842702962867359,0.004482491463324266,0.2615213474685932,Bumps,Other_Faults
0,7,0,1593,0.1449502438791239,0.015130296006476005,0.021631302457549365,0.7287991233122079,0.02483296526253268,0.009272720324674319,0.05538334875743663,Other_Faults,Other_Faults
0,7,0,1365,0.06270116628488497,0.004592562046661634,0.2563775771797319,0.6356124873074195,0.013224559204149196,0.01444620752295482,0.013045440454197633,Other_Faults,Other_Faults
0,7,0,1682,0.2237233982896138,0.01027402662751712,0.06365857323668224,0.6216917393800983,0.04640034643915983,0.013570960665116812,0.020680955361811384,Other_Faults,Other_Faults
0,7,0,1307,0.22251610394848967,0.04592524594524988,0.000789142209226318,0.34860894042132895,0.305477462047231,0.00010644257703081233,0.07657666285144338,Other_Faults,Other_Faults
0,7,0,1919,0.17797834259412526,0.0054465227964139926,0.054887473864729086,0.6974834135008238,0.008673112715775907,0.011161858182254212,0.04436927634587821,Other_Faults,Other_Faults
0,7,0,1775,0.21739255685501838,0.0024273233748769367,0.03259864795277185,0.7067415979722468,0.007047752964127856,0.020746346429057788,0.013045774451899863,Other_Faults,Other_Faults
0,7,0,1318,0.07930897865820104,0.006739055854432702,0.10094864685382232,0.7576579782811598,0.024234389690352492,0.010931977259578738,0.020178973402452997,Other_Faults,Other_Faults
0,7,0,1743,0.09702980090903031,0.015991292472314927,0.16112778200035582,0.6723341716489204,0.010075595011391523,0.007557017783202623,0.03588434017478374,Other_Faults,Other_Faults
0,7,0,1897,0.45315284332023614,0.014680118669173493,0.005415120610949359,0.47480691294701005,0.016640300345144774,0.0015502431998745457,0.033754460907611555,Other_Faults,Other_Faults
0,7,0,1855,0.22283197663833623,0.006307203269716396,0.003193762045286946,0.3817222576547397,0.3497816360537696,0.00020211416490486256,0.03596105017324611,Other_Faults,Other_Faults
0,7,0,1577,0.2170697452699101,0.0454808564737797,0.008425971116434996,0.4456415901056066,0.2445461556442217,0.0007900480944844629,0.038045633295563035,Other_Faults,Other_Faults
0,7,0,1283,0.06711014033377831,0.06531374048722555,0.008498873968610038,0.44394738475711853,0.4001156973444455,0.00021973474801061007,0.014794428360811011,Other_Faults,Other_Faults
0,7,0,1366,0.2507906037092978,0.05097494417657948,0.0017116379514757216,0.6374154899212684,0.03156076266760662,0.010900268305619978,0.016646293268151955,Other_Faults,Other_Faults
0,7,0,1414,0.3907254271183019,0.01588582381265204,0.007373035752236206,0.44408602989671625,0.11090796673008761,0.0021581440639890947,0.028863572626016788,Other_Faults,Other_Faults
0,7,0,1754,0.08353000067141494,0.002628599518045658,0.009361733494068982,0.19828611424218495,0.039042054189926505,0.0018878640478122888,0.6652636338365459,Z_Scratch,Other_Faults
0,7,0,1899,0.24929704932835095,0.04818783888449682,0.005687978193190951,0.6370263626832187,0.02288586388957643,0.006564902492855002,0.030350004528311218,Other_Faults,Other_Faults
0,7,0,1320,0.08790440993631612,0.023024411488506827,0.0733398979971658,0.711768704252818,0.07690005611311818,0.0030521656913804806,0.02401035452069461,Other_Faults,Other_Faults
0,7,0,1937,0.10690560418016977,0.005231441060258591,0.1817926252384236,0.6108886643596813,0.01109557761446316,0.005292536574091034,0.07879355097291313,Other_Faults,Other_Faults
0,7,0,1879,0.5370265990943569,0.009894345295505544,0.001888701296695656,0.39388552523730086,0.009603195954902945,0.0014986834024637624,0.04620294971877446,Bumps,Other_Faults
0,7,0,1647,0.2867813721718121,0.014589375131700196,0.017691243274471313,0.5342500029479154,0.0667387560904164,0.06192158497583128,0.018027665407853406,Other_Faults,Other_Faults
0,7,0,1601,0.2511378134845312,0.06391764005730223,0.005050101762677264,0.3580705208779473,0.11929400594173925,0.0025039198335273442,0.20002599804227553,Other_Faults,Other_Faults
0,7,0,1394,0.145037363424005,0.03610479246896526,0.046692888523056315,0.6804816834315466,0.016181530201191688,0.05653139168104374,0.018970350270191,Other_Faults,Other_Faults
0,7,0,1881,0.28786311510484847,0.03701713008077495,0.009140952137650695,0.48646150374751185,0.028208202765609744,0.003287278532885354,0.14802181763071934,Other_Faults,Other_Faults
0,7,0,1585,0.2983053172388699,0.04279891496675028,0.003946085717398694,0.33703446859421593,0.2885721688904451,0.0006382003696837764,0.02870484422263661,Other_Faults,Other_Faults
0,7,0,1510,0.22451755350784328,0.031170678100292958,0.02189524831043143,0.6648384883902145,0.04257272915601238,0.008465232158837741,0.006540070376367158,Other_Faults,Other_Faults
0,7,0,1519,0.19681842049413298,0.029538825975099384,0.046036768497130315,0.3388721005692971,0.38005768390669564,0.0048092032466709915,0.003866997310973858,Pastry,Other_Faults
0,7,0,1309,0.43512564046605706,0.005991091659051317,0.003018523254093593,0.4188659007707008,0.07340444658936192,0.0044926054111736795,0.0591017918495624,Bumps,Other_Faults
0,7,0,1936,0.09313196485752363,0.001809177267166978,0.11492516748153615,0.7119864093447477,0.005049042783499594,0.011142010612110322,0.06195622765341586,Other_Faults,Other_Faults
0,7,0,1858,0.22459759446602118,0.07112676933885871,0.035646369532266624,0.6265894904380522,0.022135578195567475,0.0047260537041371896,0.015178144325095773,Other_Faults,Other_Faults
0,7,0,1447,0.6636263756636591,0.0030534264379140086,0.011807491559265797,0.29573739199631865,0.01719253366603628,0.0007745607597691024,0.007808219917037046,Bumps,Other_Faults
0,7,0,1873,0.2379500155665766,0.05949466656284415,0.014689242404669454,0.5702822934088143,0.030666384093251727,0.0010122376821432594,0.08590516028170049,Other_Faults,Other_Faults
0,7,0,1920,0.09001090665729652,0.011586062016997157,0.17312762712237997,0.5905899069356733,0.008542434019817456,0.010021138890183575,0.11612192435765255,Other_Faults,Other_Faults
0,7,0,1902,0.17083879284496578,0.05859043471506899,0.002290693724626156,0.7164252013444025,0.021737986928942785,0.014396286528319601,0.01572060391367508,Other_Faults,Other_Faults
0,7,0,1297,0.06562699158047662,0.011569812521304634,0.008558643408386675,0.6139400990562873,0.2871183949415066,0.0010956217269516503,0.012090436765086601,Other_Faults,Other_Faults
0,7,0,1938,0.09773607541111001,0.0022318803394716516,0.27611392780087785,0.48465599289211564,0.017074888820833172,0.004743890881758113,0.11744334385383372,Other_Faults,Other_Faults
0,7,0,1302,0.04419273582274982,0.009178342807319474,0.005169488698715072,0.5044657179886047,0.4265288665337988,7.843137254901961e-05,0.010386416776263561,Other_Faults,Other_Faults
0,7,0,1618,0.43728317724900156,0.0029733618674905086,0.001790234288517967,0.40170337219243274,0.022729374795960235,0.0004560716887855473,0.1330644079178117,Bumps,Other_Faults
0,7,0,1800,0.20268317020507845,0.016471725098801016,0.003922186801204185,0.5834079259528827,0.03415357686958964,0.015212654394080493,0.14414876067836313,Other_Faults,Other_Faults
0,7,0,1758,0.06969091950984546,0.005823623112397128,0.0038341900457149357,0.2430155997226918,0.010141910929645108,0.0022129099287447047,0.6652808467509612,Z_Scratch,Other_Faults
0,7,0,854,0.06915868903373491,0.5791018962255793,0.005815134791020926,0.1532591958066659,0.16913625281302755,0.0010855810288564994,0.022443250301115145,Dirtiness,Dirtiness
0,7,0,858,0.13795695586892145,0.39879607102522335,0.005814532328127,0.2825277666514387,0.1495494066019189,0.003033524404184184,0.022321743120187008,Dirtiness,Dirtiness
0,7,0,818,0.1422381464321949,0.3059167758266178,0.005943298783315823,0.3407161674461527,0.16684551425789945,0.002227290801284168,0.036112806452535194,Other_Faults,Dirtiness
0,7,0,836,0.5137528963205431,0.06457940858906565,0.006685731550660037,0.36521707516142343,0.024087783395480976,0.0020293594344288402,0.023647745548398116,Bumps,Dirtiness
0,7,0,859,0.14347091307689847,0.4599114007251115,0.00402356123025924,0.2248219185628242,0.15594447574366954,0.0014636324923043183,0.010364098168933474,Dirtiness,Dirtiness
0,7,0,826,0.1734413517059262,0.2626038672257923,0.012670854178746315,0.38120389712345004,0.11938688091117859,0.007368146020629057,0.04332500283427773,Other_Faults,Dirtiness
0,7,0,635,0.0,0.0,0.9973288561636304,0.002138673616388404,0.00011428571428571428,0.0,0.00041818450569515697,K_Scratch,K_Scratch
0,7,0,649,0.004757247396299234,0.001076750700280112,0.9558339556479953,0.02750133723357386,0.006117402957073255,0.0,0.004713306064778092,K_Scratch,K_Scratch
0,7,0,548,0.005567607864945777,0.00010526315789473683,0.9367336624136329,0.04192344937621007,0.004026733002905094,0.0,0.01164328418441167,K_Scratch,K_Scratch
0,7,0,357,0.05319693684190836,0.01992718370899573,0.5823982934385074,0.3157531430259858,0.01651120158618874,0.0068188815451565065,0.005394359853258104,K_Scratch,K_Scratch
0,7,0,429,0.0,0.0,0.9996510318949342,0.00012570356472795498,0.0,0.0,0.00022326454033771105,K_Scratch,K_Scratch
0,7,0,570,0.0004832372531640697,0.0,0.9799191522823805,0.017822024493793314,2.8169014084507043e-05,0.0,0.0017474169565782076,K_Scratch,K_Scratch
0,7,0,363,0.05472046861447961,0.021992753049338783,0.6255802285494068,0.2618133854192201,0.026688112103349655,0.007562550093675134,0.0016425021705298195,K_Scratch,K_Scratch
0,7,0,382,0.0997678838912985,0.007191003145319745,0.18095283241190613,0.6582747775544882,0.04190395170119977,0.00316210124416123,0.008747450051626082,Other_Faults,K_Scratch
0,7,0,463,0.0,0.0,0.9977238478305872,0.0018510893090099342,0.0,0.0,0.0004250628604030401,K_Scratch,K_Scratch
0,7,0,537,0.005977279377182423,0.00039854070660522275,0.9256119171340335,0.053135215923785964,0.004233442730110398,0.0,0.010643604128282759,K_Scratch,K_Scratch
0,7,0,482,0.00028148148148148146,0.0,0.9950512861758058,0.0031596465205298583,0.0,0.0,0.001507585822182596,K_Scratch,K_Scratch
0,7,0,605,0.045455093139303925,0.004763153044941455,0.5318609342732081,0.3245060685281451,0.007530501059667723,0.0021370047543733733,0.08374724520036017,K_Scratch,K_Scratch
0,7,0,736,0.030368582882598943,0.0,0.6766862531817726,0.2277171006606043,0.032581818070274916,0.0,0.032646245204749735,K_Scratch,K_Scratch
0,7,0,539,0.05635808906237001,0.016179983878872334,0.2836292104638724,0.5108102546340008,0.04532743983937913,0.0013906976402542905,0.0863043244812511,Other_Faults,K_Scratch
0,7,0,696,0.0009548308438719617,0.0,0.978331602171631,0.020627055356590325,4e-05,0.0,4.651162790697674e-05,K_Scratch,K_Scratch
0,7,0,532,0.002353709304614982,0.0,0.9704141748932037,0.02032413179978282,0.0009874889600922602,0.0,0.005920495042306143,K_Scratch,K_Scratch
0,7,0,545,0.024523477144641526,0.0028362699624799276,0.7566876291386385,0.17848984141799784,0.016132092724515282,0.0007537530585356671,0.020576936553192496,K_Scratch,K_Scratch
0,7,0,529,0.004709185589345658,0.0,0.9645193037245021,0.027105667652855662,4e-05,0.0,0.0036258430332963875,K_Scratch,K_Scratch
