% Python_3.6.14.
% Sklearn_0.20.0.
% NumPy_1.16.6.
% SciPy_1.5.4.
% Sat Aug 14 02:59:21 2021
% Created by run_flow_on_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
0,0,0,1136,0.5650631448070809,0.003534431963311273,0.037400639588240296,0.3182617538559924,0.04916470368999048,0.015171511807489798,0.011403814287894675,Bumps,Bumps
0,0,0,867,0.29526109840966425,0.003508705020469726,0.14951716102414864,0.4840945171081868,0.011211389476725215,0.001265563101301641,0.055141565859503895,Bumps,Other_Faults
0,0,0,887,0.5403804268316384,0.009064948559297157,0.03694121279912956,0.31851695371418665,0.05576260309566738,0.014110714403782502,0.025223140596298155,Bumps,Bumps
0,0,0,983,0.5845006223149993,0.021220410979658866,0.019364804297670957,0.31211924645715305,0.030863719429955902,0.016060815474625276,0.01587038104593665,Bumps,Bumps
0,0,0,959,0.5371330761272671,0.010088945751453799,0.005155413285208681,0.30219770906202365,0.026140920560742815,0.0009330628803245436,0.11835087233297947,Bumps,Bumps
0,0,0,947,0.7318215889101942,0.007104938732056583,0.0,0.20929156973132937,0.04500320269490667,0.0009401709401709402,0.005838528991342058,Bumps,Bumps
0,0,0,1188,0.30711202117206154,0.026853150760212562,0.014600097938706884,0.4520746006359628,0.1643978174526439,0.010770744831108327,0.024191567209303936,Bumps,Other_Faults
0,0,0,1176,0.8209165322759621,0.0008781362007168459,0.004441516615429659,0.1613152743140846,0.00816376994483387,0.0,0.004284770648972187,Bumps,Bumps
0,0,0,1068,0.4305151362255629,0.0003846153846153846,0.0023873015873015872,0.38452192006963365,0.04404032031217908,0.010628161306101147,0.12752254511460617,Bumps,Bumps
0,0,0,976,0.23536591307872726,0.24436253557235962,0.010869614687028213,0.3402243975589813,0.14226305514527893,0.009007893023185377,0.017906590934439203,Bumps,Other_Faults
0,0,0,966,0.36308509261729394,0.006473500695779836,0.0037051630859680396,0.4165375471543482,0.04455920693865154,0.007239613749864555,0.15839987575809406,Bumps,Other_Faults
0,0,0,1165,0.7068995139534691,0.0003225806451612903,0.007286734198221275,0.2602697154903432,0.016053261235097083,0.0,0.009168194477707873,Bumps,Bumps
0,0,0,1161,0.40852090398559626,0.017320004512853697,0.006102651394272287,0.46475307280890954,0.013731526836596494,0.004900404606286959,0.08467143585548494,Bumps,Other_Faults
0,0,0,1007,0.23069864422510433,0.04341053671991741,0.0,0.3869972754931965,0.2561488618389342,0.0028535614333568297,0.07989112028949046,Bumps,Other_Faults
0,0,0,1262,0.5795858456066619,0.00725242491999458,0.0038755031518189413,0.27182275886162155,0.05462335721468456,0.0,0.08284011024521859,Bumps,Bumps
0,0,0,1054,0.5120152180511277,0.003297074458860501,0.0,0.42237602534395924,0.042575235298613893,0.003950068986404631,0.015786377861034075,Bumps,Bumps
0,0,0,1244,0.41655955388614674,0.023488359249057407,0.017594097262859883,0.45133949258998723,0.05795044998255095,0.006351986941021468,0.026716060088376348,Bumps,Other_Faults
0,0,0,1010,0.41813551111540376,0.02625655954881988,0.016887183672988894,0.37432642181235537,0.03508373789498981,0.0023198334373537213,0.12699075251808858,Bumps,Bumps
0,0,0,1166,0.6787080828576225,0.00035714285714285714,0.014556272063027682,0.27606245078718245,0.019482021378469595,0.0,0.010834030056554637,Bumps,Bumps
0,0,0,1076,0.43617453645595566,0.01249331364596395,0.049938614020710675,0.4414395868003043,0.02719942764265709,0.017283018094995026,0.015471503339413318,Bumps,Other_Faults
0,0,0,928,0.41590473513523774,0.005924349513554911,0.006826134933551814,0.37344668482250826,0.029375986705211635,0.0043587578572098695,0.1641633510327261,Bumps,Bumps
0,0,0,1223,0.8661231908735672,0.003800993181798136,0.0009007352941176471,0.1093915682061753,0.009752543682567914,0.00037037037037037035,0.009660598391403345,Bumps,Bumps
0,0,0,958,0.6289952314287724,0.010339089954879428,0.0012761904761904763,0.3000749221207145,0.049031270035319104,0.003772642390289449,0.006510653593834589,Bumps,Bumps
0,0,0,1167,0.8296886541463395,0.000588235294117647,0.0016081832820963257,0.15541874676072764,0.010214989294147594,0.0,0.0024811912225705325,Bumps,Bumps
0,0,0,931,0.6358531956949385,0.002619187675070028,0.0039241708220903795,0.28619174311927337,0.030448701198055296,0.0009555555555555556,0.04000744593501678,Bumps,Bumps
0,0,0,1261,0.47156440941266725,0.008742589986552836,0.010900613416333495,0.33005126932587364,0.03563596760267654,0.0,0.14310515025589615,Bumps,Bumps
0,0,0,1064,0.5910367417333036,0.0050611862677606015,0.0013846153846153847,0.3633385694369355,0.028018132310868405,0.0003846153846153846,0.010776139481901124,Bumps,Bumps
0,0,0,914,0.69332707536595,0.025046224379021736,0.0004,0.22852497370689903,0.034841627947089275,0.003944670324465721,0.013915428276573789,Bumps,Bumps
0,0,0,1085,0.44458952490347103,0.01878861717124411,0.03081289070898879,0.39190552656523264,0.09136477605357657,0.018615186115184826,0.003923478482302012,Bumps,Bumps
0,0,0,1082,0.30944369516252695,0.006805140692640693,0.1271503566350952,0.4576059192265081,0.08074913957071143,0.0012300194931773878,0.017015729219340286,Bumps,Other_Faults
0,0,0,1006,0.26848122755367176,0.028682490968054065,0.006560281823439718,0.40327311192538845,0.0221773890866716,0.0034041553412262793,0.2674213433015481,Bumps,Other_Faults
0,0,0,977,0.15904126141431363,0.19341304021872116,0.03701796262629106,0.349201240177503,0.1987117032785764,0.0006166666666666666,0.06199812561792799,Bumps,Other_Faults
0,0,0,1026,0.5982278237400996,0.007396836142403111,0.002019550342130987,0.31202202303333104,0.06056655984340275,0.0007071960297766749,0.019060010868855736,Bumps,Bumps
0,0,0,986,0.4260218709732153,0.025869599712157885,0.05824926628476324,0.41097607910259165,0.034384948398754264,0.02667759970946654,0.017820635819051044,Bumps,Bumps
0,0,0,937,0.742317507432561,0.0018225806451612904,0.0018314365373188902,0.21662675015573438,0.02857336126063245,0.0,0.008828363968591673,Bumps,Bumps
0,0,0,1013,0.5494932084506531,0.005118370793293394,0.00308066361556064,0.35817832839761393,0.024318328305874992,0.0037370523865633163,0.05607404805044072,Bumps,Bumps
0,0,0,1253,0.10809039383683289,0.022713052757245302,0.005658234939087934,0.22445894448115328,0.2420514402129533,0.0,0.397027933772727,Bumps,Z_Scratch
0,0,0,1096,0.26183985581343083,0.04104792059472545,0.06047959465009463,0.37597186860625054,0.22524163236186392,0.0022895622895622893,0.03312956568407243,Bumps,Other_Faults
0,0,0,965,0.5599905471938599,0.0010304487179487178,0.039966739912480266,0.3182739589997251,0.023314256520191548,0.0012641287011996394,0.0561599199545947,Bumps,Bumps
0,0,0,993,0.4286178330497211,0.10671687667415075,0.00444302756067462,0.4082968630725383,0.013416788684570566,0.0018771241830065357,0.036631486775338215,Bumps,Bumps
0,0,0,877,0.23011490006740218,0.023266772596530122,0.031737971546115074,0.6361458982447181,0.032013252995158704,0.012687159762716877,0.03403404478735873,Bumps,Other_Faults
0,0,0,1494,0.07635863832910667,0.03134337353289454,0.014342101682791694,0.567968174632474,0.29460330629333376,0.0,0.015384405529399271,Other_Faults,Other_Faults
0,0,0,1651,0.41350026039095034,0.018476503734851525,0.043906140425050574,0.4105568998675174,0.09143127776210408,0.0030654250750766577,0.019063492744449136,Other_Faults,Bumps
0,0,0,1623,0.42446920801192417,0.012036342888846488,0.002160081575373929,0.45558354234541876,0.025439746497305907,0.00467024876323614,0.07564082991789477,Other_Faults,Other_Faults
0,0,0,1588,0.15440882078671658,0.035333637009506334,0.03392564753908158,0.4079585472533893,0.3476068742314494,0.0012037037037037036,0.019562769476152837,Other_Faults,Other_Faults
0,0,0,1386,0.11081719927140445,0.0072727514991893635,0.11792773533568861,0.7038581199967295,0.019412234448101574,0.00849538317962231,0.032216576269263976,Other_Faults,Other_Faults
0,0,0,1901,0.2603850503881555,0.020267572928634313,0.0012121212121212121,0.6208259804300433,0.04095337432673169,0.017068457168026775,0.03928744354628706,Other_Faults,Other_Faults
0,0,0,1513,0.2620284316810071,0.025861424404425182,0.014277176566668978,0.5931241935838651,0.06670789080815308,0.007591014950041319,0.03040986800583924,Other_Faults,Other_Faults
0,0,0,1613,0.15913519137737123,0.018416966875869082,0.17276763304788958,0.5588993540288805,0.03686212158463835,0.0010317460317460316,0.05288698705360535,Other_Faults,Other_Faults
0,0,0,1380,0.19031624305390946,0.023369810530444967,0.11744253141749837,0.6180194452927372,0.018622598230366775,0.001714616402116402,0.030514755072926832,Other_Faults,Other_Faults
0,0,0,1876,0.08829925546954553,0.04749422266937425,0.087489726003338,0.7318892538564014,0.00935433619354159,0.018541035190961726,0.016932170616837473,Other_Faults,Other_Faults
0,0,0,1290,0.06013315562037635,0.02155420637354433,0.03307841640619309,0.7207146207823354,0.13006857434291175,0.003,0.03145102647463895,Other_Faults,Other_Faults
0,0,0,1685,0.0406872107271873,0.05203742977486678,0.04483700682812912,0.7380329212017901,0.07832934883184717,0.0,0.04607608263617943,Other_Faults,Other_Faults
0,0,0,1478,0.44718296461506385,0.009808621256297187,0.00948016790795092,0.3634490587065956,0.029431767847564592,0.0035257425353941185,0.13712167713113366,Other_Faults,Bumps
0,0,0,1745,0.3120745285262785,0.001909024093017782,0.008371540742331818,0.6077893740347866,0.0146564779763743,0.005497689960146645,0.04970136466706414,Other_Faults,Other_Faults
0,0,0,1321,0.07449500172193764,0.00338028698069266,0.039540740808620786,0.8545653655915052,0.0051806521254170335,0.01208570658405316,0.01075224618777378,Other_Faults,Other_Faults
0,0,0,1795,0.3715275223755454,0.007072340573656364,0.0031900584795321635,0.514135136653866,0.07765119782265589,0.006664050277208171,0.019759693817535857,Other_Faults,Other_Faults
0,0,0,1285,0.18333236839300876,0.10996172099661042,0.009661854113092503,0.3618215636109236,0.2520170277003905,0.001388888888888889,0.08181657629708516,Other_Faults,Other_Faults
0,0,0,1822,0.254426732481051,0.0019150025601638505,0.011775186295422868,0.4605275945437645,0.06668992443634095,0.0032976221639581613,0.20136793751929885,Other_Faults,Other_Faults
0,0,0,1617,0.07324493780763565,0.0017447511920128556,0.5061453478607382,0.2925671656898394,0.029369263576478965,0.0,0.09692853387329486,Other_Faults,K_Scratch
0,0,0,1529,0.039326392227629105,0.008440094276781582,0.21537547541132057,0.42156220683328777,0.22806711183629705,0.00041666666666666664,0.08681205274801719,Other_Faults,Other_Faults
0,0,0,1877,0.12092248929887943,0.017777432942779385,0.044573388594972924,0.6220247385704325,0.055606880505064654,0.0341186235050301,0.10497644658284079,Other_Faults,Other_Faults
0,0,0,1352,0.10321970246140139,0.020611414465594034,0.2835905443243752,0.5268236130180204,0.021368297489242436,0.006047937449833734,0.03833849079153277,Other_Faults,Other_Faults
0,0,0,1788,0.2515469179738805,0.004872544524206608,0.08766065192130766,0.5247573151901527,0.06096131872582361,0.009580532366657686,0.06062071929797102,Other_Faults,Other_Faults
0,0,0,1325,0.0884728734658842,0.0047978428978428965,0.049905217494837825,0.8101855251561649,0.006422955040602098,0.018563067440476554,0.02165251850419129,Other_Faults,Other_Faults
0,0,0,1401,0.5852033696375853,0.00451050061050061,0.0034493472242698247,0.34709913930700864,0.020302221410967616,0.0016346153846153845,0.03780080642505248,Other_Faults,Bumps
0,0,0,1912,0.13120705078301806,0.011731652233738652,0.16296426394817545,0.5643719840198943,0.01146084520764828,0.00089126559714795,0.11737293821037725,Other_Faults,Other_Faults
0,0,0,1844,0.08796403379309391,0.010173208161751806,0.20587715048139518,0.587719538856168,0.040904422182976685,0.014595861981156099,0.05276578454345809,Other_Faults,Other_Faults
0,0,0,1603,0.07319935019918315,0.029495123487220096,0.008436475267938115,0.528103170477594,0.33318477971800264,0.003949197860962567,0.023631902989099132,Other_Faults,Other_Faults
0,0,0,1801,0.2751669239992007,0.003996872547530442,0.005619189704867455,0.5831265640254155,0.08195699052126766,0.004072861316243669,0.04606059788547458,Other_Faults,Other_Faults
0,0,0,1737,0.06135162237175897,0.06668609619970375,0.016105405996710512,0.48841150958242935,0.32191153379674525,0.0005263157894736842,0.04500751626317836,Other_Faults,Other_Faults
0,0,0,1354,0.1041216490575547,0.006742691211381914,0.193867669738989,0.5467506577527321,0.04100473907409012,0.0016922301836094938,0.10582036298164278,Other_Faults,Other_Faults
0,0,0,1851,0.062056699120035426,0.018363735608161607,0.018461116745364034,0.78472097362693,0.08063536907369302,0.0053874239350912775,0.03037468189072429,Other_Faults,Other_Faults
0,0,0,1791,0.5009529569855204,0.009220528568233943,0.02366579520697168,0.3430024167498288,0.014469106722751297,0.00041666666666666664,0.10827252910002758,Other_Faults,Bumps
0,0,0,1714,0.16092907932938771,0.13289682471840525,0.02343280174384518,0.3677459029025809,0.27507451666376087,0.00427909530083443,0.03564177934118549,Other_Faults,Other_Faults
0,0,0,1769,0.08720067742958737,0.0010173160173160172,0.0329446402476281,0.8305110982649248,0.003219710872854889,0.011922800240724174,0.033183756926964396,Other_Faults,Other_Faults
0,0,0,1532,0.218879556384676,0.018929758518342114,0.011445478582542213,0.4795340941951547,0.17412121489658833,0.0,0.0970898974226964,Other_Faults,Other_Faults
0,0,0,1759,0.24886500644525156,0.016330131725389097,0.019193168119932293,0.4024656985166138,0.013513409413815094,0.006154094386292528,0.2934784913927055,Other_Faults,Other_Faults
0,0,0,1355,0.19194555824857407,0.004937301402774548,0.03368842395069522,0.7146473751621174,0.016111494358605864,0.011574128426091478,0.02709571845114105,Other_Faults,Other_Faults
0,0,0,1740,0.13517491256549147,0.003098733567773815,0.025433050052590857,0.7740670046620053,0.017617424829787426,0.003707282913165266,0.040901591409185895,Other_Faults,Other_Faults
0,0,0,1604,0.40005627105685265,0.00196209114959115,0.10252804745060186,0.4199204750976191,0.06491566522212336,0.007707688338493291,0.0029097616847183717,Other_Faults,Other_Faults
0,0,0,1481,0.03925883982384512,0.025196463378441284,0.004056608221709152,0.5403408853102274,0.37868842882055753,0.000588235294117647,0.011870539151101811,Other_Faults,Other_Faults
0,0,0,1698,0.044955851322832974,0.031249702390863523,0.02869181294924778,0.8013605114831779,0.07075760414996156,0.0006559139784946236,0.022328603725421513,Other_Faults,Other_Faults
0,0,0,1793,0.09366455863501541,0.06937474730502333,0.0961652369761201,0.3678381109229981,0.21493145831200722,0.0,0.15802588784883553,Other_Faults,Other_Faults
0,0,0,1657,0.13469194551684907,0.0346722453963915,0.06567250736093415,0.6957123489768761,0.018769998770284603,0.009668909878213122,0.04081204410045153,Other_Faults,Other_Faults
0,0,0,1620,0.3840656349037183,0.006563358736983026,0.0008893280632411067,0.48116728619825094,0.037832447706209554,0.006951592218492639,0.08253035217310442,Other_Faults,Other_Faults
0,0,0,1273,0.19751189493905044,0.04854348120418868,0.014638460559048796,0.301975607280066,0.3947847085260073,0.001582251082251082,0.040963596409387425,Other_Faults,Pastry
0,0,0,1569,0.5967319946114776,0.003437130650517378,0.008526641701457543,0.2647972202311087,0.03739446214157141,0.0,0.08911255066386746,Other_Faults,Bumps
0,0,0,1637,0.4031386726026629,0.021126416491769637,0.03698051183964238,0.3401353039772906,0.034288423857995284,0.0,0.1643306712306392,Other_Faults,Bumps
0,0,0,1351,0.1945945227790258,0.0297680951420337,0.03595870046924963,0.6746736014314304,0.022635997568996872,0.015167208378913164,0.027201874230350052,Other_Faults,Other_Faults
0,0,0,1450,0.3620744852960122,0.01876798911446738,0.0031955896256099093,0.4421947167699576,0.050309771768111855,0.0018034332506949142,0.12165401417514628,Other_Faults,Other_Faults
0,0,0,1738,0.14552554273167503,0.08709694092150637,0.007676603051754486,0.6825878066915289,0.015126031651020801,0.03951537360557004,0.022471701346944203,Other_Faults,Other_Faults
0,0,0,1766,0.19726303085630492,0.023178649095910463,0.085198230577905,0.49407443333345724,0.0537963444697288,0.006386824348791184,0.1401024873179021,Other_Faults,Other_Faults
0,0,0,1503,0.11405365796199728,0.06388776239699834,0.04060618536762519,0.5478742139206166,0.1329376454381327,0.004340242763772176,0.09630029215085754,Other_Faults,Other_Faults
0,0,0,1277,0.0,0.0,0.9960662177914642,0.003892965882004976,0.0,0.0,4.081632653061225e-05,Other_Faults,K_Scratch
0,0,0,1594,0.22600725389050658,0.02819729648962386,0.08606342771373793,0.5533801594586953,0.06233664486267991,0.0038610355359581365,0.04015418204879796,Other_Faults,Other_Faults
0,0,0,1492,0.04883683826630145,0.015283739496973458,0.024726668305069248,0.7197039097567878,0.16862496074074024,0.0004761904761904762,0.022347692957936944,Other_Faults,Other_Faults
0,0,0,1830,0.08524168300999174,0.005107234870392765,0.17269412552989627,0.6280433694359578,0.033453462733642636,0.016187305096863922,0.059272819323254525,Other_Faults,Other_Faults
0,0,0,1658,0.23234899661996133,0.1147249145252869,0.01514456593557232,0.3294571559174903,0.2947883936986892,0.004422480869742533,0.009113492433257342,Other_Faults,Other_Faults
0,0,0,1646,0.14170104028613908,0.039013452469452196,0.04838596653969349,0.49511517575624714,0.23347035450265496,0.0005555555555555556,0.0417584548902573,Other_Faults,Other_Faults
0,0,0,1607,0.5110146821743059,0.005966619442935233,0.008370851678707715,0.23722041570115823,0.016180950023705117,0.0007196969696969696,0.2205267840094908,Other_Faults,Bumps
0,0,0,1460,0.4343855881487005,0.006965841404482378,0.05314485871543328,0.39520601253622334,0.07695071469489634,0.01308839253234694,0.020258591967917256,Other_Faults,Bumps
0,0,0,1550,0.12461805874768231,0.01350447711147714,0.10218508610519976,0.5946024392964061,0.01493804734463492,0.043222990129999826,0.10692890126459963,Other_Faults,Other_Faults
0,0,0,1711,0.18642070947474731,0.01257732073669286,0.03484089435859214,0.6652824213613537,0.06868678905399556,0.015510581931071504,0.01668128308354635,Other_Faults,Other_Faults
0,0,0,1677,0.15021732267919327,0.04466245827868657,0.008541517483964313,0.6176232586741501,0.043264938644489506,0.061102988408756165,0.07458751583075977,Other_Faults,Other_Faults
0,0,0,1350,0.11963851828277823,0.014434111513618154,0.2612728453428076,0.5593731199074089,0.02665582103767751,0.002552584670231729,0.016072999245477684,Other_Faults,Other_Faults
0,0,0,1505,0.061725156005292846,0.011854709303038486,0.14045243673206714,0.5347617755070514,0.13043847522131202,0.00037037037037037035,0.12039707686086747,Other_Faults,Other_Faults
0,0,0,1518,0.13074014752037563,0.012245003607734556,0.03771821238352609,0.3368820263505116,0.4532853998393325,0.0022150856389986824,0.02691412465952076,Other_Faults,Pastry
0,0,0,828,0.16492011931105371,0.2518631746532225,0.021348057143837543,0.3701038257227195,0.12051628237681297,0.04737710701844762,0.02387143377390597,Dirtiness,Other_Faults
0,0,0,840,0.04155305392934573,0.6484116502594239,0.004068833943833944,0.13025332911263468,0.1497626141225491,0.0006929510155316606,0.02525756761668077,Dirtiness,Dirtiness
0,0,0,813,0.08421677562409918,0.19305672227225149,0.004415961052501654,0.4534314077190361,0.22018865614161204,0.00045454545454545455,0.044235931735953624,Dirtiness,Other_Faults
0,0,0,827,0.1488835642863342,0.3001166040928061,0.01856727927447608,0.35486628225789674,0.13727579290019332,0.01846997808500291,0.021820499103290564,Dirtiness,Other_Faults
0,0,0,860,0.19955630116277331,0.30129021400709427,0.00550387964356426,0.30665472735734456,0.1296251504326456,0.02639030559544202,0.03097942180113594,Dirtiness,Other_Faults
0,0,0,707,0.002146909122633784,0.0,0.9686886733807972,0.028450200496637552,0.00030303030303030303,0.0,0.0004111866969009826,K_Scratch,K_Scratch
0,0,0,582,0.0,0.0,0.9968371348539415,0.0021696678671468588,0.0009523809523809524,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,417,0.0035294117647058825,0.0,0.9846242496998799,0.011217286914765907,0.0,0.0,0.0006290516206482594,K_Scratch,K_Scratch
0,0,0,374,0.032864827049627704,0.002448138675760159,0.6788113282847402,0.2526699467938369,0.010340883037310032,0.01693276326780163,0.005932112890922959,K_Scratch,K_Scratch
0,0,0,460,0.001088235294117647,0.0,0.96994072716806,0.01656386414214809,0.001176470588235294,0.0,0.011230702807438766,K_Scratch,K_Scratch
0,0,0,710,0.015794337847189657,0.0,0.8973179324219887,0.0692127932356229,0.0027126941685765215,0.0,0.014962242326622455,K_Scratch,K_Scratch
0,0,0,467,0.0,0.0,0.9999183673469387,4.081632653061225e-05,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,657,0.0,0.0,0.9999183673469387,4.081632653061225e-05,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,704,0.006570973620227694,0.0,0.923471479552536,0.0633744976790603,0.0006876456876456876,0.0,0.00589540346052951,K_Scratch,K_Scratch
0,0,0,700,0.001558673828516137,0.0,0.9786731116005296,0.019424367941393232,0.00030303030303030303,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,668,0.0,0.0,0.9979418967587034,0.0020172869147659063,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,351,0.02524272208344732,0.0,0.8036742246318884,0.15264897554925994,0.014542463025003605,0.0035582813770669557,0.0003333333333333333,K_Scratch,K_Scratch
0,0,0,373,0.058935979342285554,0.00127789046653144,0.7308628880519206,0.1919024813445381,0.00932886174757238,0.005899679772173792,0.0017922192749778955,K_Scratch,K_Scratch
0,0,0,726,0.011032667229571254,0.0,0.9207235961051087,0.06764736478323384,0.0,0.0,0.0005963718820861677,K_Scratch,K_Scratch
0,0,0,616,0.0,0.0,0.9987418967587034,0.0012172869147659062,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,662,0.000588235294117647,0.0,0.9938835089591391,0.005117069049842159,0.0,0.0,0.0004111866969009826,K_Scratch,K_Scratch
0,0,0,699,0.000588235294117647,0.0,0.9975071141500079,0.0018638342293439115,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,577,0.0005555555555555556,0.0,0.9927080179440195,0.00669561017389412,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,522,0.000588235294117647,0.0,0.9833807389622513,0.01069609177004135,0.0,0.0,0.0053349339735894365,K_Scratch,K_Scratch
0,0,0,483,0.0,0.0,0.9987930112215825,0.0007958020815163672,0.0,0.0,0.0004111866969009826,K_Scratch,K_Scratch
0,0,0,515,0.0015764705882352942,0.0,0.9762688504903052,0.021025627300810618,0.0,0.0,0.0011290516206482592,K_Scratch,K_Scratch
0,0,0,564,0.007052515924700189,0.0,0.9665238403134997,0.022568929946449243,0.0,0.0,0.003854713815350702,K_Scratch,K_Scratch
0,0,0,549,0.005616899585000365,0.0,0.951597922413506,0.030078413525835495,0.0031029411764705883,0.0,0.00960382329918743,K_Scratch,K_Scratch
0,0,0,352,0.06745284046673276,0.022147200369921727,0.1461997216579046,0.6326966714652847,0.11151708397646803,0.0,0.019986482063687947,K_Scratch,Other_Faults
0,0,0,438,0.001176470588235294,0.0,0.9968246854297272,0.0004111866969009826,0.0,0.0,0.0015876572851362767,K_Scratch,K_Scratch
0,0,0,602,0.0,0.0,0.9987418967587034,0.0012172869147659062,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,422,0.001176470588235294,0.0,0.994556172813953,0.0036383049771632793,0.0,0.0,0.0006290516206482594,K_Scratch,K_Scratch
0,0,0,465,0.000588235294117647,0.0,0.9976165406333471,0.001384037375634014,0.0,0.0,0.0004111866969009826,K_Scratch,K_Scratch
0,0,0,594,0.0,0.0,0.9999183673469387,4.081632653061225e-05,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,484,0.0,0.0,0.9987930112215825,0.0007958020815163672,0.0,0.0,0.0004111866969009826,K_Scratch,K_Scratch
0,0,0,600,0.001176470588235294,0.0,0.9944717442532568,0.003352363167489218,0.0,0.0,0.0009994219910186297,K_Scratch,K_Scratch
0,0,0,622,0.0,0.0,0.9929902627717753,0.0035048686141123113,0.0017320261437908497,0.0,0.0017728424703214618,K_Scratch,K_Scratch
0,0,0,559,0.010793874643874643,0.0,0.9042505270511519,0.07000852374865447,0.0035421784098254687,0.0,0.011404896146492784,K_Scratch,K_Scratch
0,0,0,647,0.0005555555555555556,0.0,0.9970752300920368,0.0023283980258770173,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,676,0.07393463909397685,0.01345775214193064,0.555738989278324,0.2537156203267566,0.02023954466943544,0.005396630410017138,0.0775168240795595,K_Scratch,K_Scratch
0,0,0,419,0.000588235294117647,0.0,0.9942794221136729,0.004503290971561038,0.0,0.0,0.0006290516206482594,K_Scratch,K_Scratch
0,0,0,567,0.1116548482584942,0.005041266595984592,0.3059779756006912,0.4487603858705585,0.011931345661572017,0.011706482005117423,0.10492769600758214,K_Scratch,Other_Faults
0,0,0,541,0.12680155928195302,0.0051231140633631045,0.12980543134910313,0.6057903013270001,0.017839116652032253,0.01681413953295356,0.09782633779359458,K_Scratch,Other_Faults
0,0,0,420,0.09114507705576053,0.010590751390702592,0.15140018505882602,0.5817044834792605,0.023902745904902992,0.0062559854020827095,0.13500077170846414,K_Scratch,Other_Faults
0,0,0,469,0.000588235294117647,0.0,0.9993301320528211,4.081632653061225e-05,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,0,0,95,0.30263762765118407,0.07661205760410626,0.02115370292421243,0.31892510295198373,0.24793410452600895,0.004980132750391371,0.02775727159211292,Pastry,Other_Faults
0,0,0,90,0.17565887490205648,0.07781454677339565,0.019495919168088724,0.2828382778931065,0.4176180818785008,0.0012761904761904763,0.025298108908661333,Pastry,Pastry
0,0,0,40,0.1015476911731238,0.07032230537962306,0.005540578720357507,0.3780767428367671,0.4075452011506356,0.0,0.036967480739492874,Pastry,Pastry
0,0,0,149,0.14054924718720785,0.034787345920647625,0.019423734624117013,0.2893076983782435,0.4668105138612016,0.0009764309764309765,0.048145029052151095,Pastry,Pastry
0,0,0,89,0.23470424216033958,0.052137967290553575,0.02923001737305067,0.4259461720650474,0.23582866465157637,0.0008711433756805807,0.021281793083751634,Pastry,Other_Faults
0,0,0,141,0.17770410572714185,0.13072474913785975,0.004985104435412784,0.30482290533694084,0.3288220984089154,0.000588235294117647,0.052352801659611356,Pastry,Pastry
0,0,0,52,0.17151901081809154,0.014556552334638866,0.0027321201647814547,0.3440198129487051,0.2789171562945071,0.0,0.1882553474392758,Pastry,Other_Faults
0,0,0,128,0.04732185849138486,0.12226866941002189,0.01402156076494312,0.17224352114584424,0.6150904038001982,0.0,0.029053986387607672,Pastry,Pastry
0,0,0,63,0.28756500221916487,0.005264501999399025,0.004538326038219281,0.42656948015169677,0.25104624926070057,0.0028431372549019606,0.02217330307591724,Pastry,Other_Faults
0,0,0,36,0.1337649917141781,0.040164676093051056,0.0096224767495946,0.42916050379998116,0.2975106414518908,0.0025028985507246377,0.08727381164057933,Pastry,Other_Faults
0,0,0,79,0.06434758395487207,0.07535223661805804,0.08843929305914251,0.3482535750449328,0.3707031702378171,0.00037037037037037035,0.05253377071480687,Pastry,Pastry
0,0,0,55,0.35457285405874145,0.04342620532383976,0.00205267094017094,0.2687361576019629,0.3173891311223096,0.0,0.013822980952975067,Pastry,Bumps
0,0,0,56,0.2868004623911513,0.11058444353566328,0.016112019325989914,0.47441525071366647,0.04065116696673602,0.05836809485745122,0.01306856220934159,Pastry,Other_Faults
0,0,0,152,0.11649653678277412,0.01999422605591087,0.005070351797325481,0.18823347363025264,0.2128616176817169,0.0010714285714285713,0.45627236548059114,Pastry,Z_Scratch
0,0,0,20,0.066067869336356,0.020500130443557047,0.011721414115720603,0.5334718495294424,0.34427332306499153,0.0,0.023965413509932264,Pastry,Other_Faults
0,0,0,210,0.03046991580560562,0.00944097241514909,0.025418707802375193,0.19048307748289758,0.028135505944374216,0.0,0.7160518205495982,Z_Scratch,Z_Scratch
0,0,0,296,0.032051753021382356,0.0009263157894736843,0.0019230769230769232,0.077763907703853,0.012492530486943732,0.0007692307692307692,0.8740731853060395,Z_Scratch,Z_Scratch
0,0,0,196,0.0653016326038072,0.005419031788072035,0.003920154414550967,0.18390011602430384,0.09487437273640036,0.0,0.6465846924328656,Z_Scratch,Z_Scratch
0,0,0,175,0.06985768196226996,0.003314548765592409,0.005096503728078061,0.12127720983454866,0.01797466099697418,0.00043478260869565214,0.7820446121038409,Z_Scratch,Z_Scratch
0,0,0,307,0.03879592475268538,0.04016393035946338,0.00904702953735393,0.2972642744055239,0.06843290395430283,0.0,0.5462959369906705,Z_Scratch,Z_Scratch
0,0,0,171,0.03415297683030227,0.0066469825573421916,0.003694182405616162,0.23788676800483846,0.0924015654555552,0.0,0.6252175247463457,Z_Scratch,Z_Scratch
0,0,0,215,0.1536130526508442,0.003068725079946698,0.004967004726306764,0.22650746644253938,0.010867438255343934,0.002863295680591077,0.5981130171644277,Z_Scratch,Z_Scratch
0,0,0,341,0.12959732942474217,0.14486640856372493,0.007197846469607649,0.480051136037147,0.12885329355793454,0.011568190995974009,0.09786579495086975,Z_Scratch,Other_Faults
0,0,0,264,0.09484977270110256,0.001888237210817856,0.004390063433252938,0.09888823025374696,0.015901053623492714,0.0,0.7840826427775868,Z_Scratch,Z_Scratch
0,0,0,222,0.042916017069060286,0.008580404645313367,0.015025243359181652,0.16222748519947977,0.020153980477963615,0.0,0.7510968692490009,Z_Scratch,Z_Scratch
0,0,0,277,0.0937736824807171,0.0,0.005949945479357244,0.09189229389988933,0.02547870441299435,0.0,0.7829053737270418,Z_Scratch,Z_Scratch
0,0,0,272,0.10520519016817706,0.0016666666666666666,0.02571415276330137,0.1832691295070188,0.008948483297748003,0.003924974480856834,0.6712714031162312,Z_Scratch,Z_Scratch
0,0,0,221,0.08141764058422982,0.0099813346978174,0.015980567288554407,0.25322545856284434,0.03087671192543283,0.0023165902724726255,0.6062016966686482,Z_Scratch,Z_Scratch
0,0,0,338,0.15350790210968335,0.03756644637324561,0.006239133482533312,0.5448418602339025,0.2076256703514964,0.0016666666666666666,0.04855232078247198,Z_Scratch,Other_Faults
0,0,0,162,0.15172109494873698,0.0005263157894736842,0.010044393292416243,0.15924666341484822,0.01855370264624302,0.0014347826086956522,0.6584730472995862,Z_Scratch,Z_Scratch
0,0,0,199,0.26055212558761803,0.01602410549812666,0.016771937309374475,0.38896816636306353,0.030675234456223423,0.030667700744785156,0.2563407300408087,Z_Scratch,Other_Faults
0,0,0,192,0.18250470789536538,0.03927197226930349,0.0014545454545454545,0.2902404103355343,0.16979486573589994,0.004714027149321267,0.31201947116003004,Z_Scratch,Z_Scratch
0,0,0,176,0.0785682116711721,0.011646864479661843,0.0064387448636674645,0.21146842583177178,0.0806207214864251,0.0013025210084033612,0.6099545106588982,Z_Scratch,Z_Scratch
0,0,0,265,0.02607382881764159,0.005578253445900505,0.0029838582470161417,0.11295551270208212,0.03390353787829504,0.0,0.8185050089090643,Z_Scratch,Z_Scratch
0,0,0,759,0.05273018240280673,0.0006666666666666666,0.029102242364124647,0.12164189330728459,0.012593295813232288,0.7766740915923974,0.006591627853487436,Stains,Stains
0,0,0,760,0.06592426175396707,0.0006666666666666666,0.03859722350508774,0.11829835039492564,0.009565116473940004,0.7649519699087984,0.001996411296614137,Stains,Stains
0,0,0,764,0.04620915711869591,0.0008210180623973727,0.035872064242680704,0.1633079664047338,0.014203272664727776,0.7371871407018102,0.0023993808049535604,Stains,Stains
0,0,0,741,0.5337627442391087,0.0162255240870413,0.018220261416054463,0.3275955260178433,0.06058111991017397,0.017702154715488198,0.025912669614289875,Stains,Bumps
0,0,0,766,0.015178528219827635,0.0025396825396825397,0.027434335367846806,0.07400091002306589,0.0029448028673835125,0.8757902081970363,0.0021115327851570736,Stains,Stains
0,0,0,799,0.051086606785733665,0.003675190034216404,0.03486055697755026,0.17041484113537345,0.007947472979899955,0.7269160406127827,0.005099291474442908,Stains,Stains
0,0,0,752,0.029857695220466343,0.014155531079073578,0.0345948069378127,0.09377920698212572,0.011311221866599875,0.8143107780756241,0.0019907598382971703,Stains,Stains
0,0,0,749,0.017011303304123843,0.0015212981744421904,0.024504044043360314,0.05714867585046071,0.007632495230947243,0.8921821833966653,0.0,Stains,Stains
0,1,0,871,0.1050460222045531,0.007024525526486038,0.03616935317543391,0.7765740899422592,0.05158770923078375,0.0018951404979328519,0.021703159422551025,Bumps,Other_Faults
0,1,0,1252,0.46699074705147053,0.0004,0.06983041243871604,0.3774343721918701,0.07629826457966511,0.0004,0.008646203738278352,Bumps,Bumps
0,1,0,1213,0.796512617057351,0.007471089036651155,0.001746031746031746,0.16272943015396926,0.010977297952878448,0.0,0.020563534053118213,Bumps,Bumps
0,1,0,912,0.7020298779193734,0.004689414116471176,0.0005555555555555556,0.247494169982685,0.037646667704220926,0.001709587060630704,0.0058747276610633045,Bumps,Bumps
0,1,0,1100,0.14088989757006307,0.027416920877391088,0.010279705763219696,0.6500882324404248,0.12821907442176098,0.019132463604793325,0.023973705322347105,Bumps,Other_Faults
0,1,0,1081,0.1355231547774611,0.051134785942926114,0.024468541323687046,0.44871482146989683,0.31735772060911466,0.0013568376068376067,0.021444138270076404,Bumps,Other_Faults
0,1,0,1151,0.2225119836744953,0.007236094214373592,0.2714024499363846,0.3165914435666474,0.05109199685159699,0.0,0.13116603175650202,Bumps,Other_Faults
0,1,0,885,0.11170994140793619,0.023065536995522214,0.17063139194559956,0.5178584990794495,0.026471071910846834,0.004441071727836434,0.14582248693280897,Bumps,Other_Faults
0,1,0,1044,0.4174585715764888,0.0028392227898806845,0.00041666666666666664,0.47799478615384544,0.0682599473013699,0.003986387866183263,0.029044417645565174,Bumps,Other_Faults
0,1,0,1014,0.42894796086867865,0.0113927657226486,0.0027565895414865664,0.3417704533877524,0.0661022392942914,0.01024406553568643,0.13878592564945597,Bumps,Bumps
0,1,0,1154,0.4004536729133629,0.012732424433619511,0.0200691648063638,0.40434412378534135,0.025126243630712062,0.0019211575068960468,0.13535321292370445,Bumps,Other_Faults
0,1,0,908,0.6839219514451349,0.007696694174941585,0.001400383141762452,0.2486687775777597,0.040665903615777384,0.0009347826086956521,0.016711507435928218,Bumps,Bumps