0,7,0,715,0.027824319809141133,0.0,0.7540623597285717,0.1663041597141991,0.017362186671301592,0.00010526315789473683,0.0343417109188924,K_Scratch,K_Scratch
0,7,0,666,0.06183582511505502,0.015302475095838356,0.4078795013191623,0.3687860028479393,0.024436758884077404,0.004892265225719926,0.11686717151220784,K_Scratch,K_Scratch
0,7,0,366,0.06411775098174108,0.0034308120360059496,0.5449885725938373,0.3428956564777499,0.02657988845477892,0.0033418800815875364,0.014645439374300547,K_Scratch,K_Scratch
0,7,0,349,0.04364400631287163,0.0032083699698286818,0.6935080044838958,0.2366298150225018,0.014324728702324383,0.00728018303528376,0.00140489247329419,K_Scratch,K_Scratch
0,7,0,538,0.002534432239575289,0.0,0.970191176112637,0.021916963266408095,0.0009074889600922602,0.0,0.004449939421287197,K_Scratch,K_Scratch
0,7,0,609,0.0008855521309882365,0.00013793103448275863,0.9731587177753014,0.022417414649990117,0.0006152999130686758,0.0,0.0027850844961687295,K_Scratch,K_Scratch
0,7,0,640,0.0,0.0,0.9968825638083146,0.003117436191685259,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,423,0.002471175242571677,0.0,0.9844255478733815,0.012869943550713412,9.523809523809523e-05,0.0,0.0001380952380952381,K_Scratch,K_Scratch
0,7,0,553,0.01767100932075621,0.0009355564128302084,0.8204177483991402,0.12778010527969919,0.013540882702004613,0.0007433417459733249,0.018911356139597095,K_Scratch,K_Scratch
0,7,0,470,0.0011015164829343825,0.0,0.9909374454411611,0.006592897469025752,0.00029411764705882356,0.0,0.0010740229598197764,K_Scratch,K_Scratch
0,7,0,504,0.0012514035054004026,0.0,0.9760709172507785,0.018396105120052002,0.00041337131303343673,0.0,0.003868202810735574,K_Scratch,K_Scratch
0,7,0,565,0.0024212196177847683,0.0,0.9866353150550797,0.009267432622032536,7.407407407407407e-05,0.0,0.0016019586310289152,K_Scratch,K_Scratch
0,7,0,589,0.05450970941379442,0.0066619290741593085,0.4562751281958878,0.3530763088473117,0.01290067189002719,0.0041015388319901955,0.11247471374682949,K_Scratch,K_Scratch
0,7,0,546,0.008168045350898104,5e-05,0.9003404928254586,0.06663302441679272,0.00989012905467412,5e-05,0.014868308352176956,K_Scratch,K_Scratch
0,7,0,498,0.0003628282828282828,7.142857142857142e-05,0.9930078930272516,0.0035600443786127063,0.0006748917748917748,0.0,0.0023229139649871356,K_Scratch,K_Scratch
0,7,0,477,0.00025,0.0,0.9989633279643917,0.0006366720356082059,0.0,0.0,0.00015,K_Scratch,K_Scratch
0,7,0,371,0.044266251485303124,0.0032839102423164825,0.592810197488416,0.3328287118352661,0.0118167181911167,0.011591503502426671,0.00340270725515536,K_Scratch,K_Scratch
0,7,0,436,0.05226386701198936,0.005149789757808138,0.3820342365681165,0.4531469157594056,0.012219485472007772,0.003231463081800289,0.09195424234887244,Other_Faults,K_Scratch
0,7,0,689,0.00042780864068783943,0.0,0.9832121805582917,0.015342773977314986,4e-05,0.0,0.0009772368237056987,K_Scratch,K_Scratch
0,7,0,716,0.027849598140886694,0.0,0.7506079120774098,0.17100939859644218,0.016302237067481365,0.0,0.034230854117780415,K_Scratch,K_Scratch
0,7,0,481,8e-05,0.0,0.9978643793079438,0.0016082871027063746,0.0,0.0,0.00044733358934971834,K_Scratch,K_Scratch
0,7,0,69,0.36565216142761536,0.005474919006711087,0.004511742003671209,0.48620886106859473,0.1273795962485707,0.0005946763057541021,0.010178043939082917,Other_Faults,Pastry
0,7,0,91,0.08611000067742923,0.05031558585338637,0.03834673580169839,0.4310073056266992,0.35193756899651873,0.0001936985320443967,0.04208910451222359,Other_Faults,Pastry
0,7,0,84,0.29024020882972035,0.009164317289460941,0.02689734850216666,0.537285233000358,0.07731921622874417,0.009510769183467467,0.049582906966082405,Other_Faults,Pastry
0,7,0,100,0.2667240136177234,0.06462475066634665,0.03091662666069326,0.5038262701161856,0.11356876310375051,0.014514138030554544,0.0058254378047454276,Other_Faults,Pastry
0,7,0,25,0.1642882667224058,0.051135826845363934,0.0387626202167315,0.32273230352137666,0.41610054191722773,0.002023386312166083,0.004957054464728467,Pastry,Pastry
0,7,0,156,0.09700398843922055,0.013630665977414662,0.0012791260401938934,0.14709647018863825,0.24759210629793707,0.000127789046653144,0.49326985400994283,Z_Scratch,Pastry
0,7,0,102,0.09405719079118126,0.011756555898451032,0.013227686192278206,0.46922310609318735,0.3921609734282914,0.0009308565531475747,0.018643631043463442,Other_Faults,Pastry
0,7,0,114,0.030251028916065046,0.08277383897413378,0.008572310754471936,0.3245253810415781,0.5398691937331062,0.0001676190476190476,0.013840627533025687,Pastry,Pastry
0,7,0,119,0.032019300607984184,0.08790664874841647,0.011869660791145981,0.34162820369059965,0.4970268130422898,0.0002918048921696338,0.029257568227393997,Pastry,Pastry
0,7,0,64,0.3916516843076108,0.0036900230177240294,0.0014064744747598762,0.4975297487803146,0.0967555849437034,0.0009434914092334289,0.008022993066654008,Other_Faults,Pastry
0,7,0,129,0.07370263150245501,0.03988856798476036,0.005153711410859565,0.3543892601624604,0.5198176753352614,0.0,0.00704815360420377,Pastry,Pastry
0,7,0,61,0.3389675578618184,0.006812955766952323,0.0016359146780920738,0.47827177200363735,0.13863249195517632,0.0036738049882260185,0.032005502746097425,Other_Faults,Pastry
0,7,0,130,0.0805005776993022,0.0974236718691356,0.010104974338955219,0.2827609341949958,0.5104548103030179,0.00029788288288288287,0.018457148711710034,Pastry,Pastry
0,7,0,126,0.048868846210556746,0.12337935908797942,0.019406322164764834,0.27870786565149264,0.5085622471722895,9.017223910840932e-05,0.02098518747380883,Pastry,Pastry
0,7,0,72,0.2712392807055758,0.04459692347760535,0.001372886213867858,0.33339166534963904,0.31335902058299897,0.00018095238095238095,0.0358592712893613,Other_Faults,Pastry
0,7,0,125,0.0393251450407273,0.07426372932033729,0.01355446828576098,0.3970942199597324,0.44335506874830904,0.0005447719462005176,0.03186259669893241,Pastry,Pastry
0,7,0,209,0.016120115022773225,0.005851346240864952,0.225637475558839,0.2299471123952479,0.07233670162426688,4.7619047619047614e-05,0.45005963011038913,Z_Scratch,Z_Scratch
0,7,0,173,0.054346986826198145,0.0056894155462931355,0.0020717746072894815,0.15393204753262613,0.09904179242575904,0.0005938695076852972,0.6843241135541481,Z_Scratch,Z_Scratch
0,7,0,216,0.053845284454169515,0.009857956656058826,0.0031282628391711116,0.14434808655378278,0.04926835552802429,0.00010025062656641603,0.7394518033422265,Z_Scratch,Z_Scratch
0,7,0,169,0.038748269598205924,0.004766157815534342,0.0007617528104794659,0.1344183924284722,0.05950949962813197,0.0001457051720209615,0.7616502225471544,Z_Scratch,Z_Scratch
0,7,0,198,0.34968532068977093,0.000728322903607732,0.003008819687126831,0.34811590887421123,0.012105948166400716,0.006580237912696519,0.27977544176618574,Bumps,Z_Scratch
0,7,0,294,0.10384504177401757,0.0005294405922516356,0.0011110894238415383,0.11591585425731217,0.01776607357214414,3.3333333333333335e-05,0.7607991670470996,Z_Scratch,Z_Scratch
0,7,0,179,0.32838355289168747,0.003149331738656994,0.0027568588858676527,0.30728326525394045,0.01848007126407013,0.004881365533596275,0.33506555443218117,Z_Scratch,Z_Scratch
0,7,0,223,0.02658798182966044,0.0024346106681983897,0.0008290252048620885,0.08669068027198647,0.014941464723604957,0.0,0.8685162373016878,Z_Scratch,Z_Scratch
0,7,0,287,0.07926432543354488,0.00027533096926713943,0.00022641509433962264,0.09525583713629907,0.009007019004892876,3.846153846153846e-05,0.8159326108231941,Z_Scratch,Z_Scratch
0,7,0,279,0.03806264195468203,7.764091078760732e-05,0.0,0.09419025710304549,0.02669860340641336,5e-05,0.8409208566250713,Z_Scratch,Z_Scratch
0,7,0,191,0.18954360183687752,0.0017242099989740166,0.0010725116242168808,0.2818733758299368,0.0176623379249314,0.007196715672884937,0.5009272471121784,Z_Scratch,Z_Scratch
0,7,0,344,0.23861314175725348,0.019202979441119636,0.012643524794734823,0.6316682447532336,0.049100112131751784,0.00992917653067274,0.038842820591234006,Other_Faults,Z_Scratch
0,7,0,180,0.05848683837659414,0.0010987864766812134,0.0012482870556429129,0.14129508784134578,0.01187883550618871,0.00016878787878787878,0.7858233768647592,Z_Scratch,Z_Scratch
0,7,0,262,0.10009065660118403,0.0006685743686157952,0.0010068482242395285,0.19234381466345699,0.004394884999083612,0.003537848474664032,0.6979573726687566,Z_Scratch,Z_Scratch
0,7,0,325,0.08000861617119401,0.0013352854803950214,0.0001697792869269949,0.16369694085660574,0.0315299859625472,0.0002787581699346405,0.7229806340723964,Z_Scratch,Z_Scratch
0,7,0,278,0.04789240311236757,0.005775226920349439,0.005622617466984155,0.19658387029683128,0.011820518109049665,0.008453753608730304,0.723851610485688,Z_Scratch,Z_Scratch
0,7,0,286,0.07428934499448156,0.0022694904878116334,0.014993151621326403,0.13088304770423456,0.04253227855519702,0.001678434548580061,0.7333542520883687,Z_Scratch,Z_Scratch
0,7,0,164,0.019772045869847866,0.01302999939691289,0.0034290147223103714,0.18171109936586782,0.052649006326703815,0.00010025062656641603,0.7293085836917907,Z_Scratch,Z_Scratch
0,7,0,214,0.03597879108231964,0.008823723790569891,0.011460619866284414,0.16887920833574663,0.04774170545379458,0.00010025062656641603,0.7270157008447186,Z_Scratch,Z_Scratch
0,7,0,753,0.006880141294839074,0.0,0.0398385641833131,0.03588890501544528,0.0005228108593384337,0.9161387673904486,0.0007308112566155371,Stains,Stains
0,7,0,786,0.016769934231611806,0.0,0.02223855147257871,0.07314716117737809,0.003922870866803641,0.8824309032599135,0.0014905789917140744,Stains,Stains
0,7,0,780,0.011383722601608462,0.0,0.022728804333083767,0.048460118819548155,0.001727381387788273,0.9155028389319371,0.0001971339260341818,Stains,Stains
0,7,0,755,0.011956809718629271,0.0,0.03405939018147307,0.045293674541337675,0.0018338528306802548,0.9057238741696768,0.0011323985582028387,Stains,Stains
0,7,0,756,0.008401302759257042,0.0,0.03593276787643823,0.025857351738427327,0.0006390865472520527,0.9288530589069772,0.00031643217164821686,Stains,Stains
0,7,0,778,0.014224439435389011,0.0,0.020784341627582362,0.05390420774348453,0.0018152195087710714,0.9087755124595934,0.0004962792251794809,Stains,Stains
0,7,0,809,0.009422034537969701,0.0,0.03898122981301205,0.04040652000713593,0.0014562277236507375,0.9091953335243612,0.0005386543938704391,Stains,Stains
0,8,0,934,0.5403286821140547,0.014279308776571466,0.002768551693710505,0.37206766869479957,0.05517868643429342,0.0028582289537376704,0.012518873332832237,Bumps,Bumps
0,8,0,981,0.4382146159345746,0.013504095575325606,0.059017547178635096,0.4300811310353366,0.04690106184210341,0.00871638658491637,0.003565161849108263,Bumps,Bumps
0,8,0,1178,0.3170978568683486,0.013183219084909409,0.007234791491119111,0.5263559125497995,0.08145354290843708,0.0010896226946388399,0.05358505440274721,Other_Faults,Bumps
0,8,0,1078,0.37627972583641756,0.06576073730224864,0.007857490055744093,0.39428502925428055,0.11647890643419534,0.019999896638977156,0.019338214478136856,Other_Faults,Bumps
0,8,0,1062,0.41431951307464177,0.008529727223424571,0.0008380067570812557,0.39466784696300417,0.16314426198815818,0.0016229666303133785,0.016877677363376378,Bumps,Bumps
0,8,0,1196,0.2622464889098219,0.004268043038243862,0.05133901686259213,0.6203378577993925,0.047847261937745786,0.0019931715061553704,0.011968159946048936,Other_Faults,Bumps
0,8,0,1031,0.463645147765058,0.017463715201322512,0.0011795336845189614,0.3469348671424542,0.15330895740452782,0.002114161351204804,0.015353617450913622,Bumps,Bumps
0,8,0,895,0.5290405143261867,0.010429160669847988,0.003316960396770273,0.3730795813670933,0.059865804105167696,0.002404604580828627,0.0218633745541056,Bumps,Bumps
0,8,0,988,0.5838051242044302,0.007075586396288789,0.008682612508089337,0.34119997240450806,0.04439457187614042,0.000610095015723819,0.014232037594820035,Bumps,Bumps
0,8,0,936,0.4046452108736866,0.014264491721267375,0.0021356734503762682,0.31236597374551783,0.25178373831307316,0.0006209150326797386,0.014183996863398957,Bumps,Bumps
0,8,0,960,0.6728431519418125,0.00627030135884352,0.00975444938497037,0.23741204271203087,0.01616931182325181,6.0606060606060605e-05,0.057490136718485095,Bumps,Bumps
0,8,0,1008,0.3577727865196161,0.013934959476595843,0.006416508183348112,0.45408584482882675,0.08856015356855812,0.0035488960726243884,0.07568085135043108,Other_Faults,Bumps
0,8,0,985,0.42298428717460673,0.013046387784930799,0.00725782262650255,0.3929508378710003,0.02080536475918574,0.0005231208802811847,0.14243217890349294,Bumps,Bumps
0,8,0,1017,0.5598943534540459,0.0025574224116089966,0.020074277439209958,0.36158308443102877,0.04881375683218821,0.0002519472958113932,0.006825158136106949,Bumps,Bumps
0,8,0,1159,0.5586945190421743,0.0063481634831650605,0.007180425809426361,0.32479299853762655,0.010039385891367138,0.0002124995242263921,0.09273200771201476,Bumps,Bumps
0,8,0,1043,0.24112241049054145,0.023212050290708445,0.003679091441117518,0.522874090639819,0.15638142937912874,0.0023575329268795864,0.050373394831804606,Other_Faults,Bumps
0,8,0,880,0.45634385252175924,0.009109803537932552,0.013595086472935766,0.3831673790995953,0.061504133496061285,0.011117642456372366,0.0651621024153438,Bumps,Bumps
0,8,0,1220,0.7727688405631162,0.006219872046896697,0.004500294668274427,0.20564429077416288,0.005722214463832523,0.0005092756878212392,0.004635211795896689,Bumps,Bumps
0,8,0,1030,0.471635946219139,0.028079328316426868,0.002198727558011129,0.4313307845175271,0.042334245950350444,0.0018604988524886167,0.022560468586056998,Bumps,Bumps
0,8,0,1129,0.4418269535812458,0.0038176713960920094,0.05861378713808733,0.44214652283452677,0.039274344076693425,0.004700429174247729,0.009620291799107486,Other_Faults,Bumps
0,8,0,891,0.60855271496507,0.0023053769985357008,0.0026486882970514778,0.2859081887212485,0.09006477872236424,0.0015624156556487666,0.008957836640081101,Bumps,Bumps
0,8,0,943,0.6857890891924756,0.0039322857652368546,0.00033646812957157784,0.2661929389143172,0.03993980368382677,0.0006091678133054005,0.003200246501266991,Bumps,Bumps
0,8,0,1225,0.5612148250038214,0.04400096975874386,0.0024266859610657704,0.36385070911771755,0.013917632533160649,0.002700347207504156,0.011888830417986723,Bumps,Bumps
0,8,0,909,0.6578921040064,0.0031481389686642976,0.002002409070612282,0.2664420158446727,0.06305191427091048,0.000300961220961221,0.007162456617778958,Bumps,Bumps
0,8,0,1246,0.4796490906750744,0.01770922968646365,0.022227021894114553,0.4394644539306592,0.020504071232111704,0.00704625700512038,0.01339987557645589,Bumps,Bumps
0,8,0,974,0.20993610948465158,0.2801975156144354,0.0053047339017760296,0.25769337618545923,0.22257308992132085,0.007889357180632052,0.016405817711725185,Dirtiness,Bumps
0,8,0,896,0.5336210715985649,0.013001051624619755,0.004349325068667723,0.3431343796911266,0.0755796826715829,0.01488770557148898,0.015426783773948786,Bumps,Bumps
0,8,0,967,0.5484900688463094,0.04122905446805189,0.011605581013229338,0.34026361690221535,0.029005928614975245,0.012967273849270539,0.01643847630594865,Bumps,Bumps
0,8,0,1197,0.5030376901963693,0.00497317352532377,0.005469091902005029,0.4545996193668576,0.009125919703103965,0.00230225866935127,0.02049224663698898,Bumps,Bumps
0,8,0,1112,0.18418472828835425,0.007403667571613059,0.10038989275224083,0.6109161018883648,0.01702186582582147,0.0062060259616679115,0.07387771771193838,Other_Faults,Bumps
0,8,0,1067,0.3679047572845303,0.024469880851931792,0.04581734111327461,0.5152622501038411,0.020632839972596035,0.006751721469478719,0.019161209204346805,Other_Faults,Bumps
0,8,0,1075,0.5591489484587104,0.004932796165194339,0.017905984166613355,0.32415522839226163,0.05982849809673437,0.015190670607602354,0.018837874112883915,Bumps,Bumps
0,8,0,1256,0.45510936691405796,0.010725892173053765,0.006609639597196442,0.4103865891471008,0.058284881230273936,0.0015315044842177305,0.057352126454100164,Bumps,Bumps
0,8,0,1265,0.316437376347925,0.060630693585816284,0.0012804141070785517,0.369718376545401,0.1156134772898623,0.0027433289337131157,0.13357633319020387,Other_Faults,Bumps
0,8,0,1107,0.2175809099125862,0.008374918979641835,0.02764357219771987,0.6548366261380647,0.01806791377363853,0.033645039121898195,0.03985101987645046,Other_Faults,Bumps
0,8,0,1162,0.6703779893728808,0.0010087206499768992,0.010331928675722572,0.27716902109390545,0.015021859023735436,9.764309764309764e-05,0.02599283808613597,Bumps,Bumps
0,8,0,1056,0.5956777325571377,0.0029764604722338135,0.0027063573515183482,0.2515391514922299,0.02002482949550153,0.0,0.12707546863137892,Bumps,Bumps
0,8,0,1234,0.3418270672144216,0.04530724380768276,0.0715215597016466,0.4675089282264293,0.022924734073166083,0.002090759386673926,0.04881970758997987,Other_Faults,Bumps
0,8,0,929,0.6291422282700205,0.003047096585495646,0.005558008143185688,0.21531280324512675,0.021822403334784333,8.333333333333333e-05,0.1250341270880531,Bumps,Bumps
0,8,0,1200,0.41533234471422786,0.01052333646804947,0.0053446533775145,0.5155441712519461,0.00917803447439335,0.0021706075435874014,0.04190685217028148,Other_Faults,Bumps
0,8,0,1751,0.03944615299007468,0.01145045449265103,0.001678290522183043,0.16613603009296604,0.02712265806785545,4.545454545454546e-05,0.7541209592888157,Z_Scratch,Other_Faults
0,8,0,1857,0.18613659169603378,0.03490834212156996,0.002381120937286034,0.6216672651373506,0.04898120226991615,0.005098247383495277,0.10082723045434865,Other_Faults,Other_Faults
0,8,0,1642,0.3149474624373576,0.04715922743907331,0.028377361621574608,0.4487245609140169,0.04432216328015782,0.09245925994399401,0.024009964363825888,Other_Faults,Other_Faults
0,8,0,1542,0.11129630604590872,0.0578174121932098,0.16184769641535393,0.5753282049153451,0.031153681391008544,0.038409194486619724,0.0241475045525543,Other_Faults,Other_Faults
0,8,0,1566,0.2895497510271681,0.02887283652752308,0.0033863265556548674,0.44246255818770425,0.16788061489470896,0.003724209295449228,0.06412370351179159,Other_Faults,Other_Faults
0,8,0,1514,0.17062297191605205,0.23464178983969353,0.007365334154246204,0.25610623609059036,0.30471994492055093,0.0010956969824489373,0.025448026096418736,Pastry,Other_Faults
0,8,0,1463,0.3665608223652712,0.006484138686426971,0.07437763594076896,0.4788697265260737,0.05319816232879647,0.0026293691502707233,0.017880145002392243,Other_Faults,Other_Faults
0,8,0,1916,0.1142764381990743,0.006862869546605368,0.07413771342812693,0.7488850842116224,0.0028939161508279737,0.01738889525584905,0.03555508320789383,Other_Faults,Other_Faults
0,8,0,1676,0.3247264750957409,0.008370660036269602,0.13726702392471732,0.4565149625356442,0.02099260271194367,0.00025567448651900147,0.05187260120916507,Other_Faults,Other_Faults
0,8,0,1805,0.27070493478739055,0.0032058743061469017,0.0015631821151290822,0.6203542716973754,0.027987205939731086,0.010339866791827147,0.06584466436239927,Other_Faults,Other_Faults
0,8,0,1345,0.29718345867136586,0.015437747235439673,0.024696077335670363,0.4906629928566483,0.1525961719264755,0.006950234313219306,0.012473317661182181,Other_Faults,Other_Faults
0,8,0,1725,0.1306710132220682,0.04397646561428478,0.02685409160049745,0.44141279382195425,0.344714341709844,0.0020235415751308746,0.010347752456220901,Other_Faults,Other_Faults
0,8,0,1555,0.1606799518742125,0.3360886043830435,0.02312947909356654,0.2745676849010053,0.17213897301691555,0.0035745614681309597,0.02982074526312624,Dirtiness,Other_Faults
0,8,0,1465,0.33766602486125225,0.005092646874028878,0.04878190141761896,0.4868852920790261,0.11426087324478373,0.004020746797318336,0.003292514725972872,Other_Faults,Other_Faults
0,8,0,1553,0.16301286953618138,0.2825965423992138,0.013268670845111474,0.32493422859153387,0.16984881179630404,0.003996323100378114,0.04234255373127747,Other_Faults,Other_Faults
0,8,0,1710,0.07043907415355999,0.04984330806395575,0.03708565568636237,0.650294200587753,0.1383167241344746,0.0021804282311620187,0.05184060914273276,Other_Faults,Other_Faults
0,8,0,1370,0.23346173345555699,0.05518970045606514,0.0034227314267554314,0.6496049421272682,0.02865589545012403,0.009936777922077072,0.01972821916215278,Other_Faults,Other_Faults
0,8,0,1434,0.4225805668304625,0.002381410846215405,0.0005944152853381538,0.48826340799240797,0.08050199845621756,0.001874090518125897,0.003804110071232372,Other_Faults,Other_Faults
0,8,0,1554,0.1787208279955119,0.3197815239340318,0.007229985971540905,0.2783593747992046,0.1803122864658348,0.003494520939792839,0.03210147989408323,Dirtiness,Other_Faults
0,8,0,1907,0.08387814815248641,0.008799391103052391,0.20800366969949952,0.5851492608896269,0.011757545805921603,0.005387891946375284,0.09702409240303823,Other_Faults,Other_Faults
0,8,0,1406,0.46954948224377535,0.002923870187928264,0.0034319309205274023,0.4464957595532913,0.06882437716861628,0.0007995680555773966,0.007975011870284165,Bumps,Other_Faults
0,8,0,1600,0.1599171446919287,0.036512075126704874,0.009580239552810095,0.6466487936351095,0.05691227298372255,0.003935655172227686,0.08649381883749677,Other_Faults,Other_Faults
0,8,0,1591,0.21369965723967996,0.1024871313099758,0.032197933721193464,0.2817920405610548,0.36840416838874257,0.00040459468564549457,0.0010144740937084737,Pastry,Other_Faults
0,8,0,1415,0.4095813783351407,0.014719893954803427,0.016543348432126976,0.44149153494365767,0.07104384388956285,0.0033887963460038735,0.043231204098704915,Other_Faults,Other_Faults
0,8,0,1541,0.27939640977152863,0.007555870450667811,0.09771740140795904,0.5377892107015287,0.06336985088991534,0.00041304093567251466,0.013758215842728226,Other_Faults,Other_Faults
0,8,0,1432,0.6800995132881321,0.012449882193375157,0.010584258658572607,0.2719920556655485,0.01498203014374234,0.00032253119429590015,0.009569728856333374,Bumps,Other_Faults