0,1,0,1079,0.2942940077157633,0.016926074823868945,0.04668570162478702,0.35282750581694516,0.04711625974305153,0.22129978859982624,0.020850661675757803,Bumps,Other_Faults
0,1,0,955,0.6621711694398867,0.007635343499182743,0.0011111111111111111,0.2578100773129318,0.06397831507916553,0.000588235294117647,0.0067057482636043,Bumps,Bumps
0,1,0,982,0.403355852923827,0.07161544774437173,0.015716040128496814,0.39078474941234176,0.04699826283414886,0.024659064679089678,0.046870582277724344,Bumps,Bumps
0,1,0,1236,0.37759938837628526,0.01527153244447885,0.006688557569367164,0.37177712037976923,0.018182883358664095,0.002998332936413432,0.20748218493502196,Bumps,Bumps
0,1,0,918,0.4235960313903284,0.010533688714008543,0.010851800175012877,0.28581205148805316,0.24754117508985957,0.0015961790433306267,0.02006907409940668,Bumps,Bumps
0,1,0,1028,0.6107639786078971,0.012736542736934373,0.008824609406632732,0.29328759612198985,0.008998034458454015,0.0,0.06538923866809193,Bumps,Bumps
0,1,0,1036,0.5042201146959667,0.007223791586345603,0.0,0.39850628306891844,0.06658220601202584,0.002169141491722137,0.021298463145021485,Bumps,Bumps
0,1,0,1118,0.3964226236676037,0.01601033163647261,0.021117636428875933,0.45173544498799073,0.05104816411351793,0.027217850944431472,0.03644794822110741,Bumps,Other_Faults
0,1,0,971,0.16062846862012722,0.25413870737515354,0.034260342025734296,0.29453667186724064,0.18377774252369164,0.002113266283524904,0.07054480130452737,Bumps,Other_Faults
0,1,0,1057,0.4664967308734927,0.005421387042162914,0.0,0.43559754942940665,0.04292089413933922,0.004029955860404538,0.04553348265519404,Bumps,Bumps
0,1,0,973,0.37848935065878714,0.021232336556290417,0.05272048191337278,0.37817436873300314,0.06144231248065732,0.022987573667705926,0.08495357599018329,Bumps,Bumps
0,1,0,1127,0.2103020983183138,0.025524698630524534,0.021811577170175667,0.6441344364085957,0.030551176295503232,0.014309925384895316,0.053366087791991514,Bumps,Other_Faults
0,1,0,1227,0.7436279017177304,0.008468259472331147,0.0012698412698412698,0.20112699400057515,0.009427128662789804,0.0017027863777089782,0.03437708849902302,Bumps,Bumps
0,1,0,1267,0.3073392522926541,0.007732971013571793,0.027990681819208826,0.43390729466978656,0.0377360034124085,0.0012670565302144248,0.18402674026215604,Bumps,Other_Faults
0,1,0,879,0.3952953020213538,0.009790119852212838,0.1085111675077041,0.3881818063255386,0.08450920967233372,0.012072020475945373,0.0016403741449113498,Bumps,Bumps
0,1,0,930,0.48380678295572954,0.007178865334012391,0.029116508998663172,0.24816121180175593,0.01970513562048128,0.0,0.21203149528935808,Bumps,Bumps
0,1,0,1063,0.4840571221707578,0.0036514764393821187,0.002777777777777778,0.3960954607284091,0.08455763740445141,0.002863010327250565,0.02599751515197113,Bumps,Bumps
0,1,0,963,0.4842959900625218,0.020708206135455355,0.015688104787369494,0.37922250317766953,0.07079040627471805,0.0058171894570654996,0.02347760010520037,Bumps,Bumps
0,1,0,951,0.29897332871668103,0.003141523162745573,0.009482348429500012,0.5340215250957989,0.10482638109289802,0.00172689205955335,0.04782800144282301,Bumps,Other_Faults
0,1,0,924,0.5237572346662134,0.004107160813043166,0.002479074699574903,0.3469322151639782,0.08738426139861401,0.0017794571020377473,0.033560596156538655,Bumps,Bumps
0,1,0,945,0.6419857253069648,0.01823578142423807,0.00030303030303030303,0.2832406673422236,0.037941187857061055,0.0023679828942986835,0.01592562487218321,Bumps,Bumps
0,1,0,1115,0.26179484901935646,0.004435265374225329,0.09117100717063938,0.5504469653057398,0.02637227679206848,0.0056720362270604565,0.060107600110910014,Bumps,Other_Faults
0,1,0,910,0.6335327973024747,0.003838222581175872,0.0,0.27132002801354405,0.07421558881792524,0.002783709496166183,0.01430965378871389,Bumps,Bumps
0,1,0,892,0.31899879300299844,0.018376540386258734,0.001088235294117647,0.2629755570876303,0.36634574200358955,0.0032590885816692265,0.02895604364373585,Bumps,Pastry
0,1,0,938,0.4660555736226915,0.011827206701394009,0.0007703703703703705,0.32980390406087357,0.15259277331068696,0.0007030303030303031,0.03824714163095318,Bumps,Bumps
0,1,0,972,0.29679882161008797,0.03295273252026223,0.053592375707429,0.41609809458872704,0.07272252055590125,0.029956040404026087,0.09787941461356646,Bumps,Other_Faults
0,1,0,1145,0.6369737908295627,0.0017962962962962965,0.03448934692575753,0.27540633536200315,0.03169357385799257,0.0,0.019640656728387537,Bumps,Bumps
0,1,0,1140,0.598690599876059,0.002690941031585048,0.033947467944635754,0.26925626119791185,0.03165626960045662,0.0019791666666666664,0.06177929368268496,Bumps,Bumps
0,1,0,893,0.5047790630985888,0.007339229812807266,0.001176470588235294,0.3345889124386258,0.09200330801463263,0.04306699798723877,0.017046018059871257,Bumps,Bumps
0,1,0,1507,0.07117727390073962,0.04067013417902328,0.02664915500582357,0.7237748610763514,0.10654657864300532,0.0013556618819776714,0.029826335313078906,Other_Faults,Other_Faults
0,1,0,1424,0.6286340344936588,0.0017203463203463204,0.008409545271522201,0.2586981050444546,0.025366641551848867,0.0013926854754440963,0.07577864184272493,Other_Faults,Bumps
0,1,0,1785,0.11935292837901937,0.017725696127555073,0.05195905564361489,0.749429126756556,0.012686090361740064,0.010727109631891567,0.038119993099622454,Other_Faults,Other_Faults
0,1,0,1389,0.2163180117719543,0.03974911809146098,0.06486871542277488,0.6120913136028605,0.0321034551906591,0.013030732115998278,0.021838653804291525,Other_Faults,Other_Faults
0,1,0,1316,0.1558723950492359,0.01336414378885016,0.07204671115048339,0.6971545599148945,0.030752726302533152,0.007458035355784043,0.023351428438218497,Other_Faults,Other_Faults
0,1,0,1727,0.13517404407477418,0.005713097182939492,0.07242307043981541,0.6677746886140697,0.07738647141571188,0.0028321960297766745,0.03869643224291233,Other_Faults,Other_Faults
0,1,0,1412,0.3817752218057498,0.00551581605528974,0.0015384615384615385,0.5261870891488287,0.06480589443108048,0.005557503477201619,0.01462001354338816,Other_Faults,Other_Faults
0,1,0,1396,0.09632648169449011,0.03524359621541873,0.08315768936073174,0.5632380953884167,0.19438096438690158,0.0012140033879164314,0.0264391695661245,Other_Faults,Other_Faults
0,1,0,1630,0.3007569711910646,0.008532029961920729,0.004257899614668695,0.3866093464688241,0.27942285682207624,0.001834797108035648,0.018586098833409944,Other_Faults,Other_Faults
0,1,0,1789,0.2781481842680157,0.029816307318581935,0.00534109477124183,0.3344909698283947,0.16329807209679942,0.013341628568213965,0.17556374314875217,Other_Faults,Other_Faults
0,1,0,1444,0.3809970661706156,0.006585425500898646,0.04636489178091534,0.44363892453675574,0.03162404059680199,0.0010001456876456876,0.08978950572636729,Other_Faults,Other_Faults
0,1,0,1506,0.11650219878734096,0.016520353724710744,0.020189127812791235,0.7528455812450052,0.0574170853436939,0.003824185463659148,0.03270146762279857,Other_Faults,Other_Faults
0,1,0,1796,0.21669810484863103,0.025225742586225203,0.05111234260726537,0.4382800423077638,0.018459443776114116,0.2229067866195854,0.02731753725441496,Other_Faults,Other_Faults
0,1,0,1838,0.07007819490520409,0.010069023085755958,0.10724127478934704,0.7268391676626745,0.014282703045315029,0.008191196313607901,0.06329844019809536,Other_Faults,Other_Faults
0,1,0,1854,0.08535204825357351,0.048209891034528295,0.015630094342362143,0.7902932642280845,0.014479469191462733,0.03182358006302704,0.014211652886961237,Other_Faults,Other_Faults
0,1,0,1649,0.32133729832005037,0.037833684669857495,0.01335166930879005,0.4899982794339065,0.09167608890774051,0.020756757653240494,0.02504622170641444,Other_Faults,Other_Faults
0,1,0,1814,0.30301953617802657,0.023194822877530094,0.00721375895666628,0.4498295515697428,0.1574731686253685,0.0021260322523480417,0.05714312954031766,Other_Faults,Other_Faults
0,1,0,1408,0.41630249462187835,0.0046587354016886925,0.002001925770308123,0.4874792231212121,0.05188254857738017,0.0022064044087804504,0.035468668098752085,Other_Faults,Other_Faults
0,1,0,1700,0.04264570085818797,0.04511135105052121,0.01995561717933684,0.7770444630182304,0.0912011055521767,0.0021681618819776715,0.02187360045956868,Other_Faults,Other_Faults
0,1,0,1862,0.15231547288727604,0.01923814998576205,0.006904923347501595,0.6747195438858853,0.05102142848764785,0.01967197456419468,0.07612850684173264,Other_Faults,Other_Faults
0,1,0,1334,0.1007622329310447,0.004727831488908942,0.03806925998932437,0.7915172354061732,0.030089816310347673,0.002459462463999669,0.032374161410201524,Other_Faults,Other_Faults
0,1,0,1390,0.06401931017597778,0.0011275132275132276,0.42151067939491954,0.44705538879239837,0.03480176345005852,0.0,0.03148534495913242,Other_Faults,Other_Faults
0,1,0,1645,0.13495392464874,0.09163542848110579,0.029120926706837934,0.4855633232217499,0.23705569054814307,0.0036212740719319667,0.018049432321491147,Other_Faults,Other_Faults
0,1,0,1774,0.11732751610814406,0.0028690984548369945,0.054606040951034995,0.7616543493614161,0.005319047519890849,0.010648181623641189,0.047575765981035446,Other_Faults,Other_Faults
0,1,0,1666,0.24310318473916656,0.01865272904063102,0.019471786833855798,0.5128817111232268,0.02176465427054457,0.004680915856640519,0.17944501813593458,Other_Faults,Other_Faults
0,1,0,1556,0.1407689411573743,0.029760749811299614,0.16156670251377736,0.5588834698276789,0.061590725039884636,0.03677227075546105,0.010657140894524042,Other_Faults,Other_Faults
0,1,0,1268,0.3973533849820731,0.0012955465587044534,0.11805381254845691,0.40857325236718656,0.06349098568034096,0.007314850218525439,0.003918167644712266,Other_Faults,Other_Faults
0,1,0,1729,0.07224696420416507,0.006375321517744471,0.06633884936616975,0.7755048329172819,0.036370824728864576,0.0019307677796642142,0.041232439486110224,Other_Faults,Other_Faults
0,1,0,1913,0.12316328098955209,0.014589078756298873,0.0658850247327054,0.7357159190732366,0.005791809785790025,0.028674547214803087,0.026180339447613582,Other_Faults,Other_Faults
0,1,0,1671,0.40750493817980776,0.008950400045075501,0.0015580160580160583,0.3812651183582212,0.03052541536947366,0.0016659169290748237,0.1685301950603312,Other_Faults,Bumps
0,1,0,1628,0.6060227710447031,0.009104922248556888,0.0,0.2745108480467548,0.096357964871165,0.00041666666666666664,0.013586827122153207,Other_Faults,Bumps
0,1,0,1605,0.442388757128963,0.006330755160395758,0.02296089854436705,0.4185537339156553,0.03268390122696335,0.0006971153846153847,0.07638483863904026,Other_Faults,Bumps
0,1,0,1923,0.1465698121522693,0.016699411593166947,0.08816855930506907,0.6330268521945159,0.03628705205628037,0.005118671527239477,0.07412964117145893,Other_Faults,Other_Faults
0,1,0,1311,0.08680058714626625,0.03684594981463709,0.011086317264232301,0.40756532862261274,0.40944014991566896,0.0,0.04826166723658276,Other_Faults,Pastry
0,1,0,1675,0.36218164585411655,0.0077791672247121465,0.0,0.5273383619275829,0.05589368097039001,0.0061081492354478776,0.040698994787750555,Other_Faults,Other_Faults
0,1,0,1293,0.06108373207257342,0.011219085444270966,0.02217614683247227,0.6173333381772461,0.2719732787231391,0.0,0.016214418750298092,Other_Faults,Other_Faults
0,1,0,1799,0.20684157144952642,0.003982442191660768,0.002132184256755195,0.5248467315136189,0.04867747770925244,0.006755041644515328,0.20676455123467083,Other_Faults,Other_Faults
0,1,0,1479,0.03024972816369595,0.015545861118080661,0.021889306907292728,0.7879020188581956,0.11714663315203692,0.0010263157894736842,0.02624013601122404,Other_Faults,Other_Faults
0,1,0,1704,0.01660557447782551,0.02931239108883372,0.0292836213379557,0.7869362268993717,0.08259769597606453,0.0006828703703703704,0.05458161984957838,Other_Faults,Other_Faults
0,1,0,1653,0.22513450059347018,0.017525860120504323,0.03465796642037518,0.4516527662954653,0.21845084762347747,0.004297453262410026,0.04828060568429736,Other_Faults,Other_Faults
0,1,0,1559,0.418241376390315,0.033397096788166505,0.005593206349142719,0.4305207020455958,0.05988580741780984,0.0021398874030452977,0.05022192360592458,Other_Faults,Other_Faults
0,1,0,1606,0.5438737181369047,0.016805828053235786,0.00037037037037037035,0.2584569154524947,0.15661249503681918,0.0021575757575757575,0.021723097192599253,Other_Faults,Bumps
0,1,0,1367,0.15364080334553412,0.040921285633227285,0.004049958379943155,0.732473104973891,0.026790676900824106,0.009489760388863564,0.03263441037771648,Other_Faults,Other_Faults
0,1,0,1388,0.13814569266376964,0.0371819405183889,0.040424734171877065,0.7171972123117852,0.020561779705699026,0.018179646631272667,0.028308993997207096,Other_Faults,Other_Faults
0,1,0,1935,0.07953901694182025,0.0029269253595866494,0.11026353404771369,0.7555049803484067,0.005948968002851703,0.0027344731142685107,0.04308210218535235,Other_Faults,Other_Faults
0,1,0,1537,0.15919710034575713,0.0770001930825308,0.003906185919343814,0.6723646969318322,0.030196527355208773,0.021908106416396782,0.03542718994892993,Other_Faults,Other_Faults
0,1,0,1794,0.4044975169513743,0.026449373272433633,0.0016420361247947454,0.41352558690707225,0.12149193087232034,0.007286929601838323,0.025106626270166466,Other_Faults,Other_Faults
0,1,0,1295,0.16184097984980425,0.008636776732535127,0.07041645799251012,0.58578839704261,0.14906148554978121,0.0026740613611322996,0.021581841471626725,Other_Faults,Other_Faults
0,1,0,1387,0.13082114977354878,0.016182263330637946,0.10403143083358456,0.7110168603174106,0.014706029613010919,0.006555174568030957,0.016687091563775697,Other_Faults,Other_Faults
0,1,0,1485,0.050431334172803995,0.01661442878801552,0.013930663190341466,0.7252441015600983,0.17239484498965915,0.000803030303030303,0.02058159699605121,Other_Faults,Other_Faults
0,1,0,1874,0.16525746771986083,0.05540268947302817,0.007186522514143998,0.6612045072058418,0.023358289077309344,0.004156649153142841,0.08343387485667277,Other_Faults,Other_Faults
0,1,0,1523,0.07342148670327957,0.056776403680265784,0.04179993911749874,0.5168845739704873,0.1812547644566977,0.0019115971747550695,0.12795123489701535,Other_Faults,Other_Faults
0,1,0,1812,0.13780325941159277,0.0198673367925838,0.08562012958265985,0.6664325518877563,0.012636144929932964,0.028923933818786832,0.048716643576687264,Other_Faults,Other_Faults
0,1,0,1888,0.1762603494741177,0.011071499474533408,0.00979379166871427,0.5546282808819164,0.16594943634834577,0.0012811863096493076,0.08101545584272324,Other_Faults,Other_Faults
0,1,0,1608,0.5001393000760909,0.0014665286404416838,0.0003448275862068965,0.37496775086881734,0.09447798525053468,0.0013829742020485358,0.027220633375859983,Other_Faults,Bumps
0,1,0,1423,0.4385960611757941,0.035342006378613615,0.004573723690103001,0.3978753380688906,0.013855477056807413,0.007979620769094453,0.10177777286069672,Other_Faults,Bumps
0,1,0,1755,0.08569977920510925,0.010969424232275964,0.019167651562374564,0.24994087819701669,0.03847442690063511,0.003810845233852895,0.5919369946687355,Other_Faults,Z_Scratch
0,1,0,1418,0.37925046701405585,0.013572554918024558,0.005928936402513856,0.2453989183655343,0.07468685909988731,0.010033843950404053,0.27112842024958006,Other_Faults,Bumps
0,1,0,1308,0.2605858612085454,0.03981057759640285,0.006364272981920041,0.3437704948237728,0.24940127439629478,0.0,0.10006751899306421,Other_Faults,Other_Faults
0,1,0,1561,0.11337193111326455,0.016780196608575434,0.05934997902892007,0.6601375176739883,0.043728739369013774,0.07622627747572164,0.030405358730516144,Other_Faults,Other_Faults
0,1,0,1517,0.08451798630688863,0.012490959602444672,0.006680281965030542,0.5192458856084634,0.23463375905029804,0.0003125,0.1421186274668751,Other_Faults,Other_Faults
0,1,0,1797,0.18891609055152017,0.004111440140319451,0.0026604448033980942,0.5850884101730854,0.0389967629841381,0.012400845268995424,0.1678260060785431,Other_Faults,Other_Faults
0,1,0,1282,0.4214766409679609,0.0051792914687651525,0.010942850864206361,0.4551967575109426,0.07837998543221189,0.0,0.02882447375591322,Other_Faults,Other_Faults
0,1,0,1674,0.10522581233681516,0.06958550643340726,0.025360041628497035,0.3763371532086147,0.2809586034265903,0.0027768874643874643,0.13975599550168816,Other_Faults,Other_Faults
0,1,0,1680,0.08472572431348979,0.027713647108515486,0.032474700622319365,0.3216800668770909,0.05859533404051923,0.0,0.47481052703806503,Other_Faults,Z_Scratch
0,1,0,1903,0.13027001108274103,0.04677906024282888,0.0014230019493177387,0.7497096543027153,0.029561904576469646,0.017265983655236385,0.02499038419069049,Other_Faults,Other_Faults
0,1,0,1409,0.5443310022741313,0.00277789046653144,0.002,0.3562705767882439,0.07835773347077762,0.005817625469159996,0.01044517153115551,Other_Faults,Bumps
0,1,0,829,0.17719007124729938,0.30677492611502555,0.013272601660410008,0.3535359290478462,0.06802940663623025,0.025226296537556855,0.05597076875563157,Dirtiness,Other_Faults
0,1,0,814,0.13654146193182234,0.14887564305906836,0.006777765591406565,0.4474292062535046,0.18339673143005705,0.001051747311827957,0.07592744442231278,Dirtiness,Other_Faults
0,1,0,856,0.026895490456044738,0.6712500575868988,0.007985929834342391,0.1431876512713266,0.1254073290647323,0.0010230179028132991,0.02425052388384173,Dirtiness,Dirtiness
0,1,0,862,0.1701422241942118,0.35230719934403737,0.00448834798287131,0.27677578994349267,0.1671326618714102,0.0063584710555618495,0.02279530560841471,Dirtiness,Dirtiness
0,1,0,861,0.1647654739674087,0.36269568616336195,0.005743764500553089,0.28702669420692684,0.1270719659574736,0.010528640916968972,0.042167774287306774,Dirtiness,Dirtiness
0,1,0,721,0.019046671731949308,0.0,0.8646881955013787,0.09513547090593816,0.006963903743315507,0.0,0.014165758117417849,K_Scratch,K_Scratch
0,1,0,607,9.933774834437086e-05,0.0,0.9866506385566041,0.01318379852948872,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,572,0.08551623414510029,0.008732440292498424,0.3435225885931765,0.4524403989100268,0.015211095109315356,0.006027278092751238,0.08854996485713108,K_Scratch,Other_Faults
0,1,0,530,0.005937127409663444,0.0,0.9179378236741833,0.062067891409273865,0.005734254307783721,0.0,0.008322903199095169,K_Scratch,K_Scratch
0,1,0,562,0.004651969327291739,0.0,0.9679670421623805,0.023966959117165176,0.0018574660633484162,0.0,0.0015565633298141215,K_Scratch,K_Scratch
0,1,0,655,0.001213888831935702,0.0,0.9890140632950793,0.009705822707421954,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,692,0.0004219183935056612,0.0,0.9816293952594076,0.017882461181523722,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,490,9.933774834437086e-05,0.0,0.9994370860927152,0.00039735099337748344,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,403,0.03366654545686281,0.00030303030303030303,0.7128565186527308,0.21695209339797053,0.023187763827533642,0.0,0.013034048361871973,K_Scratch,K_Scratch
0,1,0,705,0.0040661251671242,0.0,0.9540552692877483,0.03682004526369971,0.0020109625668449198,0.0,0.0030475977145825216,K_Scratch,K_Scratch
0,1,0,446,0.0006875730424620179,0.0,0.9988488507985975,0.00039735099337748344,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,555,0.019653289072040545,0.0023843211527035057,0.8176376524305605,0.1250380485271344,0.019789443624889873,0.0005,0.014997245192670912,K_Scratch,K_Scratch
0,1,0,610,9.933774834437086e-05,0.0,0.99826061550448,0.0015738215816127777,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,658,9.933774834437086e-05,0.0,0.9913728353529427,0.008461601733150047,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,601,9.933774834437086e-05,0.0,0.993898511973336,0.0059359251127565574,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,406,0.005051036903079579,0.0,0.9621485186618322,0.02227967381497924,0.003529411764705882,0.0,0.006991358855402486,K_Scratch,K_Scratch
0,1,0,719,0.01799703332189134,0.0,0.8879662304899975,0.08055916102064063,0.004320409982174689,0.0,0.009157165185295503,K_Scratch,K_Scratch
0,1,0,731,0.04178838452449199,0.0033841290139244107,0.7654272819812431,0.15690553701826937,0.01734550547251536,0.0,0.015149161989555494,K_Scratch,K_Scratch
0,1,0,569,9.933774834437086e-05,0.0,0.9764987519237306,0.022005691626485916,0.0,0.0,0.0013962187014388027,K_Scratch,K_Scratch
0,1,0,523,0.05342880193967305,0.012110179838178657,0.6591362550702925,0.2158075751382618,0.019848837193028875,0.0,0.03966835082056494,K_Scratch,K_Scratch
0,1,0,506,0.002298826239392964,0.0,0.9859174716211722,0.0100766101008066,0.0,0.0,0.0017070920386279293,K_Scratch,K_Scratch
0,1,0,639,9.933774834437086e-05,0.0,0.9929601812981633,0.006874255787929337,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,663,9.933774834437086e-05,0.0,0.9948726921533212,0.004961744932771422,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,462,0.004673494581803242,0.0,0.9597046746101004,0.022395767544614496,0.005770308123249299,0.0,0.0074557551402322075,K_Scratch,K_Scratch
0,1,0,702,0.0024896545788889056,0.0,0.9698366892852843,0.027001370364203258,0.0006060606060606061,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,625,9.933774834437086e-05,0.0,0.9958149735647203,0.0040194635213723654,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,722,0.017647416463653788,0.0,0.8815594843876444,0.08703774620345345,0.005153743315508021,0.0,0.008601609629739947,K_Scratch,K_Scratch
0,1,0,634,9.933774834437086e-05,0.0,0.9837886577752465,0.015457544016728402,0.0,0.0,0.000654460459680561,K_Scratch,K_Scratch
0,1,0,408,0.03255199437327148,0.00030303030303030303,0.7161107326190188,0.21304772463292057,0.023775999121651292,0.0,0.014210518950107267,K_Scratch,K_Scratch
0,1,0,443,0.0028870615335106114,0.0022222222222222222,0.9304018029752602,0.048246217515208245,0.007516339869281046,0.0,0.008726355884517163,K_Scratch,K_Scratch
0,1,0,683,0.0004219183935056612,0.0,0.9764954510341624,0.023016405406769146,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,493,9.933774834437086e-05,0.0,0.9982606155044799,0.0015738215816127777,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,501,0.0067740128884926564,0.0,0.9240926252470206,0.059860518083097725,0.0050904634581105165,0.0,0.0041823803232781745,K_Scratch,K_Scratch
0,1,0,671,0.0024364694770969923,0.0,0.9333234822530145,0.06225559427433134,0.000588235294117647,0.0,0.0013962187014388027,K_Scratch,K_Scratch
0,1,0,450,0.0006875730424620179,0.0,0.996495909622127,0.0027502921698480715,0.0,0.0,6.622516556291391e-05,K_Scratch,K_Scratch
0,1,0,495,0.0010721884270774025,0.0,0.993236800310386,0.0039839192239085625,0.0,0.0,0.0017070920386279293,K_Scratch,K_Scratch
0,1,0,519,0.0015983889817409553,0.0,0.955218140036366,0.038741286737046285,0.0022647058823529412,0.0,0.0021774783624938605,K_Scratch,K_Scratch
0,1,0,496,0.0015069710357730548,0.0,0.9905406097059978,0.006245327219601118,0.0,0.0,0.0017070920386279293,K_Scratch,K_Scratch
0,1,0,520,0.0004219183935056612,0.0,0.981956953627897,0.016378432224799032,0.000588235294117647,0.0,0.000654460459680561,K_Scratch,K_Scratch
0,1,0,109,0.3635744137110031,0.06555001182034413,0.015447655475632725,0.4072363569103538,0.11634142591005496,0.015494565641519027,0.016355570531092354,Pastry,Other_Faults
0,1,0,45,0.23525880057386317,0.03636824083658634,0.004904736459454456,0.31026301418467556,0.3661027226441741,0.0007573632538569425,0.04634512204738923,Pastry,Pastry
0,1,0,44,0.31993910957484883,0.0082247049379296,0.0009108159392789373,0.2955931694953953,0.28662311600086304,0.0013563512361466326,0.08735273281553738,Pastry,Bumps
0,1,0,15,0.04379014336050505,0.12474967709098554,0.029507908581029724,0.37479186038381385,0.38358171494218424,0.0008846153846153846,0.04269408025686633,Pastry,Pastry
0,1,0,139,0.12905324997436138,0.08428454657704437,0.009397306614953676,0.4125494666993743,0.34278073597034686,0.003098901098901099,0.018835793065018133,Pastry,Other_Faults
0,1,0,23,0.06911565482770374,0.017789978734924435,0.017060128906273918,0.4573517678586647,0.4217600052467388,0.0,0.016922464425694502,Pastry,Other_Faults
0,1,0,144,0.6439219468390239,0.008888655926561607,0.024482692246022283,0.26290116610348335,0.037347590306317686,0.017780092909355852,0.004677855669234979,Pastry,Bumps
0,1,0,41,0.15067280551731974,0.08946351434508865,0.009469889159561026,0.3205256522698809,0.3792602234849417,0.001499537037037037,0.04910837818617054,Pastry,Pastry
0,1,0,87,0.19382899478249904,0.05253664156299775,0.017611123130163452,0.25039156373332877,0.4756635990749794,0.0003125,0.009655577716031358,Pastry,Pastry
0,1,0,83,0.02087700726429379,0.04126808252877825,0.20016041036259277,0.4291666200262809,0.19474695949851178,0.0,0.11378092031954233,Pastry,Other_Faults
0,1,0,11,0.05372427768577583,0.07945711793582587,0.01641586679589787,0.6406730811852793,0.17465306940494116,0.00030303030303030303,0.03477355668924951,Pastry,Other_Faults
0,1,0,122,0.0702164461479415,0.014428374594984856,0.0029048174048174045,0.24953138456907797,0.6508030712400873,0.0008,0.011315906043090658,Pastry,Pastry
0,1,0,77,0.17114192383387458,0.012986775787416274,0.002663326869209222,0.2537465087722366,0.2267876516289972,0.0016772068511198945,0.3309966062571459,Pastry,Z_Scratch
0,1,0,35,0.20312939658660498,0.09059926897316632,0.02631608570928003,0.25860006110673717,0.4158140852473701,0.002417073667073667,0.0031240287097672494,Pastry,Pastry
0,1,0,13,0.0778566074090805,0.056645360009133235,0.013403206998986108,0.38703199877111943,0.4542815235279688,0.0003846153846153846,0.01039668789909662,Pastry,Pastry
0,1,0,112,0.04382952627782474,0.02762996343954935,0.013457422223297513,0.41715476397373147,0.47172125784420893,0.00043478260869565214,0.02577228363269234,Pastry,Pastry
0,1,0,321,0.050765185303981004,0.011593127298662789,0.0036746143057503505,0.1730758843727831,0.04100158647097373,0.0,0.7198896022478489,Z_Scratch,Z_Scratch
0,1,0,303,0.05652184503153701,0.0007179487179487179,0.003673104643914602,0.09088061589394332,0.03534441585936487,0.00030303030303030303,0.8125590395502611,Z_Scratch,Z_Scratch
0,1,0,217,0.03511933263896143,0.007518337642056433,0.12921751166295598,0.27808394376350515,0.05874067808806454,0.0,0.4913201962044566,Z_Scratch,Z_Scratch
0,1,0,337,0.11060577259462195,0.010175570429120125,0.16994443700205206,0.5767765209612805,0.009135395862038423,0.006681818218553567,0.11668048493233324,Z_Scratch,Other_Faults
0,1,0,228,0.1838229625021765,0.0020133560670645067,0.00843910581226018,0.1617716104190394,0.028870767952092834,0.0,0.6150821972473663,Z_Scratch,Z_Scratch
0,1,0,249,0.3635559892560923,0.007286599562275966,0.01184657941466389,0.28150118901237847,0.048940932473070145,0.0018207475209763538,0.2850479627605427,Z_Scratch,Bumps
0,1,0,184,0.06781481402374184,0.0036997855795809762,0.5505043581910535,0.22140891949352162,0.015019611352699589,0.0008125000000000001,0.14074001135940223,Z_Scratch,K_Scratch
0,1,0,274,0.1289167560902223,0.002820545402777631,0.004462872868445624,0.23945139534692403,0.02272944895622452,0.004004810413129598,0.5976141709222762,Z_Scratch,Z_Scratch
0,1,0,207,0.06962670354437989,0.020064266886679984,0.015125617170104988,0.1624839490542847,0.034257983728683945,0.0015995670995670997,0.6968419125162991,Z_Scratch,Z_Scratch
0,1,0,285,0.13468793240737498,0.00592913126136349,0.008175516609552362,0.24331627525482274,0.0467335095417219,0.003456085977536353,0.557701548947628,Z_Scratch,Z_Scratch
0,1,0,293,0.13618098076596513,0.0010818713450292396,0.002259712373913912,0.18981029537924976,0.03577306135629263,0.0003125,0.6345815787795491,Z_Scratch,Z_Scratch
0,1,0,255,0.22512638018853387,0.002179028640441684,0.001783891547049442,0.21609859216845562,0.021649338617509294,0.0004761904761904762,0.5326865783618193,Z_Scratch,Z_Scratch
0,1,0,251,0.19943088230038353,0.0025670454545454547,0.002723717437533227,0.28096692159788283,0.028683448109294435,0.005587985114300903,0.48003999998605956,Z_Scratch,Z_Scratch
0,1,0,331,0.10463509423337414,0.005333365990024568,0.20985862385762946,0.5402953193160094,0.009599839514397355,0.005945963378390353,0.12433179371017468,Z_Scratch,Other_Faults
0,1,0,329,0.2708175794165571,0.009874017164282276,0.00125,0.34574545096767884,0.13164013526999718,0.006067090047895001,0.23460572713358935,Z_Scratch,Other_Faults
0,1,0,245,0.0737860905060424,0.010122918968383821,0.010139285437495156,0.2735448873096976,0.008376417884428791,0.003983587346141364,0.620046812547811,Z_Scratch,Z_Scratch
0,1,0,254,0.06589876559483301,0.0009286412512218964,0.000748663101604278,0.21373299301664583,0.0025705585264408793,0.0017121212121212121,0.714408257297133,Z_Scratch,Z_Scratch
0,1,0,177,0.13473737888415857,0.0023985380116959064,0.008110290208587423,0.19324912242622283,0.021103697487289762,0.0016472763347763347,0.6387536966472693,Z_Scratch,Z_Scratch
0,1,0,275,0.11527759443830028,0.007787699198529078,0.04024565393278056,0.1846627614287064,0.047824441268006265,0.0016689382581436553,0.6025329114755338,Z_Scratch,Z_Scratch
0,1,0,761,0.030583867712618198,0.0019047619047619048,0.028946173869703284,0.10577927299309733,0.006186274509803922,0.8237679262092523,0.0028317228007630484,Stains,Stains
0,1,0,804,0.07330076759353032,0.023926248360413634,0.03182768800452632,0.24163780174755162,0.013064483343748896,0.6023298556970135,0.013913155253215409,Stains,Stains
0,1,0,782,0.005667950747746143,0.0,0.04148451661774241,0.05572355433290024,0.0010644257703081232,0.8931183760607148,0.002941176470588235,Stains,Stains
0,1,0,791,0.008128986512935484,0.0003448275862068965,0.0360044127910842,0.060402701627503656,0.0008448275862068965,0.8907270068194135,0.0035472370766488413,Stains,Stains
0,1,0,758,0.01034970601838397,0.0003448275862068965,0.052176625827189065,0.07235118085184788,0.0020782241706471245,0.8536861528132769,0.009013282732447819,Stains,Stains
0,1,0,790,0.00750927280288399,0.0,0.03259669796997383,0.04677456864832816,0.0009523809523809524,0.9115788443323157,0.000588235294117647,Stains,Stains
0,1,0,742,0.14807929510153334,0.028703012778777546,0.06165023641938355,0.5452704550587988,0.024688577410693652,0.16468619616348473,0.026922227067328212,Stains,Other_Faults
0,2,0,902,0.497340000354865,0.006401861281656679,0.0044411745291321955,0.3628934777727708,0.04261187588246864,0.002142081447963801,0.08416952873114275,Bumps,Bumps
0,2,0,1015,0.29554926240613666,0.02017818019407264,0.00045454545454545455,0.4972515519758635,0.15713591775795735,0.003076441102756892,0.026354101108667365,Bumps,Other_Faults
0,2,0,1037,0.2898769105119028,0.03816698384873693,0.005997001499250374,0.5513929973745122,0.06573555653564313,0.008074408708402397,0.04075614152155199,Bumps,Other_Faults
0,2,0,878,0.21261823387377088,0.07518697464254039,0.016339989798421335,0.3839627466670968,0.27981893828251037,0.0063969000611356856,0.02567621667452427,Bumps,Other_Faults
0,2,0,921,0.687283545392445,0.0003846153846153846,0.028996659745897272,0.22715808104583593,0.024020330196731256,0.0023210180623973726,0.02983575017207764,Bumps,Bumps
0,2,0,1199,0.28967510931463314,0.029313903369436133,0.0015700757575757575,0.5595895294852342,0.01981384039994648,0.009871324190944934,0.09016621748222903,Bumps,Other_Faults
0,2,0,1034,0.2345126727291346,0.010539102268821045,0.006856039385451151,0.3696293556425056,0.07208189872642276,0.08568946566214031,0.2206914655855244,Bumps,Other_Faults
0,2,0,1105,0.2139762508438528,0.0620873922858619,0.017545546258633513,0.5265758065792032,0.11180034440976955,0.016880199510396418,0.051134460112282246,Bumps,Other_Faults
0,2,0,1000,0.23257847081249947,0.04372102120555105,0.045782249053242276,0.409607900568034,0.06386682324857565,0.001400383141762452,0.20304315197033482,Bumps,Other_Faults
0,2,0,987,0.21394251195479455,0.01771075528056823,0.004897852805534027,0.333866464166468,0.3967803733974744,0.0,0.032802042395160574,Bumps,Pastry
0,2,0,890,0.7696295713267542,0.0009126984126984126,0.006004036919989285,0.18260394332723467,0.021027941016240316,0.001746031746031746,0.018075777251050765,Bumps,Bumps
0,2,0,1069,0.44344300968619454,0.0018829742020485358,0.012407061659789363,0.3919851501289506,0.02334764328340057,0.016755088667457105,0.11017907237215922,Bumps,Bumps
0,2,0,990,0.2671679183528049,0.053715509596511384,0.002560879190385832,0.33760200013495634,0.2864847901393993,0.008238659006743716,0.04423024357919829,Bumps,Other_Faults
0,2,0,1226,0.750401010387869,0.018436514009103958,0.00041666666666666664,0.19734900514833473,0.011944624091730955,0.0005555555555555556,0.020896624140739117,Bumps,Bumps
0,2,0,1060,0.500688991750879,0.00508425666405206,0.004478027268254973,0.4389161557036102,0.033019107192389104,0.004360364614073053,0.01345309680674138,Bumps,Bumps
0,2,0,1039,0.4401388069667495,0.0013157485216308746,0.005867446393762183,0.3895318674173173,0.14744238439040352,0.005817908368952011,0.009885837941184474,Bumps,Bumps
0,2,0,876,0.17290138631777188,0.03863302691072673,0.006539054984768661,0.4059120336914592,0.3276462827060908,0.0014745073828265679,0.046893708006356255,Bumps,Other_Faults
0,2,0,1003,0.38219436212361024,0.006309617682198327,0.0026608187134502925,0.4905670720329656,0.0878126851229191,0.00860234893552993,0.02185309538932639,Bumps,Other_Faults
0,2,0,1053,0.46746302866310885,0.005126680906476302,0.0016666666666666666,0.4622347199921045,0.02868560649006142,0.009834569702851273,0.02498872757873105,Bumps,Bumps
0,2,0,1143,0.5625112170799077,0.007370900511807446,0.01219786401718317,0.27312159583742907,0.04236775371837214,0.0,0.1024306688353005,Bumps,Bumps
0,2,0,898,0.6851026475761881,0.0004761904761904762,0.00537037037037037,0.22259817514662575,0.06625232352181089,0.006723302435725036,0.013476990473088651,Bumps,Bumps
0,2,0,1152,0.055110338533272636,0.0027314814814814814,0.5876961911123891,0.23968206066173625,0.016010394715637682,0.0,0.09876953349548229,Bumps,K_Scratch
0,2,0,961,0.5519505828671641,0.006279307460112413,0.0045547396920394626,0.2959027366171596,0.040086127218126925,0.0,0.10122650614539755,Bumps,Bumps
0,2,0,1170,0.7295136966908032,0.0009109730848861283,0.013399891713395366,0.23432902958261653,0.013094655884508541,0.0007614942528735633,0.007990258790916685,Bumps,Bumps
0,2,0,1009,0.5828858034286736,0.0020653594771241827,0.004827477293011228,0.3435761010682753,0.04542026765011797,0.0012735042735042734,0.019951486809293453,Bumps,Bumps