0,8,0,1392,0.11061189994961251,0.025044796923607837,0.1723176013048501,0.5894952099789073,0.011361748341766072,0.04552985552811631,0.045638887973140044,Other_Faults,Other_Faults
0,8,0,1288,0.08994295700972665,0.002090084286836989,0.11494237087012343,0.7476868965178345,0.017539167846261007,0.0016854958467047286,0.026113027622512285,Other_Faults,Other_Faults
0,8,0,1678,0.42365999586845,0.0089394319113842,0.002015053896291337,0.38105897198966204,0.022877810859142655,0.0005507971222022617,0.1608979383528674,Bumps,Other_Faults
0,8,0,1399,0.0764058567873742,0.011161177335774226,0.33190918199735153,0.5281300195190491,0.02518049210478183,0.0021788963985493047,0.02503437585711989,Other_Faults,Other_Faults
0,8,0,1747,0.39397575251858874,0.021783659261381903,0.004578163973568578,0.548533653782227,0.018285321645748264,0.0030934946052373416,0.009749954213247904,Other_Faults,Other_Faults
0,8,0,1461,0.4263586008264492,0.014733498758835348,0.02081178147134135,0.41170237381032293,0.10334163366872386,0.007254627665587974,0.015797483798739773,Bumps,Other_Faults
0,8,0,1762,0.11616025297116721,0.11919761510308303,0.04147186625081446,0.5161400710954349,0.10618227024964677,0.00455438253582243,0.09629354179403178,Other_Faults,Other_Faults
0,8,0,1459,0.2837748910771718,0.021063289935128775,0.03347403113011179,0.5409672939072755,0.08606920434771027,0.005629679573448979,0.029021610029153152,Other_Faults,Other_Faults
0,8,0,1635,0.501945686597549,0.0012439967410067853,0.00587888375994914,0.4174328900057533,0.065932281989153,0.0005416257816257817,0.007024635124963212,Bumps,Other_Faults
0,8,0,1540,0.12510362746568948,0.05995984555277036,0.11912234575201264,0.6281284947908535,0.025832100770880124,0.01385349501878434,0.028000090649009383,Other_Faults,Other_Faults
0,8,0,1451,0.4503686182062017,0.009874744631221403,0.012079078256643318,0.38061564410595516,0.057424048654240493,0.0007104532722179782,0.08892741287351981,Bumps,Other_Faults
0,8,0,1928,0.22343212337518364,0.007290890715935746,0.04782483430847363,0.6335590316215667,0.060608099622347485,0.0018905655488166931,0.025394454807676003,Other_Faults,Other_Faults
0,8,0,1692,0.06862785527567902,0.06006346614971755,0.03713533165952193,0.5993936667365416,0.12887993211824975,0.0002578816472825689,0.10564186641300774,Other_Faults,Other_Faults
0,8,0,1705,0.06476878123116162,0.03521282255791167,0.028382562011932656,0.759488646273183,0.08157153693861466,0.00043557816085124925,0.030140072826345655,Other_Faults,Other_Faults
0,8,0,1720,0.14054423351906253,0.002550765103525655,0.09730331812366373,0.7272925768386204,0.019123327137614905,0.0015598365771842147,0.011625942700328856,Other_Faults,Other_Faults
0,8,0,1834,0.08878577597074049,0.010806549130656023,0.14054314613067798,0.6522386877983968,0.019963229058289265,0.046505325498643384,0.041157286412596195,Other_Faults,Other_Faults
0,8,0,1416,0.31537025385073625,0.0075612099126402725,0.0019755733087252958,0.5629429651853819,0.08070278593142018,0.016784787582961334,0.014662424228134536,Other_Faults,Other_Faults
0,8,0,1820,0.10308933785519432,0.058807448655359175,0.008895713363227501,0.4659461188240712,0.34060990475286307,0.0011479545367065601,0.021503522012578213,Other_Faults,Other_Faults
0,8,0,1768,0.17994937958697066,0.006220476373265773,0.03891488405848113,0.7275650376170189,0.013293795591314352,0.007170190706436428,0.026886236066513025,Other_Faults,Other_Faults
0,8,0,1654,0.21263340491904098,0.013479481099778217,0.05163458625107311,0.6243165741996544,0.04756688625312633,0.024917607711142434,0.025451459566184376,Other_Faults,Other_Faults
0,8,0,1792,0.44212985606241495,0.002864130711624218,0.0017197421108378166,0.4609490085751381,0.0699869470297204,0.005252658334264159,0.01709765717600057,Other_Faults,Other_Faults
0,8,0,1749,0.0993454675774063,0.003911395294854823,0.3956567655116071,0.46497228539421803,0.01687833722092144,0.0007399569164239226,0.018495792084568582,Other_Faults,Other_Faults
0,8,0,1632,0.19442354853424984,0.05245758247431935,0.0015634234733120896,0.6934247313822355,0.03365988874448295,0.01368935414065953,0.010781471250740639,Other_Faults,Other_Faults
0,8,0,1860,0.5643510424265841,0.0020511651334108494,0.005600314913204882,0.35494633650615226,0.0622275957499928,0.00023999999999999998,0.010583545270655657,Bumps,Other_Faults
0,8,0,1335,0.12783053584191212,0.046369620247437696,0.03409006793164824,0.5735463029695341,0.19869569483684887,0.0012099073873453386,0.018257870785274504,Other_Faults,Other_Faults
0,8,0,1546,0.35027230718551844,0.02258560717966894,0.028220320837860188,0.5362590001853399,0.028299860363820487,0.009374821668021805,0.024988082579770192,Other_Faults,Other_Faults
0,8,0,1626,0.5682284768409454,0.003276405143329236,0.0005138953143327119,0.35420055466560485,0.06328186356917259,0.0006608638294027288,0.009837940637212836,Bumps,Other_Faults
0,8,0,1391,0.10787142547292894,0.025298568402375078,0.17903224180073057,0.5971199561918343,0.009536483539957796,0.03918422345934197,0.04195710113283166,Other_Faults,Other_Faults
0,8,0,1853,0.24469191000153875,0.008083153497261452,0.0036869039149317892,0.39942007784301614,0.2683628999562607,0.046185314122467354,0.029569740664524193,Other_Faults,Other_Faults
0,8,0,1609,0.3785803144051287,0.01504360665251472,0.002894011221406452,0.3403714742071306,0.24208034884912122,0.00015555555555555556,0.020874689109142915,Bumps,Other_Faults
0,8,0,1298,0.05443956280849506,0.018489690400784367,0.00462458465616144,0.5691805615738433,0.3461752658543236,0.00017940652963694437,0.006910928176755911,Other_Faults,Other_Faults
0,8,0,1870,0.22359467152407259,0.08597932947220752,0.04664714170985632,0.6037483088272421,0.024619849601149938,0.003346481483028188,0.01206421738244329,Other_Faults,Other_Faults
0,8,0,1374,0.36915524861830873,0.016794635632835137,0.0026149319750928698,0.5018430774955658,0.04031910311041783,0.012897125454013654,0.0563758777137659,Other_Faults,Other_Faults
0,8,0,1393,0.20535416983690494,0.045954840687122446,0.04611989776837258,0.6348909367328235,0.022610267332621607,0.019352389188520197,0.02571749845363466,Other_Faults,Other_Faults
0,8,0,1661,0.6701984525381053,0.0009452224088822113,0.0029696550496317,0.29984800551790847,0.014173358160703925,6.779661016949152e-05,0.011797509714599962,Bumps,Other_Faults
0,8,0,1292,0.05122857531604022,0.01188613447831551,0.006122331804567997,0.6350015060618605,0.28160313506836115,0.00016352694924123495,0.013994790321613966,Other_Faults,Other_Faults
0,8,0,1456,0.28444357538355003,0.012023514833801248,0.06223981591349784,0.5307800152572908,0.09383506780831007,0.006457921956902905,0.010220088846647638,Other_Faults,Other_Faults
0,8,0,1771,0.13199989401539483,0.0055849292232588435,0.04865165474957313,0.7534400518912308,0.004645149340492055,0.01565573317784046,0.04002258760220993,Other_Faults,Other_Faults
0,8,0,1886,0.31543953611211256,0.003347109701487352,0.00559292250703535,0.4208134724945505,0.15193214538944774,0.08398143628816546,0.018893377507201617,Other_Faults,Other_Faults
0,8,0,1742,0.1675651460625937,0.006405909907382763,0.09013516439075388,0.7042867249899748,0.01692238329004828,0.0022657367884140545,0.01241893457083295,Other_Faults,Other_Faults
0,8,0,1787,0.1913193614789436,0.010335238691347533,0.04585705493731413,0.6978426683279528,0.023307409567626728,0.004076494900278176,0.027261772096536713,Other_Faults,Other_Faults
0,8,0,853,0.07421632305046551,0.5317345504803248,0.010187056267835186,0.22619497105728842,0.12655308663652276,0.0014229122845491238,0.02969110022301399,Dirtiness,Dirtiness
0,8,0,842,0.0664731055668949,0.5793817682985478,0.004803661245058486,0.17316411633073533,0.15739948244064075,0.00038969862414340017,0.018388167493979313,Dirtiness,Dirtiness
0,8,0,865,0.3629629531107457,0.09717395902174056,0.008098468470816314,0.4505760530094918,0.05616759663687714,0.008959498699868243,0.01606147105046048,Other_Faults,Dirtiness
0,8,0,822,0.1245556358806571,0.34881104981803673,0.01324582570984597,0.3208971654876299,0.1421599749887632,0.0023928561655307493,0.04793749194953662,Dirtiness,Dirtiness
0,8,0,841,0.06815434290371136,0.5771599989669906,0.00455723469138617,0.17169018758849489,0.15974170911382005,0.00038969862414340017,0.01830682811145349,Dirtiness,Dirtiness
0,8,0,820,0.13886559785778327,0.39401350781937255,0.009687437387782973,0.25890335620634136,0.1670351689927159,0.0021420823989613588,0.029352849337042717,Dirtiness,Dirtiness
0,8,0,505,0.001392221642279327,0.0,0.9776893420097484,0.019127811556507956,3.7037037037037037e-05,0.0,0.0017535877544274676,K_Scratch,K_Scratch
0,8,0,508,0.001800593149160343,0.0,0.9671433842522352,0.027445873021045206,0.0005384615384615384,0.0,0.0030716880390974166,K_Scratch,K_Scratch
0,8,0,585,0.055430384826507466,0.002187542695970799,0.6363416419788597,0.2428221062240867,0.007722079135648936,0.001190700718013366,0.05430554442091194,K_Scratch,K_Scratch
0,8,0,566,0.0011919794546216044,0.0,0.9739241910871452,0.018707413102830073,0.002098911466319698,0.0,0.004077504889083465,K_Scratch,K_Scratch
0,8,0,571,0.0793997738575838,0.005931919944857244,0.2698219694706151,0.513855778691324,0.015022687612158884,0.004419835642583642,0.11154803478087702,Other_Faults,K_Scratch
0,8,0,503,0.0016450123759585713,0.0,0.9895843877423524,0.0031237786389518843,0.0014953860794378036,0.0,0.004151435163299501,K_Scratch,K_Scratch
0,8,0,488,0.00016,0.0,0.9988195505597229,0.0005648172563689805,0.0,0.0,0.00045563218390804594,K_Scratch,K_Scratch
0,8,0,385,0.29439088187182516,0.0009604193069222599,0.16860677196755852,0.47992865080350794,0.053117576313378774,0.0015033250645651033,0.00149237467224269,Other_Faults,K_Scratch
0,8,0,426,0.0005488362116269093,0.0,0.9960549212612351,0.0027225347534301923,0.0003846153846153846,0.0,0.0002890923890923891,K_Scratch,K_Scratch
0,8,0,356,0.026909599293605483,0.002378645296410671,0.5369986864536491,0.4122110401748623,0.006186100658684752,0.008710353241219363,0.006605574881568194,K_Scratch,K_Scratch
0,8,0,581,0.0004961065429756132,0.0,0.9910092498375449,0.007674011521539368,0.00029594964422550627,0.0,0.0005246824537147118,K_Scratch,K_Scratch
0,8,0,551,0.037637227853281566,0.0028197205687387774,0.7431890826714788,0.18365374231367587,0.01629694747821062,0.0,0.01640327911461358,K_Scratch,K_Scratch
0,8,0,724,0.007488133976587088,0.0017543498168498168,0.9348353175307792,0.04212119811689691,0.002708376471830964,0.0018877551020408164,0.009204868985015621,K_Scratch,K_Scratch
0,8,0,598,0.00022583222937274863,0.0,0.9880166880553436,0.011179842987647109,7.142857142857142e-05,0.0,0.0005062081562081563,K_Scratch,K_Scratch
0,8,0,624,0.00041624649859943973,0.0,0.9923141677094596,0.006664726538805867,0.00024039408866995075,0.0,0.00036446516446516443,K_Scratch,K_Scratch
0,8,0,439,0.0007627202255109231,0.0,0.9915432086176439,0.0038831593933168957,0.0009101479660690185,0.0,0.0029007637974596875,K_Scratch,K_Scratch