0,2,0,953,0.22182883109540527,0.030112819757406196,0.018791694658294427,0.4259120756047591,0.20190440369177703,0.0003125,0.10113767519235775,Bumps,Other_Faults
0,2,0,1189,0.4357968879367473,0.013404451430845983,0.017830148916370688,0.39352810334761834,0.06496492740714122,0.044512198720404524,0.02996328224087175,Bumps,Bumps
0,2,0,1055,0.634516635184394,0.019114642408813366,0.004175430591732503,0.2829197595644299,0.022563552366995303,0.00504635856091562,0.031663621322719035,Bumps,Bumps
0,2,0,1204,0.6148269272765776,0.006030896054073804,0.007600649572098541,0.3191716532299685,0.022906561417258123,0.0015087768615692154,0.02795453558845399,Bumps,Bumps
0,2,0,1206,0.619762975399516,0.0030818544763778033,0.0032519002133132567,0.30979921732563837,0.00794810229554475,0.0047955282227307395,0.05136042206687932,Bumps,Bumps
0,2,0,1207,0.6143126488256597,0.00998140884357923,0.001615728715728716,0.30877818962378234,0.009680182129819833,0.003357934098065677,0.05227390776336488,Bumps,Bumps
0,2,0,964,0.5748216221881833,0.0029446248196248193,0.019217636757263904,0.3509586362205313,0.029104481482978093,0.003625261663805307,0.019327736867613306,Bumps,Bumps
0,2,0,1090,0.45903339386919406,0.0062270432212650426,0.032999414830793515,0.3830716016404461,0.0458900982743403,0.051702849968674934,0.02107559819528571,Bumps,Bumps
0,2,0,996,0.16017138295594233,0.06317338922751904,0.021051160885484883,0.6448226990358793,0.028997945887289423,0.010186699999111967,0.0715967220087728,Bumps,Other_Faults
0,2,0,886,0.19540976841594268,0.013177824960143887,0.04217828693965942,0.6596606021020327,0.022694164535453906,0.03493656291317042,0.03194279013359673,Bumps,Other_Faults
0,2,0,1148,0.4595777992855649,0.0127776386226537,0.03641025435207021,0.33862625666131324,0.03673292687368699,0.0003125,0.1155626242047112,Bumps,Bumps
0,2,0,1130,0.40370862219931625,0.02007040430300064,0.035059766993422094,0.4313315915450913,0.03402384688118579,0.03569836843238148,0.040107399645602324,Bumps,Other_Faults
0,2,0,1045,0.47281760457630595,0.004887446537754887,0.00955382649631742,0.4310108291213507,0.0282814051973688,0.008227910034713199,0.04522097803618896,Bumps,Bumps
0,2,0,1231,0.4424145247614394,0.04243469671763686,0.006434881976261287,0.4501572469402935,0.03020836533919453,0.006370114300567592,0.021980169964606833,Bumps,Other_Faults
0,2,0,1242,0.4212878839359066,0.012618092011785645,0.03063102508753937,0.49483894926156213,0.02366177825396625,0.0063185022278523075,0.01064376922138763,Bumps,Other_Faults
0,2,0,1466,0.33514032784758,0.007786217939010291,0.07624121235737263,0.417417418743617,0.1264464130612089,0.014903796726876133,0.022064613324335,Other_Faults,Other_Faults
0,2,0,1470,0.35788630508971453,0.015492664070120829,0.049920407847422084,0.431367864064429,0.11167362507911188,0.025276788465540462,0.008382345383661173,Other_Faults,Other_Faults
0,2,0,1786,0.21131939169354383,0.003993936768893456,0.03326439399206569,0.6919894607732605,0.005315205867293154,0.02135975364213405,0.03275785726280935,Other_Faults,Other_Faults
0,2,0,1590,0.10428260322234094,0.027462807388971743,0.00424333855799373,0.43930937584477797,0.3988253366627968,0.0003846153846153846,0.025491922938503327,Other_Faults,Other_Faults
0,2,0,1756,0.1366052923719324,0.020707652115331918,0.007067413454902822,0.2083097184393024,0.1733376301188756,0.003,0.4509722934996549,Other_Faults,Z_Scratch
0,2,0,1438,0.6179030774419685,0.0012229637869237424,0.004183211424590735,0.3208615623302867,0.042326008899291674,0.0004,0.013103176116938745,Other_Faults,Bumps
0,2,0,1319,0.21152201494035455,0.05787887562424452,0.034577754316553085,0.45629807717616616,0.20581161941190615,0.008529026098472026,0.025382632432303664,Other_Faults,Other_Faults
0,2,0,1809,0.5173461097524941,0.006099637579899446,0.017106936682506547,0.3266708079193601,0.10113567177477396,0.0006781609195402299,0.03096267537142572,Other_Faults,Bumps
0,2,0,1726,0.1731648051429647,0.020689683449394574,0.03273928499560913,0.5056530019623114,0.22230251469431067,0.004001685262285612,0.041449024493123626,Other_Faults,Other_Faults
0,2,0,1425,0.4528468704189965,0.004472599761723901,0.007545077972709551,0.40917747267185534,0.07952087908012202,0.01179952819391549,0.034637571900677094,Other_Faults,Bumps
0,2,0,1781,0.13674674071004517,0.010551403145723632,0.029888725528406348,0.7718658064841313,0.012407816329254669,0.0074485050496635,0.03109100275277529,Other_Faults,Other_Faults
0,2,0,1357,0.15050381526546996,0.015775980546151137,0.0510685547771248,0.6726426197336539,0.015461175987964221,0.021781084578793273,0.07276676911084226,Other_Faults,Other_Faults
0,2,0,1356,0.09145094306987538,0.008804565457153296,0.1327856417630816,0.6875588753470295,0.024197715502364305,0.004378525641025641,0.05082373321947019,Other_Faults,Other_Faults
0,2,0,1304,0.0498206843720242,0.04705223959574054,0.024002720609908115,0.6359768457648376,0.2030965313180603,0.0009,0.03915097833942911,Other_Faults,Other_Faults
0,2,0,1624,0.18384138097628341,0.021707597221637186,0.011088052078192072,0.36181573261774014,0.08504357932545833,0.0005555555555555556,0.3359481022251333,Other_Faults,Other_Faults
0,2,0,1914,0.15632708421192212,0.009665752170086535,0.05367879773654531,0.7014932752038163,0.004053647953876786,0.05050984325718624,0.024271599466566582,Other_Faults,Other_Faults
0,2,0,1353,0.34242944440080614,0.014495243740121917,0.0694717700017536,0.3874943591030724,0.04313527977927173,0.1263521972581639,0.016621705716810237,Other_Faults,Other_Faults
0,2,0,1833,0.13707192233226576,0.01520054657789326,0.22871547902903558,0.5341647523993254,0.021079777294768145,0.04282052372364227,0.020946998643069398,Other_Faults,Other_Faults
0,2,0,1599,0.24331225241391452,0.023344428117286955,0.02814115773884586,0.5414769914393199,0.08131691233298129,0.013761685054169293,0.06864657290348206,Other_Faults,Other_Faults
0,2,0,1496,0.22680581722791437,0.013744146039866878,0.02287997721129666,0.5558382363077038,0.1597501830037636,0.007191271905561433,0.013790368303893295,Other_Faults,Other_Faults
0,2,0,1275,0.1106550249664212,0.005018786825074858,0.029310276930858428,0.2690367067130923,0.03774144565022122,0.5459069369303658,0.002330821983966,Other_Faults,Stains
0,2,0,1852,0.1450500520341853,0.008903035937467987,0.08974188593881376,0.7043960613535049,0.008602532244625583,0.021038917816948385,0.02226751467445391,Other_Faults,Other_Faults
0,2,0,1638,0.4175479997057593,0.010598002004854463,0.015300236777535418,0.4564537192057495,0.05765261908855556,0.024561091418515025,0.017886331799030642,Other_Faults,Other_Faults
0,2,0,1778,0.1657885003612574,0.01254644953841532,0.04291730895471761,0.7202092134654253,0.013680739670463031,0.011231632795493376,0.033626155214227474,Other_Faults,Other_Faults
0,2,0,1845,0.0985419192148544,0.015306026507529847,0.1282880556897086,0.6825094726078363,0.02036494678050276,0.01683916376638833,0.038150415433179416,Other_Faults,Other_Faults
0,2,0,1497,0.09250633270824701,0.011023840356126602,0.007789208869823804,0.5154665285552816,0.3449836482378456,0.0,0.02823044127267539,Other_Faults,Other_Faults
0,2,0,1551,0.3422106496243796,0.026995001904180485,0.06360448862798111,0.42824474411925373,0.05630765561146454,0.05766836277661528,0.02496909733612518,Other_Faults,Other_Faults
0,2,0,1586,0.3025446117734721,0.011698694984826452,0.0203930142943385,0.48033804650076656,0.02167564756113313,0.0055609948359174365,0.15778899004954575,Other_Faults,Other_Faults
0,2,0,1895,0.24721794435740896,0.03625232006638677,0.0026603935568872456,0.6325042115223032,0.02851165421467469,0.010377952150684232,0.04247552413165481,Other_Faults,Other_Faults
0,2,0,1773,0.09727844306285592,0.0027044626371239273,0.017256882536221613,0.8408303660946591,0.00468127919250081,0.006187824548948836,0.031060741927689494,Other_Faults,Other_Faults
0,2,0,1346,0.3616076268994471,0.004180644859055654,0.07825886961937863,0.38482189879621176,0.15733557524714117,0.005127659449627413,0.008667725129138172,Other_Faults,Other_Faults
0,2,0,1733,0.12136100908640463,0.0034118069031862136,0.08510992086383201,0.7003347199998176,0.022562188020718424,0.004355952512063698,0.06286440261397698,Other_Faults,Other_Faults
0,2,0,1343,0.3754255071767276,0.01622824008067014,0.01532327366101855,0.44393578637964326,0.10752262074864333,0.01431159255490821,0.027252979398388808,Other_Faults,Other_Faults
0,2,0,1707,0.03957558192874659,0.017830766233151576,0.06535617558519631,0.7259343698947878,0.08461363233407682,0.0006781609195402299,0.06601131310450051,Other_Faults,Other_Faults
0,2,0,1331,0.2856257550525562,0.027642541891168743,0.047998649699144774,0.5169938825563026,0.0850660741495774,0.012519403755008747,0.024153692896241363,Other_Faults,Other_Faults
0,2,0,1421,0.5488387790576491,0.015398494936487402,0.05897845805891347,0.31752884794523445,0.00840150993750999,0.0036970864384657494,0.04715682362573968,Other_Faults,Bumps
0,2,0,1741,0.1523664285263581,0.005693048128342247,0.060963611003880744,0.719390704941493,0.020125148897943014,0.0026342710997442455,0.03882678740223837,Other_Faults,Other_Faults
0,2,0,1627,0.6834625329336187,0.011165386964759706,0.002139417989417989,0.2437830170947787,0.012250212659825501,0.0005263157894736842,0.046673116568125984,Other_Faults,Bumps
0,2,0,1701,0.0956974213414502,0.0031461444347854082,0.03349469262037122,0.7815925990253634,0.04335955500846947,0.0013330628803245436,0.041376524689235535,Other_Faults,Other_Faults
0,2,0,1890,0.33984036575335047,0.013112653046696893,0.002859617682198327,0.5625955572240932,0.01704124403953626,0.005921085356823896,0.058629476897300935,Other_Faults,Other_Faults
0,2,0,1699,0.060211434638525935,0.03883755155154607,0.018694523947902775,0.6171670418150796,0.22209355757035676,0.0,0.04299589047658856,Other_Faults,Other_Faults
0,2,0,1545,0.4801672022198941,0.029914838142859324,0.08471709769145251,0.3176059029730963,0.0435338634571685,0.03320865350430906,0.010852442011220112,Other_Faults,Bumps
0,2,0,1317,0.22714270351780605,0.022241691095154045,0.06403769831299394,0.6081043436783498,0.05361659378250026,0.006102503889980508,0.018754465723215173,Other_Faults,Other_Faults
0,2,0,1454,0.4753630524323726,0.014151348460907287,0.02579630666434452,0.366468297449265,0.1091845116828687,0.006851076611676963,0.0021854066985645933,Other_Faults,Bumps
0,2,0,1811,0.165090832581027,0.03386228031625465,0.0013176782649399281,0.5259376606962373,0.21679602095803097,0.0020191144561853944,0.054976412727324585,Other_Faults,Other_Faults
0,2,0,1313,0.05618853040748759,0.07201203767031533,0.013825813703304215,0.5118132990920428,0.25995059692901995,0.000967741935483871,0.08524198026234626,Other_Faults,Other_Faults
0,2,0,1315,0.07639429029943937,0.06879572897389964,0.013936104402206445,0.5079397834994894,0.23778308803122136,0.001444640927399548,0.09370636386634404,Other_Faults,Other_Faults
0,2,0,1782,0.12247679919599275,0.007851069518716577,0.23014344942765153,0.566267380074335,0.01644461226687197,0.005704785274869166,0.05111190424156293,Other_Faults,Other_Faults
0,2,0,1652,0.4190241225085426,0.006970971436444583,0.07284315570061874,0.3436237647897969,0.1316403927383088,0.007389049780088131,0.01850854304620046,Other_Faults,Bumps
0,2,0,1846,0.09851188393475771,0.026807275989406874,0.11134580482616548,0.6702254281943545,0.03705749922469925,0.015216243780271794,0.040835864050344346,Other_Faults,Other_Faults
0,2,0,1272,0.06021490553527768,0.09271136636309864,0.05647990041794602,0.4729483574268599,0.21723754728259034,0.0003225806451612903,0.100085342329066,Other_Faults,Other_Faults
0,2,0,1362,0.10311733969365287,0.008753208700014059,0.07254350345233485,0.7807475128612562,0.015601152487875853,0.003320798346764591,0.015916484458101347,Other_Faults,Other_Faults
0,2,0,1582,0.07144851548472465,0.024387293999458083,0.004765112882759942,0.6161636774840301,0.12488038352368096,0.0,0.1583550166253462,Other_Faults,Other_Faults
0,2,0,1372,0.227228913533418,0.009031931688496595,0.0023855490914314443,0.50303017310076,0.00790486234488342,0.007095627919239458,0.24332294232177085,Other_Faults,Other_Faults
0,2,0,1329,0.11593150808777787,0.019433893842212988,0.02780285960026672,0.7303533350999964,0.06640130745315993,0.0024643493761140824,0.037612746540471656,Other_Faults,Other_Faults
0,2,0,1934,0.1161221688339056,0.007772523886087459,0.10897137364571614,0.6645622301255666,0.007871454914254101,0.003414478942941941,0.09128576965152792,Other_Faults,Other_Faults
0,2,0,1410,0.4651540634451431,0.004640959609650312,0.004474074074074074,0.3633999376462983,0.07037077238987587,0.06862819105210409,0.023332001782854158,Other_Faults,Bumps
0,2,0,1442,0.5505618096893032,0.008588515406162466,0.0022359718741297684,0.3889564410249634,0.03650491177527379,0.00328180400834863,0.0098705462218187,Other_Faults,Bumps
0,2,0,1534,0.3904354237844421,0.0031101827094474153,0.008406461929210613,0.448595974974109,0.1205608268421303,0.0,0.028891129760660567,Other_Faults,Other_Faults
0,2,0,1573,0.09251852573985139,0.058569007612204536,0.0462359436654921,0.49030719424358105,0.19669133326886687,0.0,0.1156779954700041,Other_Faults,Other_Faults
0,2,0,1402,0.40092608367895266,0.011307432733657951,0.04137103216802622,0.4474604456683125,0.05825660628779723,0.01380397260785192,0.026874426855401326,Other_Faults,Other_Faults
0,2,0,1349,0.4197528155307135,0.0033541767725766025,0.014745166066569608,0.43551238597487263,0.08445495994202647,0.0007037037037037036,0.04147679200953746,Other_Faults,Other_Faults
0,2,0,1509,0.2328364338071088,0.05595233701602327,0.018083719605878033,0.5825368698933917,0.05881922911265849,0.021701564072974345,0.030069846491964917,Other_Faults,Other_Faults
0,2,0,1763,0.163935368682748,0.016255435654784604,0.1886653552992196,0.5021710394830766,0.028323357921224302,0.0058893105629348515,0.09476013239601176,Other_Faults,Other_Faults
0,2,0,1732,0.23778525932863373,0.00266805990943922,0.08505230579331453,0.5090608487188695,0.11220488998378673,0.01137829669694658,0.04185033956900961,Other_Faults,Other_Faults
0,2,0,1644,0.3251207394548784,0.10197627950135747,0.03608761299829237,0.3465283525894262,0.10698764951601128,0.05634514243832852,0.026954223501705527,Other_Faults,Other_Faults
0,2,0,1377,0.06945884379621854,0.009507714170463803,0.3149337576718112,0.5397417278950788,0.0252358841105253,0.00035714285714285714,0.040764929498759546,Other_Faults,Other_Faults
0,2,0,1691,0.0971912952843972,0.018285518636606532,0.05376056515939239,0.6873707449184268,0.037961361704828465,0.030012925604204863,0.07541758869214339,Other_Faults,Other_Faults
0,2,0,833,0.11171263943033105,0.10310639648713979,0.008154645129913487,0.7376970165957972,0.02222262103424454,0.007266348263851509,0.009840333058722256,Dirtiness,Other_Faults
0,2,0,815,0.09320143293908444,0.2090889294021898,0.003721388690428938,0.3451223086106045,0.3021305207020934,0.0005555555555555556,0.04617986410004314,Dirtiness,Other_Faults
0,2,0,819,0.14715776525130367,0.37911916722852007,0.00957825742842634,0.32995543083463763,0.09851626317441375,0.009545574205834044,0.02612754187686428,Dirtiness,Dirtiness
0,2,0,849,0.03362985697601725,0.6736326650127592,0.012512225679655478,0.1356614880845367,0.11593114363357461,0.0015703781512605042,0.027062242462196226,Dirtiness,Dirtiness
0,2,0,832,0.22377927984562931,0.11602595838971437,0.003095252034424214,0.579927402846832,0.02765248786488927,0.01055434103957312,0.038965277978937486,Dirtiness,Other_Faults
0,2,0,409,0.0014347961406784937,0.0,0.9668821274808813,0.020834394066181875,0.000588235294117647,0.0,0.010260447018140278,K_Scratch,K_Scratch
0,2,0,379,0.03943489768271431,0.0021750423489553927,0.8034818857210617,0.13695610005905678,0.012326818245660294,0.0029956592320722754,0.0026295967104790637,K_Scratch,K_Scratch
0,2,0,402,0.0009586056644880174,0.0,0.9858106989094527,0.010169127959739297,0.0,0.0,0.0030615674663195497,K_Scratch,K_Scratch
0,2,0,544,0.004101730570770819,0.0010526315789473684,0.9396592057180291,0.0498345556805309,0.0,0.0,0.005351876451721653,K_Scratch,K_Scratch
0,2,0,499,0.000588235294117647,0.0,0.9903194483535042,0.006151139881790038,0.000588235294117647,0.0,0.002352941176470588,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
0,2,0,534,0.0999355850849195,0.005578452924369439,0.1710913816199352,0.6158710557905674,0.010116325820108988,0.002942857142857142,0.09446434161724207,K_Scratch,Other_Faults
0,2,0,392,0.004642503466032878,0.0,0.9501245535685758,0.03951152895175662,0.000588235294117647,0.0,0.00513317871951648,K_Scratch,K_Scratch
0,2,0,525,0.0003333333333333333,0.0,0.976039178905993,0.01573924855668687,0.0011145510835913312,0.0,0.006773688120395282,K_Scratch,K_Scratch
0,2,0,684,0.08986185440506528,0.018456251310009907,0.26998120739215,0.4751716042614629,0.021927863586723276,0.012823280237637071,0.11177793880695154,K_Scratch,Other_Faults
0,2,0,400,0.008139235492176669,0.0,0.9214392845891892,0.06334259984165103,0.0,0.0,0.0070788800769825445,K_Scratch,K_Scratch
0,2,0,468,0.0005555555555555556,0.0,0.992450980392157,0.0029411764705882353,0.000588235294117647,0.0,0.0034640522875816994,K_Scratch,K_Scratch
0,2,0,629,0.000588235294117647,0.0,0.98611241087344,0.012844808377896614,0.0,0.0,0.00045454545454545455,K_Scratch,K_Scratch
0,2,0,554,0.0005555555555555556,0.0005555555555555556,0.97716663844536,0.012741979690080039,0.0005555555555555556,0.0,0.008424715197892946,K_Scratch,K_Scratch
0,2,0,733,0.04748661884309075,0.005158080488630773,0.5867646879864181,0.2883224585779921,0.03452160072062651,0.0006666666666666666,0.03707988671657461,K_Scratch,K_Scratch
0,2,0,354,0.064798850442714,0.0014444444444444444,0.6384395629866854,0.2691816115846427,0.01977775876348322,0.004063157867037177,0.002294613910993221,K_Scratch,K_Scratch
0,2,0,509,0.000588235294117647,0.0,0.9782436443734257,0.016524157484159484,0.002291021671826625,0.0,0.002352941176470588,K_Scratch,K_Scratch
0,2,0,653,0.0,0.0,0.9976929347826088,0.0023070652173913042,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,579,0.001176470588235294,0.0,0.9876670251832788,0.01035347392545535,0.0,0.0,0.000803030303030303,K_Scratch,K_Scratch
0,2,0,364,0.038393590684820525,0.0015333333333333332,0.759645428369635,0.1648292209349775,0.024795977474932847,0.0025865683229813665,0.008215880879319013,K_Scratch,K_Scratch
0,2,0,563,0.008445477180771299,0.0032142857142857147,0.9465188141729192,0.03369266476208863,0.0036764705882352945,0.0,0.004452287581699346,K_Scratch,K_Scratch
0,2,0,673,0.0020980392156862747,0.0,0.9846283740769032,0.013273586707410238,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,405,0.0038997821350762528,0.0,0.9400994153081433,0.04186309895038546,0.0029411764705882353,0.0,0.011196527135806076,K_Scratch,K_Scratch
0,2,0,466,0.0,0.0,0.9988235294117647,0.001176470588235294,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,578,0.006827094474153298,0.0005263157894736842,0.9443638556983015,0.036881326776602046,0.005707289614410358,0.0,0.005694117647058824,K_Scratch,K_Scratch
0,2,0,588,0.0005555555555555556,0.0,0.9701753102854527,0.027493881633738945,0.0,0.0,0.001775252525252525,K_Scratch,K_Scratch
0,2,0,528,0.0056509074424675445,0.0032142857142857147,0.9392644371024054,0.04050640373290629,0.0030882352941176473,0.0,0.008275730713817184,K_Scratch,K_Scratch
0,2,0,573,0.00411764705882353,0.0,0.959190637560781,0.034757669034584035,0.000588235294117647,0.0,0.0013458110516934047,K_Scratch,K_Scratch
0,2,0,449,0.0893257673500017,0.005379235129128372,0.3400172426909902,0.4078515013605042,0.040326503917608364,0.004025641025641026,0.11307410852612618,K_Scratch,Other_Faults
0,2,0,456,0.0009259259259259259,0.0,0.9953205028310218,0.0007573632538569425,0.0,0.0,0.0029962079891953665,K_Scratch,K_Scratch
0,2,0,350,0.06906276047564983,0.0037245989304812836,0.39869056394712077,0.44572542193977166,0.03213613111905116,0.0084375,0.04222302358792543,K_Scratch,Other_Faults
0,2,0,445,0.00037037037037037035,0.0,0.9929577577329824,0.002433833842092237,0.0,0.0,0.004238038054554844,K_Scratch,K_Scratch
0,2,0,561,0.004673202614379085,0.0005555555555555556,0.9635556135585542,0.024713323713323715,0.0005555555555555556,0.0,0.0059467490026313555,K_Scratch,K_Scratch
0,2,0,517,0.0,0.0,0.9739568813802076,0.024245260730554843,0.0,0.0,0.0017978578892371994,K_Scratch,K_Scratch
0,2,0,510,0.000588235294117647,0.0,0.9773270841534597,0.016609567430250542,0.001176470588235294,0.0,0.004298642533936651,K_Scratch,K_Scratch
0,2,0,558,0.0026324092855533015,0.0005555555555555556,0.9700476217847611,0.017144625275281405,0.0005555555555555556,0.0,0.009064232543292645,K_Scratch,K_Scratch
0,2,0,644,0.04558855759556289,0.013436870250492543,0.724213807487333,0.16021934597760906,0.004675647881530235,0.003094098883572568,0.04877167192389915,K_Scratch,K_Scratch
0,2,0,464,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,590,0.0633493989153226,0.011704819535469693,0.6451841403514963,0.20297580106199198,0.0065089812148635675,0.007288571078044762,0.06298828784281058,K_Scratch,K_Scratch
0,2,0,46,0.5689846817728987,0.018387046908330446,0.0016573275862068965,0.29351140825035466,0.09414933149570132,0.002781746031746032,0.020528457954761596,Pastry,Bumps
0,2,0,16,0.03664692336068374,0.01782460087087897,0.15133248744178995,0.5451130778860555,0.14700713010074629,0.0,0.10207578033984564,Pastry,Other_Faults
0,2,0,67,0.20060939217844115,0.009177462638684259,0.004836911851529702,0.4290127333337177,0.19432548239467595,0.003,0.15903801760295116,Pastry,Other_Faults
0,2,0,151,0.15485258522701587,0.0073231630770330455,0.008997961358001927,0.1866631488038336,0.15183761663145037,0.0011111111111111111,0.48921441379155406,Pastry,Z_Scratch
0,2,0,71,0.20379249790731205,0.01389562712622545,0.003400815543768835,0.3004326866644435,0.4533845036177433,0.0,0.025093869140506934,Pastry,Pastry
0,2,0,39,0.2012282206822047,0.016509039236765607,0.029123085232999054,0.4513417204867368,0.28198501803779485,0.0003448275862068965,0.019468088737292527,Pastry,Other_Faults
0,2,0,85,0.2715091173597599,0.022785326157616,0.03209414368835728,0.552371270563737,0.08420934640938794,0.013616384373675234,0.023414411447466688,Pastry,Other_Faults
0,2,0,99,0.2683106067782658,0.0655646032311566,0.010826338492898597,0.35472808838176484,0.28147332154665483,0.008250494071146246,0.010846547498112964,Pastry,Other_Faults
0,2,0,29,0.11550798068398939,0.010714463269767738,0.04102767322926496,0.26193506247005566,0.5318230704041146,0.00045454545454545455,0.0385372044882622,Pastry,Pastry
0,2,0,86,0.15605810867980052,0.0549372866419799,0.01591484177043192,0.5224355230163833,0.20138110623717104,0.007955250744297397,0.04131788290993575,Pastry,Other_Faults
0,2,0,106,0.036409306868705846,0.13344205056216235,0.04472371731116534,0.25090098945659356,0.4874895396747869,0.0,0.047034396126586026,Pastry,Pastry
0,2,0,58,0.3572699647474795,0.006955474593632487,0.0014646464646464645,0.45392480001925867,0.1657923892808087,0.0017215909090909094,0.01287113398508331,Pastry,Other_Faults
0,2,0,17,0.09012433718284138,0.04068079017588878,0.049509961474221764,0.4664626078109476,0.2575508460198333,0.0017126436781609194,0.0939588136581058,Pastry,Other_Faults
0,2,0,54,0.3076971931408472,0.10645623818652941,0.0,0.277177032372642,0.2786330109335039,0.0009453781512605042,0.029091147215216634,Pastry,Bumps
0,2,0,50,0.5742035829465505,0.005896990712218415,0.004431216931216931,0.2971229552721539,0.09540902643591039,0.0049141208192678785,0.018022106882681844,Pastry,Bumps
0,2,0,142,0.1338716784695163,0.03712643772855958,0.02147796504625171,0.3530303039057675,0.355358679859416,0.0017381123058542414,0.09739682268463451,Pastry,Pastry
0,2,0,311,0.07012257099054703,0.008475620591948495,0.002273233820495484,0.19914372016731405,0.13206531928694748,0.0,0.5879195351427474,Z_Scratch,Z_Scratch
0,2,0,326,0.116210668900084,0.002577639751552795,0.003443952776614067,0.14338290862830386,0.027042479454856626,0.0,0.7073423504885886,Z_Scratch,Z_Scratch
0,2,0,270,0.04549658931565872,0.0023236714975845407,0.0006363636363636363,0.15463379264075133,0.012063951545530492,0.0007692307692307692,0.7840764005948797,Z_Scratch,Z_Scratch
0,2,0,335,0.10442814846451111,0.002155637254901961,0.12303245478005234,0.6047147392128991,0.007541454272709625,0.009639431300662842,0.14848813471426292,Z_Scratch,Other_Faults
0,2,0,201,0.02883485829243155,0.0160607181883558,0.0026141224367030817,0.3065455777410405,0.08736587106894071,0.0,0.5585788522725281,Z_Scratch,Z_Scratch
0,2,0,195,0.030751552105587554,0.01403707173037816,0.009606891949556487,0.18007609330642235,0.03175945245966355,0.0,0.7337689384483919,Z_Scratch,Z_Scratch
0,2,0,188,0.23707071199911106,0.0031733173447944245,0.014385604383493377,0.37692552971749793,0.028384110917066555,0.023202818335420736,0.3168579073026158,Z_Scratch,Other_Faults
0,2,0,241,0.06034714674976022,0.0003125,0.0016437908496732027,0.08426550588687942,0.011383918259459298,0.0014215686274509803,0.8406255696267767,Z_Scratch,Z_Scratch
0,2,0,323,0.05126878029708692,0.017142653850824217,0.04649105715672653,0.27789812260771624,0.03997582569200736,0.0003125,0.5669110603956383,Z_Scratch,Z_Scratch
0,2,0,318,0.0951912294673006,0.007073608728348062,0.005721997247968133,0.15239666873007554,0.03149149168534776,0.0,0.7081250041409599,Z_Scratch,Z_Scratch
0,2,0,300,0.04955033822510464,0.0003125,0.0006451612903225806,0.10644822856121045,0.02834515784793165,0.002105263157894737,0.8125933509175352,Z_Scratch,Z_Scratch
0,2,0,346,0.05106030061855374,0.024358470274603427,0.10308167654922602,0.5525047477660617,0.15055951614911,0.0003225806451612903,0.11811270799728386,Z_Scratch,Other_Faults
0,2,0,289,0.04738946343126002,0.003422961575934722,0.0017443064182194614,0.09010046508422312,0.0034179652028622277,0.0007692307692307692,0.8531556075182695,Z_Scratch,Z_Scratch
0,2,0,212,0.04752454990118443,0.00626002716519556,0.005135926773455377,0.11428290649765006,0.014834453709482314,0.0007692307692307692,0.8111929051838013,Z_Scratch,Z_Scratch
0,2,0,203,0.029870036999464982,0.014956425859500726,0.016558713330789634,0.191183508143748,0.04255706531393497,0.0003125,0.7045617503525616,Z_Scratch,Z_Scratch
0,2,0,345,0.16938308107255967,0.06474921536637546,0.013031085035272694,0.505756514741935,0.10947528428155157,0.022035690745806216,0.11556912875649926,Z_Scratch,Other_Faults
0,2,0,297,0.13370952331439986,0.0016674285963079066,0.0032980628549888515,0.13243243810441307,0.06014089089735485,0.000588235294117647,0.6681634209384177,Z_Scratch,Z_Scratch
0,2,0,193,0.2630915293211701,0.003180903508021358,0.00407678774408314,0.2723724929540637,0.026803784022796814,0.006335457516339869,0.42413904493352506,Z_Scratch,Z_Scratch
0,2,0,189,0.03361118995681865,0.015984230032276434,0.0037554112554112552,0.24428201094502636,0.052798501059319235,0.0003125,0.6492561567511479,Z_Scratch,Z_Scratch
0,2,0,767,0.021505503541529584,0.0,0.04176896106291717,0.07256976303797638,0.001904901960784314,0.8604410441935838,0.001809826203208556,Stains,Stains
0,2,0,773,0.022395397791444904,0.0011111111111111111,0.01219196307791509,0.06043911934748762,0.007420898357262606,0.8964415103147785,0.0,Stains,Stains
0,2,0,775,0.024047489352386923,0.000588235294117647,0.01646820998507632,0.08490943576076158,0.006122682709447416,0.8651985057217391,0.0026654411764705883,Stains,Stains
0,2,0,787,0.026697196954726103,0.000588235294117647,0.028839740767488443,0.07289544343849091,0.006622682709447416,0.8616912596592587,0.0026654411764705883,Stains,Stains
0,2,0,762,0.04795653934491329,0.0,0.03645769849458191,0.09903152121894136,0.011827845991298309,0.8047263949502647,0.0,Stains,Stains
0,2,0,777,0.0182302359358688,0.0,0.026802496292737246,0.06499432235940851,0.0030737967914438503,0.8839087668617769,0.0029903817587641113,Stains,Stains
0,2,0,808,0.024780504823328088,0.0035266722957125437,0.011471278463538525,0.10573674673505642,0.008111875091899323,0.8413716466733991,0.005001275917065391,Stains,Stains
0,3,0,913,0.7440249174986117,0.010773526176241131,0.0009610983981693363,0.20022307194995279,0.04180958546551586,0.00043478260869565214,0.0017730179028132992,Bumps,Bumps
0,3,0,1180,0.7545684230979601,0.0027704854270256744,0.01233305010377914,0.18047932662251628,0.016617124895445007,0.000588235294117647,0.032643354559155985,Bumps,Bumps
0,3,0,1005,0.25577604717219943,0.06135725320213644,0.0011111111111111111,0.34264221695147057,0.17433532417698291,0.0047213736192931776,0.16005667376680616,Bumps,Other_Faults
0,3,0,1239,0.3600738324871107,0.010720313503878129,0.061057210578239186,0.4892414450926355,0.05110670202580901,0.007226553000613533,0.020573943311713857,Bumps,Other_Faults
0,3,0,888,0.5788534950331784,0.0023113964346349746,0.01708779386349269,0.272136202542796,0.03486516683368908,0.0,0.09474594529220896,Bumps,Bumps
0,3,0,1216,0.7645692207745709,0.008184275302625046,0.00045454545454545455,0.19117330044798628,0.009429822229863159,0.0006458333333333332,0.025543002457075793,Bumps,Bumps
0,3,0,942,0.3863246807737086,0.003987242779812439,0.007160675137348567,0.26899538403060785,0.11224313377284063,0.0,0.22128888350568168,Bumps,Bumps
0,3,0,922,0.36767883720085687,0.03380481060648093,0.0044878331449538875,0.30311458908355354,0.25788774347138976,0.004678040819661713,0.028348145673103228,Bumps,Bumps
0,3,0,1191,0.513085518646865,0.007067567406772803,0.05772296057659358,0.34197615417951127,0.03909657964586553,0.029121531688388172,0.011929687856003646,Bumps,Bumps
0,3,0,1192,0.2378622038634988,0.07987468778958441,0.004530591630591631,0.4252104321019596,0.18692680441927925,0.008964038812874456,0.05663124138221165,Bumps,Other_Faults
0,3,0,1089,0.2664823863632201,0.07238110895158228,0.02776371520040257,0.4374923638316949,0.150966620835452,0.019328394113277678,0.02558541070437018,Bumps,Other_Faults
0,3,0,1171,0.8426685523003278,0.0022673796791443847,0.0060591672827447355,0.1300173250139188,0.009336801443340356,0.0007575757575757576,0.008893198522947952,Bumps,Bumps
0,3,0,970,0.45147179036710156,0.012374318181337806,0.043640271033331256,0.36890793169395125,0.03861179359340336,0.07312585877182994,0.011868036359044569,Bumps,Bumps
0,3,0,1102,0.24829868739385572,0.00800748596251019,0.026338027209448826,0.5828588181761305,0.10158439372955166,0.013535046936109803,0.019377540592393255,Bumps,Other_Faults
0,3,0,1113,0.1768679333261603,0.008730766105859968,0.10184901409473644,0.6240905040479062,0.015115207136610676,0.007050560252936295,0.06629601503578991,Bumps,Other_Faults
0,3,0,1071,0.4872718560783821,0.0005263157894736842,0.0009,0.3481793871551161,0.035919776459898765,0.020925250561372732,0.10627741395575674,Bumps,Bumps
0,3,0,1052,0.5410918036530102,0.002158777127817376,0.00041666666666666664,0.3584189472667982,0.06449328534472186,0.002364716744512141,0.0310558031964732,Bumps,Bumps
0,3,0,1065,0.4662902481808725,0.01101623864205009,0.03092783970415549,0.4015120036474288,0.07013250317055882,0.0014555555555555554,0.018665611099378566,Bumps,Bumps
0,3,0,1255,0.5891673219972794,0.0015203703703703703,0.01768301664548658,0.3433487398896712,0.029921205110202832,0.0006155303030303031,0.01774381568395926,Bumps,Bumps
0,3,0,984,0.31783704173633665,0.031650187559372024,0.07789210630659966,0.43274489282560863,0.03789833833287677,0.0653985201737354,0.036578913065470814,Bumps,Other_Faults
0,3,0,1193,0.23060056163281417,0.12806964829414574,0.0063203061431322295,0.4085843853599539,0.118118658466175,0.017566176573474555,0.09074026353030451,Bumps,Other_Faults
0,3,0,1110,0.1609462781603002,0.015009645662004079,0.12888733557405815,0.6164893103119411,0.029977488646573566,0.005432417366411054,0.04325752427871169,Bumps,Other_Faults
0,3,0,1202,0.32546714755126016,0.02556050499539154,0.013700713564150362,0.533619211357402,0.02800174228772166,0.006654080277258025,0.06699659996681596,Bumps,Other_Faults
0,3,0,906,0.582832453142931,0.007729429757804723,0.005152057782910777,0.24004610206358268,0.06691858208149667,0.0,0.09732137517127395,Bumps,Bumps
0,3,0,1187,0.27863772350300436,0.007783535805626598,0.06039285826325144,0.5795796008670907,0.02968480192679839,0.015413845242107259,0.028507634392121305,Bumps,Other_Faults
0,3,0,1086,0.311621244710738,0.03133778952464889,0.0924361066740036,0.48669623702387166,0.057918812889687483,0.00841693899782135,0.011572870179228924,Bumps,Other_Faults
0,3,0,1146,0.6941807297652842,0.001630019493177388,0.003988739395279643,0.26194650762752975,0.02877768329782983,0.0,0.009476320420898717,Bumps,Bumps
0,3,0,1049,0.4770949677746614,0.00871037875030495,0.0007417582417582418,0.4260064315286985,0.03070404882081649,0.009261311403881064,0.047481103479878974,Bumps,Bumps
0,3,0,866,0.4254072382661718,0.005015406895329849,0.014986714481371429,0.3879483736265002,0.06481262374511569,0.0,0.10182964298551093,Bumps,Bumps
0,3,0,948,0.3721356908715508,0.0003333333333333333,0.020369867144302015,0.4910407613056521,0.026545087733279783,0.0006971153846153847,0.0888781442272667,Bumps,Other_Faults
0,3,0,1233,0.5937721038069718,0.020999281308152876,0.00165036415490136,0.27099473638722954,0.07802540955619514,0.0003333333333333333,0.03422477145321567,Bumps,Bumps
0,3,0,1120,0.16202451980730018,0.013266348418335244,0.07067930765542887,0.6497024059701616,0.024596083930064395,0.008302645296292686,0.07142868892241702,Bumps,Other_Faults
0,3,0,1169,0.5379487754480659,0.0020126825389983286,0.004829881447528507,0.38810277265694665,0.05329279872949763,0.001677126099706745,0.012135963079256065,Bumps,Bumps
0,3,0,1230,0.48790584255716596,0.060162576112549784,0.0012727272727272726,0.3733712159499661,0.04065107323960675,0.006444200332670435,0.030192364535313532,Bumps,Bumps
0,3,0,1103,0.13946913458340446,0.046353660413942635,0.016499605219888584,0.5826671708264447,0.14627736130802166,0.007018545568747696,0.061714522079550346,Bumps,Other_Faults
0,3,0,920,0.6642612250915542,0.003509384652337944,0.0029642287537024383,0.26410242342669665,0.046934316715761835,0.0036285626621272893,0.01459985869781961,Bumps,Bumps
0,3,0,1098,0.04500093546262879,0.003106555280468324,0.4815704190708178,0.4260991542461401,0.020311834845580978,0.0,0.02391110109436422,Bumps,K_Scratch
0,3,0,1011,0.46855928830673643,0.0056099953948924195,0.0030279854615500885,0.3796484109643384,0.02726482983722553,0.005358815694109812,0.1105306743411474,Bumps,Bumps
0,3,0,1219,0.8202350354095312,0.011347884785697862,0.0004761904761904762,0.150136139354284,0.008142614883075723,0.0012424242424242424,0.008419710848796478,Bumps,Bumps
0,3,0,1232,0.6461931718608531,0.01815966407882518,0.002549053755950308,0.28836575995452324,0.015075353822164107,0.0006458333333333332,0.029011163194350816,Bumps,Bumps
0,3,0,1772,0.12381896526559596,0.011092822238613314,0.05010228156735847,0.7495047022074224,0.011005335084592052,0.02150383893474947,0.03297205470166807,Other_Faults,Other_Faults
0,3,0,1839,0.11452988143757492,0.012902525999144416,0.20732805809650423,0.57712153217881,0.03558092691310822,0.009439822754626037,0.04309725262023225,Other_Faults,Other_Faults
0,3,0,1278,0.33066596842779883,0.0030099026732967825,0.005607284251697498,0.48909290568552843,0.1337310048436859,0.005416418180175295,0.03247651593781755,Other_Faults,Other_Faults
0,3,0,1716,0.05579600077430649,0.0016121212121212123,0.11523378333556156,0.7843769598169031,0.004167326350830187,0.004327293760535546,0.03448651474974168,Other_Faults,Other_Faults
0,3,0,1328,0.09769622930399441,0.004430034493994449,0.03871137185929045,0.8136007748252144,0.007787097379218828,0.007322598532668545,0.03045189360561863,Other_Faults,Other_Faults
0,3,0,1927,0.08129010567202176,0.027711569573891367,0.028487868155720023,0.7187844498573713,0.0843371751317588,0.00609761150093631,0.05329122010830042,Other_Faults,Other_Faults
0,3,0,1777,0.09168592596806605,0.01214182198181495,0.12137089110787853,0.6968918796264775,0.026059605014836316,0.002286434837092732,0.04956344146383392,Other_Faults,Other_Faults
0,3,0,1633,0.2681848700964091,0.03574240155396475,0.009270017512587173,0.5786391319785317,0.026024471583010862,0.01128167956367951,0.07085742771181673,Other_Faults,Other_Faults
0,3,0,1765,0.14413022028971859,0.014748694983416655,0.13477984759574865,0.6006710518580307,0.026694724474585464,0.0061256518280278695,0.07284980897047193,Other_Faults,Other_Faults
0,3,0,1683,0.04486007388475942,0.025204906734736174,0.10784365804197424,0.601407043752586,0.14206269173407882,0.0,0.07862162585186543,Other_Faults,Other_Faults
0,3,0,1483,0.038356156236120265,0.011336426330073718,0.02242309075756091,0.8790818465262469,0.03238714208556171,0.0005555555555555556,0.015859782508881072,Other_Faults,Other_Faults
0,3,0,1332,0.1545286003804261,0.05171466042401948,0.019892657178646907,0.594067596014211,0.13468895498066916,0.00534612158206611,0.0397614094399611,Other_Faults,Other_Faults
0,3,0,1694,0.033351450600255544,0.0059941656993607985,0.23588028090312144,0.5542974062942095,0.07870250927119878,0.0,0.09177418723185403,Other_Faults,Other_Faults
0,3,0,1528,0.10187138698289544,0.04902240329679484,0.062145909703597776,0.4709363001829398,0.16037795879803313,0.0012919254658385092,0.15435411556990059,Other_Faults,Other_Faults
0,3,0,1828,0.0814296585421666,0.011018664919484951,0.1752129427660966,0.6528511000046606,0.01983872302495168,0.046987105595306555,0.012661805147332738,Other_Faults,Other_Faults
0,3,0,1364,0.08334534841649313,0.01047647247235348,0.11007753653115676,0.7235549183616736,0.045541180177960223,0.0034415988818265863,0.023562945158536006,Other_Faults,Other_Faults
0,3,0,1375,0.05535073239268506,0.010779287418779829,0.3750299998670429,0.4960834031302276,0.030341890213021677,0.0005555555555555556,0.0318591314226875,Other_Faults,Other_Faults
0,3,0,1270,0.05412395324284547,0.050449635672166114,0.0726762470327386,0.5174267893238639,0.2050810526482334,0.0019118428322495642,0.09833047924790306,Other_Faults,Other_Faults
0,3,0,1595,0.06932096934858228,0.05795070710640549,0.0823950831167994,0.5984487006090928,0.08518302866611054,0.002128787878787879,0.10457272327422171,Other_Faults,Other_Faults
0,3,0,1337,0.12818820550434082,0.005490762463343108,0.038414027040722824,0.777728962506136,0.007913363200810037,0.006625621260872065,0.03563905802377477,Other_Faults,Other_Faults
0,3,0,1721,0.14762582509815114,0.048383901984282246,0.021833606850675317,0.48132000538393416,0.2564148112713225,0.002986198584024671,0.04143565082760992,Other_Faults,Other_Faults
0,3,0,1640,0.30087242060915614,0.127450160730253,0.006353524958022708,0.3351514299974163,0.1920541507199352,0.005722426872629,0.032395886112587494,Other_Faults,Other_Faults
0,3,0,1884,0.31023881925867774,0.19302954034214317,0.011153565062388593,0.4087306898185873,0.04280926341421637,0.006432719479267184,0.02760540262471973,Other_Faults,Other_Faults
0,3,0,1872,0.7014489451829086,0.021467233641379754,0.0,0.22582222336878138,0.03738622012640536,0.0002702702702702703,0.01360510741025447,Other_Faults,Bumps
0,3,0,1284,0.317178102368328,0.01779631862907056,0.03240684923808391,0.47914609858198615,0.1385395712497659,0.010859294972236026,0.004073764960529666,Other_Faults,Other_Faults
0,3,0,1610,0.496208547539038,0.00702555149976101,0.0012539184952978055,0.33326315928406686,0.14387801981500375,0.001536416799574694,0.016834386567257865,Other_Faults,Bumps
0,3,0,1832,0.08715213673512237,0.013792707869998486,0.15051435346512387,0.6824973555998656,0.023271773899394613,0.0252921194834882,0.017479552947006535,Other_Faults,Other_Faults
0,3,0,1557,0.10923441381331245,0.03957498514029878,0.10418727658846111,0.627414387511762,0.04162317360590681,0.03649471816138373,0.041471045178874996,Other_Faults,Other_Faults
0,3,0,1856,0.1155242821510441,0.0132977112065108,0.015122297150160925,0.693065877724344,0.043703638944891245,0.0049122373054154836,0.11437395551763345,Other_Faults,Other_Faults
0,3,0,1395,0.12568271792552774,0.035771691443120916,0.35710762823128855,0.34027879696074387,0.11106647350425002,0.015469995311573165,0.014622696623495858,Other_Faults,K_Scratch
0,3,0,1499,0.13840332279321996,0.007843798741258673,0.020250202861482443,0.7627306286193648,0.04383928244955649,0.0031720841959972396,0.02376068033911995,Other_Faults,Other_Faults
0,3,0,1521,0.04966903970074209,0.10102386103742443,0.03779600268373801,0.42470229438041235,0.234512269810791,0.0014347826086956522,0.1508617497781964,Other_Faults,Other_Faults
0,3,0,1417,0.3515088337223031,0.003754768715893005,0.0015577107279693486,0.5266571854572546,0.09942568773056465,0.002481920273541166,0.014613893372474067,Other_Faults,Other_Faults
0,3,0,1411,0.6178146098953825,0.0032235404155776205,0.0008703703703703704,0.31724189561596305,0.05372435128735238,0.0011363636363636363,0.005988868778990262,Other_Faults,Bumps
0,3,0,1369,0.16697328498716413,0.03984102273166177,0.005634762542189518,0.6628581460200942,0.03630095629692541,0.06309699495280459,0.025294832469160578,Other_Faults,Other_Faults
0,3,0,1448,0.490467536840933,0.026485772232771626,0.010588345205992264,0.36175793557920427,0.043029178091462554,0.0,0.06767123204963627,Other_Faults,Bumps
0,3,0,1340,0.13613334943384803,0.010661129408632652,0.01698912806996711,0.7455496609238271,0.03720490393595157,0.0038702001403614307,0.049591628087411924,Other_Faults,Other_Faults
0,3,0,1301,0.03863725016728982,0.02403745700383692,0.009312316470574865,0.680438134177167,0.23090382149162555,0.0035053818120179673,0.01316563887748783,Other_Faults,Other_Faults
0,3,0,1843,0.060119480554880055,0.03670279992432055,0.0646678998488104,0.7157317848992493,0.07380462252563745,0.0055359087173448614,0.04343750352975734,Other_Faults,Other_Faults
0,3,0,1347,0.08854599253944657,0.015501866062181298,0.03871411043819435,0.36837578756627865,0.42424147746808066,0.0008695652173913043,0.06375120070842723,Other_Faults,Pastry
0,3,0,1524,0.03287924519463659,0.03371298536037594,0.1641357708230815,0.4207401849795663,0.19135442546992942,0.0,0.15717738817241028,Other_Faults,Other_Faults
0,3,0,1473,0.5299449774850934,0.013498980075855413,0.015056582715096628,0.34779200610397853,0.05861115141924823,0.02177819645863056,0.013318105742097122,Other_Faults,Bumps
0,3,0,1695,0.1841594878519116,0.010534747142078818,0.029420136922319647,0.7124467773354216,0.02813175039226637,0.0069897743305537075,0.028317326025448307,Other_Faults,Other_Faults
0,3,0,1371,0.14030694406150246,0.020617592110270252,0.0032113413322578475,0.7390945022823274,0.033124566548908274,0.02456530259545433,0.039079751069279196,Other_Faults,Other_Faults
0,3,0,1656,0.17652023383952714,0.09207739376117346,0.014379564854164395,0.4866197084613355,0.18312049256495067,0.005637229869913527,0.04164537664893527,Other_Faults,Other_Faults
0,3,0,1500,0.12449427744528047,0.004290870649897019,0.04374986443597593,0.7782144037435137,0.025708350611738467,0.00035714285714285714,0.023185090256451192,Other_Faults,Other_Faults
0,3,0,1930,0.0866899267288374,0.004200757575757576,0.06589127600274088,0.785005172811472,0.00477722747606312,0.012829596728493162,0.040606042676635735,Other_Faults,Other_Faults
0,3,0,1619,0.5613692346086987,0.005694764823215073,0.00043478260869565214,0.36534985233638984,0.029161468506262733,0.003927368927368927,0.03406252818936894,Other_Faults,Bumps
0,3,0,1563,0.27357806640739585,0.0027726438962681842,0.004514598772917958,0.38319694490902834,0.009043927576159804,0.011526763171756913,0.3153670552664729,Other_Faults,Other_Faults
0,3,0,1821,0.08119286309231845,0.22496858120430574,0.047692445808962584,0.2293159709473596,0.36599399823293216,0.0,0.05083614071412138,Other_Faults,Pastry
0,3,0,1562,0.11755239757784305,0.013548751764547218,0.2001877345560573,0.5061051304150246,0.02453259233264037,0.015966044222789497,0.12210734913109789,Other_Faults,Other_Faults
0,3,0,1443,0.5888272651565868,0.008923784905040255,0.003751839138910077,0.3500334409355916,0.037748148588698315,0.0,0.010715521275172859,Other_Faults,Bumps
0,3,0,1533,0.42788877631285105,0.008710421558678606,0.011018602035742633,0.4123892137239206,0.04701128571564059,0.0006458333333333332,0.09233586731983343,Other_Faults,Bumps
0,3,0,1815,0.29683385313355815,0.04057685087211161,0.0023743386243386243,0.341398332130685,0.2977970943848869,0.00035714285714285714,0.020662387997276824,Other_Faults,Other_Faults
0,3,0,1880,0.15152485717134584,0.028574807940253372,0.016228473586470962,0.6611476874292311,0.024600261441533284,0.03367074180104237,0.08425317063012278,Other_Faults,Other_Faults
0,3,0,1863,0.12151744447857435,0.02336040418622246,0.15291158745206115,0.6561519489937847,0.02013697218189205,0.00305406249781785,0.02286758020964734,Other_Faults,Other_Faults
0,3,0,1932,0.09321800639065322,0.00497722816399287,0.06635271955512506,0.775037320504259,0.004036486735322379,0.010666622263344784,0.04571161638730249,Other_Faults,Other_Faults
0,3,0,1564,0.46163144006816886,0.004039531102934884,0.008365882870974648,0.4304179412748295,0.010613926743847653,0.0028095339154337456,0.08212174402381082,Other_Faults,Bumps
0,3,0,1859,0.3781877544215464,0.007634877859448797,0.00246695199019053,0.46535333711486315,0.060751854288963285,0.002084485407066052,0.08352073891792194,Other_Faults,Other_Faults
0,3,0,1831,0.09268036550824604,0.05004820814639663,0.06029319790241512,0.6179593191285846,0.13392963617630574,0.012081456847433088,0.03300781629061876,Other_Faults,Other_Faults
0,3,0,1598,0.11574536738632521,0.07761417710989318,0.016989376730702874,0.6121548276532642,0.10213799772647836,0.005266789682082036,0.07009146371125388,Other_Faults,Other_Faults
0,3,0,1486,0.1138395188189056,0.012524050718956747,0.0151823297084767,0.7964788616512533,0.04610008763504987,0.0007142857142857143,0.015160865753071785,Other_Faults,Other_Faults
0,3,0,1449,0.3651167485782378,0.003457952069716776,0.0012662337662337664,0.5281256001265767,0.08723006571059534,0.0025419022442782855,0.012261497504361427,Other_Faults,Other_Faults
0,3,0,1583,0.07099813406195221,0.011697188931669022,0.004722577220080466,0.6344633859359501,0.12760905973468895,0.0,0.15050965411565925,Other_Faults,Other_Faults
0,3,0,1576,0.07538822581851826,0.01931854859554906,0.009567678472457259,0.5193802546916058,0.14042579491649304,0.0,0.23591949750537658,Other_Faults,Other_Faults
0,3,0,1515,0.32332641264123363,0.014099492881476303,0.03165542807548853,0.568500014012212,0.04332425313674117,0.002386127911084598,0.016708271341764013,Other_Faults,Other_Faults
0,3,0,1612,0.7512602655760154,0.007956585556941946,0.000588235294117647,0.20580361191164337,0.031420779831859966,0.00035714285714285714,0.0026133789722785667,Other_Faults,Bumps
0,3,0,1379,0.055358982048768865,0.0014321969696969696,0.3298862965479964,0.5481660597071233,0.023437487908951445,0.0005555555555555556,0.04116342126190792,Other_Faults,Other_Faults
0,3,0,839,0.11798712446360547,0.42157565647592743,0.0033866359675183205,0.22619404266276014,0.2105695200230336,0.0016045454545454546,0.01868247495260941,Dirtiness,Dirtiness
0,3,0,848,0.03764422941958336,0.6448761731465205,0.006071635875500391,0.12102026935307572,0.1573089937423527,0.0,0.033078698462967134,Dirtiness,Dirtiness
0,3,0,850,0.0836634736112964,0.538078176654676,0.006586793433120269,0.15919632118493776,0.18590214335006483,0.0012193979933110368,0.025353693772593555,Dirtiness,Dirtiness
0,3,0,834,0.22070717324727673,0.15770238710982384,0.004360880737196526,0.5247650611491116,0.05596988217401391,0.018281504403513896,0.018213111179063546,Dirtiness,Other_Faults
0,3,0,864,0.14252989956163792,0.4377235036787103,0.0042573624632448155,0.2469928652406031,0.1416939978833302,0.005914105450792757,0.020888265721680902,Dirtiness,Dirtiness
0,3,0,527,0.007867347939377404,0.0,0.919315887166062,0.05495159765562614,0.004563404442911085,0.0,0.013301762796023362,K_Scratch,K_Scratch
0,3,0,703,0.0017919389978213506,0.0,0.9202251227194985,0.0741076659515246,0.00125,0.0,0.0026252723311546836,K_Scratch,K_Scratch
0,3,0,533,0.07744029010299,0.00796766086830813,0.27551844478736415,0.5168874656936238,0.02794949063621888,0.005916503608607582,0.08832014430288741,K_Scratch,Other_Faults
0,3,0,677,0.0,0.0,0.9870082853674382,0.012991714632561489,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,737,0.05692158340104017,0.03715203887925144,0.14947710392983987,0.4236541414980816,0.228023323039905,0.001176470588235294,0.10359533866364645,K_Scratch,Other_Faults
0,3,0,617,0.000588235294117647,0.0,0.9908707195796979,0.007952809832066799,0.0,0.0,0.000588235294117647,K_Scratch,K_Scratch
0,3,0,591,0.015322823978279458,0.0003846153846153846,0.9084201615231495,0.060441750676540486,0.0011111111111111111,0.0,0.014319537326303868,K_Scratch,K_Scratch
0,3,0,454,0.000588235294117647,0.0,0.9975686274509803,0.0003333333333333333,0.0,0.0,0.0015098039215686273,K_Scratch,K_Scratch
0,3,0,595,0.0,0.0,0.997797213622291,0.0022027863777089787,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,353,0.024011493757735952,0.0031440162271805273,0.7839810994842077,0.16665124588258554,0.013054533085101185,0.005407949463677017,0.0037496620995119425,K_Scratch,K_Scratch
0,3,0,512,0.004638516225203532,0.0,0.9589495130446583,0.021312498192585325,0.0034967320261437905,0.0,0.011602740511409242,K_Scratch,K_Scratch
0,3,0,648,0.0,0.0,0.9965059992716541,0.003494000728346079,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,560,0.0004,0.0,0.994894050357315,0.0030395534290271133,0.0003333333333333333,0.0,0.0013330628803245436,K_Scratch,K_Scratch
0,3,0,575,0.0,0.0,0.9966042780748663,0.00339572192513369,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,461,0.008889994594328961,0.0009453781512605042,0.9383172740786904,0.03456732154584321,0.006332866479925303,0.0,0.010947165149951527,K_Scratch,K_Scratch
0,3,0,348,0.06921862037401262,0.0023820652173913042,0.5872161831901265,0.30710032103657614,0.014638857998935278,0.017075844413534543,0.0023681077694235587,K_Scratch,K_Scratch
0,3,0,401,0.0029084967320261433,0.0,0.9865406162464985,0.005943043884220355,0.0005555555555555556,0.0,0.004052287581699347,K_Scratch,K_Scratch
0,3,0,701,0.0,0.0,0.9841311836479218,0.015868816352078065,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,643,0.0,0.0,0.9951445525578652,0.0042672121480171014,0.0,0.0,0.000588235294117647,K_Scratch,K_Scratch
0,3,0,626,0.0,0.0,0.9989181286549708,0.0010818713450292396,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,695,0.00037037037037037035,0.0,0.9820661836200061,0.01756344600962333,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,411,0.006032851737186103,0.0,0.9520121270198666,0.025158182890381024,0.004084967320261438,0.0,0.012711871032304471,K_Scratch,K_Scratch
0,3,0,358,0.05237211444165312,0.0009,0.5074867243154879,0.41853006773029805,0.010013170544052895,0.004369814241486068,0.006328108727021771,K_Scratch,K_Scratch
0,3,0,384,0.2596207938802087,0.005353677353570595,0.17198261023457387,0.4601477317383808,0.09175871995728813,0.005143706424817611,0.005992760411160241,K_Scratch,Other_Faults
0,3,0,389,0.19680500501595183,0.03903513088648538,0.04067417622872876,0.3604143425920816,0.33453604136269827,0.0021669898728722257,0.026368314041182127,K_Scratch,Other_Faults
0,3,0,711,0.04196963406063179,0.0029119047619047623,0.6955751130044354,0.18196259345911311,0.04817845575891908,0.0003225806451612903,0.02907971830983466,K_Scratch,K_Scratch
0,3,0,387,0.2719543622568499,0.005620894585290871,0.15937924116074334,0.4557571986750617,0.097332508754984,0.00464370642481761,0.005312088142252678,K_Scratch,Other_Faults
0,3,0,650,0.0,0.0,0.9990000000000001,0.001,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,431,0.0020098039215686275,0.0,0.9838267125031828,0.009497708174178762,0.001176470588235294,0.0,0.003489304812834225,K_Scratch,K_Scratch
0,3,0,587,0.058541907749880544,0.00803456322024097,0.638082067086346,0.20066206083874963,0.029727972556526195,0.001,0.06395142854825654,K_Scratch,K_Scratch
0,3,0,599,0.0,0.0,0.9980454545454545,0.0019545454545454545,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,614,0.0,0.0,0.9919755220089783,0.008024477991021486,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,638,0.0,0.0,0.9994444444444445,0.0005555555555555556,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,451,0.0021350762527233115,0.0,0.9919491837138896,0.004065868771751124,0.0,0.0,0.0018498712616359676,K_Scratch,K_Scratch
0,3,0,592,0.000588235294117647,0.0,0.9796802857742811,0.019386651345394114,0.0,0.0,0.0003448275862068965,K_Scratch,K_Scratch
0,3,0,642,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,375,0.06301569314851636,0.002612812911725955,0.73303594145563,0.178209152916595,0.01590895837582683,0.004829183615948322,0.0023882575757575757,K_Scratch,K_Scratch
0,3,0,518,0.025465730347104358,0.0003846153846153846,0.7485660225463358,0.1641467045909083,0.013470292850088246,0.02761755485893417,0.02034907942201354,K_Scratch,K_Scratch
0,3,0,535,0.0016210180623973728,0.0,0.9812442742405217,0.01178193394390149,0.0003333333333333333,0.0,0.0050194404198461,K_Scratch,K_Scratch
0,3,0,27,0.2070630657600045,0.1262644239387273,0.014265487127251834,0.3410036312345514,0.29683090021527136,0.00675630384204238,0.00781618788215088,Pastry,Other_Faults
0,3,0,33,0.18500454303884148,0.027161527425610062,0.021277814266029583,0.32478838992981934,0.4281021193318148,0.004020145489185736,0.009645460518699057,Pastry,Pastry
0,3,0,137,0.17841537039932218,0.05499771062122977,0.023179342102831305,0.290450617355834,0.42232980893980043,0.002886833692286983,0.027740316888695386,Pastry,Pastry
0,3,0,47,0.34237625598157784,0.039350357688907954,0.003074618736383443,0.2701830040232474,0.3218384490236063,0.00030303030303030303,0.02287428424324645,Pastry,Bumps
0,3,0,132,0.08102225190647053,0.05425221655663192,0.003118796700820028,0.1770853810424879,0.6719583847064331,0.0,0.01256296908715639,Pastry,Pastry
0,3,0,88,0.18828666597676327,0.12721994617298601,0.005880920505155853,0.26188299314361513,0.3903026965908916,0.0016454212454212456,0.024781356365166766,Pastry,Pastry
0,3,0,68,0.2880304156811519,0.009680551519564068,0.003672819490114887,0.5140086621249695,0.1495380536036992,0.002973315939278937,0.03209618164122127,Pastry,Other_Faults
0,3,0,73,0.17059199358163846,0.019686361751996423,0.0031916337475161004,0.5707745803347006,0.19774651040150995,0.003754901960784313,0.034254018221854116,Pastry,Other_Faults
0,3,0,93,0.24751197755455898,0.00870626734048986,0.0577034133103568,0.5418159462608729,0.1223432623532682,0.0027542683202313183,0.01916486486022184,Pastry,Other_Faults
0,3,0,21,0.0584297073836969,0.025110880444195845,0.0255301299062608,0.6406641184234373,0.22258818620422208,0.002608695652173913,0.025068281986013283,Pastry,Other_Faults
0,3,0,59,0.223219948121056,0.027374876343230742,0.00316256967433438,0.3774983082226263,0.29415282298576867,0.002524819327195369,0.07206665532578864,Pastry,Other_Faults
0,3,0,24,0.05808174581098413,0.014212472829504046,0.03623922426695356,0.6300403107139724,0.23696552327251108,0.0008193979933110368,0.023641325112763928,Pastry,Other_Faults
0,3,0,127,0.0927922299120328,0.03493219331116441,0.015576726129795184,0.41788559143548787,0.4006844001513019,0.0008695652173913043,0.03725929384282628,Pastry,Other_Faults
0,3,0,26,0.15607327262211856,0.04367918271113526,0.026949542719451797,0.31366271249455246,0.4435234732403452,0.0004761904761904762,0.01563562573620623,Pastry,Pastry
0,3,0,94,0.20597945134528842,0.007160483242484521,0.0605789864396213,0.5300866560141576,0.11781649119026869,0.054049285592865724,0.024328646175313343,Pastry,Other_Faults
0,3,0,104,0.06363122670899311,0.03073425669281866,0.011863953587356224,0.28667942678951464,0.5825080513180312,0.0,0.024583084903286142,Pastry,Pastry
0,3,0,320,0.0740182373088015,0.002191890166028097,0.007305926916221033,0.2583148081851611,0.010396314315199764,0.0003448275862068965,0.6474279955223815,Z_Scratch,Z_Scratch
0,3,0,308,0.1312130804621846,0.0009429824561403507,0.0010263157894736842,0.19893836318269675,0.04525981414018873,0.0,0.6226194439693156,Z_Scratch,Z_Scratch
0,3,0,261,0.06582488522177822,0.00631161597234388,0.01692211328976035,0.11936215615370131,0.015293417156618432,0.0,0.7762858122057977,Z_Scratch,Z_Scratch
0,3,0,194,0.1091661252684982,0.003308713588636542,0.002500192487488313,0.13017805901075957,0.021487787641030622,0.00030303030303030303,0.7330560917005563,Z_Scratch,Z_Scratch
0,3,0,328,0.11004006523766648,0.01640918327338481,0.0014814814814814814,0.2665637169691907,0.11984158329416035,0.0,0.48566396974411596,Z_Scratch,Z_Scratch
0,3,0,174,0.07825094546780903,0.003628684836027144,0.005713470437608368,0.16281712025491513,0.04309261050444204,0.0005555555555555556,0.7059416129436425,Z_Scratch,Z_Scratch
0,3,0,258,0.08911395983075356,0.015112628977729197,0.0011904761904761906,0.13731363740650498,0.10437022189470314,0.0,0.6528990756998327,Z_Scratch,Z_Scratch
0,3,0,333,0.14544483987253073,0.015065356194875994,0.17805535405358838,0.5209475178664686,0.02378188250233311,0.012824362146986179,0.10388068736321668,Z_Scratch,Other_Faults
0,3,0,298,0.04426610432879033,0.0033499805652729194,0.0003333333333333333,0.10868406362375709,0.045581309651895635,0.0,0.7977852084969509,Z_Scratch,Z_Scratch
0,3,0,336,0.12303069203784753,0.00853927854848571,0.09616443221964119,0.6370887927291211,0.01648871305446258,0.020137867182431442,0.09855022422801035,Z_Scratch,Other_Faults
0,3,0,190,0.07824407982267517,0.000588235294117647,0.0038302221069916164,0.15115040317420908,0.0033768537299977463,0.00089126559714795,0.7619189402748607,Z_Scratch,Z_Scratch
0,3,0,315,0.05600486505937202,0.0028278550783087985,0.00483941303794245,0.2710191695671551,0.01163512265704416,0.0003448275862068965,0.6533287470139704,Z_Scratch,Z_Scratch
0,3,0,310,0.06404910231865163,0.002621285090325338,0.0023266722957125435,0.2153149182270702,0.023766169158926237,0.0,0.6919218529093137,Z_Scratch,Z_Scratch
0,3,0,202,0.040441814300635724,0.01665469204671238,0.029458141057279574,0.2486462815813196,0.0954691995894611,0.0,0.5693298714245911,Z_Scratch,Z_Scratch
0,3,0,317,0.07378575688604845,0.0,0.004839413037942449,0.2431276484749778,0.0266619168647452,0.0,0.651585264736286,Z_Scratch,Z_Scratch
0,3,0,244,0.186118327693156,0.013256827261992832,0.004846840958605664,0.3094627354586059,0.0724985996398047,0.0037610983981693365,0.41005557058966535,Z_Scratch,Z_Scratch
0,3,0,206,0.05183293244566158,0.007025726376021976,0.3424751215651352,0.21861614480625896,0.07173210730057794,0.0,0.3083179675063443,Z_Scratch,K_Scratch
0,3,0,288,0.0717666594773817,0.012264312288300295,0.0018700801114594219,0.16106732219992836,0.09802112964916891,0.0,0.6550104962737613,Z_Scratch,Z_Scratch
0,3,0,301,0.18544045168362935,0.005996898031519832,0.005562687729554064,0.4522772764644044,0.01847214631234466,0.00929877930184592,0.3229517604767018,Z_Scratch,Other_Faults
0,3,0,798,0.048207611603509413,0.002646821152703506,0.040419066345304726,0.1824696244801308,0.007334569798966084,0.713009359813869,0.005912946805516465,Stains,Stains
0,3,0,769,0.015783316466007072,0.0010049019607843138,0.03661078343318803,0.09246863138059906,0.0022594474153297683,0.8474376851485456,0.004435234195545791,Stains,Stains
0,3,0,771,0.014483846385577238,0.0010049019607843138,0.010699641198516368,0.057357913423025125,0.0022594474153297683,0.9097590154212211,0.004435234195545791,Stains,Stains
0,3,0,768,0.015121227090772333,0.0024303966437833713,0.012090334161518253,0.09028705304673826,0.007443663995427354,0.8681072012227505,0.004520123839009288,Stains,Stains
0,3,0,796,0.19555769795775277,0.021256037293981556,0.05674798522509306,0.5389284877213372,0.01830988518860732,0.1001770978682723,0.06902280874495535,Stains,Other_Faults
0,3,0,784,0.012392001436659588,0.000588235294117647,0.00480130064632453,0.042740733979196935,0.0010427807486631017,0.9374672059595539,0.000967741935483871,Stains,Stains
0,3,0,793,0.02594988551688273,0.0037087981744421904,0.058195819745713806,0.13894147829086234,0.00806753588483128,0.7543199368231143,0.010816545564152987,Stains,Stains
0,4,0,1048,0.4954973186203062,0.0020634920634920633,0.0021949891067538124,0.4009281691134427,0.07103392462679312,0.005345940609098504,0.02293616586011348,Bumps,Bumps
0,4,0,1237,0.3800533733975613,0.03162947683883967,0.014745253069262892,0.4274879780512005,0.012485420697739199,0.005615321074666426,0.1279831768707298,Bumps,Other_Faults
0,4,0,1181,0.25016989078983626,0.02368617847575301,0.0015340501792114694,0.2697565067133645,0.42046182852858627,0.0,0.034391545313248346,Bumps,Pastry
0,4,0,915,0.7641877525558108,0.009544732756122417,0.0018951612903225807,0.18002228586111138,0.03971599719806437,0.0023643733688711198,0.0022696969696969697,Bumps,Bumps
0,4,0,1116,0.18574378692564456,0.007016385202818958,0.04863202712618946,0.6822672443005396,0.023946208075232796,0.009950322869319805,0.042444025500254584,Bumps,Other_Faults
0,4,0,1184,0.7267985247751777,0.002095238095238095,0.0,0.24220045500221762,0.017351017558293103,0.0016109625668449198,0.009943802002228436,Bumps,Bumps
0,4,0,1164,0.6064806732149356,0.0013761140819964351,0.019854133772569435,0.3015946931076373,0.008926254918923314,0.001916991780149675,0.059851139123787894,Bumps,Bumps
0,4,0,1208,0.7877031163272992,0.007995220279169248,0.001456644144144144,0.17839867308337484,0.00468869823461475,0.00045454545454545455,0.019303102476852074,Bumps,Bumps
0,4,0,1217,0.8267253745276547,0.005460763314565225,0.002602007552665447,0.14849138308813978,0.006015152813203788,0.00045454545454545455,0.01025077324922526,Bumps,Bumps
0,4,0,882,0.6538267193555165,0.0003333333333333333,0.0037464387464387463,0.3055218016775407,0.0106203042111477,0.0018282828282828285,0.0241231198477401,Bumps,Bumps
0,4,0,1215,0.7092899595711607,0.012931469343665725,0.0006458333333333332,0.24271690150228178,0.014964827712172,0.0027858885180866606,0.016665120019299585,Bumps,Bumps
0,4,0,1185,0.7855685873072321,0.0017549019607843136,0.0024437361151357097,0.18977567521539748,0.012843241878480379,0.0,0.007613857522969427,Bumps,Bumps
0,4,0,989,0.5326588440237953,0.007791271807463636,0.0013752122241086587,0.3500993727450672,0.08567808391881204,0.0073488273690185115,0.015048387911734476,Bumps,Bumps
0,4,0,870,0.305118833845062,0.004708147502158391,0.06699936802822941,0.5296463601152068,0.06270434013201158,0.017063309874107088,0.013759640503224986,Bumps,Other_Faults
0,4,0,1212,0.8020941018324962,0.008214304922595998,0.001956644144144144,0.17203760054723385,0.004210596840617125,0.00045454545454545455,0.011032206258367247,Bumps,Bumps
0,4,0,940,0.5688009808596005,0.0061179057609866095,0.0035777874368138063,0.21940172255528448,0.034666044417042546,0.0,0.16743555897027199,Bumps,Bumps
0,4,0,941,0.4329783600259589,0.01603239753868312,0.008339664763577807,0.4277192757250946,0.042463292267044775,0.00472816091954023,0.06773884876010058,Bumps,Bumps
0,4,0,935,0.2459603429762778,0.016665927259314074,0.00935239414719314,0.3046448570609563,0.19224612767299493,0.0,0.2311303508832635,Bumps,Other_Faults
0,4,0,991,0.536069400913814,0.018432699479975258,0.0037947753839807806,0.24129063066512252,0.04643313854073807,0.00037037037037037035,0.15360898464599892,Bumps,Bumps
0,4,0,900,0.520213647062757,0.006748986483331834,0.0033567538126361655,0.29975197754667215,0.08661055685749419,0.054378052975576185,0.028940025261532297,Bumps,Bumps
0,4,0,926,0.45527013374002306,0.011383460275115253,0.006757201846407244,0.2905146023666256,0.09054692752390789,0.0008781362007168459,0.1446495380472038,Bumps,Bumps
0,4,0,897,0.6424371653989346,0.0057487141521771505,0.0032567049808429117,0.28226260406608583,0.04091949751467504,0.006089628758339392,0.01928568512894483,Bumps,Bumps
0,4,0,1245,0.6066178946028571,0.0131374944894869,0.032782058844237794,0.27140877990325707,0.056561855256815646,0.013334130092968983,0.006157786810376324,Bumps,Bumps
0,4,0,1243,0.508841986349668,0.00848445489690095,0.046445318760472754,0.3741765177781427,0.048244841246027556,0.008574530858018086,0.005232350110769796,Bumps,Bumps
0,4,0,1221,0.3677079979832214,0.04827794364133561,0.010548480250686132,0.3923928199294219,0.10212598487678366,0.0012711056644880176,0.07767566765406313,Bumps,Other_Faults
0,4,0,1019,0.5311232433185943,0.0075699057400109675,0.006247759922682523,0.33212130821433794,0.036777627512169245,0.00037037037037037035,0.08578978492183449,Bumps,Bumps
0,4,0,1264,0.3191005674574195,0.03994972069863787,0.000588235294117647,0.3666052096140385,0.1541442828425855,0.0033685160427807488,0.11624346805042012,Bumps,Other_Faults
0,4,0,1190,0.3464333102182479,0.06756593469694241,0.02292461620290243,0.43107065103184594,0.059442288852866836,0.0403008058525185,0.03226239314467593,Bumps,Other_Faults
0,4,0,1095,0.21942593351814527,0.043288307165998026,0.04409388267786068,0.4752993171846099,0.17210346838648433,0.002830659536541889,0.04295843153036004,Bumps,Other_Faults
0,4,0,950,0.29838833494717015,0.0032828282828282827,0.0019348659003831418,0.5510344605049375,0.08428618911289114,0.0022799422799422795,0.05879337897184755,Bumps,Other_Faults
0,4,0,1097,0.2343757717929612,0.019270997239288733,0.07134255118189228,0.4841724096850001,0.10810509716689264,0.003952683346065699,0.07878048958789914,Bumps,Other_Faults
0,4,0,1172,0.7716127554749829,0.00163237639553429,0.0011213517665130568,0.20697984254889842,0.003072179575642574,0.0009330628803245436,0.014648431358103654,Bumps,Bumps
0,4,0,1240,0.4354163939344401,0.03262974926465975,0.026426079337652064,0.43245420915076005,0.04730049439579766,0.007019301615060009,0.018753772301630358,Bumps,Bumps
0,4,0,1156,0.359252272672293,0.017970787626701484,0.031748159403037705,0.4065899967837009,0.03598228332899395,0.0012558006710930247,0.14720069951417994,Bumps,Other_Faults
0,4,0,1155,0.46831057933173126,0.009487809317913064,0.07821479053695067,0.2851622733627927,0.01202732955948825,0.0003448275862068965,0.14645239030491713,Bumps,Bumps
0,4,0,1249,0.5607481197090376,0.00680211746437392,0.0453713786979599,0.32775212831035583,0.034748594638265226,0.005110210312328163,0.01946745086767932,Bumps,Bumps
0,4,0,1022,0.5489859581081844,0.0004761904761904762,0.0018631968916598895,0.38376459976750127,0.04653058489342276,0.00030303030303030303,0.018076439560010916,Bumps,Bumps
0,4,0,1258,0.5825489295902109,0.008983551421631916,0.005896234702117055,0.3275049109027275,0.04632262068089741,0.00030303030303030303,0.028440722399384888,Bumps,Bumps
0,4,0,1091,0.5363356612687115,0.0049444293846570885,0.055172091290155094,0.3207476873119662,0.04522691991324916,0.026849064671941068,0.010724146159319565,Bumps,Bumps
0,4,0,1260,0.49197511373787806,0.012388379131992436,0.00372579185520362,0.31796268999502275,0.030113652621008163,0.0,0.14383437265889495,Bumps,Bumps
0,4,0,1885,0.18885312214266065,0.0018583937198067633,0.0008781362007168459,0.6513499801104765,0.1117739381730976,0.0006363636363636363,0.04465006601687768,Other_Faults,Other_Faults
0,4,0,1669,0.38978297752197055,0.00551599514413916,0.00466390173294198,0.4250752774766782,0.036334812433339456,0.0007125,0.13791453569093062,Other_Faults,Other_Faults
0,4,0,1468,0.4350581225631892,0.01717664609670993,0.03783585416545239,0.4054849632763382,0.07061882956088775,0.027677847724339316,0.006147736613082984,Other_Faults,Bumps
0,4,0,1639,0.4153503326538065,0.01709606487936534,0.0028561940905394412,0.42420538108963446,0.023888415509284923,0.01008870438127404,0.10651490739609523,Other_Faults,Other_Faults
0,4,0,1522,0.10110815599256626,0.07129633722034835,0.0231257748472446,0.470124568821323,0.2000131861027319,0.010422275493269408,0.12390970152251654,Other_Faults,Other_Faults
0,4,0,1327,0.08262495729642094,0.02060117143116842,0.05791656180169375,0.732105247211164,0.07459817728486759,0.002186488949646844,0.029967396025038326,Other_Faults,Other_Faults
0,4,0,1621,0.30990714831162974,0.0061807595123537775,0.0033185615442862058,0.4392181492161002,0.17615794224491055,0.0020360931833548466,0.0631813459873646,Other_Faults,Other_Faults
0,4,0,1430,0.42334198199426365,0.0017482517482517483,0.0036559139784946232,0.46574051375899894,0.024678159141540833,0.008671130640913027,0.07216404873753703,Other_Faults,Other_Faults