0,8,0,660,0.0,0.0,0.9972973453359425,0.002702654664057482,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,453,0.0014243617187561898,0.0,0.995841932138,0.0012877939340016618,0.0,0.0,0.0014459122092420652,K_Scratch,K_Scratch
0,8,0,708,0.0016869656126023435,0.0,0.9651708504533151,0.031561887514215424,3.7037037037037037e-05,0.0,0.0015432593828306532,K_Scratch,K_Scratch
0,8,0,459,0.0004651924651924652,0.0,0.9956073998838338,0.0029401017029792535,0.0,0.0,0.0009873059479942946,K_Scratch,K_Scratch
0,8,0,682,0.0010193044105900498,0.0,0.9751015149834522,0.023508328418929393,0.0,0.0,0.0003708521870286576,K_Scratch,K_Scratch
0,8,0,623,0.00034303959131545337,0.0,0.9959087347165931,0.00367415161801749,0.0,0.0,7.407407407407407e-05,K_Scratch,K_Scratch
0,8,0,637,0.00020105820105820104,0.0,0.9900230124316151,0.009644712436110002,0.0,0.0,0.0001312169312169312,K_Scratch,K_Scratch
0,8,0,413,0.003489553390124004,0.0,0.9833177241880128,0.010984851971051198,0.00045479082321187584,0.0,0.0017530796276004265,K_Scratch,K_Scratch
0,8,0,693,0.0010316598215987618,0.0,0.9629605102095106,0.03563856589962692,7.142857142857142e-05,0.0,0.00029783549783549785,K_Scratch,K_Scratch
0,8,0,395,0.01291792647305596,6.896551724137931e-05,0.8939850278069424,0.08109574342417625,0.004608957604810907,0.0,0.007323379173773177,K_Scratch,K_Scratch
0,8,0,729,0.053543586723333245,0.001248777900582487,0.6303472452709155,0.2837624913854765,0.017163852229065447,7.692307692307693e-05,0.013857123413703374,K_Scratch,K_Scratch
0,8,0,580,0.0009360038313974041,0.0,0.9844220704429558,0.01333643150281088,7.142857142857142e-05,0.0,0.0012340656514074938,K_Scratch,K_Scratch
0,8,0,586,0.0012661371505518976,0.0,0.9805577502645667,0.016457253602801574,0.0,0.0,0.0017188589820800741,K_Scratch,K_Scratch
0,8,0,621,0.017741232019374893,0.0011179979360165118,0.03995376837834932,0.06759745593946895,0.005222968673289651,0.8626950427196091,0.005671534333891609,Stains,K_Scratch
0,8,0,632,0.06209477080280551,0.00429036341756087,0.5420432276574528,0.2919800734627832,0.013108342894587365,0.003091504778831688,0.08339171698597861,K_Scratch,K_Scratch
0,8,0,430,0.0004651924651924652,0.0,0.9951695318824133,0.0036295682748625634,0.0,0.0,0.0007357073775316267,K_Scratch,K_Scratch
0,8,0,631,0.001515315647473286,0.0,0.9768444631586071,0.015837334160267894,0.0025408211648083436,0.0,0.003262065868843742,K_Scratch,K_Scratch
0,8,0,685,0.0007077470586616088,0.0,0.9778897710035075,0.021284834879007595,0.0,0.0,0.00011764705882352942,K_Scratch,K_Scratch
0,8,0,381,0.04667575014678691,0.0023271581441533062,0.6769070329917356,0.21612884909667077,0.012189896281487197,0.04352201897686102,0.0022492943623055287,K_Scratch,K_Scratch
0,8,0,362,0.07214168520237361,0.01872923097381546,0.34783980577150175,0.4145551646852277,0.1296943960328784,0.003256076381391883,0.013783640952811324,Other_Faults,K_Scratch
0,8,0,633,0.0,0.0,0.9959133112678896,0.004013961459383182,0.0,0.0,7.272727272727273e-05,K_Scratch,K_Scratch
0,8,0,526,0.004958007417854785,0.0,0.9529972117365518,0.03281410674850938,0.001165621886597666,0.0,0.008065052210486302,K_Scratch,K_Scratch
0,8,0,669,0.001114452099000425,0.0,0.9770534524431592,0.021079183496410418,0.0,0.0,0.0007529119614302744,K_Scratch,K_Scratch
0,8,0,19,0.08229433184834585,0.02494182057336046,0.008787150534889042,0.5058867509878957,0.3611943931037408,0.0004142435999578857,0.016481309351811073,Other_Faults,Pastry
0,8,0,118,0.11628331495516712,0.051295902448213464,0.0075019443315468,0.4270823653418318,0.39255028145354,0.00031078276607506765,0.00497540870362617,Other_Faults,Pastry
0,8,0,96,0.10036446331205442,0.05088275254655045,0.006936026417515047,0.4632594188072469,0.3682795189672817,0.0005455572055572056,0.009732262743794838,Other_Faults,Pastry
0,8,0,30,0.15178091595468543,0.1550234573480724,0.020348210457143773,0.32285937450400126,0.3458097321020504,0.0012036513744253683,0.0029746582596214743,Pastry,Pastry
0,8,0,105,0.2440683525045924,0.004601029610634682,0.03643276540778688,0.5676613884355264,0.13280764515833357,0.003022327084724643,0.011406491798402052,Other_Faults,Pastry
0,8,0,134,0.2403609593747051,0.024455913107106406,0.0017564396483423902,0.35797101791302466,0.3474652169682818,0.0003565932336742722,0.027633859754866045,Other_Faults,Pastry
0,8,0,37,0.10629259110323687,0.07463936082205269,0.014331993926904584,0.48065568679477816,0.21376474545025478,0.0014613737876287439,0.10885424811514413,Other_Faults,Pastry
0,8,0,31,0.10853499449707893,0.04971293075770946,0.035190034159076115,0.3399153614553581,0.4607515081715518,7.142857142857142e-05,0.005823742387797073,Pastry,Pastry
0,8,0,10,0.07179969033769586,0.022003465212717822,0.008891595426908034,0.4060391630225363,0.4854447759138149,0.00017940652963694437,0.00564190355669037,Pastry,Pastry
0,8,0,14,0.06789155913083374,0.02396324917501066,0.017641965280249784,0.5007072257354088,0.3786316927450958,0.00032528830259512926,0.010839019630806395,Other_Faults,Pastry
0,8,0,78,0.07383944903199048,0.0682995023309063,0.12616294949376547,0.3778668017671455,0.3135609982312973,6.451612903225807e-05,0.040205783015863424,Other_Faults,Pastry
0,8,0,62,0.45447404780748923,0.003966875431302205,0.0019517370529150851,0.43827902399185253,0.08006931584302163,0.003935953327241376,0.017323046546178087,Bumps,Pastry
0,8,0,121,0.06013291233152934,0.03236560938022644,0.007251956120765135,0.3743024025289511,0.5170322012711978,0.0,0.00891491836733017,Pastry,Pastry
0,8,0,5,0.0923546536899068,0.044719176662845896,0.04774986847187202,0.4053224480661161,0.4044403127788828,6.896551724137931e-05,0.005344574813135575,Other_Faults,Pastry
0,8,0,57,0.22373451322966179,0.013630331464075706,0.0026658077955259477,0.4917912289397994,0.2445496806476618,0.0014604592863620511,0.022167978636913135,Other_Faults,Pastry
0,8,0,12,0.06356873941590414,0.03206899952504207,0.03112825654449358,0.485321540620943,0.3804771415884288,0.00017940652963694437,0.007255915775551502,Other_Faults,Pastry
0,8,0,219,0.07503191803668076,0.014111126610994593,0.004530740945060639,0.15839820744963717,0.11286300396809167,0.00021947060902834093,0.6348455323805068,Z_Scratch,Z_Scratch
0,8,0,232,0.08665421916267058,0.001950147065426583,0.002308554730299252,0.20651712871848393,0.02788234336307531,0.0037453485374452566,0.6709422584225987,Z_Scratch,Z_Scratch
0,8,0,167,0.03620269422125052,0.009827833173383763,0.0013098328496610819,0.14187439762405976,0.037651171540235104,0.00010230179028132993,0.773031768801129,Z_Scratch,Z_Scratch
0,8,0,166,0.07361523577729583,0.0029537077884060933,0.01065238261726466,0.13625134529296046,0.04861437434284681,0.0004486531296689719,0.7274643010515572,Z_Scratch,Z_Scratch
0,8,0,172,0.10359909000723039,0.0012575125493977958,0.0023371632267263852,0.15214596634133942,0.06815913224837786,0.0008746795151172716,0.6716264561118117,Z_Scratch,Z_Scratch
0,8,0,283,0.05966021148269846,0.000543452380952381,9.886363636363637e-05,0.14443012919578876,0.020265419958433385,0.0002567049808429119,0.774745218364921,Z_Scratch,Z_Scratch
0,8,0,347,0.1235882640875095,0.16437343106624164,0.005041557693996509,0.41720021342493246,0.21116652884448076,0.00108087725108873,0.07754912763175091,Other_Faults,Z_Scratch
0,8,0,229,0.03280935592358774,0.0006773825397387293,0.0010594028839041078,0.0549862915288889,0.02034395152438498,0.00012903225806451613,0.8899945833414311,Z_Scratch,Z_Scratch
0,8,0,247,0.07187611960705827,0.003838710809004807,0.0012476212578335262,0.15471970334691731,0.11155235197925506,6.666666666666667e-05,0.6566988263332653,Z_Scratch,Z_Scratch
0,8,0,163,0.06139314047836882,0.003996868325619924,0.007982987040264698,0.22351024618324195,0.041661146128424704,0.0021633944655232514,0.6592922173785568,Z_Scratch,Z_Scratch
0,8,0,158,0.3649747672951243,0.03808292914930592,0.006895888276971805,0.5625187841924048,0.008857189154709916,0.004089965266434412,0.014580476665049033,Other_Faults,Z_Scratch
0,8,0,178,0.0756818674510908,0.0019645489956325274,0.008944707896349515,0.1551492967409688,0.036650605991471644,0.0007305583066869861,0.7208784146177999,Z_Scratch,Z_Scratch
0,8,0,181,0.11633431928098056,0.0017196022932599855,0.002056841762476349,0.15515087760168275,0.06028143597957318,0.0009635684040061605,0.6634933546780216,Z_Scratch,Z_Scratch
0,8,0,205,0.07412638031240759,0.006596022733075803,0.007003249817994124,0.15880474731518882,0.03645420174761041,0.00048374494916722576,0.7165316531245569,Z_Scratch,Z_Scratch
0,8,0,237,0.06988300287054504,0.0033866452336337423,0.0006530612244897958,0.16387642832580246,0.07999050051314233,0.00011999999999999999,0.6820903618323875,Z_Scratch,Z_Scratch
0,8,0,253,0.30644787534273266,0.004876705833551131,0.003884215240026098,0.43474366319476665,0.008985044597030105,0.004439254629715988,0.23662324116217795,Other_Faults,Z_Scratch
0,8,0,246,0.21731742880835136,0.0011293120413421167,0.0030805273370540023,0.34081773232142276,0.004099299272877611,0.0039032615904528003,0.42965243862849944,Z_Scratch,Z_Scratch
0,8,0,269,0.1602890972615571,0.005169127519903817,0.09199558827897096,0.4130574239497047,0.01629139092671888,0.0034141268391902732,0.3097832452239547,Other_Faults,Z_Scratch
0,8,0,312,0.12738945940737503,0.005622761455922018,0.010574440220558052,0.2025921769091126,0.0736738820274393,0.0008709159255496006,0.5792763640540435,Z_Scratch,Z_Scratch
0,8,0,795,0.0314483361616549,0.002496256282241247,0.014921482769919102,0.1139163898448875,0.008286110502679307,0.8233140119450381,0.005617412493579501,Stains,Stains
0,8,0,788,0.0202356663883341,0.0009150641025641025,0.026151589745318296,0.06345863482270386,0.005558273814612059,0.879159283245007,0.004521487881459935,Stains,Stains
0,8,0,746,0.013358353296196874,0.0008125,0.018786161722426344,0.03487895077167437,0.0022849977796362765,0.9288530224349779,0.001026013995088065,Stains,Stains
0,8,0,754,0.5182884273965761,0.023467601425986296,0.011472460715344536,0.3579119858562494,0.038850054609883056,0.0315310330847874,0.018478436911173825,Bumps,Stains
0,8,0,772,0.2961994718484872,0.016358590436416146,0.028090087590993094,0.5920919014140569,0.015031880905872663,0.02731742110537638,0.024910646698797466,Other_Faults,Stains
0,8,0,810,0.010553579034046074,0.0,0.014096412647049889,0.03509563258425132,0.0015895187719644215,0.9374629531914443,0.0012019037712434788,Stains,Stains
0,8,0,797,0.016680611026769772,0.0,0.016530719239096697,0.0382038513491318,0.0023039583999797707,0.9252825960975806,0.0009982638874408325,Stains,Stains
0,9,0,1106,0.12288612984010927,0.18077886262394535,0.00713009026544032,0.4869845503453201,0.1238315987875735,0.004357658280937029,0.07403110985667455,Other_Faults,Bumps
0,9,0,1070,0.4437795125214255,0.013493408932757132,0.0014476577764841031,0.36002714817670206,0.06419924014714508,0.004126891759006662,0.11292614068647965,Bumps,Bumps
0,9,0,1132,0.452292133685813,0.0030416904806130785,0.055147543664897054,0.40451156065380883,0.04768610970027947,0.02264853905678802,0.014672422757800533,Bumps,Bumps