0,4,0,1323,0.1430602252275877,0.0471239301728696,0.010487877094268518,0.503646649302338,0.26531897873628607,0.0011437908496732027,0.02921854861697685,Other_Faults,Other_Faults
0,4,0,1818,0.1938906366912082,0.09347418445764989,0.010634190279647952,0.4106858545550318,0.24895770151919236,0.008319834320187956,0.03403759817708177,Other_Faults,Other_Faults
0,4,0,1516,0.11132394426764745,0.12344925386961013,0.09668147456357744,0.39859188493181,0.17518592728536866,0.0012424242424242424,0.09352509083956193,Other_Faults,Other_Faults
0,4,0,1750,0.07111649669767661,0.002420477067967564,0.0031288996406643468,0.2103466238691307,0.00515393332533292,0.000588235294117647,0.7072453341051101,Other_Faults,Z_Scratch
0,4,0,1597,0.03817642419664937,0.14588513880937864,0.01943155535729483,0.4971794627579616,0.19529808427486678,0.0013636363636363635,0.10266569824021202,Other_Faults,Other_Faults
0,4,0,1764,0.16725622006442376,0.01695599109311831,0.13117645920137797,0.5727749330117496,0.02741536668372713,0.0030834270352259035,0.08133760291037694,Other_Faults,Other_Faults
0,4,0,1508,0.09445511706395852,0.023843023506819924,0.041482892046399725,0.7671997517981436,0.04025034732187148,0.003198415547251191,0.029570452715555598,Other_Faults,Other_Faults
0,4,0,1544,0.18770032042490364,0.054459868413122274,0.08437993132928626,0.6027416534043586,0.03239227344280537,0.007648138675760158,0.030677814309763404,Other_Faults,Other_Faults
0,4,0,1403,0.3282901152539423,0.003977540682077887,0.10441027395450338,0.44890965846458447,0.07574691321937502,0.007519114870468068,0.031146383555048916,Other_Faults,Other_Faults
0,4,0,1330,0.08641718322318961,0.004643903538426866,0.05613952203064146,0.7976125678665243,0.004331015764580391,0.015247844581980476,0.03560796299465683,Other_Faults,Other_Faults
0,4,0,1836,0.08080457303968673,0.009004517830524023,0.13347631734782234,0.7383722685673721,0.014149533203453867,0.0051799268094334504,0.019012863201707017,Other_Faults,Other_Faults
0,4,0,1539,0.26571408643614414,0.006376734727778371,0.04621222003096543,0.5822253047796262,0.03897730799594873,0.0253380498624434,0.03515629616709404,Other_Faults,Other_Faults
0,4,0,1835,0.1499234003963901,0.008225094782862787,0.19354361056959987,0.5423445299020888,0.0353287397809832,0.02273710010319917,0.047897524464876474,Other_Faults,Other_Faults
0,4,0,1572,0.25301217349955935,0.007901186040870659,0.0009259259259259259,0.30863204066459804,0.41246403352098904,0.0005555555555555556,0.016509084792501308,Other_Faults,Pastry
0,4,0,1790,0.33420214502641293,0.06500040566464324,0.00899740745628831,0.4153012142599313,0.03683241818864345,0.022883710157476988,0.11678269924660382,Other_Faults,Other_Faults
0,4,0,1581,0.08406921294404462,0.03623823892123233,0.004726385167593608,0.617300158439068,0.118795575048079,0.0,0.13887042947998218,Other_Faults,Other_Faults
0,4,0,1898,0.14575569841254027,0.03966959815024222,0.003351798775936707,0.7431565783072375,0.027876448178120884,0.02223534722564438,0.017954530950277464,Other_Faults,Other_Faults
0,4,0,1780,0.08209223350355023,0.006385230919257289,0.12862060587801014,0.7192457234491146,0.004435078169423521,0.015612765901425553,0.04360836217921846,Other_Faults,Other_Faults
0,4,0,1690,0.05930521639447099,0.008430207798373312,0.2409321971856231,0.49094430715453113,0.09141011361070951,0.0007878787878787879,0.10819007906841302,Other_Faults,Other_Faults
0,4,0,1475,0.39091557163502316,0.012933430681986869,0.07295862195246468,0.486461100729137,0.017588942317315174,0.003609217016036791,0.015533115668036392,Other_Faults,Other_Faults
0,4,0,1823,0.2489447807684655,0.0,0.01603145780051151,0.4866344768941675,0.0461051737613384,0.0020789473684210526,0.2002051634070959,Other_Faults,Other_Faults
0,4,0,1922,0.11710069456294617,0.007407232784960488,0.09487821922512606,0.6718379446006897,0.022792583120434928,0.0030555555555555557,0.0829277701502869,Other_Faults,Other_Faults
0,4,0,1713,0.24026793972805233,0.035377092023811715,0.0838428113869902,0.561697967759623,0.058038416761472165,0.005506749426578985,0.015269022913471278,Other_Faults,Other_Faults
0,4,0,1552,0.2754381271768048,0.02969315158725458,0.10618147972962987,0.38633626644934943,0.055756790548175915,0.03649268668700977,0.11010149782177531,Other_Faults,Other_Faults
0,4,0,1276,0.0,0.0,0.984991896758703,0.012679705215419503,0.0,0.0,0.0023283980258770177,Other_Faults,K_Scratch
0,4,0,1419,0.5306184724934456,0.0037681391627418614,0.019916816349749712,0.26172224458054694,0.028578293427437892,0.008178009231030417,0.1472180247550474,Other_Faults,Bumps
0,4,0,1662,0.27317833483696746,0.11005122150104646,0.01374157633537939,0.3724198615107347,0.17748582670623553,0.010070638564763057,0.0430525405448735,Other_Faults,Other_Faults
0,4,0,1827,0.1105008514603663,0.010503892453145276,0.1445536695572084,0.4967960775012553,0.04197406776926562,0.17466167464461863,0.021009766614140578,Other_Faults,Other_Faults
0,4,0,1469,0.3224551582969742,0.021908132546355878,0.02679039210016181,0.3383213450349221,0.052527283908851266,0.22891869997697026,0.009078988135764599,Other_Faults,Other_Faults
0,4,0,1744,0.12568234030239417,0.005867698319497188,0.053669745615002054,0.7518942611325684,0.00819542759317628,0.012601385296303048,0.04208914174105891,Other_Faults,Other_Faults
0,4,0,1489,0.09023412146884784,0.01042234850446774,0.010521744930517836,0.7716213806954283,0.09207446560001874,0.002653116246498599,0.02247282255422052,Other_Faults,Other_Faults
0,4,0,1918,0.18992630952777778,0.003897527910685805,0.05879444267611308,0.6720387644899745,0.010393637741195005,0.012675853898191002,0.05227346375606281,Other_Faults,Other_Faults
0,4,0,1900,0.1871338664124117,0.038646571495556725,0.0033997668997668997,0.6790391235251212,0.04408406350946049,0.021918279075505396,0.025778329082177188,Other_Faults,Other_Faults
0,4,0,1670,0.4173935995706865,0.0629900755110802,0.004999591586278893,0.43862178263271656,0.030775712378674887,0.001174029920523609,0.04404520840003901,Other_Faults,Other_Faults
0,4,0,1579,0.08395716812611745,0.036793794476787885,0.004693705429031516,0.6132432023232884,0.12244170016479235,0.0,0.13887042947998218,Other_Faults,Other_Faults
0,4,0,1269,0.10171132542625053,0.14344893855169447,0.007376692066105743,0.3457260363633255,0.2617797713620653,0.004424242424242424,0.1355329938063158,Other_Faults,Other_Faults
0,4,0,1525,0.08721061627746346,0.04730264341336074,0.022032015648346524,0.47646672136089085,0.23460486026335092,0.0021250618709783863,0.1302580811656089,Other_Faults,Other_Faults
0,4,0,1358,0.10292744950871092,0.012598437803445,0.20878378996552058,0.5101399256489506,0.059005869718948147,0.060960530278891395,0.04558399707553321,Other_Faults,Other_Faults
0,4,0,1433,0.7350332229135108,0.018032388297741443,0.0003225806451612903,0.2109272417745445,0.02587420373368988,0.0009007352941176471,0.008909627341234355,Other_Faults,Bumps
0,4,0,1560,0.16227942814904875,0.006709511077158137,0.02361246083277442,0.20236679157901008,0.042915447952153254,0.5569864438186195,0.0051299165912356256,Other_Faults,Stains
0,4,0,1847,0.13518724996432335,0.05421481984040521,0.019715187473532566,0.614206174872429,0.1257121763123701,0.009640983270778667,0.04132340826616094,Other_Faults,Other_Faults
0,4,0,1723,0.11464654510547864,0.0073040262711302414,0.0787280960843475,0.7312620843547358,0.028938165129328296,0.0036540271585643637,0.03546705589641499,Other_Faults,Other_Faults
0,4,0,1926,0.21912408728889332,0.03153189906335057,0.02090168332581809,0.6112877414715804,0.0628205567773933,0.01789029416445887,0.036443737908505504,Other_Faults,Other_Faults
0,4,0,1933,0.0798448167178909,0.006755701026492102,0.054945820404748796,0.8097553241508406,0.004025423790205738,0.006858211584255227,0.037814702325566205,Other_Faults,Other_Faults
0,4,0,1426,0.5924483585415511,0.0020907415597818074,0.004980372013372217,0.32413166731088966,0.02065836123266808,0.00657338447114669,0.04911711487059041,Other_Faults,Bumps
0,4,0,1875,0.2027257777870282,0.10418704676668725,0.0015130568356374807,0.6431718217091266,0.02344505697117351,0.010514117493818882,0.01444312243652785,Other_Faults,Other_Faults
0,4,0,1568,0.5004570667390376,0.0037083969951617014,0.001107196029776675,0.40090518815774684,0.023350065694550098,0.0013260482058436024,0.06914603817788337,Other_Faults,Bumps
0,4,0,1631,0.46431223714264325,0.0003225806451612903,0.00043478260869565214,0.44458035557044867,0.07951351317430198,0.0012045454545454545,0.009631985404203753,Other_Faults,Bumps
0,4,0,1488,0.12539620220767397,0.001892056530214425,0.022949193089281415,0.7678098793526131,0.05999000044657767,0.0030910216718266254,0.01887164670181227,Other_Faults,Other_Faults
0,4,0,1548,0.3012788359166468,0.025292124038246214,0.06804925866395356,0.395384759695634,0.06209014102101454,0.03617357829948968,0.11173130236501494,Other_Faults,Other_Faults
0,4,0,1894,0.3355561000716585,0.02045353291502672,0.00924173865350336,0.5517073296393961,0.010010392886553879,0.003030663780663781,0.07000024205319727,Other_Faults,Other_Faults
0,4,0,1474,0.5812692986609448,0.004853711967874052,0.030234822186088417,0.33353096606313815,0.03721593293095165,0.003931500728346079,0.008963767462656787,Other_Faults,Bumps
0,4,0,1672,0.5852904626493651,0.012602436237652956,0.0029488964346349746,0.3125636159298416,0.03291159365190435,0.000588235294117647,0.05309475980248332,Other_Faults,Bumps
0,4,0,1289,0.026724872912398258,0.03317129059873004,0.24165982195390956,0.3324287307050359,0.23285956904779626,0.0,0.1331557147821297,Other_Faults,Other_Faults
0,4,0,1655,0.18361808243856623,0.1571667099824875,0.0073785146230766485,0.4501351281662491,0.12246011966431927,0.026021484185985898,0.05321996093931529,Other_Faults,Other_Faults
0,4,0,1909,0.12320056511681572,0.007439265586883641,0.09490289491620622,0.6736897443771163,0.010267788955762696,0.008519930878208867,0.08197981016900649,Other_Faults,Other_Faults
0,4,0,1693,0.03854641149138067,0.08842739646472376,0.019134826028397764,0.4931357515439224,0.29646276427297247,0.00045454545454545455,0.06383830474405747,Other_Faults,Other_Faults
0,4,0,1482,0.06779002719809847,0.023663509703962873,0.0171136657119689,0.6211848013022064,0.2433854575470955,0.0,0.026862538536667823,Other_Faults,Other_Faults
0,4,0,1493,0.15170355476733272,0.014278086706795144,0.02672264175806684,0.6795131854418721,0.09791721070553684,0.006803388175193448,0.023061932445202576,Other_Faults,Other_Faults
0,4,0,1728,0.17478928876933206,0.012278951984834339,0.08490721268870956,0.6659092985497286,0.02826561016701272,0.014420992501136893,0.019428645339245692,Other_Faults,Other_Faults
0,4,0,851,0.04420997487818862,0.4682446322267472,0.009921215621769414,0.20711225727879612,0.2030656529611427,0.002302449785208406,0.0651438172481474,Dirtiness,Dirtiness
0,4,0,811,0.15651536153727352,0.09850679769996354,0.023352113029459498,0.4676025577206327,0.18641266282779895,0.003431372549019608,0.06417913463585219,Dirtiness,Other_Faults
0,4,0,843,0.04988718945680474,0.5705346845530321,0.003807783421924169,0.12825223222033336,0.21531351406569998,0.0007771260997067449,0.03142747018249864,Dirtiness,Dirtiness
0,4,0,845,0.03532660594154647,0.6253410865579214,0.004193934852193246,0.14202346896492965,0.14414705289866894,0.0019691164518750724,0.04699873433286496,Dirtiness,Dirtiness
0,4,0,844,0.059910963027537505,0.4485542740533514,0.02518502027406511,0.25128955480405474,0.15162224455689333,0.0023262593090179295,0.061111683975079975,Dirtiness,Dirtiness
0,4,0,713,0.02001142888749113,0.0,0.8617389600677023,0.09431082258949881,0.008874473021531847,0.0003333333333333333,0.01473098210044252,K_Scratch,K_Scratch
0,4,0,521,0.0013043478260869564,0.0,0.9896161537478558,0.009038682099526468,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,4,0,687,0.001176470588235294,0.0,0.9663479657413196,0.030147165644567212,0.0,0.0,0.0023283980258770177,K_Scratch,K_Scratch
0,4,0,511,0.0029411764705882353,0.0,0.987919621265434,0.003804268290388255,0.0,0.0,0.0053349339735894365,K_Scratch,K_Scratch
0,4,0,372,0.039078571491594945,0.0,0.8210830086784567,0.13041519458972892,0.007877331520412366,0.0015458937198067632,0.0,K_Scratch,K_Scratch
0,4,0,487,0.001598336304218657,0.0,0.9751897874301231,0.014680269683631031,0.001764705882352941,0.0,0.00676690069967381,K_Scratch,K_Scratch
0,4,0,604,0.0,0.0,0.9980007669734559,0.0019584167000133382,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,4,0,432,0.003108575042920394,0.0,0.9789987367403534,0.007296631750301446,0.0033276226619680127,0.0,0.00726843380445644,K_Scratch,K_Scratch
0,4,0,478,0.0,0.0,0.9979301320528211,0.0014408163265306124,0.0,0.0,0.0006290516206482594,K_Scratch,K_Scratch
0,4,0,524,0.053432328904494925,0.0008695652173913043,0.7088592131116882,0.17899810941216682,0.015407091082427278,0.0,0.04243369227183104,K_Scratch,K_Scratch
0,4,0,672,0.0006060606060606061,0.0,0.986200410467217,0.01138800671783865,0.000588235294117647,0.0,0.0012172869147659064,K_Scratch,K_Scratch
0,4,0,399,0.007772907442546911,0.0,0.9546815917005188,0.02687821589911248,0.002151152073732719,0.0,0.008516132884088291,K_Scratch,K_Scratch
0,4,0,361,0.03161742196001198,0.00035714285714285714,0.8256510050955244,0.13076924565991777,0.010059290707596013,0.0015458937198067632,0.0,K_Scratch,K_Scratch
0,4,0,444,0.0,0.0,0.9975134653861544,0.001857482993197279,0.0,0.0,0.0006290516206482594,K_Scratch,K_Scratch
0,4,0,452,0.05626351325456768,0.026620881303505754,0.32913171825333315,0.4309473074441837,0.0567503292286134,0.001244264507422402,0.09904198600837402,K_Scratch,Other_Faults
0,4,0,620,0.0,0.0,0.9959182420336554,0.00304094163981382,0.0,0.0,0.0010408163265306122,K_Scratch,K_Scratch
0,4,0,390,0.4634924960637737,0.001497326203208556,0.002608024477866786,0.4667092060693961,0.04546320729813437,0.0,0.020229739887620245,K_Scratch,Other_Faults
0,4,0,378,0.05882653415939747,0.008758784088347982,0.7299632641706473,0.1866678570742383,0.0065409641584844415,0.00924259634888438,0.0,K_Scratch,K_Scratch
0,4,0,714,0.014664756986407464,0.0,0.9219787032706488,0.05271020780691475,0.0032416744475568006,0.0,0.007404657488472125,K_Scratch,K_Scratch
0,4,0,407,0.029244442245808494,0.0,0.8329686551829717,0.11836623182800611,0.005764587841825693,0.0,0.013656082901387983,K_Scratch,K_Scratch
0,4,0,479,0.0027748068924539513,0.0,0.9524250815477704,0.02568026968363103,0.007647058823529411,0.0,0.011472783052614986,K_Scratch,K_Scratch
0,4,0,365,0.18348821241310861,0.0037247839879418826,0.34028666656062606,0.40841170175049657,0.052239753585800956,0.0014273961332784862,0.010421485568747233,K_Scratch,Other_Faults
0,4,0,678,0.000588235294117647,0.0,0.9848001684264189,0.013570779952932578,0.0,0.0,0.0010408163265306122,K_Scratch,K_Scratch
0,4,0,656,0.0016437908496732027,0.0,0.9624291940824585,0.03157574122499702,0.0005555555555555556,0.0,0.0037957182873149253,K_Scratch,K_Scratch
0,4,0,492,0.001176470588235294,0.0,0.9954007202881152,0.0016172869147659064,0.0,0.0,0.0018055222088835534,K_Scratch,K_Scratch
0,4,0,596,0.0,0.0,0.9993301320528211,0.0006290516206482594,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,4,0,627,0.0,0.0,0.9923407910532633,0.006441922031970684,0.0,0.0,0.0012172869147659062,K_Scratch,K_Scratch
0,4,0,475,0.000588235294117647,0.0,0.9965654261704681,0.0022172869147659064,0.0,0.0,0.0006290516206482594,K_Scratch,K_Scratch
0,4,0,494,0.0020441492726122707,0.0,0.9698738496563334,0.013689689260386818,0.004968489535033028,0.0,0.009423822275634385,K_Scratch,K_Scratch
0,4,0,659,0.0,0.0,0.9983252300920369,0.001633953581432573,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,4,0,691,0.0,0.0,0.986978166898535,0.012981016774934106,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,4,0,472,0.0,0.0,0.9977418967587035,0.0016290516206482592,0.0,0.0,0.0006290516206482594,K_Scratch,K_Scratch
0,4,0,412,0.004829131652661064,0.0,0.9803024321197862,0.010575909434226503,0.0017391304347826085,0.0,0.002553396358543418,K_Scratch,K_Scratch
0,4,0,584,0.000588235294117647,0.0,0.9970098706149124,0.002361077764439109,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,4,0,641,0.009256206340336103,0.0005263157894736842,0.8730172073452269,0.07711611485081284,0.012431044188010132,0.0003333333333333333,0.027319778152807013,K_Scratch,K_Scratch
0,4,0,628,0.0,0.0,0.9968752300920367,0.003083953581432573,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,4,0,608,0.0,0.0,0.9979085634253702,0.00205062024809924,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,4,0,424,0.0011437908496732027,0.0,0.994375915517722,0.004126977306073944,0.0,0.0,0.00035331632653061223,K_Scratch,K_Scratch
0,4,0,613,0.0,0.0,0.9951956760375599,0.004763507635909227,0.0,0.0,4.081632653061225e-05,K_Scratch,K_Scratch
0,4,0,48,0.5154625649252256,0.0010512820512820513,0.009231644214296078,0.3992102289390701,0.05113718199169963,0.0024381931841096992,0.021468904694316913,Pastry,Bumps
0,4,0,75,0.37358999458821723,0.0036977813852813856,0.005822362278244631,0.387209275541041,0.07020303933375234,0.14947374898922888,0.01000379788423457,Pastry,Other_Faults
0,4,0,113,0.09203483547170516,0.033304144627727336,0.002892602495543672,0.3047622749454726,0.5463166836987575,0.000689655172413793,0.019999803588379984,Pastry,Pastry
0,4,0,157,0.16221318914358399,0.016098025437141218,0.004165684302984074,0.22895536562089278,0.28352311622372883,0.0009007352941176471,0.3041438839775512,Pastry,Z_Scratch
0,4,0,34,0.17201748385883003,0.035646770410402664,0.05277579247971469,0.3385713559812642,0.3717194025428384,0.00043478260869565214,0.02883441211825433,Pastry,Pastry
0,4,0,133,0.11949875753987053,0.04110000277829231,0.021591971791356027,0.3441566356558198,0.4427604584647198,0.0027408963585434177,0.028151277411398213,Pastry,Pastry
0,4,0,0,0.16417595124159534,0.011550741986771397,0.0030416021671826627,0.3398204029802379,0.3460252183307952,0.0,0.13538608329341742,Pastry,Pastry
0,4,0,76,0.22533970801636866,0.01716802124830313,0.002191055010129344,0.3390466404072113,0.37483426134100106,0.0016488413547237077,0.039771472622262716,Pastry,Pastry
0,4,0,136,0.24810915612867507,0.1955752938360259,0.02742215933422752,0.34019620632106284,0.12316189405571225,0.017002700051844833,0.048532590272451596,Pastry,Other_Faults
0,4,0,82,0.323358041460522,0.0027347437392414905,0.02975487975341437,0.4359305701861432,0.080535037114072,0.10760707984916688,0.02007964789744006,Pastry,Other_Faults
0,4,0,22,0.0764977676807689,0.016609000208766662,0.04286306269392332,0.6549797999620293,0.1867788780070492,0.006485013407703378,0.01578647803975939,Pastry,Other_Faults
0,4,0,155,0.15235306465484227,0.018024215982205553,0.01268349712145084,0.2925027629552915,0.21719933070057476,0.0013839285714285715,0.30585320001420635,Pastry,Z_Scratch
0,4,0,38,0.11613713166423009,0.10291054690513345,0.024287523559878288,0.4293409000970552,0.23492897830833862,0.0012539184952978055,0.09114100097006642,Pastry,Other_Faults
0,4,0,140,0.13106185839586015,0.07696944353395145,0.01904128622250889,0.44661846158849644,0.17073727065056551,0.0009903381642512076,0.15458134144436614,Pastry,Other_Faults
0,4,0,120,0.03224807988443245,0.1599631086140405,0.009850019103519509,0.20884256644968624,0.5467390524402976,0.0,0.042357173508023614,Pastry,Pastry
0,4,0,28,0.09996759485813167,0.10255805001446949,0.09400496556965385,0.2857300004601907,0.3627744745105974,0.0003333333333333333,0.05463158125362358,Pastry,Pastry
0,4,0,211,0.0565730106948914,0.011929062906137444,0.034521857247581195,0.16395791059142514,0.029888861904058997,0.0,0.7031292966559054,Z_Scratch,Z_Scratch
0,4,0,235,0.11367938711003936,0.015984455546091625,0.007404425022525802,0.23972531699777339,0.1269042072602012,0.0,0.4963022080633684,Z_Scratch,Z_Scratch
0,4,0,304,0.05729445376806156,0.0019514365624205441,0.007052740288034406,0.15223592037754183,0.006539315330875433,0.0,0.7749261336730662,Z_Scratch,Z_Scratch
0,4,0,268,0.0904795410041942,0.0032049699027627714,0.0004,0.151727980568898,0.020002447289986423,0.002777777777777778,0.7314072834563804,Z_Scratch,Z_Scratch
0,4,0,313,0.13948198443674026,0.0005,0.010579084967320263,0.21616895266304342,0.027837509740665112,0.024374868226860635,0.5810575999653702,Z_Scratch,Z_Scratch
0,4,0,161,0.04905654758549497,0.021380880605492276,0.003283569850865247,0.20803995980596393,0.15730789963910136,0.0,0.5609311425130822,Z_Scratch,Z_Scratch
0,4,0,239,0.23684241377547963,0.0044343317972350225,0.003791241613822259,0.33860191080628144,0.018376796891934454,0.0033089955280357756,0.39464430958721125,Z_Scratch,Z_Scratch
0,4,0,230,0.09538134685669929,0.002922820886207614,0.0004,0.16205366814751046,0.021102458312299986,0.0018291539537248918,0.7163105518435577,Z_Scratch,Z_Scratch
0,4,0,252,0.03592090316469383,0.009306057799115267,0.006873882010771446,0.15886389989046504,0.023483689661247774,0.0,0.7655515674737061,Z_Scratch,Z_Scratch
0,4,0,332,0.09100633910139862,0.008115040390416712,0.3213226682252476,0.4271726269917716,0.014157683252864475,0.0047173284804863744,0.13350831355781456,Z_Scratch,Other_Faults
0,4,0,257,0.07614253031960193,0.007912700861230273,0.0009007352941176471,0.13258842120284936,0.13172741638458466,0.0,0.6507281959376161,Z_Scratch,Z_Scratch
0,4,0,316,0.07198806946719186,0.003009022176317573,0.002845088566827697,0.15465423207252704,0.004719661761269905,0.0,0.7627839259558655,Z_Scratch,Z_Scratch
0,4,0,306,0.0718294268099255,0.007102487768810679,0.0007019704433497537,0.1437050646229117,0.09979986581708859,0.0,0.6768611845379136,Z_Scratch,Z_Scratch
0,4,0,302,0.11628687324617877,0.0019378100423472471,0.005495619060527782,0.16776197708337012,0.03224795108480933,0.0011111111111111111,0.6751586583716559,Z_Scratch,Z_Scratch
0,4,0,200,0.1017686874116396,0.017776319356729332,0.0026216133004926105,0.16732172773404888,0.1268254872127942,0.0007472826086956522,0.5829388823755994,Z_Scratch,Z_Scratch
0,4,0,273,0.18882596873934868,0.002202380952380952,0.003685340802987862,0.35658566773699313,0.010044402349120345,0.008002690463003262,0.43065354895616564,Z_Scratch,Z_Scratch
0,4,0,183,0.04306230244293974,0.022902656202411324,0.007777582885060555,0.20811834077213834,0.016630283993485272,0.0,0.7015088337039644,Z_Scratch,Z_Scratch
0,4,0,267,0.1477952309318265,0.005636810886704129,0.005380893616187734,0.21738864048208906,0.020665496050798756,0.0013556618819776714,0.601777266150416,Z_Scratch,Z_Scratch
0,4,0,266,0.09192557591416411,0.0006696428571428571,0.00228109243697479,0.10295704265857203,0.012439987999803679,0.0016993464052287583,0.7880273117281139,Z_Scratch,Z_Scratch
0,4,0,750,0.01430015181097978,0.008298531533825653,0.033867405182723534,0.06825091671548726,0.0021701066391468867,0.8633841210129082,0.009728767104928095,Stains,Stains
0,4,0,803,0.03399742923296417,0.001176470588235294,0.025394548115593666,0.08036993358051457,0.005400780002155785,0.8515166259568171,0.002144212523719165,Stains,Stains
0,4,0,781,0.034405845987310224,0.005236842105263158,0.010957736234590456,0.08554446289414003,0.0024849214539617013,0.8575993779276051,0.0037708133971291863,Stains,Stains
0,4,0,757,0.013837780143961422,0.002176470588235294,0.04682034206353054,0.02976566543928643,0.0003333333333333333,0.9049221959079335,0.002144212523719165,Stains,Stains
0,4,0,748,0.013962390859390971,0.0,0.02399159060511473,0.02778157958645352,0.000588235294117647,0.9310123188790446,0.0026638847758783148,Stains,Stains
0,4,0,744,0.02224865768969067,0.0077584245819539936,0.015514916528060965,0.11443579291450398,0.006408568177608426,0.8217334967759949,0.011900143332186676,Stains,Stains
0,4,0,802,0.021459193081027072,0.0010344827586206897,0.030921998739155545,0.046079499057958155,0.002210953346855984,0.8982938730163823,0.0,Stains,Stains
0,5,0,1241,0.3652572365884069,0.016455332705164447,0.0686898847074267,0.46651971401142417,0.059614509329597505,0.00414636446365986,0.019316958194320152,Bumps,Other_Faults
0,5,0,1119,0.36184840318284467,0.0136059782751305,0.037047844013048496,0.4335043347185364,0.13311298074569486,0.007370436185218132,0.013510022879526769,Bumps,Other_Faults
0,5,0,1248,0.5623766147073209,0.027333692123000918,0.027393730178469928,0.3273715207538286,0.0357896466210323,0.013799628779347562,0.005935166836999791,Bumps,Bumps
0,5,0,1174,0.833237278444666,0.002028228715728716,0.007445383246298578,0.1387915228762429,0.008102523038200787,0.0014746827246827246,0.008920380954180388,Bumps,Bumps
0,5,0,956,0.5355515718692254,0.009838351196213992,0.005493402624207578,0.31147055672350776,0.11285556327942466,0.0,0.024790554307420637,Bumps,Bumps
0,5,0,919,0.577255016149458,0.004718750977264909,0.006136726022404639,0.3251396125819134,0.03211117125499465,0.004031298938419681,0.05060742407554487,Bumps,Bumps
0,5,0,1150,0.4298150187304278,0.015038114364787795,0.01241414938927483,0.4816484771086882,0.010692979649013435,0.005752939011452945,0.044638321746355264,Bumps,Other_Faults
0,5,0,1139,0.5995649871296012,0.001176470588235294,0.003993945222620359,0.3176400182901583,0.05416659215880861,0.0,0.023457986610576124,Bumps,Bumps
0,5,0,1133,0.3611608479073168,0.027955880157937554,0.052567120434011766,0.44499927827908065,0.07894689766385621,0.012136665138189789,0.02223331041960735,Bumps,Other_Faults
0,5,0,1141,0.5304551491529876,0.001189655172413793,0.012232565139121925,0.3214602462026668,0.01836255308531921,0.0008711433756805807,0.11542868787180993,Bumps,Bumps
0,5,0,923,0.6651045794791893,0.0009453781512605042,0.00536336367447733,0.24608814808896745,0.03278609706479819,0.0005263157894736842,0.04918611775183325,Bumps,Bumps
0,5,0,1024,0.3671110004902028,0.02695095910672075,0.0030956189129143093,0.3167910567140318,0.23104102498447396,0.0013594470046082948,0.05365089278704801,Bumps,Bumps
0,5,0,933,0.7705723655217376,0.0013585858585858585,0.003694411525293878,0.19089305976361387,0.015882205794830528,0.0022294931378123227,0.015369878398125807,Bumps,Bumps
0,5,0,1124,0.40184225567903425,0.014596894982942903,0.05113845633024592,0.45723681055113125,0.044503546657740936,0.021315681800040398,0.00936635399886435,Bumps,Other_Faults
0,5,0,1114,0.25354204024071914,0.008180723198370259,0.07839746770579377,0.5442960034550233,0.027675086325297756,0.013512908349434128,0.07439577072536156,Bumps,Other_Faults
0,5,0,1088,0.14163491409677906,0.05438195796691317,0.02341652290297704,0.542286936026915,0.20665110338860643,0.007604197357747053,0.024024368260062146,Bumps,Other_Faults
0,5,0,1144,0.5646894717643893,0.00043478260869565214,0.004061475017357371,0.3596494204196665,0.04504242411040019,0.0,0.02612242607949075,Bumps,Bumps
0,5,0,1027,0.6475527026411627,0.009417010662348246,0.0007792207792207792,0.29476386015493977,0.032438277939669066,0.003492063492063492,0.011556864330595874,Bumps,Bumps
0,5,0,1160,0.5579905060248354,0.004589584924879042,0.019593267631567792,0.2955560012197228,0.01495858132087715,0.0,0.10731205887811797,Bumps,Bumps
0,5,0,875,0.12962020204229585,0.05850557538880843,0.026523501408584726,0.3009224472460308,0.4575826341562504,0.00043478260869565214,0.026410857149334093,Bumps,Pastry
0,5,0,868,0.3988221854688436,0.007536706349206349,0.0014761904761904762,0.3912539657536178,0.16669518896474864,0.016138839374133494,0.018076923613259258,Bumps,Bumps
0,5,0,1047,0.586192237586283,0.002309255015137368,0.011240849968842708,0.31981462709535,0.012653551416192217,0.0017106635904589871,0.06607881532773568,Bumps,Bumps
0,5,0,1073,0.5101987864329047,0.0023241106719367587,0.0017523809523809525,0.3508313325935737,0.04665536378944539,0.005619627594627594,0.08261839796513078,Bumps,Bumps
0,5,0,1021,0.19421693508637727,0.03302259086323488,0.00481589615318268,0.42198539734576346,0.2822961024358101,0.0009722222222222221,0.06269085589340911,Bumps,Other_Faults
0,5,0,1186,0.6666477751104606,0.008287821410797102,0.021013144645067275,0.23651019806066287,0.052776363868609275,0.0,0.01476469690440279,Bumps,Bumps
0,5,0,927,0.5374931855305062,0.0003448275862068965,0.025833128052648712,0.20914676587383232,0.04523912306855145,0.0,0.18194296988825429,Bumps,Bumps
0,5,0,1163,0.6885516976909333,0.004041456228956229,0.006567502889216183,0.2597630541834205,0.010665505509441653,0.0026547619047619046,0.027756021593270567,Bumps,Bumps
0,5,0,1025,0.6265360448250151,0.007351803656563989,0.0,0.3060796572732075,0.04400931585028893,0.0011213517665130568,0.014901826628411313,Bumps,Bumps
0,5,0,1175,0.8002510355535448,0.0010917207792207793,0.004715774025627738,0.17493655237771183,0.009317212148017104,0.0011043123543123543,0.00858339276156538,Bumps,Bumps
0,5,0,899,0.5600723537239937,0.0009523809523809524,0.0009523809523809524,0.3175234512707051,0.05393520763978878,0.011845263029133269,0.05471896243161722,Bumps,Bumps
0,5,0,1125,0.12799154001072383,0.042587472490324296,0.04938501821189681,0.7071469140566484,0.03594493770713627,0.005433046597739019,0.03151107092553144,Bumps,Other_Faults
0,5,0,1101,0.21511673772230072,0.015318194320199976,0.02170975550472569,0.5128815030265192,0.13182863880047502,0.026921216997446158,0.07622395362833304,Bumps,Other_Faults
0,5,0,881,0.6742537701840837,0.003201369902027797,0.01957549408564672,0.24931286853873694,0.025317235177782317,0.0010526315789473684,0.02728663053277517,Bumps,Bumps
0,5,0,1099,0.24443208260661828,0.024199687554634385,0.02121473631499758,0.6521819901947039,0.017771868659206377,0.0020263157894736842,0.038173318880365646,Bumps,Other_Faults
0,5,0,1183,0.6616814713540359,0.004885940285204991,0.023213639919071934,0.27885201510766217,0.013167234934936012,0.0009375,0.017262198399088546,Bumps,Bumps
0,5,0,1222,0.6257906299731012,0.007895733414569488,0.0019337231968810913,0.3010368026917115,0.012139271008468669,0.0005,0.05070383971526807,Bumps,Bumps
0,5,0,1038,0.6609964507663048,0.0194309014791575,0.0016997354497354498,0.26311590270597784,0.01926180580685225,0.0027719733577118975,0.03272323043426044,Bumps,Bumps
0,5,0,911,0.27151051044304525,0.025752112184439287,0.0024046323653709053,0.3062058480702063,0.34151718138852416,0.001276315789473684,0.0513333997589403,Bumps,Pastry
0,5,0,1251,0.39108977342845397,0.008585817385424934,0.08538814448180819,0.42223503215567787,0.07267501803230644,0.006020107458187953,0.014006107058140734,Bumps,Other_Faults
0,5,0,1238,0.42818395095259604,0.015577959155951894,0.057209132537668426,0.4120026644012087,0.028305494303521982,0.03789978932467068,0.020821009324382175,Bumps,Bumps
0,5,0,1567,0.1823173615947747,0.021370288131641248,0.0068057783909644155,0.3653540132826044,0.15610460990268263,0.0005555555555555556,0.2674923931417771,Other_Faults,Other_Faults
0,5,0,1648,0.14099045545548947,0.0034283683610296513,0.01880281508301129,0.21013694722868773,0.043082454259259405,0.5824015963586653,0.0011573632538569426,Other_Faults,Stains
0,5,0,1300,0.0554364012940911,0.01804400863988445,0.006498427495572306,0.6125045343600406,0.2854367188718901,0.0006666666666666666,0.021413242671854547,Other_Faults,Other_Faults
0,5,0,1840,0.10357338314260427,0.021504279182725346,0.10149160894787884,0.6625677415909881,0.03727773398257271,0.002749706744868035,0.07083554640836282,Other_Faults,Other_Faults
0,5,0,1687,0.12376116044877007,0.011432315841138121,0.07708824166419326,0.6420092256597714,0.02048795699685463,0.03224172129204965,0.09297937809722275,Other_Faults,Other_Faults
0,5,0,1441,0.4036153546707344,0.005833856531118195,0.0004761904761904762,0.4271081144040813,0.15182567035469685,0.0008333333333333333,0.010307480229845288,Other_Faults,Other_Faults
0,5,0,1502,0.055634813002079744,0.01364779141028078,0.06875378473054178,0.6698369706036645,0.13174155495552092,0.00043478260869565214,0.05995030268921639,Other_Faults,Other_Faults
0,5,0,1861,0.36946752858815235,0.0017558006710930245,0.008077158368779262,0.493555198770216,0.08481558046936957,0.0,0.04232873313238952,Other_Faults,Other_Faults
0,5,0,1306,0.06168134373071176,0.030573433336095423,0.003564381149761254,0.5915629122992286,0.2842131888162922,0.0003333333333333333,0.028071407334577407,Other_Faults,Other_Faults
0,5,0,1622,0.18764664483945276,0.051893511310227104,0.0044676311820274674,0.6684735501957557,0.04054949288027875,0.010553538841565391,0.036415630750692554,Other_Faults,Other_Faults
0,5,0,1404,0.2840506895758642,0.008841652242803139,0.11664508443098917,0.5321096327455087,0.03151921682833188,0.020068263556998582,0.006765460619504111,Other_Faults,Other_Faults
0,5,0,1826,0.15010196946442061,0.05149510335568487,0.028525894813820504,0.5588147538991457,0.061000633080536486,0.10841467304290302,0.04164697234348878,Other_Faults,Other_Faults
0,5,0,1911,0.1291444889607397,0.0029715967602377334,0.176266420003323,0.5425636191168145,0.009627802670206098,0.004061814923023792,0.13536425756565496,Other_Faults,Other_Faults
0,5,0,1527,0.21035944566404768,0.008089371898627101,0.061083201919396896,0.4969808493663909,0.20641297326079258,0.00602930569524531,0.011044852195499454,Other_Faults,Other_Faults
0,5,0,1829,0.07403272449069098,0.007999048064467974,0.0965307112050058,0.7370174223988164,0.040627952496235,0.0038378916499459794,0.03995424969483764,Other_Faults,Other_Faults
0,5,0,1378,0.3250987314813284,0.06842589129757654,0.011736274127929108,0.5222859129051617,0.023254681403101468,0.007472517712222261,0.04172599107268062,Other_Faults,Other_Faults
0,5,0,1808,0.1959835448723941,0.003718986633990233,0.015418758754192121,0.23034886962687107,0.07467671308454218,0.00043478260869565214,0.47941834441931425,Other_Faults,Z_Scratch
0,5,0,1436,0.44999599799693074,0.00035714285714285714,0.0016724254269626319,0.44597837223213077,0.08950848150971272,0.0007142857142857143,0.011773294262834718,Other_Faults,Bumps
0,5,0,1709,0.06315081351107976,0.03046596733870751,0.1621658506962717,0.6213136021147192,0.06089754621280332,0.0,0.06200622012641815,Other_Faults,Other_Faults
0,5,0,1917,0.10162891692935705,0.003960152266034619,0.11196234692576486,0.6592926046907986,0.01554688504153903,0.016913221491924695,0.09069587265458112,Other_Faults,Other_Faults
0,5,0,1341,0.5585229419514475,0.030277160725670157,0.013215077077150132,0.28569302478524244,0.05124461712816389,0.05070976407868688,0.010337414253638764,Other_Faults,Bumps