0,9,0,979,0.43606846044230874,0.03327886162303583,0.05763553944181226,0.3622938283698647,0.06822235877669267,0.04190378656944838,0.0005971647768374649,Bumps,Bumps
0,9,0,1179,0.6843964722803524,0.00254984372865699,0.005035852724367828,0.2726139541778496,0.0285596495568237,0.00040044493882091214,0.006443782593128486,Bumps,Bumps
0,9,0,1198,0.6511424409471664,0.002156379032503915,0.013931361190109784,0.30126699786560485,0.01777436659258953,0.00019366155769552664,0.013534792814330447,Bumps,Bumps
0,9,0,1131,0.4693782989622074,0.008342172132802788,0.03160311256325413,0.3693550416448238,0.08802531880098428,0.016718523613171207,0.016577532282756748,Bumps,Bumps
0,9,0,1033,0.5407206618496051,0.009284933488954811,0.0013083341510035898,0.39179862289409784,0.04268909472264218,0.0005696858288770053,0.013628667064818854,Bumps,Bumps
0,9,0,1257,0.2749883977353365,0.03560934339272898,0.0017467636868737505,0.35112188769426217,0.2692219430207056,0.0022407606099874126,0.06507090386010565,Other_Faults,Bumps
0,9,0,1093,0.44560826183318286,0.016049232455610272,0.037200390340050356,0.4322900119792055,0.051074240699954164,0.006335559129508938,0.011442303562488139,Bumps,Bumps
0,9,0,1051,0.6296798798675426,0.005165037567928129,0.007436345045004692,0.31633357398905776,0.028434727681642305,0.00047736801574398905,0.012473067833080206,Bumps,Bumps
0,9,0,1050,0.48350232964677065,0.0051475315311977025,0.0005352292630608302,0.4544600143463083,0.04392820028889763,0.0008866020044486432,0.011540092919316177,Bumps,Bumps
0,9,0,925,0.6039255872853686,0.00483751890770452,0.002220561358431302,0.24772642332875558,0.04087367787765073,0.00010317975340687866,0.10031305148868197,Bumps,Bumps
0,9,0,874,0.19217153742537293,0.03927539521240702,0.024350996538806808,0.4491735741044362,0.2781194467290567,0.0044045799477390535,0.012504470042181111,Other_Faults,Bumps
0,9,0,894,0.5726964221925159,0.009746161837838623,0.00020347826086956523,0.34782997254862935,0.05090687845562152,0.006864536096576018,0.011752550607949204,Bumps,Bumps
0,9,0,1122,0.11053589902734125,0.20868902879009849,0.0071829235565239406,0.24416200602785953,0.40517971012916,9.75609756097561e-05,0.024152871493406832,Pastry,Bumps
0,9,0,916,0.6166028221739881,0.01392727755879129,0.011506980870108286,0.2966419431313611,0.0459969214787521,4.3478260869565214e-05,0.015280576526129852,Bumps,Bumps
0,9,0,1137,0.3363681073216725,0.011897477859780204,0.03830061817762439,0.41572317939687947,0.11201450739822437,0.017022307927219545,0.06867380191859994,Other_Faults,Bumps
0,9,0,917,0.524142619480964,0.017490676383161055,0.0019546732152583295,0.33127575582846996,0.0920065751151994,0.0006754665921557923,0.0324542333847919,Bumps,Bumps
0,9,0,1032,0.5286894765337996,0.016931684618233276,0.0021125941078600123,0.32411488529233456,0.06857470632599671,4.081632653061224e-05,0.059535836795245274,Bumps,Bumps
0,9,0,1035,0.13710338044702466,0.027265142211991483,0.004372414406009032,0.7579882325717452,0.04426526484209325,0.01177837408410869,0.017227191437028163,Other_Faults,Bumps
0,9,0,962,0.6150854553412258,0.009870081638066503,0.0008044457633949657,0.3442677937567328,0.02201734230436267,0.0010517966539268177,0.006903084542290227,Bumps,Bumps
0,9,0,968,0.14660622846492824,0.193011725213807,0.07941430980765478,0.377143350116601,0.14355745949949206,0.004846887048532948,0.0554200398489843,Other_Faults,Bumps
0,9,0,954,0.4906260793406842,0.007991195351983275,0.0026490822858560065,0.38451808408080596,0.09490481423132724,0.0005078763599685628,0.018802868349375484,Bumps,Bumps
0,9,0,1214,0.695651914819706,0.008579746980680255,0.003927794808907139,0.2554011363850498,0.012677512352619137,0.002232125344743857,0.021529769308294124,Bumps,Bumps
0,9,0,999,0.33462270543547223,0.03090260649708011,0.01021738492598476,0.5469705481574932,0.044305961716845206,0.0038093999668000625,0.029171393300324085,Other_Faults,Bumps
0,9,0,946,0.6526683506329034,0.008676529717495291,0.00011513157894736842,0.28311584907743503,0.0517478049427818,0.000983661014891404,0.002692673035546016,Bumps,Bumps
0,9,0,1117,0.1819209445186155,0.008170856851698797,0.03353024764414721,0.7056535386006044,0.011959997054189465,0.02071296201598776,0.03805145331475702,Other_Faults,Bumps
0,9,0,998,0.4805669643288751,0.005040187740403642,0.005728411349730391,0.43079909488751233,0.06510207921158132,0.0008353425248586539,0.011927919957038752,Bumps,Bumps
0,9,0,1108,0.26762317839619,0.02462701022070247,0.04525385650734165,0.5367814058101424,0.07315312935617951,0.0311443495677996,0.021417070141644495,Other_Faults,Bumps
0,9,0,1157,0.5370064852698002,0.008020205779367027,0.017961254031224512,0.3070833728770811,0.022907583726890737,0.00017163504968383016,0.10684946326595246,Bumps,Bumps
0,9,0,995,0.3398996146897583,0.0739229474766423,0.0056841403374814576,0.5137026926733873,0.039738649995179384,0.010807174903810947,0.01624477992373936,Other_Faults,Bumps
0,9,0,1177,0.7748525823895493,0.002933579865337816,0.0027875647481202743,0.20419522671941231,0.00769509865798654,0.00017254901960784313,0.0073633985999857175,Bumps,Bumps
0,9,0,1182,0.7185763759262036,0.006516223101141317,0.005881693434734111,0.25051803184258137,0.0065509799566025855,7.692307692307693e-05,0.011879772661813708,Bumps,Bumps
0,9,0,1020,0.637916522061045,0.0027061970330933714,0.0038869065461465575,0.2984159258044069,0.024089961480556133,0.00012121212121212121,0.03286327495354015,Bumps,Bumps
0,9,0,1128,0.49294401079853184,0.004280880975713247,0.06954769913830411,0.38066269283100224,0.032275476765490974,0.015365438188842005,0.004923801302115587,Bumps,Bumps
0,9,0,1042,0.43573782668521227,0.005087135515632673,0.0011049188906331762,0.43786611999377373,0.11094145598123771,0.004679756303541056,0.004582786629969393,Other_Faults,Bumps
0,9,0,1121,0.09888701024907456,0.06245790805740455,0.005354648335938494,0.40067724269548605,0.4006584952718338,0.0005260988851701719,0.031438596505092495,Other_Faults,Bumps
0,9,0,1094,0.39953476817340244,0.03248246135119875,0.031799395130104484,0.4527516178450442,0.05810678851302885,0.0067323359364741975,0.01859263305074738,Other_Faults,Bumps
0,9,0,1004,0.32423979264289376,0.049132697521023755,0.006253780376937625,0.5652976530186523,0.023981290822712567,0.010891898280334033,0.02020288733744545,Other_Faults,Bumps
0,9,0,1484,0.04901881109665377,0.009881959018419121,0.012202200476720784,0.7413749735279875,0.16373218016674,0.0003446916471506635,0.0234451840663277,Other_Faults,Other_Faults
0,9,0,1400,0.25335441618233445,0.002960904082936932,0.03898479792799843,0.6546844313822634,0.014178916499829861,0.017821103593873403,0.01801543033076335,Other_Faults,Other_Faults
0,9,0,1752,0.10196456836024993,0.0003378650387724798,0.0009053522133491078,0.2088581383991814,0.014072254780060427,0.0006664322139112055,0.6731953889944755,Z_Scratch,Other_Faults
0,9,0,1668,0.08405519268504093,0.0009972781192583535,0.5228328875547917,0.31789155616463766,0.026431181047055774,0.00024192221067221068,0.04754998221854355,K_Scratch,Other_Faults
0,9,0,1326,0.09011110251360795,0.0054498008738800615,0.09014622958564425,0.7749788639103773,0.0049743903488837435,0.00629754013916761,0.028042072628440193,Other_Faults,Other_Faults
0,9,0,1767,0.21043822912895707,0.0049400406321693825,0.04435820597332975,0.6974174172232563,0.012410597244618295,0.014712253641161016,0.015723256156508405,Other_Faults,Other_Faults
0,9,0,1339,0.10543595058521549,0.03524761417435872,0.03857071591633256,0.6464168342159949,0.14889753957481688,0.00098696670075453,0.024444378832526995,Other_Faults,Other_Faults
0,9,0,1439,0.3882000779958362,0.005423222646274417,0.00033383160955809284,0.4354800313739265,0.16182013950967766,0.0011694005056847514,0.007573296359042756,Other_Faults,Other_Faults
0,9,0,1660,0.43742395139354795,0.04208105154807722,0.03118444414176352,0.3995818050849992,0.06275879564710743,0.018137618750408445,0.008832333434095736,Bumps,Other_Faults
0,9,0,1342,0.4004187349061206,0.009784369122272875,0.02440325914530209,0.46229459127701217,0.07826937925088591,0.010624084152851713,0.01420558214555436,Other_Faults,Other_Faults
0,9,0,1420,0.4398372479671475,0.004044980318519253,0.04304970108860147,0.4340480866611386,0.03138901282676315,0.026285301275123647,0.021345669862705835,Bumps,Other_Faults
0,9,0,1893,0.2672648173793356,0.04160376878934763,0.003921293150115874,0.6319295351262745,0.025483347880856128,0.005756901232497789,0.024040336441572756,Other_Faults,Other_Faults
0,9,0,1574,0.1475497003275313,0.027318835216121502,0.007888077038499138,0.52189512267103,0.1331894489914345,0.00044243600544638097,0.16171637974993694,Other_Faults,Other_Faults
0,9,0,1575,0.13026896707822147,0.017403793381696585,0.0032950172996879844,0.514022663577414,0.23709116401892136,9.75609756097561e-05,0.09782083366844889,Other_Faults,Other_Faults
0,9,0,1736,0.2084148160751838,0.0022353210407835347,0.11017162114702345,0.5699373652159844,0.07649566744849716,0.005281725422550507,0.02746348364997768,Other_Faults,Other_Faults
0,9,0,1667,0.4623603212895295,0.012957711035271593,0.0008597287770881893,0.37420020848245394,0.04757337224950304,0.00389008051064571,0.09815857765550814,Bumps,Other_Faults
0,9,0,1776,0.22954297131456222,0.0036985656368057787,0.02859263470001888,0.6884091621596058,0.009670943569732363,0.0207390280938621,0.019346694525413186,Other_Faults,Other_Faults
0,9,0,1939,0.06987705843474579,0.0012303486043063524,0.30384283924005073,0.489633732745101,0.00682916726624831,0.004063715160282152,0.12452313854926579,Other_Faults,Other_Faults
0,9,0,1464,0.7335867792454238,0.0009868955136853143,0.00901254159786173,0.24187444795961,0.006243258796279858,0.0005312761025591488,0.0077648007845801705,Bumps,Other_Faults
0,9,0,1495,0.0449887512105536,0.022260582769572785,0.012916797154974692,0.6420363960381003,0.2530972188502962,0.0005803942210014317,0.02411985975550059,Other_Faults,Other_Faults
0,9,0,1679,0.1547664658371713,0.020362677565329817,0.040960465995104646,0.733460784544335,0.03311107336860766,0.004740200867605877,0.01259833182184583,Other_Faults,Other_Faults
0,9,0,1837,0.10675875826479797,0.020710784097269102,0.05921574980684424,0.6778649808946197,0.07259782130657534,0.009963054734957831,0.05288885089493603,Other_Faults,Other_Faults
0,9,0,1398,0.06614583647621435,0.008720190230491996,0.15930708999350573,0.7050559156972104,0.04454032906164834,0.0030035126152030325,0.013227125925726103,Other_Faults,Other_Faults
0,9,0,1596,0.11954810453665594,0.13442860890643274,0.004100717627148929,0.48086206786571967,0.1712853116516904,0.0030429542080454013,0.08673223520430709,Other_Faults,Other_Faults
0,9,0,1810,0.10678621505924771,0.033968034441930105,0.06397781242376656,0.6655957901559646,0.03619986704571345,0.07569818051387694,0.017774100359500795,Other_Faults,Other_Faults