0,5,0,1580,0.09349268165677058,0.03073696761934863,0.003097167169747815,0.5799308225981546,0.0878719904037723,0.0,0.20487037055220556,Other_Faults,Other_Faults
0,5,0,1422,0.49662597770018574,0.003406904648113088,0.002557429130009775,0.4169499420275395,0.032220119462093987,0.003151266424444174,0.04508836060761399,Other_Faults,Bumps
0,5,0,1905,0.05664881698645056,0.01636235445147859,0.019740541094486575,0.2130166937164965,0.023235073618485567,0.6630475501698164,0.007948969962785752,Other_Faults,Stains
0,5,0,1303,0.0964974769162542,0.011687744068424521,0.02079632165905647,0.6307684404269369,0.21028876796971166,0.0020346284462663773,0.027926620513349775,Other_Faults,Other_Faults
0,5,0,1578,0.11415633581875655,0.029266489967667994,0.004454856044812808,0.4683383415236505,0.2384583462672791,0.0,0.1453256303778328,Other_Faults,Other_Faults
0,5,0,1664,0.39220295344237693,0.002163009404388715,0.022785668750456543,0.45763422262690184,0.09224678589199732,0.0008695652173913043,0.03209779466648723,Other_Faults,Other_Faults
0,5,0,1310,0.11108669490186976,0.007400819684273608,0.004377782460946762,0.3863709951987535,0.2176664093746182,0.0,0.27309729837953817,Other_Faults,Other_Faults
0,5,0,1688,0.0827905113849709,0.020435006036151025,0.05154948863388462,0.5167638117575899,0.21546924247826918,0.000754985754985755,0.11223695395414861,Other_Faults,Other_Faults
0,5,0,1491,0.07170911492822496,0.014277805924256298,0.023205891059592188,0.6761036441668952,0.1756746838332828,0.00037037037037037035,0.03865848971737782,Other_Faults,Other_Faults
0,5,0,1280,0.23671203390609422,0.020014475864407168,0.005088198716096578,0.4282098703782413,0.27880203169593676,0.00030303030303030303,0.030870359136193525,Other_Faults,Other_Faults
0,5,0,1504,0.04917068004556986,0.03290600254947985,0.11209770735926071,0.5886805633064575,0.08988066235477955,0.00041666666666666664,0.1268477177177859,Other_Faults,Other_Faults
0,5,0,1718,0.1587453279064671,0.003119981325863679,0.07383910172052247,0.7054439087364929,0.035524268598096966,0.008054529446824842,0.015272882265732163,Other_Faults,Other_Faults
0,5,0,1322,0.09030970062467471,0.02983412986096119,0.03161614660803878,0.6952652731566101,0.11089576957469034,0.010637551990493169,0.031441428184531765,Other_Faults,Other_Faults
0,5,0,1324,0.04617722380411328,0.0031155940746204437,0.02439377761333045,0.9041947097408063,0.005356333727124803,0.003263914261356717,0.013498446778647855,Other_Faults,Other_Faults
0,5,0,1305,0.055113091919739496,0.014230498962113314,0.0133779911766272,0.6535514289070504,0.22524595943281706,0.0015559947299077733,0.03692503487174462,Other_Faults,Other_Faults
0,5,0,1706,0.04513596416931932,0.02366850334603414,0.0355391162901505,0.7352954593172599,0.12680883140552854,0.0007703703703703705,0.03278175510133714,Other_Faults,Other_Faults
0,5,0,1921,0.08158059568000021,0.013334721215603569,0.04640738268390719,0.7792636948150031,0.0025834754191531683,0.012800300552461006,0.06402982963387151,Other_Faults,Other_Faults
0,5,0,1746,0.19619865161822786,0.001413151119033472,0.0021787330316742084,0.5423517427150156,0.07191509673616808,0.01047750781472009,0.17546511696516054,Other_Faults,Other_Faults
0,5,0,1571,0.5004212925341062,0.002376470588235294,0.010195711183926504,0.3963739405796162,0.05923994910299962,0.001630512908975907,0.02976212310213994,Other_Faults,Bumps
0,5,0,1480,0.0647980424989772,0.008537535476452118,0.06753430840923816,0.7471547058333424,0.05430324803094653,0.0017647058823529412,0.05590745386869056,Other_Faults,Other_Faults
0,5,0,1467,0.29046616270772335,0.0103234912846607,0.06581427657321658,0.536532495049904,0.06286595667990232,0.016620320882357806,0.01737729682223528,Other_Faults,Other_Faults
0,5,0,1924,0.13787941013931632,0.009508120507181039,0.12968615645775022,0.5848503388139809,0.0349633062001195,0.0007142857142857143,0.10239838216736637,Other_Faults,Other_Faults
0,5,0,1686,0.12213310731655046,0.016834339858420408,0.08656784354067427,0.6055042924012859,0.031192156124164646,0.039194095933073284,0.09857416482583103,Other_Faults,Other_Faults
0,5,0,1615,0.34412380017078914,0.017970129030548586,0.04551464016393556,0.4709359737908562,0.020058221384110227,0.02201593703505132,0.07938129842470883,Other_Faults,Other_Faults
0,5,0,1536,0.4329458877622991,0.009463359452181215,0.020492649765675622,0.3559983673424468,0.010890299886109643,0.002431318681318681,0.16777811710996915,Other_Faults,Bumps
0,5,0,1455,0.35819106710121856,0.024156124115538847,0.019221697670122762,0.44588112753843306,0.10074838307095986,0.04306875204382148,0.00873284845990552,Other_Faults,Other_Faults
0,5,0,1940,0.5431215954995623,0.0043101945206140795,0.004785716501679499,0.3767818231253785,0.006283844615867942,0.005941319163716189,0.058775506573181556,Other_Faults,Bumps
0,5,0,1538,0.16290595922133186,0.03172716750260059,0.0032924836601307193,0.7353924132398889,0.02157005912919694,0.02707205586757457,0.018039861379276392,Other_Faults,Other_Faults
0,5,0,1368,0.37006628482743026,0.03705573466547301,0.0008116883116883116,0.5131650539221009,0.011053747799386686,0.014008653269684581,0.05383883720423624,Other_Faults,Other_Faults
0,5,0,1864,0.14179853618299162,0.03644479140432102,0.005221343314297474,0.7700833376401627,0.019778944788772134,0.011534939304844304,0.015138107364610793,Other_Faults,Other_Faults
0,5,0,1407,0.43442450114753106,0.0022860166793990323,0.011499208379003777,0.485432992509949,0.050302053801801444,0.0019509863123993556,0.014104241169916445,Other_Faults,Other_Faults
0,5,0,1530,0.31029286153268215,0.003989420838256482,0.007253744842712065,0.2920856615435049,0.15444451084660216,0.0018543474501666352,0.23007945294607557,Other_Faults,Bumps
0,5,0,1376,0.09350960840208714,0.0030982905982905986,0.24174285764105252,0.5762746991063876,0.020038366157157383,0.0011904761904761904,0.06414570190454842,Other_Faults,Other_Faults
0,5,0,1802,0.270895226980258,0.004497354497354497,0.00030303030303030303,0.5483193922624305,0.12718474035717325,0.007399376197571424,0.041400879402181824,Other_Faults,Other_Faults
0,5,0,1882,0.28545220201036187,0.009199048608350647,0.007453044206188224,0.5040976989108601,0.02703201810108569,0.01744656029343242,0.14931942786972105,Other_Faults,Other_Faults
0,5,0,1783,0.0766792243878114,0.05028037046803661,0.11017284080898067,0.6392266392517306,0.04508373584248324,0.00792480063795853,0.07063238860299866,Other_Faults,Other_Faults
0,5,0,1565,0.1468798285467861,0.007644672063011103,0.2843564539186,0.4938664617859149,0.010724255450616029,0.0034118484350261842,0.05311647980004558,Other_Faults,Other_Faults
0,5,0,1490,0.054404507412682344,0.0250662109782734,0.04429695875264298,0.7649362123052882,0.0695286644202561,0.0017647058823529412,0.0400027402485038,Other_Faults,Other_Faults
0,5,0,1363,0.07514107259450671,0.00892586340862203,0.22235268994579316,0.628564941281145,0.044353571326808484,0.0019242165242165244,0.018737644918907538,Other_Faults,Other_Faults
0,5,0,1383,0.14003287236709963,0.006683006535947713,0.11056750544505141,0.6439204834290527,0.018428979820526464,0.0015476190476190477,0.07881953335470242,Other_Faults,Other_Faults
0,5,0,1817,0.25419982158035326,0.0917871388175383,0.009426554866187991,0.3887544937207795,0.20387398045057786,0.01138791356733358,0.04057009699722947,Other_Faults,Other_Faults
0,5,0,1344,0.15244599209972923,0.11730276292823077,0.014006040718121822,0.3777894987707768,0.2664867796784025,0.0035648880105401846,0.0684040377941988,Other_Faults,Other_Faults
0,5,0,1281,0.201349048132083,0.03178828808634178,0.00578196240771306,0.33508966038000865,0.3955352416801323,0.0,0.030455799313721155,Other_Faults,Pastry
0,5,0,1883,0.2319834829322782,0.14641391382998528,0.005153594771241829,0.5163603716839003,0.0581568182489609,0.010879677282042692,0.031052141251590573,Other_Faults,Other_Faults
0,5,0,1681,0.17271230344777525,0.08653607445221874,0.02465760751466682,0.5218063933664907,0.14060570833771122,0.007862772181846518,0.04581914069929052,Other_Faults,Other_Faults
0,5,0,1848,0.07826646994031822,0.028654460268630406,0.041040526291268684,0.7187721870102561,0.07357735563436392,0.002587513061650992,0.05710148779351181,Other_Faults,Other_Faults
0,5,0,824,0.15673319982982517,0.45012279532772914,0.0032699483591537566,0.25035919098567555,0.12398857038489677,0.0016376167691957164,0.013888678343523898,Dirtiness,Dirtiness
0,5,0,817,0.060826454125539026,0.2211559996381826,0.018101572731048433,0.25863038679894484,0.4197148245827272,0.002229442970822281,0.019341319152735504,Dirtiness,Pastry
0,5,0,831,0.26736874589671583,0.1355984492504338,0.005383325394935304,0.4927115672386288,0.04687142196177789,0.024829914273761137,0.027236575983747027,Dirtiness,Other_Faults
0,5,0,837,0.19636352135267465,0.01188390644833682,0.022925415104840002,0.39902840719913013,0.15284568823540765,0.0,0.21695306165961042,Dirtiness,Other_Faults
0,5,0,855,0.033925781993299584,0.6617835243594841,0.008316525448344601,0.1385993381115531,0.13315949414953823,0.0008695652173913043,0.02334577072038906,Dirtiness,Dirtiness
0,5,0,838,0.33194046368590757,0.006181183181076423,0.02461343859619652,0.423759515350783,0.10321056249325826,0.001901588120628368,0.10839324857214974,Dirtiness,Other_Faults
0,5,0,612,0.00037320574162679425,0.0,0.9522051072669571,0.045615232352143764,0.0006584107327141382,0.0,0.0011480439065578384,K_Scratch,K_Scratch
0,5,0,440,0.0032027906757489334,0.0,0.9829562876242176,0.006921363954480214,0.0004150030248033878,0.0,0.006504554720749873,K_Scratch,K_Scratch
0,5,0,474,0.0004150030248033878,0.0,0.9986436781609194,0.00042105263157894734,7.017543859649122e-05,0.0,0.0004500907441016334,K_Scratch,K_Scratch
0,5,0,611,0.0008547908232118759,0.0,0.9874577045029124,0.010985750287910741,0.0005964912280701754,0.0,0.00010526315789473683,K_Scratch,K_Scratch
0,5,0,615,7.017543859649122e-05,0.0,0.996577915376677,0.0026501547987616103,0.0005964912280701754,0.0,0.00010526315789473683,K_Scratch,K_Scratch
0,5,0,727,0.031592356280861204,0.0042297661770278406,0.7007591166547701,0.2358995664057193,0.017757361355344097,0.0,0.009761833126276742,K_Scratch,K_Scratch
0,5,0,397,0.02644493254709972,0.0038849385908209435,0.7334621171592491,0.20256250531200043,0.021873782459594815,0.0,0.011771723931233958,K_Scratch,K_Scratch
0,5,0,486,0.0004150030248033878,0.0009728506787330317,0.9598955635304517,0.021431610700960543,0.010952528379772961,0.0,0.006332443685278104,K_Scratch,K_Scratch
0,5,0,425,0.07311024234119862,0.010269968461270372,0.20975480225955961,0.5412498658197938,0.030570287292251322,0.005553679653679653,0.12949115417224644,K_Scratch,Other_Faults
0,5,0,543,0.0018918073171543658,0.0,0.9903784608418147,0.005467006717025443,7.017543859649122e-05,0.0,0.002192549685408968,K_Scratch,K_Scratch
0,5,0,651,0.0006584107327141382,0.0,0.9959540763673889,0.0032120743034055725,7.017543859649122e-05,0.0,0.00010526315789473683,K_Scratch,K_Scratch
0,5,0,725,0.014358481597989367,0.002352941176470588,0.8448531778428928,0.091379163569573,0.013478346121057118,0.0,0.033577889692016985,K_Scratch,K_Scratch
0,5,0,690,7.017543859649122e-05,0.0,0.9853471827284825,0.014407203236429553,7.017543859649122e-05,0.0,0.00010526315789473683,K_Scratch,K_Scratch
0,5,0,735,0.05651273577172972,0.00142512077294686,0.6702107749970785,0.21158447742951683,0.02781749684361257,0.0,0.03244939418511527,K_Scratch,K_Scratch
0,5,0,688,0.11110621126715813,0.00955542513802896,0.21670603023424206,0.5077253659357175,0.016236297366569865,0.011144422532093561,0.12752624752619007,K_Scratch,Other_Faults
0,5,0,664,0.0009614410357444414,0.0,0.9558175512945646,0.04147647253506252,0.0005964912280701754,0.0,0.0011480439065578384,K_Scratch,K_Scratch
0,5,0,398,0.003414997941100215,0.000588235294117647,0.9638599666822221,0.023344558549030302,0.0023904018799976393,0.0,0.006401839653531765,K_Scratch,K_Scratch
0,5,0,706,0.0025726942326753876,0.0,0.9156100877636963,0.07942252807023803,0.0006584107327141382,0.0,0.0017362792006754856,K_Scratch,K_Scratch
0,5,0,618,7.017543859649122e-05,0.0,0.9971042311661507,0.00265015479876161,7.017543859649122e-05,0.0,0.00010526315789473683,K_Scratch,K_Scratch
0,5,0,435,0.0028027906757489337,0.0,0.9567292186147953,0.024373362935890958,0.005465423192870614,0.0,0.010629204580693854,K_Scratch,K_Scratch
0,5,0,437,0.005500559438426419,0.0,0.967893056354698,0.01744423977147368,0.002669904985587701,0.0,0.006492239449813914,K_Scratch,K_Scratch
0,5,0,393,0.005691175274203545,0.000588235294117647,0.9452739985706373,0.03132820361996189,0.005821774429017247,0.0,0.011296612812062037,K_Scratch,K_Scratch
0,5,0,457,0.00047017543859649124,0.0,0.9964650793650793,0.0018654970760233916,0.0007368421052631578,0.0,0.00046240601503759395,K_Scratch,K_Scratch
0,5,0,428,0.006108112804600474,0.0,0.9628488179696889,0.020606704757468078,0.0033365716522543677,0.0,0.007099792815987969,K_Scratch,K_Scratch
0,5,0,720,0.03338022833998201,0.0003448275862068965,0.705921833016457,0.23170424818283664,0.010821980492027499,0.0,0.017826882382489716,K_Scratch,K_Scratch
0,5,0,359,0.04979412598964026,0.0,0.701609243730895,0.22268952065921988,0.01991800563857127,0.005512913505483166,0.0004761904761904762,K_Scratch,K_Scratch
0,5,0,732,0.05132511393605744,0.0005555555555555556,0.5599779486915597,0.3017846777171797,0.0365829559604817,0.0,0.04977374813916555,K_Scratch,K_Scratch
0,5,0,661,0.00047017543859649124,0.0,0.968562614943349,0.030791771021563042,7.017543859649122e-05,0.0,0.00010526315789473683,K_Scratch,K_Scratch
0,5,0,593,0.055295735567930555,0.0028205128205128203,0.6956744586204975,0.18728337110365623,0.00796754900609265,0.0007407407407407407,0.05021763214056911,K_Scratch,K_Scratch
0,5,0,654,0.042163115051496496,0.007456709659085701,0.06219885092845012,0.12337022566455874,0.014192023006392586,0.7075184673315126,0.0431006083585031,K_Scratch,Stains
0,5,0,630,0.0006584107327141382,0.0,0.9916862745098038,0.004538699690402477,0.0018348813209494324,0.0,0.001281733746130031,K_Scratch,K_Scratch
0,5,0,360,0.026295156719590023,0.0009523809523809524,0.7910586521723332,0.1608550358904594,0.012119476019622327,0.008719298245614033,0.0,K_Scratch,K_Scratch
0,5,0,734,0.06271043974436975,0.002320261437908497,0.6774453334166278,0.20879569418721364,0.02319437630641208,0.0,0.02553389490746766,K_Scratch,K_Scratch
0,5,0,576,0.0006584107327141382,0.0,0.979764536117477,0.01600589262818365,0.0018348813209494324,0.0,0.0017362792006754856,K_Scratch,K_Scratch
0,5,0,388,0.28113704524526184,0.0024080465587044534,0.10443930707801959,0.47026597122269315,0.11876273569323129,0.006038400603138454,0.016948493598951266,K_Scratch,Other_Faults
0,5,0,377,0.026151926734995116,0.0,0.8059969637735723,0.15045158845451354,0.010452428240990637,0.00694709279592844,0.0,K_Scratch,K_Scratch
0,5,0,723,0.04047256697368463,0.004364435429344151,0.5948323916904092,0.30064986898299717,0.025258938519150356,0.0,0.034421798404414054,K_Scratch,K_Scratch
0,5,0,550,0.011455913997709663,0.0003448275862068965,0.8627489996621263,0.11008523124295883,0.007822330486809394,0.0,0.007542697024188477,K_Scratch,K_Scratch
0,5,0,709,0.0019844589385577403,0.0,0.919222455787829,0.07639839534022294,0.0006584107327141382,0.0,0.0017362792006754856,K_Scratch,K_Scratch
0,5,0,145,0.051378300254401,0.1011121837510022,0.1503327432638671,0.36440296987042076,0.2656860089316248,0.000588235294117647,0.0664995586345663,Pastry,Other_Faults
0,5,0,115,0.05501665840502229,0.03368943845550806,0.012840335103492998,0.2615201553584539,0.6177451501589188,0.0,0.019188262518603758,Pastry,Pastry
0,5,0,1,0.24860018056467656,0.03212744929607383,0.003263218223956764,0.36215575846994513,0.3044723299373271,0.009286634460547503,0.04009442904747293,Pastry,Other_Faults
0,5,0,111,0.15656687709774944,0.03941176623590757,0.021360493961141227,0.3772729817700399,0.35389780369435675,0.006993616933441526,0.04449646030736365,Pastry,Other_Faults
0,5,0,51,0.14203263543416764,0.011774772053765781,0.0034127731277298905,0.3645274651125241,0.3094332294209233,0.0,0.16881912485088907,Pastry,Other_Faults
0,5,0,43,0.08373375228239402,0.06350502653077707,0.011886443916968702,0.22938707197320057,0.6032196631527201,0.0003448275862068965,0.007923214557732592,Pastry,Pastry
0,5,0,65,0.16570753998345772,0.0361800306240675,0.0025292207792207795,0.2939175749688692,0.46194621479546716,0.0,0.039719418848917346,Pastry,Pastry
0,5,0,97,0.09013064027492852,0.16651151971824724,0.008208343849964743,0.4395752923227306,0.26494051785075257,0.00559617194399803,0.025037514039378247,Pastry,Other_Faults
0,5,0,135,0.09852342104879705,0.020199555718267072,0.08756423221862714,0.4637166160077652,0.20778147380351264,0.0,0.12221470120303092,Pastry,Other_Faults
0,5,0,3,0.1397851358850487,0.1039115834564856,0.009354932176900138,0.5591953605118853,0.13692269605117485,0.008483542092939007,0.04234674982556637,Pastry,Other_Faults
0,5,0,116,0.07437804697116021,0.029456754224229078,0.011258212375859436,0.377858283482192,0.49440299417392675,0.0,0.012645708772632366,Pastry,Pastry
0,5,0,107,0.16511813484020427,0.10376533433682045,0.009045945180629445,0.2777511490082707,0.431485657852049,0.0010049019607843138,0.011828876821241665,Pastry,Pastry
0,5,0,103,0.08590291379319381,0.11594652310545099,0.016525454490914356,0.36927587873429707,0.37355459908222094,0.00045454545454545455,0.0383400853393773,Pastry,Pastry
0,5,0,92,0.10899521499199598,0.044812386531513086,0.0344965608276915,0.3194077077343829,0.4286939771440146,0.0017022936495553129,0.061891859120846444,Pastry,Pastry
0,5,0,123,0.09983692359129877,0.024415140538410575,0.008179637778359396,0.3132708372047271,0.5395066585069227,0.00041666666666666664,0.014374135713614733,Pastry,Pastry
0,5,0,124,0.07454227536059792,0.0201080641002795,0.013325735887159636,0.5842586330520512,0.25207158593319634,0.0007878787878787879,0.054905826878836356,Pastry,Other_Faults
0,5,0,327,0.16117006952532661,0.0010427807486631017,0.0014896260997067448,0.208669204108884,0.07160839709617375,0.0,0.5560199224212459,Z_Scratch,Z_Scratch
0,5,0,182,0.07354949817897453,0.0005263157894736842,0.0076914130285586964,0.17343451430540974,0.00619370580213224,0.0007919254658385093,0.7378126274296125,Z_Scratch,Z_Scratch
0,5,0,220,0.08452375732830567,0.002032876221517195,0.01515557905468263,0.10299962081204769,0.015204834023313778,0.0,0.7800833325601328,Z_Scratch,Z_Scratch
0,5,0,224,0.10479207337694957,0.00463030303030303,0.02589453606330205,0.16403556638545505,0.048197078279062895,0.0013657407407407407,0.6510847021241867,Z_Scratch,Z_Scratch
0,5,0,330,0.11285632097483994,0.01156076426602928,0.19781633304116913,0.5253964774889726,0.03074617659347789,0.001590909090909091,0.12003301854460202,Z_Scratch,Other_Faults
0,5,0,281,0.1519029335835774,0.000588235294117647,0.0029675456389452333,0.2092548356062908,0.014405269946515798,0.0010526315789473684,0.6198285483516056,Z_Scratch,Z_Scratch
0,5,0,236,0.22830359974312106,0.03936541923892745,0.0011442006269592477,0.28221918247102457,0.16038542247301193,0.004949282445776134,0.28363289300117933,Z_Scratch,Z_Scratch
0,5,0,271,0.262398668200316,0.0036173777912908347,0.004004822087986388,0.37277329558728345,0.014917476612393737,0.005455210424250671,0.3368331492964789,Z_Scratch,Other_Faults
0,5,0,259,0.0384001613490262,0.027103622330934645,0.011141993410636566,0.23085745046688225,0.12356571472308725,0.0,0.5689310577194331,Z_Scratch,Z_Scratch
0,5,0,260,0.4019913881535145,0.0017878787878787877,0.002170576563958917,0.30482290375995524,0.003979919125080415,0.005193639291465379,0.2800536943181467,Z_Scratch,Bumps
0,5,0,340,0.0634734708505208,0.1445760413410576,0.03459798672905994,0.44295807421067424,0.19756388722190682,0.00037037037037037035,0.11646016927641009,Z_Scratch,Other_Faults
0,5,0,291,0.057233906179038174,0.000588235294117647,0.002352941176470588,0.1855881047789035,0.006338673096354319,0.005454545454545454,0.7424435940205698,Z_Scratch,Z_Scratch
0,5,0,319,0.07229710898145339,0.00862116057554298,0.013145093844546594,0.24906992382117768,0.02300602662588815,0.0029329004329004325,0.6309277857184905,Z_Scratch,Z_Scratch
0,5,0,339,0.15810899518231225,0.08558713863930223,0.009726940668260055,0.4722815266951894,0.1455532710653123,0.0042101823512207025,0.12453194539840283,Z_Scratch,Other_Faults
0,5,0,314,0.06267304915665567,0.000588235294117647,0.00037037037037037035,0.13978905585911622,0.008780386461822604,0.0,0.7877989028579173,Z_Scratch,Z_Scratch
0,5,0,292,0.09435131789585814,0.000588235294117647,0.000988235294117647,0.1218909640807862,0.021986054720815672,0.0,0.7601951927143042,Z_Scratch,Z_Scratch
0,5,0,263,0.10945093857238772,0.00402083717499539,0.03560207877204782,0.1732208565248079,0.0443836228685967,0.0007407407407407407,0.6325809253464236,Z_Scratch,Z_Scratch
0,5,0,256,0.06364455377134287,0.0,0.0,0.06915249448023114,0.01679645503325249,0.0,0.850406496715173,Z_Scratch,Z_Scratch
0,5,0,186,0.07113568084527619,0.003657407407407407,0.004566176470588236,0.1578912214508462,0.04372645717278863,0.0,0.719023056653093,Z_Scratch,Z_Scratch
0,5,0,800,0.020834332983763724,0.001,0.01341583747566531,0.0350599493846811,0.005975692117347097,0.919381084709234,0.004333103329308263,Stains,Stains
0,5,0,805,0.16379227331300292,0.023178151242124592,0.017740841796113047,0.19169170750413186,0.018480557809447604,0.5637249573046996,0.021391511030480367,Stains,Stains
0,5,0,779,0.020765227216448197,0.0,0.019580249784498835,0.050042719754346224,0.0023324998015400496,0.9062793034431665,0.001,Stains,Stains
0,5,0,745,0.020666109149480236,0.0,0.019332344064408848,0.05514139460890341,0.004745643520566121,0.8997145086566412,0.0004,Stains,Stains
0,5,0,743,0.019621824194668968,0.0,0.023966811992994413,0.050746216435397076,0.0059067294934168,0.8997584178835225,0.0,Stains,Stains
0,5,0,785,0.012289440334999213,0.0,0.018374388921362422,0.028862641924708887,0.0021789768538994546,0.9361180813767943,0.002176470588235294,Stains,Stains
0,5,0,807,0.036121482655792646,0.004634502923976608,0.023422187919616907,0.1679629358896172,0.007283071914335231,0.7484027795069805,0.012173039189680405,Stains,Stains
0,6,0,901,0.6067460429831683,0.003357081429062853,0.0,0.32239241919775824,0.043569107245566056,0.003533798502838751,0.02040155064160592,Bumps,Bumps
0,6,0,1029,0.6286149623743565,0.013247774053613097,0.0042783232591282125,0.26715638106275447,0.03891239494680721,0.0,0.047790164303340175,Bumps,Bumps
0,6,0,1077,0.45932093230382365,0.020834202001051728,0.03926417640904728,0.3409651681687361,0.08400298959460098,0.03275731298616176,0.022855218536578153,Bumps,Bumps
0,6,0,952,0.20745385823998103,0.05070454194849036,0.017193289902283124,0.49618445278089823,0.10380306470879283,0.0,0.12466079241955433,Bumps,Other_Faults
0,6,0,905,0.580060574211797,0.0014156438527147908,0.0015166539537248918,0.2792904312667609,0.10580774931179271,0.0004761904761904762,0.03143275692701927,Bumps,Bumps
0,6,0,1066,0.2237568515097875,0.038717292690973605,0.01219214371965795,0.6487628882684517,0.05205560294495043,0.004627926461168246,0.019887294405010573,Bumps,Other_Faults
0,6,0,975,0.42234815273435017,0.04403389588431903,0.01660429155343343,0.33172969702743293,0.05651173201665461,0.06199028641253959,0.06678194437126994,Bumps,Bumps
0,6,0,1266,0.39980900655024976,0.005918096507301903,0.004981302755215799,0.42263654325581324,0.027208265664159584,0.000588235294117647,0.1388585499731422,Bumps,Other_Faults
0,6,0,1016,0.5234149601649355,0.00240445199019053,0.019085841553527313,0.41146139440774254,0.03475749079188686,0.0,0.008875861091717332,Bumps,Bumps
0,6,0,1123,0.4233655916684193,0.014377434335115558,0.026765643066086153,0.3822589141376191,0.13935147992076374,0.004461883514089397,0.009419053357906554,Bumps,Bumps
0,6,0,889,0.39564000256728976,0.00892270288553257,0.017054735464796657,0.3488555031390536,0.013354148143887643,0.0,0.21617290779944004,Bumps,Bumps
0,6,0,1061,0.5106669525648144,0.002272786709857648,0.028392418336380426,0.37761219176086164,0.04407299632460889,0.00037037037037037035,0.036612283933106594,Bumps,Bumps
0,6,0,1168,0.5546905031342926,0.0015864889496468443,0.011133232889639674,0.35620884232594663,0.017542684562747508,0.0007225806451612904,0.05811566749256546,Bumps,Bumps
0,6,0,1224,0.7417507361471053,0.008495917614150432,0.0024822297679683077,0.20165239913143612,0.020841788360531032,0.0007448275862068965,0.024032101392601438,Bumps,Bumps
0,6,0,1147,0.674395128515139,0.0012,0.012073772227708963,0.27995761717156636,0.012594525846166594,0.000588235294117647,0.019190720945301623,Bumps,Bumps
0,6,0,994,0.27821680863116544,0.09160176576330878,0.014961303735096066,0.4567839640580362,0.03804555723319521,0.004258943341604632,0.11613165723759362,Bumps,Other_Faults
0,6,0,1018,0.580143580977474,0.002023017902813299,0.0020666666666666667,0.3684820212431672,0.03036340601915913,0.0017320964060094494,0.01518921078471028,Bumps,Bumps
0,6,0,873,0.17752471725145694,0.020870484069490654,0.02281151632592804,0.3154684870304586,0.4546064337531634,0.0008680555555555555,0.007850306013946987,Bumps,Pastry
0,6,0,1109,0.1446301407369969,0.059297701371008885,0.010115773310669637,0.5111139559569043,0.15997419355715745,0.0017222222222222222,0.11314601284504038,Bumps,Other_Faults
0,6,0,904,0.8144029249456862,0.0011437908496732027,0.0007294429708222811,0.15827265227407497,0.014912767220663321,0.0008333333333333333,0.0097050884057463,Bumps,Bumps
0,6,0,1235,0.652570375473169,0.016464323606994655,0.0018372888743598125,0.27443250200441627,0.02947919576151278,0.0,0.02521631427954751,Bumps,Bumps
0,6,0,1040,0.3575583307374468,0.008437591268044558,0.0051778028734550475,0.42437248045717724,0.17289457623969123,0.016134453781512605,0.0154247646426725,Bumps,Other_Faults
0,6,0,1228,0.7935937773074396,0.007097253023766997,0.0,0.17822774268540229,0.007332410066457772,0.0004,0.013348816916932882,Bumps,Bumps
0,6,0,1158,0.648229129291371,0.004110779882256962,0.012058171648305837,0.22104438141564486,0.029744278083557132,0.0,0.08481325967886394,Bumps,Bumps
0,6,0,1203,0.23848881048483697,0.03487749717309535,0.02351128318675296,0.59590157217871,0.02489329550003362,0.0021686940905394415,0.08015884738603198,Bumps,Other_Faults
0,6,0,997,0.42030286091886465,0.0034607737214348623,0.0,0.38876187203558316,0.1607851753614559,0.0,0.026689317962661375,Bumps,Bumps
0,6,0,1041,0.1509370341847122,0.004817899491812535,0.015169311930377329,0.3032078828922049,0.06144798901540978,0.4553248406313889,0.009095041854094217,Bumps,Stains
0,6,0,1084,0.5172320556159938,0.009291619044219972,0.047106198827226574,0.3230940140595323,0.09461932869874032,0.006093369034332032,0.002563414719954967,Bumps,Bumps
0,6,0,1012,0.3136280370187925,0.05235981800530325,0.0019726442140235246,0.4700749073220439,0.09222292704091341,0.002837732160312806,0.06690393423861077,Bumps,Other_Faults
0,6,0,903,0.6490290033228354,0.004230726458347942,0.003918605161558452,0.27937783000321637,0.026697670529466203,0.0010644257703081232,0.03568173875426719,Bumps,Bumps
0,6,0,944,0.7449741875355181,0.003678513071895425,0.0003846153846153846,0.2106581901214906,0.01812062614746595,0.0004761904761904762,0.02170767726282432,Bumps,Bumps
0,6,0,1046,0.8031705781060487,0.0021997048281678262,0.0046867319264344435,0.1735448484394998,0.009955780848861695,0.002077861393824392,0.004364494457162852,Bumps,Bumps
0,6,0,1002,0.521854994460039,0.0016081871345029238,0.016785344964891556,0.4086153924808124,0.02812783944795791,0.0,0.02300824151179603,Bumps,Bumps
0,6,0,949,0.3444030324471715,0.0015,0.01712357002147612,0.5038747110949244,0.08981741567722956,0.0008695652173913043,0.04241170554180717,Bumps,Other_Faults
0,6,0,1250,0.5318489708842805,0.0460222058460183,0.0595590156870229,0.2811073713502444,0.07072256797639052,0.006137911065542644,0.004601957190500834,Bumps,Bumps
0,6,0,883,0.21050091739480087,0.010139804505597417,0.012621947142055605,0.5205285603774701,0.015868740758064895,0.003925445333764519,0.2264145844882465,Bumps,Other_Faults
0,6,0,1135,0.2804094958747463,0.014310922430812783,0.057750234880297756,0.4916810991717814,0.129458129590711,0.0052186080162533125,0.021171510035397318,Bumps,Other_Faults
0,6,0,978,0.5659596687577835,0.012207166935492526,0.04010713298233582,0.29967115934828303,0.02954488912896114,0.044525869166281096,0.007984113680862891,Bumps,Bumps
0,6,0,1080,0.32441647862112377,0.07348283538920905,0.05192825255629109,0.38992429501395853,0.04532583164364845,0.09131155232784231,0.023610754447926808,Bumps,Other_Faults
0,6,0,1195,0.34688647218544005,0.07766129427430576,0.026708716719135345,0.37875410770762435,0.0766528740359359,0.05368638160174404,0.03965015347581459,Bumps,Other_Faults
0,6,0,1294,0.07005337545461425,0.012100187151386088,0.02338384117189167,0.6209334013142831,0.2576685358702208,0.0006478578892371996,0.01521280114836677,Other_Faults,Other_Faults
0,6,0,1472,0.6377691564702349,0.003417808057255037,0.011842300375723449,0.27427083957395193,0.026767165728971688,0.0,0.04593272979386298,Other_Faults,Bumps
0,6,0,1896,0.419858205685125,0.003905715045188729,0.0038517589495850363,0.48823154829930027,0.03364950833311578,0.0007225806451612904,0.04978068304252363,Other_Faults,Other_Faults
0,6,0,1476,0.5967308790462851,0.013447951609953199,0.036634916405877585,0.30009835406974794,0.03964492498266791,0.0045657845571205535,0.008877189328347778,Other_Faults,Bumps
0,6,0,1286,0.16260649011833805,0.0952879706405219,0.0055426882336512325,0.4246785679842974,0.24284727578827497,0.0026342123056119,0.06640279492930438,Other_Faults,Other_Faults
0,6,0,1816,0.25620602747898,0.009783536640462638,0.009597296327326532,0.35129644828966405,0.11754072080374071,0.08213263046013079,0.1734433399996951,Other_Faults,Other_Faults
0,6,0,1431,0.6153707982758139,0.0018756258234519105,0.0,0.2499542152345425,0.01576940786806814,0.006797743876825315,0.11023220892129816,Other_Faults,Bumps
0,6,0,1869,0.3950731000643814,0.010303586666744562,0.003147857889237199,0.4280695551307667,0.11421113773484498,0.001088235294117647,0.04810652721990721,Other_Faults,Other_Faults
0,6,0,1587,0.5202340278181059,0.0024303966437833713,0.007352235406207477,0.4090395756667348,0.02823541662065869,0.0,0.03270834784450939,Other_Faults,Bumps
0,6,0,1712,0.12092736100791174,0.014564350546906328,0.047302505732706085,0.7749317601097109,0.0200764173595523,0.003660755423913319,0.01853684981929884,Other_Faults,Other_Faults
0,6,0,1878,0.37257690997038606,0.01812050156276689,0.0062647325178765345,0.49289444647813035,0.009980839373464456,0.0003125,0.09985007009737534,Other_Faults,Other_Faults
0,6,0,1477,0.3294235941159213,0.007746340131682289,0.02851957372236702,0.5662680652052012,0.025031777573571338,0.017110452505835518,0.02590019674542101,Other_Faults,Other_Faults
0,6,0,1904,0.3432568466393772,0.015513611375724379,0.0016830628803245434,0.5580164244883066,0.01877435567570219,0.0009791666666666666,0.061776532273898184,Other_Faults,Other_Faults
0,6,0,1558,0.1246472438196802,0.08013026208813433,0.006429446778711485,0.7126728558592333,0.03722343870176563,0.02002553593207618,0.018871216820398717,Other_Faults,Other_Faults
0,6,0,1684,0.03825620652407838,0.04166837292087069,0.09978684363026968,0.6352227773764758,0.06438136225852603,0.0,0.12068443728977957,Other_Faults,Other_Faults
0,6,0,1361,0.24857456086634117,0.009423542201405977,0.12043938373147635,0.5359209081999478,0.06455645347373963,0.002219696029776675,0.018865455497312344,Other_Faults,Other_Faults
0,6,0,1435,0.40623708201965647,0.006883451125729912,0.005221674876847291,0.41700335307989206,0.14086941328646618,0.0014285714285714286,0.022356454182836747,Other_Faults,Other_Faults
0,6,0,1531,0.34026321991815933,0.003621262659377241,0.007473981408220001,0.29479343200846836,0.0754117205984034,0.0,0.27843638340737165,Other_Faults,Bumps
0,6,0,1850,0.08400258617837529,0.04359962685579433,0.02437113323730703,0.6827358325302366,0.09273588682450094,0.005845600342862007,0.06670933403092368,Other_Faults,Other_Faults
0,6,0,1428,0.42861252005774475,0.013290419960659144,0.007332986486130502,0.4449270856304713,0.01683806495275896,0.0018692982456140351,0.08712962466662116,Other_Faults,Other_Faults
0,6,0,1871,0.5647196645452135,0.002410540184453228,0.00045454545454545455,0.38135318588120753,0.03598550517972107,0.0017717370348949296,0.013304821719964001,Other_Faults,Bumps
0,6,0,1592,0.008269506111471892,0.002628712303634904,0.7672606505533907,0.10733667750066993,0.06609291678393844,0.0,0.04841153674689419,Other_Faults,K_Scratch
0,6,0,1487,0.07003933750658775,0.006442950596094612,0.02759761346347818,0.8631172837266154,0.024137430289409303,0.00043478260869565214,0.008230601809118825,Other_Faults,Other_Faults
0,6,0,1931,0.13879685265086877,0.004810448186589159,0.07289175438115475,0.7419209821973705,0.0038372826004404947,0.00633188429217841,0.03141079569139783,Other_Faults,Other_Faults
0,6,0,1659,0.34253894978870486,0.09521104812978562,0.014649985201612443,0.3898219786986341,0.1055297882092804,0.03904597347870153,0.013202276493280757,Other_Faults,Other_Faults
0,6,0,1333,0.1315777240867434,0.03607398438170287,0.018231128696368306,0.6112630382098083,0.1645982891176067,0.0008012820512820513,0.037454553456488245,Other_Faults,Other_Faults
0,6,0,1589,0.1224014697337979,0.031697575321394354,0.028295267227158985,0.7673606205108758,0.027245361271892428,0.007227889986403918,0.015771815948476292,Other_Faults,Other_Faults
0,6,0,1643,0.5454362489243466,0.017828822918304697,0.06599490145898604,0.2868763399478846,0.05712115445370288,0.024238382200201775,0.00250415009657305,Other_Faults,Bumps
0,6,0,1689,0.1462467934038987,0.015220332674665795,0.09018967719253744,0.6292896220621622,0.03360311718634285,0.029213941510996152,0.056236515969396626,Other_Faults,Other_Faults
0,6,0,1696,0.05800599829770378,0.09660064591350198,0.009335189950723887,0.5137503199274133,0.26504022225790885,0.0008928571428571427,0.05637476650989107,Other_Faults,Other_Faults
0,6,0,1665,0.551192233535136,0.007937221123577481,0.0037662337662337664,0.3838314491605096,0.03694014956754624,0.0034137098117607858,0.012919003035236134,Other_Faults,Bumps
0,6,0,1825,0.06791213952396047,0.045580478989615175,0.09133941308033883,0.672910148753965,0.06025077838040044,0.013548423626596999,0.04845861764512285,Other_Faults,Other_Faults
0,6,0,1715,0.04614123836488849,0.0016663962136578769,0.39613200770125995,0.518804039995654,0.010323367549182854,0.013239841273277809,0.013693108902079207,Other_Faults,Other_Faults
0,6,0,1748,0.03623443611334093,0.01886452867896835,0.2306103865038597,0.6085877507075522,0.059757765452842164,0.0,0.0459451325434366,Other_Faults,Other_Faults
0,6,0,1697,0.09363230594693174,0.03382252877341942,0.015236259957465923,0.5231026550390887,0.2928638127873812,0.005309764309764309,0.03603267318594865,Other_Faults,Other_Faults
0,6,0,1757,0.126182842309977,0.005966595624485748,0.0026095106664366626,0.21492521215886473,0.012513655955216925,0.0008388157894736842,0.6369633674955449,Other_Faults,Z_Scratch
0,6,0,1915,0.13102226131404912,0.009401912754996848,0.06729829235506357,0.689639172536353,0.007463361045559187,0.059828566953726424,0.035346433040251514,Other_Faults,Other_Faults
0,6,0,1359,0.1532772401142732,0.018526737327440722,0.04776121298887432,0.7090061912019299,0.00508423448883846,0.0028343487394957984,0.06351003513914746,Other_Faults,Other_Faults
0,6,0,1427,0.44581217561021014,0.008140052217334165,0.001479500891265597,0.41873164384109507,0.02590040686741822,0.005913434337994645,0.09402278623468184,Other_Faults,Bumps
0,6,0,1807,0.31544928077319734,0.009656586968322316,0.0009090909090909091,0.550125289958193,0.036800584076973245,0.0005263157894736842,0.08653285152474967,Other_Faults,Other_Faults
0,6,0,1512,0.28417124760735,0.056240534198954854,0.012339449563480738,0.47993770691104376,0.1382346717755009,0.017175306147574655,0.011901083796094931,Other_Faults,Other_Faults
0,6,0,1446,0.5660934527840707,0.0031675619984618286,0.006695147846342837,0.37705649020684556,0.029601268007691018,0.000757142857142857,0.01662893629944527,Other_Faults,Bumps
0,6,0,1641,0.6479110363244761,0.006646164961732984,0.03053501949422114,0.2496255253841866,0.04533948301749307,0.01672136168118885,0.0032214091367014906,Other_Faults,Bumps
0,6,0,1849,0.08552615462877221,0.05594739585583585,0.040475602374536124,0.6524235232055424,0.08610804788086518,0.010288172182135031,0.06923110387231314,Other_Faults,Other_Faults
0,6,0,1719,0.1272319229742302,0.04059352162630929,0.030027540845731067,0.44482455579769314,0.3191528585652732,0.005410899733480379,0.03275870045728269,Other_Faults,Other_Faults
0,6,0,1784,0.08910242801861187,0.027042044794074932,0.06311576054061692,0.7713385394037694,0.0084100957224469,0.009113693893489289,0.03187743762699045,Other_Faults,Other_Faults
0,6,0,1650,0.3540708565916568,0.021336127992003098,0.02123649928316101,0.42298726903246786,0.13113268968652497,0.03599290055771408,0.01324365685647205,Other_Faults,Other_Faults
0,6,0,1824,0.11897995432648328,0.005447308424701943,0.0009090909090909091,0.2137758969214767,0.0495828428455573,0.0,0.6113049065726898,Other_Faults,Z_Scratch
0,6,0,1908,0.12322431216281143,0.00744671728340459,0.09169800089889449,0.6749546246584563,0.0129359087341405,0.039075596891465086,0.05066483937082723,Other_Faults,Other_Faults
0,6,0,1889,0.13678828901510504,0.0376447911703004,0.0060627004424958384,0.6778286243362692,0.0845506566042967,0.0356760539726871,0.02144888445884542,Other_Faults,Other_Faults
0,6,0,1271,0.051513688704577065,0.03504112119654378,0.16490348408835165,0.47579570227649826,0.16622290327818334,0.0,0.10652310045584577,Other_Faults,Other_Faults
0,6,0,1385,0.11706124392593845,0.023497705524439524,0.07356197520944466,0.694626780664055,0.021508271002255185,0.039191967887494954,0.03055205578637179,Other_Faults,Other_Faults
0,6,0,1314,0.18568434107625134,0.05366978839414509,0.008315437603491394,0.482557935969546,0.19770565964517803,0.003682153989050541,0.06838468332233771,Other_Faults,Other_Faults
0,6,0,1547,0.21109582216042277,0.06255126178270123,0.02813186048284469,0.5462955142045257,0.08249345927520622,0.026645574802595676,0.042786507291703565,Other_Faults,Other_Faults
0,6,0,1405,0.4196112141881856,0.000588235294117647,0.0,0.45359017301707133,0.09937248569605348,0.003037244618126971,0.02380064718644505,Other_Faults,Other_Faults
0,6,0,1636,0.6916951655895127,0.0023578005115089513,0.008518701739201943,0.2622441930304567,0.014302381215435008,0.0017889492753623186,0.01909280863852232,Other_Faults,Bumps
0,6,0,1616,0.15648011996156064,0.04015470732649951,0.004886061071544942,0.694948466800893,0.019080759408216866,0.014052511271782473,0.0703973741595023,Other_Faults,Other_Faults
0,6,0,1511,0.08448333975639058,0.11162235164070218,0.07542456088176107,0.49642377695363954,0.16200317370789807,0.0009401709401709402,0.06910262611943765,Other_Faults,Other_Faults
0,6,0,1360,0.11998332730571143,0.04455665175127116,0.028253703931697537,0.507348296233123,0.021263990696505152,0.24949740870670098,0.029096621374990746,Other_Faults,Other_Faults
0,6,0,1867,0.08906399041817456,0.03407561976395516,0.0042493588385603765,0.7737065839034297,0.023581086401540458,0.0030740093240093237,0.07224935135033006,Other_Faults,Other_Faults
0,6,0,1925,0.17221022475297687,0.016179354291843664,0.054956253694054144,0.6456965890452531,0.034836841639813106,0.005815359477124183,0.07030537709893467,Other_Faults,Other_Faults
0,6,0,1753,0.058658549557297386,0.006561449488506548,0.0014562908496732025,0.1679991003429506,0.031525427779166934,0.0,0.7337991819824051,Other_Faults,Z_Scratch
0,6,0,1549,0.3401101216629862,0.043621447992622464,0.04233783945116602,0.4108132599330083,0.10212834028195836,0.024151389599065532,0.03683760107919284,Other_Faults,Other_Faults
0,6,0,1891,0.2990905546279682,0.011634590434514933,0.04845344378940514,0.557460566283317,0.019833756543146838,0.0013150062656641604,0.0622120820559837,Other_Faults,Other_Faults
0,6,0,1458,0.5051135862655314,0.007754941973457716,0.1409880896990829,0.2872120602528878,0.03351952751592696,0.01956335260009393,0.0058484416930190365,Other_Faults,Bumps
0,6,0,1813,0.3916603526919213,0.06596940601077861,0.01734593015642618,0.35709824649080785,0.05427568060715485,0.07842613649756884,0.03522424754534219,Other_Faults,Bumps
0,6,0,1373,0.43895690982914537,0.00209197235513025,0.004287814129919393,0.33224395151048547,0.022856808939123292,0.017916473461889494,0.1816460697743068,Other_Faults,Bumps
0,6,0,863,0.28968534823770453,0.16488765784258216,0.009976759150307244,0.3719652699637215,0.09357561753413048,0.03679304164409459,0.033116305627459146,Dirtiness,Other_Faults
0,6,0,821,0.15849755246891356,0.3424445034303762,0.014993529743913374,0.30796100120993153,0.15654896411577343,0.005275755361433111,0.014278693669658482,Dirtiness,Dirtiness
0,6,0,846,0.07995745974907219,0.4088939431141927,0.0491807939870306,0.3271524691286423,0.06861747859169258,0.0030385072443895973,0.06315934818497994,Dirtiness,Dirtiness
0,6,0,823,0.14951621473474921,0.39866806332716265,0.005892316017316017,0.2909051492678951,0.11699783770339789,0.014400630486308234,0.023619788463170813,Dirtiness,Dirtiness
0,6,0,825,0.2185659905482619,0.33207670637482567,0.00550209914883828,0.2706476611617704,0.14464149247770267,0.012079305273882618,0.01648674501471816,Dirtiness,Dirtiness
0,6,0,857,0.11605885827026441,0.5035352015096264,0.004763416794269789,0.2131864726163358,0.1418922312435589,0.005846307899469393,0.014717511666475362,Dirtiness,Dirtiness
0,6,0,396,0.008629281367719503,0.0,0.9468467497343763,0.03343697478991596,0.0029411764705882353,0.0,0.008145817637399787,K_Scratch,K_Scratch
0,6,0,718,0.016144474132757467,0.0,0.9037735929713807,0.06080969369715209,0.0014347961406784937,0.0,0.017837443058031293,K_Scratch,K_Scratch
0,6,0,556,0.005326759023420755,0.0,0.9442883083842395,0.04281213113974285,0.002388235294117647,0.0,0.005184566158479201,K_Scratch,K_Scratch
0,6,0,717,0.0659386091266633,0.00409903381642512,0.736482335033793,0.14899504385966797,0.02548237365039436,0.0,0.019002604513056038,K_Scratch,K_Scratch
0,6,0,531,0.001176470588235294,0.0,0.9785797839951104,0.019067274828418652,0.0,0.0,0.001176470588235294,K_Scratch,K_Scratch
0,6,0,427,0.0,0.0,0.9971896320171905,0.0028103679828095623,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,552,0.008546178407184435,0.0,0.9455899782371867,0.037171280100714306,0.00045454545454545455,0.0,0.008238017800368978,K_Scratch,K_Scratch
0,6,0,698,0.0005555555555555556,0.0,0.9808234774575435,0.017027829731999195,0.0,0.0,0.0015931372549019608,K_Scratch,K_Scratch
0,6,0,646,0.0005555555555555556,0.0,0.9938620821375895,0.005165695640188302,0.0,0.0,0.00041666666666666664,K_Scratch,K_Scratch
0,6,0,636,0.0,0.0,0.9989957322350554,0.0010042677649446383,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,540,0.0071900814298732985,0.0,0.95303338030145,0.030864564595132295,0.00045454545454545455,0.0,0.008457428218998673,K_Scratch,K_Scratch
0,6,0,516,0.007549019607843138,0.0,0.95990544114786,0.020417916265280445,0.0,0.0,0.012127622979016171,K_Scratch,K_Scratch
0,6,0,652,0.0031477821695213002,0.0,0.9540677298435918,0.03579992182840757,0.0018,0.0,0.005184566158479201,K_Scratch,K_Scratch
0,6,0,738,0.4673105008125177,0.006004009763342365,0.03279066072839964,0.4024592838440774,0.04889381321339932,0.014775669146082724,0.027766062492180773,K_Scratch,Bumps
0,6,0,473,0.0,0.0,0.9993661026054258,0.000633897394574268,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,680,0.0,0.0,0.973236748826697,0.0206680130780649,0.0018,0.0,0.004295238095238095,K_Scratch,K_Scratch
0,6,0,476,0.0005555555555555556,0.0,0.9929608738472558,0.0029868385710448563,0.002352941176470588,0.0,0.0011437908496732027,K_Scratch,K_Scratch
0,6,0,414,0.002033613445378151,0.0,0.9880167661068989,0.004138443256090315,0.000588235294117647,0.0,0.005222941897514952,K_Scratch,K_Scratch
0,6,0,667,0.0010818713450292396,0.0,0.9467837426253461,0.05054124877472232,0.0,0.0,0.0015931372549019608,K_Scratch,K_Scratch
0,6,0,728,0.05163025491837661,0.0030327614379084965,0.6381459475068413,0.2690832671231423,0.025178014295309685,0.0,0.012929754718421681,K_Scratch,K_Scratch
0,6,0,574,0.001176470588235294,0.0,0.9962988757146694,0.0019364184029776294,0.0,0.0,0.000588235294117647,K_Scratch,K_Scratch
0,6,0,471,0.0003448275862068965,0.0,0.9954918632545129,0.0029868385710448563,0.000588235294117647,0.0,0.000588235294117647,K_Scratch,K_Scratch
0,6,0,421,0.06428085647387999,0.005647157294002646,0.1751486769995761,0.6199250452849389,0.022767372994738563,0.003795678217523568,0.10843521273534015,K_Scratch,Other_Faults
0,6,0,355,0.06469823365770776,0.0489807122412354,0.1514425348262144,0.5855562966894008,0.0989603840185527,0.00089126559714795,0.04947057296974091,K_Scratch,Other_Faults
0,6,0,448,0.07467910343503521,0.005406161730426437,0.297670498574359,0.47587123735996356,0.02879695237925653,0.00236710678895214,0.1152089397320068,K_Scratch,Other_Faults
0,6,0,681,0.000588235294117647,0.0,0.9643860941708949,0.0334325332800851,0.0,0.0,0.0015931372549019608,K_Scratch,K_Scratch
0,6,0,547,0.012004112555117236,0.0005,0.9048822600943437,0.05789831200886657,0.0066212121212121215,0.0,0.018094103220460317,K_Scratch,K_Scratch
0,6,0,491,0.019774681802545584,0.0,0.9012219677585044,0.0685458340990806,0.0,0.0,0.010457516339869282,K_Scratch,K_Scratch
0,6,0,619,0.0,0.0,0.9976013967230728,0.002398603276927209,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,583,0.003325163398692811,0.0,0.9706377549445222,0.024860611068549598,0.0,0.0,0.001176470588235294,K_Scratch,K_Scratch
0,6,0,557,0.006273830871679006,0.0,0.9732247533348102,0.014129113976504846,0.0010427807486631017,0.0,0.005329521068342834,K_Scratch,K_Scratch
0,6,0,410,0.0025599292348518353,0.0,0.9900944573641567,0.003990368077055383,0.000588235294117647,0.0,0.0027670100298183785,K_Scratch,K_Scratch
0,6,0,418,0.03245289617129701,0.0009586056644880174,0.7286309074955595,0.19994308499813943,0.014585535663540782,0.0,0.023428970006975122,K_Scratch,K_Scratch
0,6,0,597,0.000588235294117647,0.0,0.9959605298500078,0.0029249190664008932,0.0,0.0,0.0005263157894736842,K_Scratch,K_Scratch
0,6,0,367,0.13307703729250508,0.0023513966567359225,0.6093219206843015,0.22478228500402786,0.02306736448643336,0.004216706696213337,0.003183289179782869,K_Scratch,K_Scratch
0,6,0,415,0.0035144354293441516,0.000588235294117647,0.9444950155266052,0.02472151859148763,0.013527691778465774,0.0,0.013153103379979648,K_Scratch,K_Scratch
0,6,0,497,0.0026650890241153935,0.0,0.9849002472977854,0.0035750738651625035,0.0017647058823529412,0.0,0.007094883930583729,K_Scratch,K_Scratch
0,6,0,568,0.001176470588235294,0.0,0.9855569836354988,0.012678310482148127,0.0,0.0,0.000588235294117647,K_Scratch,K_Scratch
0,6,0,606,0.0,0.0,0.9995839675291731,0.00041603247082699137,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,42,0.11243086295624401,0.018022405646340736,0.046416103965638306,0.3571505876847318,0.44694505212234503,0.0003125,0.018722487624700225,Pastry,Pastry
0,6,0,80,0.06172693350759388,0.0972404301769313,0.08439901768916243,0.5867036438148184,0.12347827502833299,0.0025220841959972397,0.043929615587163504,Pastry,Other_Faults
0,6,0,4,0.06058236298467296,0.08477162432710024,0.047550136799904594,0.5141871528454912,0.21858907671265865,0.001379310344827586,0.07294033598534498,Pastry,Other_Faults
0,6,0,154,0.13057317599297424,0.023623961554191875,0.0016664541629478515,0.20163295961139227,0.13956093493439706,0.0,0.5029425137440966,Pastry,Z_Scratch
0,6,0,81,0.2103463391485802,0.09534450518954816,0.05231745806662768,0.38889023477390766,0.23449242472547066,0.012276676646603622,0.006332361449261869,Pastry,Other_Faults
0,6,0,66,0.2294243387601923,0.060836268515962064,0.0014874141876430205,0.36607685415401875,0.31210068529720086,0.0006971153846153847,0.02937732370036745,Pastry,Other_Faults
0,6,0,53,0.33616701973628405,0.046858768023028234,0.005669241666744913,0.31524219124441316,0.263009967215801,0.0,0.03305281211372852,Pastry,Bumps
0,6,0,70,0.29312252487631246,0.007419688872052164,0.002262427959689623,0.5804810773886533,0.07880947788382503,0.0,0.0379048030194674,Pastry,Other_Faults
0,6,0,60,0.37015633034829903,0.0016937240208418712,0.002575757575757576,0.4267348365418659,0.16083572147899688,0.005003218830275891,0.033000411203962784,Pastry,Other_Faults
0,6,0,98,0.19522811792785813,0.0378914789678678,0.007054766328679372,0.43596127474494595,0.301729823211584,0.00586524002562902,0.016269298793436013,Pastry,Other_Faults
0,6,0,9,0.06526339214401981,0.04844220317645832,0.05135287469758928,0.4652647087075436,0.29686706562548987,0.0003125,0.07249725564889899,Pastry,Other_Faults
0,6,0,110,0.19247473867399204,0.08619216041832237,0.01128939393939394,0.4147217766774155,0.24560757217704196,0.007287480894558238,0.04242687721927602,Pastry,Other_Faults
0,6,0,153,0.15850442589584454,0.012250354735683809,0.001960798548094374,0.160933661142096,0.2688196343960276,0.0003448275862068965,0.3971862976960465,Pastry,Z_Scratch
0,6,0,18,0.11206668031368659,0.03502548682084859,0.020738181107314114,0.423677841732317,0.38274787337530675,0.00030303030303030303,0.025440906347496534,Pastry,Other_Faults
0,6,0,6,0.04169517515688769,0.034012162256120755,0.18572975202503225,0.4358925591917787,0.20970180309717487,0.00030303030303030303,0.09266551796997512,Pastry,Other_Faults
0,6,0,150,0.20448762268979714,0.03138778711769218,0.009943337913585901,0.3236491131577276,0.24467633511337641,0.0003448275862068965,0.1855109764216137,Pastry,Other_Faults
0,6,0,305,0.0550493270067329,0.026207215203057625,0.010164120544806903,0.21079418673192457,0.09901008094312258,0.0,0.5987750695703553,Z_Scratch,Z_Scratch
0,6,0,226,0.09640926641346166,0.013483381105215827,0.004135854341736695,0.14693857342614972,0.11769889417187636,0.0,0.6213340305415597,Z_Scratch,Z_Scratch
0,6,0,208,0.0432957209402753,0.009325558898834845,0.004439484126984127,0.11600286762315841,0.024154897523587043,0.0,0.80278147088716,Z_Scratch,Z_Scratch
0,6,0,284,0.0585831897641844,0.015246645610333375,0.014989380561202194,0.4085109527810619,0.02338022245096078,0.018877568166129285,0.4604120406661279,Z_Scratch,Z_Scratch
0,6,0,240,0.3736531657803904,0.002339404661386086,0.0036842105263157894,0.34169871654093564,0.039324165590671034,0.008593114761008042,0.23070722213929304,Z_Scratch,Bumps
0,6,0,250,0.06566915541009692,0.0017215909090909094,0.0021506121506121505,0.23331929384461816,0.009955022024967728,0.00043478260869565214,0.6867495430519182,Z_Scratch,Z_Scratch
0,6,0,204,0.05902655508541255,0.005333779554954261,0.001280241935483871,0.12531915685269462,0.03759706618774697,0.0,0.7714432003837075,Z_Scratch,Z_Scratch
0,6,0,280,0.08832768591542434,0.005994757180176739,0.019112159735689152,0.26856913428853046,0.02452747339993791,0.003807921245421245,0.5896608682348199,Z_Scratch,Z_Scratch
0,6,0,276,0.11324888224097059,0.001362044817927171,0.010273750154186835,0.1417194345270169,0.008861252740575138,0.0004761904761904762,0.7240584450431322,Z_Scratch,Z_Scratch
0,6,0,185,0.14972431322800564,0.0012734688374287928,0.002578428515928516,0.27787985428786327,0.009298637228784287,0.0009523809523809524,0.5582929169496087,Z_Scratch,Z_Scratch
0,6,0,309,0.06607839108666591,0.011793665036268783,0.0022018105629348513,0.15344930750814842,0.03180649296402008,0.0,0.734670332841962,Z_Scratch,Z_Scratch
0,6,0,290,0.053657006188494706,0.0008928571428571427,0.0006559139784946236,0.05820238937856252,0.006699438063578808,0.0,0.8798923952480119,Z_Scratch,Z_Scratch
0,6,0,282,0.05816110714357858,0.0017919254658385092,0.0005555555555555556,0.09386447642611856,0.03939933060855628,0.0014814814814814814,0.8047461233188709,Z_Scratch,Z_Scratch
0,6,0,248,0.0576869261206102,0.0020286199369391215,0.002960328749802434,0.14285665609513334,0.00849682842137203,0.0014814814814814814,0.7844891591946614,Z_Scratch,Z_Scratch
0,6,0,334,0.07916534710549461,0.006371378814683768,0.251705358859628,0.4969337954454668,0.008332116831389786,0.007069348504351749,0.1504226544389851,Z_Scratch,Other_Faults
0,6,0,242,0.08277948199944504,0.0025910487362100264,0.002960328749802434,0.17265346587887997,0.008902823896485154,0.00037037037037037035,0.7297424803688064,Z_Scratch,Z_Scratch
0,6,0,295,0.0675783907297999,0.005043361495724787,0.019036698103182925,0.15624850590272932,0.019862378750864926,0.002202380952380952,0.7300282840653171,Z_Scratch,Z_Scratch
0,6,0,299,0.10154763857092129,0.0019831653914845764,0.0007248157248157249,0.17292943262696134,0.01461120124165665,0.0025925925925925925,0.7056111538515678,Z_Scratch,Z_Scratch
0,6,0,322,0.08281432338000999,0.0013182412553121936,0.01954166382769324,0.24218392301584096,0.008564621148231205,0.0009523809523809524,0.6446248464205313,Z_Scratch,Z_Scratch
0,6,0,765,0.016928919133328228,0.0,0.028529718398478475,0.07337723441856098,0.0031090095390298228,0.875704044747764,0.0023510737628384686,Stains,Stains
0,6,0,774,0.01721529477428791,0.00037037037037037035,0.03254163426079571,0.10253960915245405,0.008287949150952247,0.8384780924827101,0.0005670498084291188,Stains,Stains
0,6,0,747,0.009610108414848459,0.0,0.04180311542230717,0.05822640206296978,0.00101010101010101,0.8885398155734339,0.0008104575163398693,Stains,Stains
0,6,0,801,0.00985034034879236,0.00037037037037037035,0.032779379951107204,0.07325539499985746,0.004700409669449917,0.8788218824382004,0.00022222222222222223,Stains,Stains
0,6,0,739,0.17433523024333614,0.03092640872780339,0.004328061723223013,0.7015035696052406,0.02097378740013939,0.008153184802757858,0.05977975749749935,Stains,Other_Faults
0,6,0,792,0.005275868756130622,0.00035714285714285714,0.011446913717390539,0.021835581907201033,0.0006797235023041474,0.9598599663924472,0.0005448028673835126,Stains,Stains
0,6,0,770,0.12090881564254641,0.017093570265096635,0.0441361108392752,0.3987020534116954,0.015319741356854362,0.3714906211616429,0.03234908732288895,Stains,Other_Faults
0,7,0,907,0.4251694543188389,0.0017530238640078456,0.011563553537730212,0.392447695165991,0.030700544268361444,0.002498408454290807,0.13586732039077984,Bumps,Bumps
0,7,0,1205,0.5794093168141178,0.004249259512417407,0.007240543656866905,0.33681140449022295,0.010978478669937987,0.0023926066440665993,0.058918390212370414,Bumps,Bumps
0,7,0,1074,0.3964850648667479,0.05940097741439923,0.027957956477135476,0.40707533694597203,0.032898404558882134,0.06614686926646392,0.010035390470399475,Bumps,Other_Faults
0,7,0,939,0.41273649369674303,0.004471853950974844,0.0037286155459109425,0.26342983895140104,0.06890577590089687,0.0,0.2467274219540735,Bumps,Bumps
0,7,0,1173,0.7399444792786244,0.00035714285714285714,0.0049206968140791665,0.2335683462558882,0.017412867412059444,0.0,0.0037964673822059227,Bumps,Bumps
0,7,0,1247,0.5865267889698237,0.030826446645158607,0.013682690573597509,0.30445344063358115,0.04311338614955147,0.01821143338659158,0.003185813641695995,Bumps,Bumps
0,7,0,1092,0.39579727463817527,0.009006752397928868,0.015164702010004798,0.48952058563728995,0.05273601944453229,0.028748778386221207,0.00902588748584742,Bumps,Other_Faults
0,7,0,932,0.5996781413888157,0.00255924978687127,0.0022685185185185182,0.3004832963936708,0.07768338154293941,0.004114131893011203,0.01321328047617307,Bumps,Bumps
0,7,0,1153,0.28885391253420684,0.021475084090188962,0.08334881168928936,0.4158211125836431,0.028483781216075442,0.0020229885057471263,0.15999430938084902,Bumps,Other_Faults
0,7,0,1087,0.29568114255477856,0.00445897933386248,0.06474831084751681,0.5171401989878857,0.08033377662784949,0.026423433407965057,0.01121415824014196,Bumps,Other_Faults
0,7,0,1229,0.7515623199788627,0.010832618533856924,0.002357027679608325,0.20240753161607508,0.01184679120186086,0.0021543513957307057,0.01883935959400492,Bumps,Bumps
0,7,0,1254,0.12085934550692556,0.012064806179895693,0.007275372775372775,0.13958474155760764,0.26518136872085385,0.0,0.4550343652593442,Bumps,Z_Scratch
0,7,0,1218,0.8285806496930374,0.005151856915014809,0.0025551297575057996,0.14660085023626215,0.010238479787671735,0.0005,0.006373033610507775,Bumps,Bumps
0,7,0,980,0.4646746445589519,0.027931408893259582,0.016930163273545632,0.3681976084281922,0.10935962277113959,0.010231279743756363,0.0026752723311546838,Bumps,Bumps
0,7,0,1263,0.3626675384620697,0.011288978359417773,0.003662539081613415,0.3034721792925973,0.10198184343907699,0.0,0.21692692136522485,Bumps,Bumps
0,7,0,1259,0.5012379720932136,0.00671009017530513,0.004495808195072901,0.31728448209562826,0.04169507701480582,0.0,0.12857657042597395,Bumps,Bumps
0,7,0,1001,0.3432029582739935,0.006574136321195145,0.005219051992871027,0.5001305929749347,0.12405469036042467,0.004999048258529683,0.015819521818051227,Bumps,Other_Faults
0,7,0,1134,0.07988750282335648,0.02918430037395554,0.27112251823966615,0.529164436951802,0.03560422203476931,0.001612970362970363,0.05342404921348007,Bumps,Other_Faults
0,7,0,869,0.08377387149313446,0.030127491397264273,0.016820974038557014,0.4791786891396971,0.30591358453026757,0.002105263157894737,0.08208012624318471,Bumps,Other_Faults
0,7,0,1072,0.34256341635063214,0.009205654285040213,0.0003125,0.45768387915362974,0.02656358015534185,0.01797808334163847,0.14569288671371755,Bumps,Other_Faults
0,7,0,884,0.48706688411540455,0.00037037037037037035,0.012767451862803243,0.2407836599021164,0.03611338095667921,0.008395243896154956,0.2145030088964712,Bumps,Bumps
0,7,0,1138,0.09752967703796318,0.06504927177918947,0.06277707996134473,0.4221215969197224,0.22256402900321798,0.004714505189527491,0.12524384010903458,Bumps,Other_Faults
0,7,0,1023,0.49302388813856757,0.0021218487394957983,0.0010906965871902757,0.395471604303384,0.08667333731133349,0.002333798174442191,0.019284826745586695,Bumps,Bumps
0,7,0,1210,0.691019090330806,0.03192938290852003,0.005913534048169022,0.2292754683880793,0.02458688806192687,0.0018131511190334721,0.015462485143464981,Bumps,Bumps
0,7,0,1149,0.4836584567232077,0.009897577571831646,0.008394747378969898,0.41600602882974014,0.014395314782506505,0.0024839888062504695,0.06516388590749346,Bumps,Bumps
0,7,0,1058,0.44087315199653027,0.005408034737830134,0.0017676767676767678,0.48003841677315334,0.03362032505077567,0.008099242424242424,0.030193152249791185,Bumps,Other_Faults
0,7,0,1083,0.14495814530428933,0.05784712999556988,0.1651421146838164,0.3795287283542531,0.21498474354471045,0.0013636363636363635,0.03617550175372453,Bumps,Other_Faults
0,7,0,872,0.27812224888310216,0.010481965817643567,0.0865640170407739,0.5119185691149561,0.1053579286611966,0.00563225885343356,0.0019230116288939817,Bumps,Other_Faults
0,7,0,1142,0.40650745331331734,0.004958668793790706,0.007781361640388008,0.48272912989904393,0.011781110974853575,0.004635484261625236,0.08160679111698124,Bumps,Other_Faults
0,7,0,1104,0.12684198963694018,0.01400569503019047,0.017200777493347152,0.7775829619530937,0.023381032392282078,0.0023027597402597404,0.0386847837538863,Bumps,Other_Faults
0,7,0,992,0.5455435456912564,0.03207496837015891,0.011004798111718625,0.3528883071487531,0.03802757291841172,0.00330792340327944,0.01715288435642139,Bumps,Bumps
0,7,0,1209,0.8148827230290628,0.005475666438824333,0.0018646034371840822,0.1573332252009715,0.01103444506877767,0.0005,0.008909336825179111,Bumps,Bumps
0,7,0,1211,0.6871556818862623,0.011370827580069695,0.005789783221438276,0.2198479576727966,0.03855787804795957,0.0006703296703296704,0.03660754192114403,Bumps,Bumps
0,7,0,957,0.6383739784909715,0.002184782608695652,0.0013,0.31091846960390107,0.034473659331848344,0.0022053571428571426,0.010543752821725969,Bumps,Bumps
0,7,0,1194,0.4795436494849893,0.01676713984330084,0.010535959025345215,0.3602974714453386,0.03419828648383139,0.08364707280555721,0.015010420911637325,Bumps,Bumps
0,7,0,1059,0.774125613259273,0.001575091575091575,0.0027035330261136713,0.18956933898361178,0.011935951769193556,0.0013257575757575756,0.01876471381095869,Bumps,Bumps
0,7,0,1111,0.16595418022751976,0.008178876331874136,0.024869410317712573,0.7563309475643498,0.007197774518746386,0.020301609707445295,0.01716720133235164,Bumps,Other_Faults
0,7,0,1201,0.4410175366455972,0.0037557429798809106,0.004174489459815547,0.43157737643475014,0.010960686961144626,0.006719961488428084,0.10179420603038337,Bumps,Bumps
0,7,0,969,0.0830067261898862,0.018574354398749184,0.12393635198892787,0.7017357895644101,0.0286216035285133,0.00868779593523839,0.035437378394274945,Bumps,Other_Faults
0,7,0,1126,0.2707823588232759,0.008266920807535466,0.025452757147266473,0.6054242711860262,0.03839989299843702,0.007953128170944053,0.04372067086651482,Bumps,Other_Faults
0,7,0,1382,0.08235808937670573,0.0067307189542483645,0.37386612383941764,0.451249894310024,0.03249558666048563,0.0,0.05329958685911852,Other_Faults,Other_Faults
0,7,0,1312,0.06539506282607378,0.08737720335382022,0.012851750708301659,0.6147673211299077,0.15378708599946567,0.0005263157894736842,0.06529526019295734,Other_Faults,Other_Faults
0,7,0,1929,0.15230905282911666,0.0066772181522181525,0.2035603423102647,0.4900396568553314,0.01769108782496537,0.005063752248755496,0.12465888977934794,Other_Faults,Other_Faults
0,7,0,1338,0.12010182946601551,0.023835760056623915,0.024993401082892306,0.6426298130396195,0.14796528402122403,0.00578025545167174,0.034693656881952854,Other_Faults,Other_Faults
0,7,0,1543,0.07202002158663402,0.026597883251997377,0.35955965114940375,0.38265125419875085,0.07642370513613424,0.0,0.08274748467708001,Other_Faults,Other_Faults
0,7,0,1535,0.16129670850618522,0.016999085375131544,0.15233238616955735,0.40875591403400713,0.11973397359677954,0.0004761904761904762,0.14040574184214877,Other_Faults,Other_Faults
0,7,0,1279,0.2503890067504349,0.012327724892584326,0.003935976497439698,0.35367269109343136,0.3136743505027468,0.00030303030303030303,0.06569721996033245,Other_Faults,Other_Faults
0,7,0,1526,0.0743715853618498,0.026129439370541824,0.09803096053748002,0.547052002103637,0.0794427838696221,0.007021263050674817,0.1679519657061943,Other_Faults,Other_Faults
0,7,0,1429,0.3589128733406676,0.03636603737596848,0.0024319101950680895,0.3634626418977725,0.15857936423431415,0.002523017902813299,0.07772415505339555,Other_Faults,Other_Faults
0,7,0,1866,0.1459939476098196,0.030032948711897454,0.013405265289796162,0.6882740895690733,0.03167729022265098,0.014599255322213577,0.07601720327454872,Other_Faults,Other_Faults
0,7,0,1501,0.055185673920226816,0.049232875365267895,0.03104232334927204,0.6781496255431644,0.15641866943829047,0.00043478260869565214,0.029536049775082236,Other_Faults,Other_Faults
0,7,0,1520,0.1382968468676892,0.08053405144246348,0.01932625245787798,0.30339921083498517,0.39910131240221136,0.0336481208965555,0.025694205098217102,Other_Faults,Pastry
0,7,0,1498,0.03520343989930174,0.01913659093221192,0.021735470267661795,0.8609906708987242,0.05290987527609053,0.000588235294117647,0.009435717431892138,Other_Faults,Other_Faults
0,7,0,1731,0.12183877468915555,0.011034534349852696,0.05406706456322791,0.7113254517247555,0.037494446366418334,0.00802946797112295,0.05621026033546646,Other_Faults,Other_Faults
0,7,0,1663,0.19337871363140097,0.05215955466505811,0.0019438971760953182,0.45247491967949516,0.26025592086250393,0.0018571428571428571,0.037929851128303535,Other_Faults,Other_Faults
0,7,0,1803,0.24252258122086112,0.005794358612663566,0.0008680555555555555,0.6534889762833198,0.04124030630750385,0.012096383413125958,0.04398933860696989,Other_Faults,Other_Faults
0,7,0,1287,0.25055052679104084,0.10339120855247064,0.008208546100106202,0.4338495285295895,0.13607847504315157,0.018806924647320394,0.04911479033632083,Other_Faults,Other_Faults
0,7,0,1770,0.13257859121489277,0.0035264589343983466,0.037897792010276744,0.7776461122966178,0.011204284438842622,0.01800495848656527,0.019141802618406055,Other_Faults,Other_Faults
0,7,0,1611,0.6141300373089247,0.00202204228520018,0.0016837231968810915,0.28401299556280446,0.07627183166052066,0.002587540999305705,0.019291828986363103,Other_Faults,Bumps
0,7,0,1760,0.13487193352681673,0.02428143475899956,0.0013236714975845409,0.17367720542048734,0.1564460958265672,0.0,0.5093996589695445,Other_Faults,Z_Scratch
0,7,0,1673,0.142952607321214,0.3195859545339381,0.0037468211527035057,0.22886810120875048,0.2615568380467206,0.00566272959776796,0.03762694813890512,Other_Faults,Dirtiness
0,7,0,1397,0.19713073103839726,0.011273783361440769,0.1030190202756076,0.5763180887264706,0.08834238650739097,0.0024737843855490915,0.021442205705143356,Other_Faults,Other_Faults
0,7,0,1739,0.391461652269074,0.002672727272727273,0.005951322061983202,0.4521828752066092,0.12434200737806211,0.0,0.023389415811544016,Other_Faults,Other_Faults
0,7,0,1892,0.24170746586770217,0.030487875836868565,0.020698424914006877,0.5053442547827265,0.03761418309524419,0.009802728819951543,0.15434506668350015,Other_Faults,Other_Faults
0,7,0,1702,0.037329204223804625,0.019909975589402166,0.03728353823446198,0.7978966937815599,0.07016728598841385,0.0,0.03741330218235728,Other_Faults,Other_Faults
0,7,0,1291,0.025070675864065063,0.0536487904002151,0.054660768774916796,0.6496951530989281,0.16318027591644862,0.0,0.05374433594542631,Other_Faults,Other_Faults
0,7,0,1841,0.11387241818447763,0.011093361430190941,0.09828779877445966,0.7448509779229617,0.0032630336140772576,0.014021659810723942,0.014610750263108716,Other_Faults,Other_Faults
0,7,0,1761,0.39984660924743454,0.003489245395127748,0.007958697918611016,0.3366315350337679,0.015051234620321575,0.0036786477411477414,0.2333440300435897,Other_Faults,Bumps
0,7,0,1593,0.1182766071159725,0.024769736812785763,0.02086780755171782,0.7596462262937779,0.03403006179133949,0.004274542490505489,0.038135017943900354,Other_Faults,Other_Faults
0,7,0,1365,0.07950590697961431,0.006149434375159037,0.2012952982648314,0.6683832140461629,0.010593940025250177,0.021481071268606225,0.012591135040376027,Other_Faults,Other_Faults
0,7,0,1682,0.1638422166841653,0.020620002549336908,0.06656662818067355,0.5848947914906508,0.07582637004136095,0.01839370530533269,0.06985628574847981,Other_Faults,Other_Faults
0,7,0,1307,0.24567473510943028,0.01757300354423833,0.003707600069013112,0.3236363660478051,0.3075377540954087,0.0,0.10187054113410436,Other_Faults,Other_Faults
0,7,0,1919,0.16166478727886552,0.0060803446300150155,0.024402536717578752,0.737209027899222,0.013259861058589945,0.011541790743294082,0.04584165167243407,Other_Faults,Other_Faults
0,7,0,1775,0.17685412788103386,0.003936502852804764,0.04335869675691646,0.7309942477461762,0.010732257224173716,0.022778370290781544,0.011345797248113368,Other_Faults,Other_Faults
0,7,0,1318,0.10135694409406563,0.01003518799178192,0.03037619892803654,0.7949889448705706,0.01714941819407302,0.02239390754570396,0.023699398375767847,Other_Faults,Other_Faults
0,7,0,1743,0.07755503707349504,0.01021324352499477,0.0742092986537998,0.7855828597583162,0.009442626574898026,0.007515357262799719,0.03548157715169598,Other_Faults,Other_Faults
0,7,0,1897,0.41213772089914974,0.012428269687094318,0.006976522350901864,0.4670756493398176,0.021241740557917027,0.003065752494631805,0.07707434467048749,Other_Faults,Other_Faults
0,7,0,1855,0.2163499954251723,0.010440098547508913,0.003879050501234765,0.4225666882821811,0.2962146869877175,0.00030303030303030303,0.05024644995315513,Other_Faults,Other_Faults
0,7,0,1577,0.197037941784283,0.11318236513017935,0.008534281130702148,0.4025617642602542,0.21077638456187794,0.0009307359307359307,0.06697652720196735,Other_Faults,Other_Faults
0,7,0,1283,0.12134499407158814,0.05041006021118787,0.0064145189536430934,0.42731774529749184,0.35364814855030036,0.002452555184753327,0.03841197773103514,Other_Faults,Other_Faults
0,7,0,1366,0.19759141909012168,0.02088566657726984,0.0031198382140098777,0.6812574028188915,0.024995111633516878,0.01847613622339916,0.05367442544279049,Other_Faults,Other_Faults
0,7,0,1414,0.38650490584329356,0.01198545854280014,0.02402852042213694,0.4182058768990708,0.12047079730182078,0.012185846877320352,0.026618594113557287,Other_Faults,Other_Faults
0,7,0,1754,0.09343856686026854,0.006711153308414971,0.02479838020379282,0.2283058895431712,0.027271066891325677,0.0012455628803245437,0.6182293803127026,Other_Faults,Z_Scratch