0,9,0,1348,0.10207699479897306,0.013144711783663655,0.009640657148729673,0.44514471232555225,0.41617648941112856,0.00027928284379897286,0.013537151688154161,Other_Faults,Other_Faults
0,9,0,1868,0.20777317816313526,0.04164142572953924,0.03367984824559218,0.6128056033088503,0.030814022165501172,0.00324804276108189,0.07003787962630015,Other_Faults,Other_Faults
0,9,0,1804,0.3566112803368593,0.0024737475915092948,0.00015651709401709403,0.49901792481436036,0.10262046037310861,0.006441543543094093,0.03267852624705137,Other_Faults,Other_Faults
0,9,0,1724,0.19179786922093203,0.0027453681469770965,0.1201560034512234,0.5931263220371368,0.07194457079546088,0.0033304463892742065,0.016899419958996048,Other_Faults,Other_Faults
0,9,0,1614,0.4011577701248142,0.013732988697997087,0.025543852091963647,0.4139343990168813,0.010926571161886136,0.001914128031690991,0.1327902908747668,Other_Faults,Other_Faults
0,9,0,1437,0.36875754691512586,0.017138285422561468,0.006675759385738548,0.5590053880685604,0.013436220515657047,0.00486899627285253,0.03011780341950361,Other_Faults,Other_Faults
0,9,0,1625,0.4544466821820626,0.0032386222097578765,0.0019751952158404648,0.33288472729222196,0.018517331018335515,9.639830508474575e-05,0.18884104377669636,Bumps,Other_Faults
0,9,0,1910,0.07885910400225243,0.00684334985387598,0.11053109306671113,0.7470175362625736,0.005930238586533721,0.024209712982318794,0.026608965245734816,Other_Faults,Other_Faults
0,9,0,1384,0.14372195313687688,0.013919032656039734,0.1323948414506862,0.6664774982576674,0.014167357521861155,0.006315990617727691,0.023003326359141266,Other_Faults,Other_Faults
0,9,0,1865,0.1805951515280192,0.039524227315573535,0.008294095467073739,0.6457863595097021,0.030606791168234015,0.0032298059761269524,0.09196356903527045,Other_Faults,Other_Faults
0,9,0,1453,0.3624929961406269,0.009291596865373414,0.05645366611613354,0.4790656014290207,0.08841065634132682,0.0014904538753083955,0.0027950292322106046,Other_Faults,Other_Faults
0,9,0,1602,0.1427722812110235,0.005293037876816399,0.060031063522498505,0.7275688556663477,0.046013703619594934,0.003664770910743004,0.014656287192975953,Other_Faults,Other_Faults
0,9,0,1462,0.45075428952254765,0.009654262597226222,0.060216663555421227,0.40067779321787383,0.062126891153002246,0.008908973800156263,0.007661126153772535,Bumps,Other_Faults
0,9,0,1734,0.11611088885383611,0.00411296887360766,0.06699379904882594,0.6691258175117987,0.11186473199591922,0.0038191995873723106,0.027972594128640667,Other_Faults,Other_Faults
0,9,0,1336,0.1019255024085148,0.049197868782429696,0.015776143677668497,0.4347584189890789,0.37831879071645547,0.0005283797519457946,0.019494895673906654,Other_Faults,Other_Faults
0,9,0,1806,0.29697668210620487,0.0018104085354564477,0.0015622630403981993,0.5420524758280599,0.016433799578750376,0.010381599671149934,0.13078277123998036,Other_Faults,Other_Faults
0,9,0,1906,0.0923759439532962,0.0063252800334212675,0.1832540844937901,0.6208577489129625,0.015097186030009065,0.019367846883784463,0.06272190969273708,Other_Faults,Other_Faults
0,9,0,1584,0.40763587159969894,0.013374244928612751,0.0027629437472408347,0.5222056261351685,0.03162765074161463,0.003850547282421494,0.018543115565242907,Other_Faults,Other_Faults
0,9,0,1413,0.38062299662280813,0.003689281035990917,0.000568231009377352,0.510291680455299,0.09801121066200225,0.0016538626387898358,0.005162737575732524,Other_Faults,Other_Faults
0,9,0,1708,0.0469672549678912,0.011180429098561775,0.12725174247192178,0.6331788749305062,0.11321212771176559,0.0004330005120327701,0.0677765703073204,Other_Faults,Other_Faults
0,9,0,1381,0.17761256835771752,0.01197377075685125,0.1604840878939313,0.5832079858300108,0.011917235859510072,0.004483695175040915,0.050320656126938736,Other_Faults,Other_Faults
0,9,0,1296,0.20158213819368026,0.004731603829067157,0.052828064652597845,0.5703487027560356,0.1553515503135164,0.001813681831308066,0.01334425842379554,Other_Faults,Other_Faults
0,9,0,1570,0.5811209992744805,0.0019543411593991814,0.006600205753409191,0.3594282795662791,0.04358246794792729,0.0006118311787766675,0.006701875119728308,Bumps,Other_Faults
0,9,0,1887,0.1542337477455601,0.013049936613067534,0.001983607897407979,0.4029048412391118,0.40388433955192704,0.00021672929287765307,0.023726797660048392,Pastry,Other_Faults
0,9,0,1722,0.11256256545659817,0.0022128314423974305,0.1115043994231413,0.7128384385331739,0.02435686000204739,0.003814142571119463,0.032710762571522674,Other_Faults,Other_Faults
0,9,0,1299,0.06998184651293152,0.015416796477359282,0.018530214175841903,0.6766591283176322,0.20544372830881807,0.00088329624111471,0.013084989966302045,Other_Faults,Other_Faults
0,9,0,1735,0.19160828515199535,0.003757797245476931,0.09439481752277379,0.6242697536169656,0.05493158491315959,0.005275476135257071,0.02576228541437204,Other_Faults,Other_Faults
0,9,0,1452,0.42248563069835104,0.004260121424787231,0.08270338631942308,0.4335620628480571,0.05105728908119407,0.0035110330124847335,0.0024204766157030874,Other_Faults,Other_Faults
0,9,0,1798,0.23626968606225737,0.00515370454907905,0.0014913142077533006,0.513755335059054,0.032586491469343316,0.009815269198049061,0.20092819945446425,Other_Faults,Other_Faults
0,9,0,1457,0.5782995229457345,0.015862603018972393,0.0117133947475662,0.31113946006191395,0.03211212567817273,0.04675181265783475,0.004121080889804542,Bumps,Other_Faults
0,9,0,1274,0.15839875699901554,0.05493381401389162,0.005712767084721092,0.3934904973725896,0.3396653510167477,0.002247341052043499,0.045551472460990866,Other_Faults,Other_Faults
0,9,0,1629,0.26752490990824024,0.03663966175166882,0.0019640222971910185,0.4268580776769148,0.24924926332284145,0.0007733826856810729,0.01699068235746303,Other_Faults,Other_Faults
0,9,0,1819,0.2485722752360307,0.062246985772010655,0.00655442026544833,0.4447397196040495,0.2041867327948632,0.004253947646353902,0.029445918681243202,Other_Faults,Other_Faults
0,9,0,1730,0.14290027796634647,0.0009507575309119931,0.12804083621862125,0.6434021310566862,0.051730163368172426,0.0034747820459300697,0.029501051813332128,Other_Faults,Other_Faults
0,9,0,1471,0.36849118769418765,0.013100500924686414,0.04125175122162037,0.45375429079999974,0.09345086624960783,0.025798228415778515,0.004153174694119754,Other_Faults,Other_Faults
0,9,0,1779,0.17753472658215558,0.004367459040834211,0.05493976903829477,0.716839070944563,0.01442269115073412,0.00844434747148541,0.023451935771933666,Other_Faults,Other_Faults
0,9,0,1717,0.06409096305723681,0.0014152353573405553,0.2941011653009355,0.5527924036597847,0.006392703946158519,0.0018368915144860501,0.07937063716405825,Other_Faults,Other_Faults
0,9,0,1445,0.5269695730913978,0.0027529511678562593,0.0008913204394785971,0.42934386966261645,0.03280658718699703,0.0015126863817455092,0.005723012069908517,Bumps,Other_Faults
0,9,0,1440,0.5003757642811185,0.008303720781023136,0.010005523255239018,0.4198459756595025,0.038445493555062764,0.0004912014417295033,0.022532321026325106,Bumps,Other_Faults
0,9,0,1842,0.07808319827935754,0.030032014701000833,0.04614459996903848,0.7087176429262672,0.07315207543981882,0.004948507632177978,0.05892196105233964,Other_Faults,Other_Faults
0,9,0,1703,0.039574998029599504,0.019531841012376535,0.023749110978321976,0.7025643440717725,0.18037306311497298,9.753231492361927e-05,0.03410911047803328,Other_Faults,Other_Faults
0,9,0,1634,0.5744654308825067,0.002844440374432861,0.00148766902097708,0.3391131899463006,0.07350197741906231,0.0013402188765386667,0.007247073480181982,Bumps,Other_Faults
0,9,0,852,0.046704661857873746,0.6245742687695349,0.0033312779363310584,0.16355021446346446,0.14272710422663412,0.0013146366754478369,0.01779783607071427,Dirtiness,Dirtiness
0,9,0,847,0.06985895524436811,0.5698451771999308,0.0025445965227317738,0.17234063389411616,0.16778489998634444,0.0013864841827792155,0.016239252969729712,Dirtiness,Dirtiness
0,9,0,835,0.15931086303451447,0.1141182405593643,0.002503769631037864,0.6700564621333972,0.027786099042982487,0.011038387837926301,0.015186177760777705,Other_Faults,Dirtiness
0,9,0,816,0.07097001504624094,0.030595288890582602,0.03144639942629036,0.7059412255855723,0.08223854529199606,0.0014316330769811028,0.07737689268233659,Other_Faults,Dirtiness
0,9,0,812,0.056978401888647744,0.026443510064116323,0.018991381634422124,0.661345450889195,0.15499061955669086,0.001132010952202942,0.08011862501472465,Other_Faults,Dirtiness
0,9,0,830,0.2571638442034736,0.10175657973142058,0.002878955020145425,0.5868566227119002,0.025875295405097594,0.006847958339921241,0.01862074458804126,Other_Faults,Dirtiness
0,9,0,433,0.0011039843974380787,0.0,0.9912900105364588,0.0038233264149289967,0.0006891330891330891,0.0,0.003093545562041074,K_Scratch,K_Scratch
0,9,0,386,0.2724267571405793,0.001572461928121983,0.1505372418827007,0.5055908162562964,0.06358702463826992,0.0034231759470686796,0.002862522206963256,Other_Faults,K_Scratch
0,9,0,416,0.003726509311878634,0.0,0.9825999031341128,0.009403169782360088,0.0009243882859620205,0.0,0.0033460294856864753,K_Scratch,K_Scratch
0,9,0,455,0.0008275990133748754,0.0,0.9975241644012174,0.0005690792165951764,0.0,0.0,0.0010791573688125413,K_Scratch,K_Scratch
0,9,0,514,0.05785446242453377,0.0033214052783310747,0.6111322734767618,0.26531680927368745,0.010032348362935931,0.0012877852719807579,0.051054915911768875,K_Scratch,K_Scratch
0,9,0,536,0.0072128986616240695,7.407407407407407e-05,0.897704013044309,0.08357102436970731,0.0058846032755766635,0.0,0.005553386574709052,K_Scratch,K_Scratch
0,9,0,434,0.0012052642095884587,0.0,0.9958847165498861,0.0013293507836086493,0.0001923076923076923,0.0,0.0013883607646090546,K_Scratch,K_Scratch
0,9,0,441,0.012446204220802486,0.0,0.9204316840507739,0.06350867765399143,0.0019294660151340111,0.0,0.0016839680592981947,K_Scratch,K_Scratch
0,9,0,370,0.04910298280847263,0.003480071543135432,0.672335866012868,0.25662390032504545,0.010086709710861296,0.006218873693669374,0.0021515959059480476,K_Scratch,K_Scratch
0,9,0,670,0.0017450616078788562,0.0,0.9769756911105493,0.01993803193291623,0.0006013206914208027,0.0,0.0007398946572347065,K_Scratch,K_Scratch
0,9,0,674,0.0016372292189489066,0.0,0.9732085675223371,0.024086378497964966,0.0006013206914208027,0.0,0.0004665040693279895,K_Scratch,K_Scratch
0,9,0,391,0.015640688568072287,0.004383894750182832,0.7005452981689584,0.18138678448281068,0.05993234649275607,0.0,0.03811098753721909,K_Scratch,K_Scratch
0,9,0,489,0.0012925527380534575,0.0,0.9939843458863659,0.0020697967746715787,0.0005177045177045177,0.0,0.0021356000832044473,K_Scratch,K_Scratch
0,9,0,376,0.06364416315843066,0.01198820550875627,0.5329924456956842,0.30935468803997096,0.05665158934824594,0.023494237370616296,0.0018746708782957273,K_Scratch,K_Scratch
0,9,0,458,0.0008741096866096866,0.0,0.9937728900915314,0.0027758854450277287,0.00029428571428571427,0.0,0.002282829062545414,K_Scratch,K_Scratch
0,9,0,712,0.01680198709034933,0.0002272816212438854,0.8251685092364842,0.1354003476067174,0.00825149675788265,9.302325581395348e-05,0.014057354431508877,K_Scratch,K_Scratch
0,9,0,485,0.0015759555424763572,0.0,0.9775434904712506,0.01136990275473801,0.0036278854289845002,0.0,0.005882765802550312,K_Scratch,K_Scratch
0,9,0,480,0.0004253089310015306,0.0,0.9924966687854033,0.0038223436678120064,0.0005177045177045177,0.0,0.002737974098078462,K_Scratch,K_Scratch
0,9,0,507,0.001763947129349032,0.0,0.9723035211904046,0.024229962499852955,5.555555555555555e-05,0.0,0.0016470136248375453,K_Scratch,K_Scratch
0,9,0,645,0.0004487451396253093,0.0,0.9922633655273729,0.00664747814961026,0.0,0.0,0.0006404111833911278,K_Scratch,K_Scratch
0,9,0,675,0.0015263475674493704,0.0,0.9727145343003856,0.025354520431015323,0.00013793103448275863,0.0,0.0002666666666666667,K_Scratch,K_Scratch
0,9,0,730,0.05441940865506244,0.000777423632390908,0.6205683729488832,0.2780417503952315,0.029138734977733182,0.00012512218963831867,0.0169291872010606,K_Scratch,K_Scratch
0,9,0,513,0.0013133727992099956,0.0,0.9805359636454719,0.01678238737528255,0.0,0.0,0.0013682761800352774,K_Scratch,K_Scratch
0,9,0,679,0.003133010253905855,0.0,0.9600996682671318,0.034491069058577524,0.0011957651358652473,0.0,0.0010804872845195422,K_Scratch,K_Scratch
0,9,0,500,0.0009118489310770923,0.0,0.9738648561782874,0.022183517968745084,5.714285714285714e-05,0.0,0.002982634064747791,K_Scratch,K_Scratch
0,9,0,383,0.16630249742260028,0.0018312193399486274,0.21863999217941657,0.557291476505275,0.038747819082245984,0.0036884260341775933,0.01349856943633601,Other_Faults,K_Scratch
0,9,0,665,0.0006274770600498374,0.0,0.9773979155955291,0.020589600362769918,0.0006902826141027236,0.0,0.0006947243675482878,K_Scratch,K_Scratch
0,9,0,603,0.0005307541351275582,0.0,0.9980330534568747,0.0013885733603786342,0.0,0.0,4.7619047619047614e-05,K_Scratch,K_Scratch
0,9,0,380,0.06481082061231465,0.0037992122468183103,0.630223055315317,0.2796461293210939,0.01094360600556446,0.006774057072625318,0.003803119426266707,K_Scratch,K_Scratch
0,9,0,697,0.12121183897975712,0.006714489619557955,0.23260502966751304,0.49653751382474304,0.011612690926492556,0.010288554533697532,0.12102988244823894,Other_Faults,K_Scratch
0,9,0,394,0.003796349702366803,0.0,0.9770154663764185,0.01248682236474345,0.0014366959782697128,0.0,0.005264665578201878,K_Scratch,K_Scratch
0,9,0,542,0.0035931308143577483,3.389830508474576e-05,0.9633112575838483,0.023746401820633145,0.0013836834961271996,0.0,0.007931627979949292,K_Scratch,K_Scratch
0,9,0,694,0.0008480339502638701,0.0,0.9794062180834894,0.019557816931763495,0.00013793103448275863,0.0,5e-05,K_Scratch,K_Scratch
0,9,0,686,0.0011976447994884326,0.0,0.9679693861732578,0.030383762678046742,0.0,0.0,0.0004492063492063492,K_Scratch,K_Scratch
0,9,0,502,0.0004353233585683113,0.0,0.9943308712483386,0.003585697171309514,0.00030341880341880345,0.0,0.0013446894183645334,K_Scratch,K_Scratch
0,9,0,447,0.003043230939315506,0.0,0.9907752755108179,0.005009768130898111,0.0,0.0,0.0011717254189683873,K_Scratch,K_Scratch
0,9,0,404,0.0031648183334564623,0.0,0.9689419596693197,0.015946582620912916,0.003979966022638828,0.0,0.007966673353671978,K_Scratch,K_Scratch
0,9,0,369,0.046096409582570844,0.0030423356940788276,0.6823934861029111,0.2505422435886736,0.010222003828508354,0.005955836901220817,0.0017476843020364434,K_Scratch,K_Scratch
0,9,0,368,0.08708340432946361,0.007571523470626696,0.5525327840746305,0.3099520259903792,0.026080088061328943,0.011556624559050122,0.005223549514521242,K_Scratch,K_Scratch
0,9,0,101,0.1934354325921997,0.0340356792142859,0.011139413197348735,0.476692718020571,0.27693005456730363,0.000847218448362613,0.006919483959928529,Other_Faults,Pastry
0,9,0,148,0.12379521420066976,0.12428062801420721,0.015606260532858499,0.3053258943432113,0.4003401739048811,0.0006350202515525096,0.030016808752620073,Pastry,Pastry
0,9,0,8,0.15612933131743248,0.010690801270899332,0.03716228317208367,0.4945535670968294,0.2941702197027887,0.0014375081380067116,0.0058562893019603116,Other_Faults,Pastry
0,9,0,138,0.20052879204661284,0.013155300591034019,0.01729271980359969,0.4949697486632329,0.2617248833286824,0.0021559917973226427,0.010172563769516163,Other_Faults,Pastry
0,9,0,32,0.11431570828805844,0.03948118994019641,0.020998475408508993,0.36958964778439124,0.4397104039449342,0.002739607559890197,0.01316496707402054,Pastry,Pastry
0,9,0,131,0.05315853395095084,0.08359772342856173,0.018983903999370683,0.3212125531672397,0.49954892151700125,0.00012388419373451448,0.023374479743141236,Pastry,Pastry
0,9,0,2,0.19413529930889908,0.0829197081544517,0.002494533501309256,0.38916523799605734,0.30098032240403266,0.001989826526664121,0.028315072108586522,Other_Faults,Pastry
0,9,0,143,0.2665803776402008,0.061839770044615425,0.016867387168128245,0.3629297995607922,0.22652129387553402,0.00726810438994371,0.05799326732078557,Other_Faults,Pastry
0,9,0,49,0.653561858233719,0.006804508971968921,0.0002463680387409201,0.2479394326862661,0.0812142493379264,0.0028956133869889895,0.0073379693443895964,Bumps,Pastry
0,9,0,108,0.17176677800745813,0.05147923799609031,0.011586891107206438,0.5668543015354972,0.17401663664611855,0.0046660051524072335,0.019630149555222517,Other_Faults,Pastry
0,9,0,147,0.23737692815032135,0.03839623818675153,0.02303344720329855,0.3281669942884832,0.33791834735991944,0.0033428516565671856,0.03176519315465846,Pastry,Pastry
0,9,0,117,0.045865610713992366,0.034277286968026684,0.005890976832714138,0.2794212159223663,0.6252697660839904,6.451612903225807e-05,0.009210627349878073,Pastry,Pastry
0,9,0,74,0.3521583459829006,0.006311006715584903,0.003984916949051495,0.47152347185103005,0.15243175754555563,0.0022728925528868464,0.01131760840299101,Other_Faults,Pastry
0,9,0,146,0.1126022409970656,0.06867458817539208,0.02051857460405596,0.3300541878795754,0.4150886246035271,0.0008133279504247247,0.05224845578995911,Pastry,Pastry
0,9,0,7,0.09059652055360604,0.012666226003855688,0.19324096856433823,0.5390916377392359,0.1524197750343451,0.0038656277749849486,0.008119244329634377,Other_Faults,Pastry
0,9,0,324,0.07025137950047891,0.007783064987136102,0.0001860805860805861,0.17832511400358467,0.1564016379668711,6.666666666666667e-05,0.5869860562891817,Z_Scratch,Z_Scratch
0,9,0,160,0.0563587258107035,0.0013283564834770084,0.0013265630489158243,0.10246288012704292,0.016813903845113304,0.00010250000000000001,0.821607070684748,Z_Scratch,Z_Scratch
0,9,0,233,0.047277573766030714,0.000832490316700843,0.012864003959514094,0.07408664491728661,0.004455850065005955,4e-05,0.8604434369754624,Z_Scratch,Z_Scratch
0,9,0,187,0.25855838865671826,0.012292280858874424,0.001952209580508254,0.4131241706206101,0.01711464600212722,0.01369631035000496,0.28326199393115714,Other_Faults,Z_Scratch
0,9,0,231,0.07750520202225702,0.0006286815889908594,0.0009239332096474955,0.19858965569307324,0.01629052736424726,0.0009870692041998987,0.7050749309175847,Z_Scratch,Z_Scratch
0,9,0,238,0.04663484757954865,0.0039211746713536345,0.004318858403606303,0.14636892592678913,0.023396577982733188,0.00018389799635701277,0.7751757174396121,Z_Scratch,Z_Scratch
0,9,0,213,0.04177877617192993,0.00491535555465168,0.0510091890738534,0.24557938642203908,0.056531785777642035,7.278688524590164e-05,0.600112720114637,Z_Scratch,Z_Scratch
0,9,0,197,0.15576332506729365,0.01944147167337863,0.0032003714163319325,0.2540403985867903,0.10160813389837686,0.0012827327940184616,0.4646635665638102,Z_Scratch,Z_Scratch
0,9,0,227,0.09188772522509994,0.010072641642531676,0.2127183876874263,0.3981468983257409,0.07279671214835494,0.0010295925778337684,0.21334804239301233,Other_Faults,Z_Scratch
0,9,0,343,0.21182091108480958,0.0441384712671551,0.005306439332441804,0.5597879427699903,0.10342774407613602,0.004354478251476556,0.07116401321799104,Other_Faults,Z_Scratch
0,9,0,225,0.08146608089233622,0.00227832832260472,0.001696200634299977,0.10557787925544286,0.035049804515415596,0.00010416666666666666,0.7738275397132341,Z_Scratch,Z_Scratch
0,9,0,243,0.06032383048663981,0.004856628206900966,0.0012566581532098774,0.14887458080873225,0.13668048910373037,0.027146503152687372,0.620861310088099,Z_Scratch,Z_Scratch
0,9,0,218,0.035584014786750634,0.0013276035312401696,0.013424113668749528,0.08523914936594909,0.006469844041410361,0.00010250000000000001,0.8578527746059007,Z_Scratch,Z_Scratch
0,9,0,165,0.04043239043480092,0.003290639789214521,0.04378526408561222,0.2508780626442588,0.051042547969207756,0.00012541846419327008,0.6104456766127121,Z_Scratch,Z_Scratch
0,9,0,159,0.10986994032586692,0.002466538114816114,0.003800658689223389,0.25212062463856105,0.06610791809873691,0.014359588195648785,0.5512747319371469,Z_Scratch,Z_Scratch
0,9,0,342,0.08192758753738047,0.11025417284426474,0.024045152625105537,0.5165291180693085,0.16131159058869696,0.002070370421519722,0.10386200791372427,Other_Faults,Z_Scratch
0,9,0,234,0.06684738279220252,0.0007824165312802671,0.0008513942513942514,0.18077571291641056,0.01970284946282861,0.0049664301399518105,0.7260738139059323,Z_Scratch,Z_Scratch
0,9,0,170,0.05106666837327165,0.0006452407509550366,0.0012729429491416643,0.1256631609499192,0.04509193579007194,0.00036319124423963135,0.7758968599424017,Z_Scratch,Z_Scratch
0,9,0,168,0.02964838113472485,0.0035940107440701812,0.002168909712089807,0.16167642463454096,0.043697693081447324,0.0002661592049340108,0.7589484214881927,Z_Scratch,Z_Scratch
0,9,0,776,0.06922404911391758,0.008901268346649838,0.029174323502937607,0.32903269758867176,0.007230085625065462,0.5448311506477556,0.011606425175001793,Stains,Stains
0,9,0,783,0.014469043618633284,0.0,0.020854433446215886,0.06244045966884561,0.00286546587518113,0.898789745110272,0.0005808522808522809,Stains,Stains
0,9,0,740,0.020564544503559525,0.0010654357330151718,0.03098849056403894,0.07732992148059735,0.0026111671513464893,0.8649003637882104,0.0025400767792321563,Stains,Stains
0,9,0,751,0.004738891700407505,0.0,0.04305494688501357,0.0432415131294427,0.001417053237446292,0.9073634979515007,0.00018409709618874773,Stains,Stains
0,9,0,789,0.10462119025571252,0.013764682497250349,0.057236846654551254,0.6321852997864463,0.011332030371395527,0.14372927124980836,0.03713067918483669,Other_Faults,Stains
0,9,0,763,0.032759109568328545,0.00034169278996865206,0.02999595217988739,0.06295897652995194,0.004551570643507467,0.8691683021171508,0.0002243961712046818,Stains,Stains
0,9,0,794,0.0181833410458884,0.0,0.025935630415579464,0.05610375297589271,0.002789009194859494,0.8960847134911031,0.0009035528766771769,Stains,Stains
0,9,0,806,0.13398619150090868,0.017568402345169813,0.05569088408254749,0.3046244740960862,0.011923846956998317,0.4639719496927175,0.012234251325571762,Stains,Stains