0,7,0,1899,0.24596143054709863,0.02454568266028683,0.0105381485917075,0.6581197199457237,0.012837724030019428,0.005151218040516908,0.042846076184646996,Other_Faults,Other_Faults
0,7,0,1320,0.08076228113292042,0.013914066115435586,0.029313242132174334,0.8142173663119935,0.033662233021635915,0.0010437710437710438,0.0270870402420687,Other_Faults,Other_Faults
0,7,0,1937,0.12437282242623021,0.003330734981392876,0.19165555411589236,0.5523382368969092,0.012920084508042171,0.0031708661316046717,0.11221170093992812,Other_Faults,Other_Faults
0,7,0,1879,0.45004135659083877,0.003203832257540697,0.00502718306250915,0.4448895786111573,0.015286499263737117,0.005160909011633674,0.0763906412025833,Other_Faults,Bumps
0,7,0,1647,0.2960669120222375,0.010379125289342008,0.022936741440237763,0.5352084776201426,0.07214803363999014,0.05108105562122777,0.0121796543668223,Other_Faults,Other_Faults
0,7,0,1601,0.23749003298552154,0.05302783126362756,0.004795080549617754,0.33121961856627957,0.15069061439769124,0.0003125,0.22246432223726212,Other_Faults,Other_Faults
0,7,0,1394,0.12498138173225253,0.026148397212355564,0.041532569909765754,0.7573119891335233,0.009999580944688289,0.02657174292931402,0.013454338138100326,Other_Faults,Other_Faults
0,7,0,1881,0.27231288013683197,0.02776414305112502,0.023290746206530075,0.4380025454569171,0.03187926234020089,0.013659803874240222,0.19309061893415458,Other_Faults,Other_Faults
0,7,0,1585,0.3447430246548268,0.037073302564208724,0.00314750606720421,0.3296693870044552,0.23324287462666746,0.0018022386820340784,0.050321666400603364,Other_Faults,Bumps
0,7,0,1510,0.2433725141918489,0.013396839150198913,0.02547701961899534,0.6556950890325394,0.044451354151561026,0.008068661879551855,0.00953852197530416,Other_Faults,Other_Faults
0,7,0,1519,0.1854455313752127,0.04017904847467037,0.045039403208132496,0.38135676028231325,0.3240282693374438,0.004883631110604794,0.019067356211622623,Other_Faults,Other_Faults
0,7,0,1309,0.39641919619380317,0.0030848861283643892,0.004943385667143911,0.450316068563564,0.08543663535435575,0.003085797491039427,0.056714030601729325,Other_Faults,Other_Faults
0,7,0,1936,0.09853683057650116,0.0010344827586206897,0.05971743535730816,0.7936577281143657,0.0034231591471262078,0.007342558920454667,0.03628780512562292,Other_Faults,Other_Faults
0,7,0,1858,0.18089887386126124,0.04059695448784141,0.033354725843828106,0.7066260174684206,0.019695133196103304,0.003286077601034364,0.015542217541510852,Other_Faults,Other_Faults
0,7,0,1447,0.6734089505639166,0.0012037037037037036,0.01890746383900072,0.2718393285523552,0.01871037706510777,0.0,0.015930176275915947,Other_Faults,Bumps
0,7,0,1873,0.20552790507931473,0.05431568913765194,0.015425085768594969,0.6483020247096334,0.02175539102907997,0.001819172932330827,0.052854731343394176,Other_Faults,Other_Faults
0,7,0,1920,0.10901643769098364,0.007964116407881059,0.15788811453592397,0.5442533309995788,0.015115971664509665,0.009522251931075462,0.15623977677004727,Other_Faults,Other_Faults
0,7,0,1902,0.15730581806670554,0.03438014038303598,0.0037539682539682534,0.743411014138946,0.01350810165963619,0.024359030848077615,0.023281926649630406,Other_Faults,Other_Faults
0,7,0,1297,0.062070088287593285,0.0077017338105141,0.010005962140042528,0.69362150492698,0.19550436864709778,0.0004761904761904762,0.030620151711581944,Other_Faults,Other_Faults
0,7,0,1938,0.15971417201105612,0.004657793522267206,0.21425704469524745,0.4570417082316291,0.041241561464228804,0.004073661417701666,0.1190140586578693,Other_Faults,Other_Faults
0,7,0,1302,0.04974051424076267,0.014922701394232492,0.0035631284565108097,0.5973491782417206,0.31113501881465866,0.0,0.02328945885211459,Other_Faults,Other_Faults
0,7,0,1618,0.44030630033060375,0.0033245789942771362,0.008157199536706178,0.3420357304396218,0.03465607868271272,0.0,0.17152011201607834,Other_Faults,Bumps
0,7,0,1800,0.16269012680626735,0.007993172959660302,0.004609752275044629,0.6291313422625158,0.027469704747913482,0.009473653569828277,0.15863224737876983,Other_Faults,Other_Faults
0,7,0,1758,0.07405627373440588,0.005320114667940754,0.011822004717542243,0.24899587568268214,0.009990035820060049,0.002299861973775017,0.6475158334035936,Other_Faults,Z_Scratch
0,7,0,854,0.035213242061028216,0.6336409076572801,0.005814528397565922,0.098483406154712,0.19945903013937893,0.00035714285714285714,0.027031742732891745,Dirtiness,Dirtiness
0,7,0,858,0.1685713654903033,0.3073896531591643,0.005663800308323636,0.2857836272946863,0.1885465678875939,0.00781638397972731,0.03622860188020112,Dirtiness,Dirtiness
0,7,0,818,0.1359721733384588,0.34380259029270405,0.005087612080565371,0.30359422158036536,0.17631951831334827,0.004304455216725304,0.03091942917783259,Dirtiness,Dirtiness
0,7,0,836,0.47543151678310375,0.0786403073368601,0.02134089650253198,0.3497299838500188,0.03934378832743726,0.006544937518327069,0.028968569681720964,Dirtiness,Bumps
0,7,0,859,0.1743111169425942,0.3949053643929664,0.0009003831417624521,0.21636891691174603,0.193096826476398,0.0054521081752859244,0.014965283959246812,Dirtiness,Dirtiness
0,7,0,826,0.18659150461420804,0.27186181925689856,0.01765624416142326,0.3581750048925719,0.10623189773641062,0.019926674001154235,0.039556855337333205,Dirtiness,Other_Faults
0,7,0,635,0.0,0.0,0.9994444444444445,0.0005555555555555556,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,649,0.006655158327698895,0.0,0.9462775856137976,0.031899203023617186,0.005551166625149757,0.0006458333333333332,0.008971053076402976,K_Scratch,K_Scratch
0,7,0,548,0.0013176782649399281,0.0,0.9759594381338862,0.01306249167921131,0.00030303030303030303,0.0,0.00935736161893207,K_Scratch,K_Scratch
0,7,0,357,0.06438193441010191,0.004117647058823529,0.5847671009656407,0.3275992603863622,0.010794563858785326,0.0031556823661019247,0.005183810954184468,K_Scratch,K_Scratch
0,7,0,429,0.000588235294117647,0.0,0.9982352941176471,0.0,0.0,0.0,0.001176470588235294,K_Scratch,K_Scratch
0,7,0,570,0.001176470588235294,0.0,0.9776111386831665,0.020656835173042364,0.0,0.0,0.0005555555555555556,K_Scratch,K_Scratch
0,7,0,363,0.05618733211934341,0.0035976430976430974,0.7266969971782874,0.18750332506267642,0.015048271953947465,0.007320551183709076,0.0036458794043933364,K_Scratch,K_Scratch
0,7,0,382,0.09120150808063522,0.026434448419795222,0.25005162057094077,0.5334760476724286,0.06497678497292832,0.0036003441003441008,0.03025924618292781,K_Scratch,Other_Faults
0,7,0,463,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,537,0.0113232721894193,0.0005263157894736842,0.8939507957209873,0.06311563942499882,0.014356281077024111,0.000588235294117647,0.016139460503978863,K_Scratch,K_Scratch
0,7,0,482,0.0,0.0,0.9988235294117647,0.000588235294117647,0.000588235294117647,0.0,0.0,K_Scratch,K_Scratch
0,7,0,605,0.04008978332998496,0.00239126559714795,0.6262319115808648,0.24163178485433104,0.014256486874739089,0.002635414869760221,0.07276335289317166,K_Scratch,K_Scratch
0,7,0,736,0.03557321585289103,0.0013025210084033612,0.7724469875482667,0.14111587069602877,0.016963635840124936,0.0,0.03259776905428498,K_Scratch,K_Scratch
0,7,0,539,0.043249866395285406,0.015406012647720242,0.31794034328529414,0.48991826459154914,0.05747724492966053,0.0,0.07600826815049057,K_Scratch,Other_Faults
0,7,0,696,0.001176470588235294,0.0,0.9798266974927788,0.01899683191898549,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,532,0.003972922502334267,0.0,0.9711526773879713,0.01661811391223156,0.0024318818436465496,0.0,0.00582440435381612,K_Scratch,K_Scratch
0,7,0,545,0.02547559000813846,0.003935416377024521,0.7252724809019633,0.21118183330302975,0.022516589409628755,0.0009347826086956521,0.010683307391519818,K_Scratch,K_Scratch
0,7,0,529,0.00469349525840398,0.0,0.9805905216740662,0.012947192217856516,0.000625,0.0,0.0011437908496732027,K_Scratch,K_Scratch
0,7,0,715,0.027581386499183003,0.0015789473684210526,0.8503538067378476,0.0938223173150016,0.006580820924861172,0.0,0.020082721154685176,K_Scratch,K_Scratch
0,7,0,666,0.03649162083377543,0.029644428522025406,0.5148132101587941,0.266944600020264,0.04454876464028651,0.0006797235023041474,0.10687765232255042,K_Scratch,K_Scratch
0,7,0,366,0.11263004792728637,0.002018939393939394,0.3533064959351199,0.45174673162611645,0.045545334404173306,0.002924192665571976,0.03182825804779261,K_Scratch,Other_Faults
0,7,0,349,0.035118564523318165,0.0005,0.7644902677117618,0.1867530328549307,0.009182040594868877,0.00240925335651502,0.0015468409586056645,K_Scratch,K_Scratch
0,7,0,538,0.0010317460317460316,0.0,0.9845622860825657,0.011036559516279631,0.0012554112554112554,0.0,0.002113997113997114,K_Scratch,K_Scratch
0,7,0,609,0.0032529411764705887,0.0,0.9563019954117088,0.037880357529467425,0.0,0.0,0.002564705882352941,K_Scratch,K_Scratch
0,7,0,640,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,423,0.004117647058823529,0.0,0.9899999999999999,0.0058823529411764705,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,553,0.014450573255542134,0.0025400457665903887,0.8252474139134839,0.11158260930657457,0.018394244342676166,0.000588235294117647,0.027196878121015122,K_Scratch,K_Scratch
0,7,0,470,0.0,0.0,0.99687704248366,0.001423611111111111,0.0016993464052287583,0.0,0.0,K_Scratch,K_Scratch
0,7,0,504,0.0004761904761904762,0.0,0.9878859604447838,0.008268440709617181,0.0012554112554112554,0.0,0.002113997113997114,K_Scratch,K_Scratch
0,7,0,565,0.001477124183006536,0.0003333333333333333,0.9725277777777778,0.01884640522875817,0.0003333333333333333,0.0,0.00648202614379085,K_Scratch,K_Scratch
0,7,0,589,0.03096564846754008,0.009955800003467347,0.5585838398420926,0.2636282060581039,0.027484479836830947,0.0027490512333965844,0.1066329745585683,K_Scratch,K_Scratch
0,7,0,546,0.00420028585342987,0.0,0.9507565605609721,0.031428513297622196,0.002590612002376708,0.0,0.011024028285598737,K_Scratch,K_Scratch
0,7,0,498,0.0010503129117259552,0.0,0.9923159235147726,0.0022267834999612495,0.0,0.0,0.004406980073540175,K_Scratch,K_Scratch
0,7,0,477,0.0,0.0,0.9994117647058823,0.000588235294117647,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,371,0.06194926314295133,0.002631016042780749,0.6334159161056325,0.26065182577020385,0.009628768323181571,0.021314346563721505,0.010408864051528586,K_Scratch,K_Scratch
0,7,0,436,0.07411052256942818,0.017344768089324808,0.39195015228889923,0.3385025326038105,0.049026585039913015,0.0006734006734006734,0.1283920387352236,K_Scratch,K_Scratch
0,7,0,689,0.000588235294117647,0.0,0.9783682965885575,0.021043468117324476,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,716,0.024206181244667415,0.0015789473684210526,0.8605921380365945,0.08756840557118312,0.003961773305813553,0.0,0.022092554473319974,K_Scratch,K_Scratch
0,7,0,481,0.0,0.0,0.9994117647058823,0.0,0.000588235294117647,0.0,0.0,K_Scratch,K_Scratch
0,7,0,69,0.32818490794994026,0.0027930670215300197,0.004440739232360125,0.46890633328429415,0.17578429929079056,0.0003125,0.01957815322108491,Pastry,Other_Faults
0,7,0,91,0.07111476709139129,0.034203320399766646,0.05998101252675983,0.380439791937346,0.3660731449011504,0.0,0.08818796314358585,Pastry,Other_Faults
0,7,0,84,0.2433175915807163,0.007185654568973754,0.028432061688636018,0.5320113303399654,0.12030472206355793,0.004833456432292076,0.06391518332585859,Pastry,Other_Faults
0,7,0,100,0.29205922966381764,0.08027115347501436,0.04236456657572206,0.44824936625250983,0.06683148859346467,0.059969571667765835,0.01025462377170548,Pastry,Other_Faults
0,7,0,25,0.16849561913387393,0.047594754701135084,0.03907340380674948,0.34963208152082165,0.3767469851896307,0.003733829523303207,0.01472332612448561,Pastry,Pastry
0,7,0,156,0.11895009183686618,0.028803819449929508,0.007894937992764079,0.1589561014601812,0.3200442003027294,0.0,0.3653508489575294,Pastry,Z_Scratch
0,7,0,102,0.12202997232891251,0.0188384799012848,0.03628820806470505,0.39430240973413916,0.40766544163837426,0.0,0.020875488332584183,Pastry,Pastry
0,7,0,114,0.04997537835939937,0.1085096421395567,0.01618402033526682,0.2572185446653092,0.5494814339782278,0.0,0.018630980522240312,Pastry,Pastry
0,7,0,119,0.04366763930016137,0.0975620640488447,0.03146876521204119,0.3001100270904827,0.4822740926390161,0.0,0.04491741170945387,Pastry,Pastry
0,7,0,64,0.33806760932280855,0.004647361346915677,0.017975353431232043,0.5150134659530862,0.10591351938771161,0.0017663516889323341,0.016616338869313754,Pastry,Other_Faults
0,7,0,129,0.1133152963736921,0.030993196305243855,0.0041675420168067225,0.3772765956527123,0.4431344900418598,0.0004761904761904762,0.030636689133494408,Pastry,Pastry
0,7,0,61,0.2882754976045536,0.003708699537162535,0.0006256109481915934,0.492202643440164,0.1793510117006046,0.007885175521821632,0.027951361247502016,Pastry,Other_Faults
0,7,0,130,0.11393755610302975,0.10265573504604054,0.008285397100676368,0.24679812978757323,0.5053240491776045,0.0007987711213517665,0.022200361663723803,Pastry,Pastry
0,7,0,126,0.055890410486733925,0.15199798040285015,0.037709784956832186,0.23479126365215525,0.4746686433391716,0.0004761904761904762,0.04446572668606632,Pastry,Pastry
0,7,0,72,0.32312330859206134,0.03724809700585398,0.0011043123543123543,0.33993460320133073,0.2548487409160932,0.005557331628303495,0.03818360630204472,Pastry,Other_Faults
0,7,0,125,0.06772267148194752,0.08329736934853527,0.025897082711117566,0.33723383613541097,0.43580100464506094,0.0,0.05004803567792753,Pastry,Pastry
0,7,0,209,0.016633770129600017,0.010048378181432402,0.13446712747133568,0.37799334758488057,0.09880165059772673,0.0,0.36205572603502467,Z_Scratch,Other_Faults
0,7,0,173,0.07710340084672541,0.014430086516669723,0.013807205923304998,0.22864005023752967,0.08759416515378625,0.0010739942528735632,0.5773510970691104,Z_Scratch,Z_Scratch
0,7,0,216,0.08592785680057803,0.02448258665146956,0.007799556712637208,0.14252093699735996,0.07609521279650147,0.0,0.6631738500414537,Z_Scratch,Z_Scratch
0,7,0,169,0.03672147157976393,0.0066693774283907116,0.00753095238095238,0.15721276577417342,0.08099350133089986,0.0,0.7108719315058195,Z_Scratch,Z_Scratch
0,7,0,198,0.3470642261649287,0.0015728715728715729,0.004227057664557665,0.3888427059628345,0.019149720303047187,0.005495088711390623,0.23364832962036974,Z_Scratch,Other_Faults
0,7,0,294,0.15219530882043275,0.0,0.0026826946090771652,0.10135535615298581,0.020427908936044462,0.00045454545454545455,0.7228841860269142,Z_Scratch,Z_Scratch
0,7,0,179,0.3210920025350954,0.0020822480464836707,0.007083738962807652,0.3510983351582662,0.020898909054329735,0.00289465591879385,0.2948501103242233,Z_Scratch,Other_Faults
0,7,0,223,0.027749433995458535,0.0012662337662337664,0.0009090909090909091,0.08431275980929138,0.02072438759188449,0.0,0.8650380939280409,Z_Scratch,Z_Scratch
0,7,0,287,0.0870593462955908,0.0,0.004761612978524743,0.12093495685570932,0.012050159154570918,0.000588235294117647,0.7746056894214862,Z_Scratch,Z_Scratch
0,7,0,279,0.04088167728136653,0.0021195652173913045,0.0,0.08438297581688063,0.025744219597143188,0.0,0.8468715620872177,Z_Scratch,Z_Scratch
0,7,0,191,0.24582104824371143,0.0007919254658385093,0.0018566715542521995,0.36368912414537014,0.02621300298063105,0.011067542303962192,0.3505606853062344,Z_Scratch,Other_Faults
0,7,0,344,0.25280679821101504,0.02417857556450858,0.014662930087400246,0.5713862880731894,0.050516924246125285,0.01798866410746371,0.06845981971029752,Z_Scratch,Other_Faults
0,7,0,180,0.06507537682314296,0.0016236559139784946,0.00726070356658592,0.1758999216504054,0.01602622852806614,0.0,0.734114113517821,Z_Scratch,Z_Scratch
0,7,0,262,0.13809563148093584,0.0035309865573023465,0.0061259920634920625,0.32645500969858887,0.008368968695513316,0.009985926331383222,0.5074374851727843,Z_Scratch,Z_Scratch
0,7,0,325,0.10611705663592563,0.0008514492753623188,0.004697217641921761,0.16946095869729635,0.05202600898065613,0.0,0.6668473087688375,Z_Scratch,Z_Scratch
0,7,0,278,0.05589026550092464,0.007669711362805992,0.013937117490825933,0.2413740414641127,0.011308270916141514,0.011808310514481621,0.6580122827507072,Z_Scratch,Z_Scratch
0,7,0,286,0.09500056501278176,0.0017229637869237424,0.03460726387417221,0.14519018810077342,0.032011145673256296,0.002596290393552057,0.6888715831585408,Z_Scratch,Z_Scratch
0,7,0,164,0.022599634657700297,0.012818683665055241,0.01797892508485548,0.2972394476967091,0.04064019943303623,0.0,0.6087231094626437,Z_Scratch,Z_Scratch
0,7,0,214,0.0375053650520777,0.012167299777441284,0.023694533871265265,0.19367614835470626,0.07211951479823328,0.0,0.6608371381462761,Z_Scratch,Z_Scratch
0,7,0,753,0.010135199509501232,0.009359649122807017,0.03662090157477579,0.03799816545991479,0.005767212148017103,0.8954129898320421,0.004705882352941177,Stains,Stains
0,7,0,786,0.029148085000386913,0.002168458781362007,0.010975633612781541,0.07713542967688251,0.004650498778226482,0.8693027189425573,0.006619175207803096,Stains,Stains
0,7,0,780,0.007712575466827385,0.0,0.022597431285748214,0.04449051104003126,0.0,0.9246112469132751,0.000588235294117647,Stains,Stains
0,7,0,755,0.010500752333118908,0.009998190663825337,0.028205332825291366,0.06664963412582509,0.005349380581578724,0.8748595828253107,0.004437126645049449,Stains,Stains
0,7,0,756,0.006331414962543148,0.0005,0.03481955817247818,0.03318036320665698,0.0,0.9239130201328354,0.001255643525485834,Stains,Stains
0,7,0,778,0.01226100313609417,0.0010555555555555555,0.014105689348219144,0.051019023924509195,0.00037037037037037035,0.916599380806432,0.004588976858819167,Stains,Stains
0,7,0,809,0.011058750144427894,0.0,0.031221087343850776,0.051766161495833476,0.004047884416924665,0.901906116598963,0.0,Stains,Stains
0,8,0,934,0.5022731102968683,0.01993421117610894,0.008568121088494602,0.3654322134813384,0.08100243894302413,0.0033906609195402298,0.019399244094625706,Bumps,Bumps
0,8,0,981,0.4422161175990492,0.014870294681622131,0.08194649329427778,0.3962869962112155,0.05115300483833364,0.010452623183384822,0.0030744701921172506,Bumps,Bumps
0,8,0,1178,0.29617696417061184,0.016757093041367233,0.006615108688082263,0.5565286307828362,0.047426086596814354,0.0012749615975422427,0.07522115512274553,Bumps,Other_Faults
0,8,0,1078,0.3681986828520501,0.06519126197516552,0.022754230620304336,0.3980149453053349,0.09538570230829638,0.02771478118080864,0.02274039575804023,Bumps,Other_Faults
0,8,0,1062,0.37030845540917434,0.003954204212462607,0.0,0.4022307332855739,0.18772502780540537,0.004390610114523158,0.031390969172860446,Bumps,Other_Faults
0,8,0,1196,0.24373421785846208,0.0026879420389856823,0.07590008328953954,0.6194797271146509,0.04182687678521745,0.0031448177426438295,0.013226335170500148,Bumps,Other_Faults
0,8,0,1031,0.5565422244110171,0.013549974334372281,0.0031257883270267173,0.2916965479540085,0.121989185830926,0.0022415824915824915,0.010854696651066887,Bumps,Bumps
0,8,0,895,0.5098013971835812,0.012006887234169181,0.0037647058823529413,0.36113795609053084,0.05736451777517864,0.01579787116577903,0.04012666466840817,Bumps,Bumps
0,8,0,988,0.5547618411358163,0.0015789832356549,0.012876316982424802,0.35549889478772767,0.04291242340906295,0.0003333333333333333,0.03203820711598028,Bumps,Bumps
0,8,0,936,0.35999612921969076,0.012888711061587304,0.001917989417989418,0.3667802049319452,0.24177374498654963,0.0015277777777777776,0.015115442604459899,Bumps,Other_Faults
0,8,0,960,0.7311476200651066,0.0045652233675994094,0.018518226652070185,0.21145172360617492,0.011628791704406284,0.0,0.02268841460464263,Bumps,Bumps
0,8,0,1008,0.3492599875811138,0.011848565013364436,0.007996210231948771,0.4425254507896219,0.1279284476295577,0.0019586453051389937,0.0584826934492543,Bumps,Other_Faults
0,8,0,985,0.37428903311050576,0.010438357153188478,0.017919895538496874,0.3790907809389696,0.025735514846170777,0.002644751192012855,0.18988166722065558,Bumps,Other_Faults
0,8,0,1017,0.5049324310382236,0.0034497272229049723,0.02696545342567537,0.3875885419109841,0.060802543724630016,0.0003448275862068965,0.01591647509137509,Bumps,Bumps
0,8,0,1159,0.480422566756937,0.008872638203443157,0.009212790099477407,0.27875017076091896,0.020202315055687908,0.0003225806451612903,0.20221693847837424,Bumps,Bumps
0,8,0,1043,0.2243334894673216,0.019971675310028116,0.005111863754817047,0.570464188238849,0.09929103153381255,0.002757205008664964,0.07807054668650669,Bumps,Other_Faults
0,8,0,880,0.5392146531286282,0.0023947930190752025,0.030295901585128474,0.33621316008659574,0.051741412168408864,0.011953807646077206,0.02818627236608644,Bumps,Bumps
0,8,0,1220,0.7937503574872715,0.00872638146167558,0.0031542408645503428,0.17409477388515568,0.009452646826316328,0.0,0.010821599475030285,Bumps,Bumps
0,8,0,1030,0.5014336132572631,0.03502974787423634,0.006675813224938494,0.3595770744474627,0.05711982577306349,0.005368508261890614,0.03479541716114542,Bumps,Bumps
0,8,0,1129,0.4267393191005669,0.006893497747532007,0.06906228132963652,0.4220428042026719,0.047684592465679014,0.008326325645440122,0.01925117950847356,Bumps,Bumps
0,8,0,891,0.5902137053463393,0.0014289024842417503,0.0008465608465608465,0.28375065526247895,0.1087188527752478,0.004048513692476541,0.010992809592654793,Bumps,Bumps
0,8,0,943,0.7123159424074572,0.0031733637239821644,0.0010601731601731603,0.21874123303325044,0.0496247745407446,0.00035714285714285714,0.014727370277249564,Bumps,Bumps
0,8,0,1225,0.5524172018532609,0.029419432163086096,0.006793083504517262,0.3745118060789707,0.014763688167490076,0.002614425770308123,0.019480362462367052,Bumps,Bumps
0,8,0,909,0.6275034500688893,0.003884983263862574,0.0015530303030303028,0.2660016695799527,0.07276434196356472,0.00255,0.025742524820700257,Bumps,Bumps
0,8,0,1246,0.41039680320710625,0.030707216448811116,0.029425359603554274,0.46351211508893186,0.03451842749360024,0.0059262385762385746,0.02551383958175754,Bumps,Other_Faults
0,8,0,974,0.21048921287572767,0.285499776324367,0.014311520190197298,0.2614121938979757,0.19980425247027345,0.007149215985231524,0.021333828256227177,Bumps,Dirtiness
0,8,0,896,0.5530706045646135,0.013399754036062353,0.001367456073338426,0.3027029672742046,0.09301971398411019,0.011769101927770658,0.024670402139900047,Bumps,Bumps
0,8,0,967,0.504317958228822,0.06359990320814773,0.01983199268672471,0.3126434612081766,0.06266486865278072,0.020383679948837722,0.016558136066510673,Bumps,Bumps
0,8,0,1197,0.4436595487311049,0.005228300354616145,0.006678406759742833,0.4852650718027868,0.012742864286436015,0.005905644347862345,0.040520163717450944,Bumps,Other_Faults
0,8,0,1112,0.19038072290802277,0.007926529181933099,0.09668699103471187,0.6160737760557918,0.014646151695192296,0.005707112235575233,0.06857871688877305,Bumps,Other_Faults
0,8,0,1067,0.35814508456931976,0.018310546175817656,0.05408578266888964,0.4778116012350329,0.03440148710856241,0.017219140336795988,0.04002635790558154,Bumps,Other_Faults
0,8,0,1075,0.5988601287803152,0.006532834607287568,0.019088989422283806,0.29371977912123504,0.05356832230028161,0.017257353363758807,0.010972592404837878,Bumps,Bumps
0,8,0,1256,0.44835639844289416,0.006887254283828693,0.012330640232926127,0.4232766059443596,0.05202195406833471,0.0017808612440191388,0.0553462857836377,Bumps,Bumps
0,8,0,1265,0.3181103927572115,0.06068652346611469,0.0009263157894736843,0.38321859398513114,0.10980908530534329,0.0024087481146304675,0.12484034058209519,Bumps,Other_Faults
0,8,0,1107,0.19233377919433525,0.011973400551120235,0.03939825091062498,0.6061154424755941,0.027849533324799558,0.08449636680196507,0.03783322674156081,Bumps,Other_Faults
0,8,0,1162,0.7127149783096698,0.0005,0.018772521047969896,0.21485272823321785,0.011436251601743257,0.0,0.04172352080739926,Bumps,Bumps
0,8,0,1056,0.6110918696186366,0.004164362927520822,0.008895782551194647,0.2182200711553569,0.029198732900561276,0.0004,0.1280291808467296,Bumps,Bumps
0,8,0,1234,0.4212280457093508,0.04839176336858555,0.00805752314421045,0.4104625073827238,0.03275596246305715,0.002868863437903686,0.07623533449416862,Bumps,Bumps
0,8,0,929,0.6391067365674136,0.0032047998579438743,0.0062049259745974115,0.17761203331111403,0.02387021208259523,0.0,0.1500012922063359,Bumps,Bumps
0,8,0,1200,0.3680183352011983,0.012270548170656205,0.013814669346571624,0.5211169675004483,0.012354205518403607,0.005632252159370009,0.06679302210335196,Bumps,Other_Faults
0,8,0,1751,0.04409892840357346,0.007418784725710722,0.008052279093455565,0.14229118629470774,0.029134452151864543,0.0003225806451612903,0.7686817886855267,Other_Faults,Z_Scratch
0,8,0,1857,0.10314979144846931,0.01607589007472659,0.009846704253414659,0.713591189558716,0.03136809569104,0.02217107409498714,0.10379725487864605,Other_Faults,Other_Faults
0,8,0,1642,0.3243626134226279,0.08358429188574396,0.03027201728309381,0.3913634852102056,0.07075795578111334,0.07441592695062375,0.025243709466591727,Other_Faults,Other_Faults
0,8,0,1542,0.15687552579411537,0.0667333681420613,0.07447724704986135,0.5974852102298567,0.0421768316247075,0.048794913913008,0.013456903246389746,Other_Faults,Other_Faults
0,8,0,1566,0.2712979449855817,0.022437608108453203,0.008350890931344222,0.46042607461866253,0.19554472989999833,0.001577639751552795,0.04036511170440686,Other_Faults,Other_Faults
0,8,0,1514,0.16414054417846077,0.14373937970774012,0.006378555438864917,0.27332227923417834,0.37914333522893595,0.000588235294117647,0.03268767091770199,Other_Faults,Pastry
0,8,0,1463,0.3243411462508334,0.01038547409812905,0.09300320784714033,0.46050396360840523,0.08141270526584106,0.004084601068037796,0.02626890186161286,Other_Faults,Other_Faults
0,8,0,1916,0.11275295742556303,0.007389147688060732,0.050931453585208425,0.7719176571481854,0.0036870107726885222,0.021912664970484542,0.03140910840980913,Other_Faults,Other_Faults
0,8,0,1676,0.2692323595731573,0.002990998656515898,0.09666317216919007,0.523619358638241,0.021119002640665643,0.0029691876750700275,0.0834059206471602,Other_Faults,Other_Faults
0,8,0,1805,0.22068828470895377,0.01359106891380311,0.000754985754985755,0.6735420235831843,0.0322254545995411,0.016203054957027032,0.042995127482505086,Other_Faults,Other_Faults
0,8,0,1345,0.27786603655693337,0.01387575973267189,0.04906530162129532,0.44451738240411537,0.17666160002652512,0.022317876107859628,0.015696043550599264,Other_Faults,Other_Faults
0,8,0,1725,0.1436500766128933,0.04155993979515515,0.03295334048924707,0.4731910030051095,0.29055179507152495,0.004352551375827238,0.013741293650242624,Other_Faults,Other_Faults
0,8,0,1555,0.1716116627275315,0.4235935093018752,0.010880511042950142,0.2046373545861709,0.15974310685435028,0.005973565965975833,0.023560289521145673,Other_Faults,Dirtiness
0,8,0,1465,0.2972320232804961,0.003841121035407593,0.08433560998338134,0.4772311658162723,0.11681696593174816,0.015172056470682734,0.005371057482011682,Other_Faults,Other_Faults
0,8,0,1553,0.15573756625761495,0.32518841518824415,0.008809542510402535,0.30666438403156265,0.1541768087749479,0.010540099159387832,0.03888318407783955,Other_Faults,Dirtiness
0,8,0,1710,0.05791641920869583,0.1037231778909461,0.06927886121598453,0.5811927583827202,0.12193451997074273,0.0011111111111111111,0.0648431522197994,Other_Faults,Other_Faults
0,8,0,1370,0.15641626288653032,0.0352714836432849,0.0008846153846153846,0.7221527759789014,0.027939736208639047,0.027522953745372815,0.02981217215265599,Other_Faults,Other_Faults
0,8,0,1434,0.3685095039256187,0.00135477761485826,0.0003846153846153846,0.528807155584597,0.0940878464657313,0.0007179487179487179,0.006138152306630567,Other_Faults,Other_Faults
0,8,0,1554,0.18607548861629708,0.3627819522336926,0.008732933197179948,0.23766945010288346,0.16704474010923995,0.006327167176340609,0.03136826856436602,Other_Faults,Dirtiness
0,8,0,1907,0.11279439034302417,0.008206836699156754,0.1639856767431177,0.601089307222197,0.0161837960698795,0.008167174932440045,0.0895728179901849,Other_Faults,Other_Faults
0,8,0,1406,0.4251791310579178,0.0019467980295566503,0.00660255719320121,0.45931276365937806,0.07514103989046358,0.0016448275862068968,0.03017288258327566,Other_Faults,Other_Faults
0,8,0,1600,0.14039291658529288,0.030619584018220198,0.0125032196173388,0.7055870773837662,0.05641677507955122,0.0011658456486042692,0.05331458166722631,Other_Faults,Other_Faults
0,8,0,1591,0.23373420508084672,0.11892526420761133,0.028521591709935127,0.24456296071574252,0.3684719581277019,0.001425925925925926,0.004358094232236109,Other_Faults,Pastry
0,8,0,1415,0.3858747183384023,0.018912895135241043,0.020901940977811097,0.4140535055925848,0.05637860689316703,0.005502911690992186,0.09837542137180152,Other_Faults,Other_Faults
0,8,0,1541,0.301566868185372,0.010392651097584684,0.06938532784068142,0.44139296016419827,0.13569465405811945,0.0020697167755991284,0.03949782187844512,Other_Faults,Other_Faults
0,8,0,1432,0.6419423715532016,0.007993934441471773,0.017067414547470745,0.2935982929041946,0.024243084301564202,0.0,0.015154902252096883,Other_Faults,Bumps
0,8,0,1392,0.12274218777171449,0.029711421522221792,0.13095893584076784,0.6348754306340316,0.009472992476929749,0.032882836734610635,0.03935619501972358,Other_Faults,Other_Faults
0,8,0,1288,0.09384684862852972,0.0036304645283840864,0.09555738422976674,0.6661489453484173,0.05594476701187099,0.0014336917562724014,0.08343789849675849,Other_Faults,Other_Faults
0,8,0,1678,0.3532611244836747,0.0074366092579314525,0.0014761904761904762,0.3529975969153202,0.022369440871050923,0.0007291666666666666,0.2617298713291656,Other_Faults,Bumps
0,8,0,1399,0.11205733520684341,0.01398711121914783,0.3588521466725217,0.458844821504633,0.026570719048861734,0.001194139194139194,0.02849372715385301,Other_Faults,Other_Faults
0,8,0,1747,0.36382371592742113,0.0183554668313741,0.005969695071010861,0.5757789106578556,0.012525483767701765,0.004940593024938375,0.018606134719698294,Other_Faults,Other_Faults
0,8,0,1461,0.4092119194159792,0.01536558769134108,0.03146664007459208,0.4248477768037885,0.09028727260964926,0.011622147684390268,0.017198655720259647,Other_Faults,Other_Faults
0,8,0,1762,0.12591635130749887,0.0663054599670717,0.09483640738313871,0.4928283879541487,0.107454369742594,0.005883848880053813,0.10677517476549404,Other_Faults,Other_Faults
0,8,0,1459,0.32050962349892564,0.023865422566574104,0.04272541937553284,0.4418434667303548,0.09429554306888559,0.018872525674535564,0.0578879990851913,Other_Faults,Other_Faults
0,8,0,1635,0.4489604684483443,0.0015063218390804598,0.005205611546255563,0.44137590435639273,0.07983447784643731,0.0020210180623973727,0.021096197901092264,Other_Faults,Bumps
0,8,0,1540,0.18350077480371088,0.05155790625655154,0.06472411283175128,0.6250160992366132,0.03875756645621582,0.013372631889146024,0.023070908526011027,Other_Faults,Other_Faults
0,8,0,1451,0.38203864364277956,0.012649185533296144,0.016112970683277925,0.38626970592356863,0.08338840850269062,0.0041766862182943615,0.11536439949609306,Other_Faults,Other_Faults
0,8,0,1928,0.2093768410008882,0.012699459931380446,0.051443251131245794,0.6377954918254388,0.06046975415798425,0.00309245335561125,0.025122748597450992,Other_Faults,Other_Faults
0,8,0,1692,0.050086274871745766,0.03896562976882654,0.08210987890241121,0.6014518068681756,0.11333425474109715,0.000588235294117647,0.11346391955362617,Other_Faults,Other_Faults
0,8,0,1705,0.0694402713159064,0.03495252259131255,0.05557329733040493,0.7409480624039979,0.06416166758290875,0.0014990512333965843,0.03342512754207255,Other_Faults,Other_Faults
0,8,0,1720,0.12672761865004542,0.00379227761485826,0.06351368789227022,0.7548034205731595,0.036059220407350726,0.0009722222222222221,0.014131552640093263,Other_Faults,Other_Faults
0,8,0,1834,0.05027962141145314,0.010498104606868215,0.08478586915365538,0.7648854659835856,0.030118655249276687,0.03132194289282075,0.028110340702339854,Other_Faults,Other_Faults
0,8,0,1416,0.3029417347837809,0.0066878652477790415,0.006223092651952525,0.5131270243151854,0.10230480839262424,0.04213361590785966,0.026581858700818178,Other_Faults,Other_Faults
0,8,0,1820,0.13781803298367504,0.10408129824477243,0.010753496718510952,0.4331331940525685,0.26246815240842325,0.008189098464552185,0.04355672712749758,Other_Faults,Other_Faults
0,8,0,1768,0.1303948236252055,0.004719842907923403,0.012041726212504203,0.8050427068383356,0.010470434851239807,0.00819082706673252,0.02913963849805902,Other_Faults,Other_Faults
0,8,0,1654,0.20645099146145388,0.013378221497348429,0.06097045820560008,0.5888608140478442,0.06348765618197534,0.036400727750720424,0.03045113085505749,Other_Faults,Other_Faults
0,8,0,1792,0.4060423138438456,0.005658060552902862,0.004130116959064328,0.4658533990574129,0.10245590663498298,0.005448491343853358,0.010411711607937763,Other_Faults,Other_Faults
0,8,0,1749,0.13704855029663932,0.0363891003354592,0.3219329268958996,0.46235488357213406,0.017747475412058466,0.0015555555555555557,0.022971507932253638,Other_Faults,Other_Faults
0,8,0,1632,0.19017378210877628,0.06558604604801603,0.004678620612124448,0.6544202189768521,0.04210873523444584,0.02440534796252533,0.018627249057259827,Other_Faults,Other_Faults
0,8,0,1860,0.5041945224228274,0.0010896551724137932,0.01156072192042713,0.3706552525497632,0.07774690352791055,0.0004,0.034352944406657725,Other_Faults,Bumps
0,8,0,1335,0.12798290433001203,0.030377657521102552,0.025037683807150022,0.6341047851465316,0.16206397231997818,0.0007792207792207792,0.0196537760960048,Other_Faults,Other_Faults
0,8,0,1546,0.3422980285615781,0.024847885079289256,0.03227977570494825,0.5153101811856952,0.050787883418154316,0.007017947200145342,0.027458298850189397,Other_Faults,Other_Faults
0,8,0,1626,0.5774002930744383,0.0013654766286345231,0.0005555555555555556,0.3351762471245593,0.06360376055870065,0.002302631578947368,0.019596035479164272,Other_Faults,Bumps
0,8,0,1391,0.10804846782166524,0.01843824364662017,0.08132896798051908,0.7201653716777361,0.011878695699253974,0.02294382390695597,0.03719642926724933,Other_Faults,Other_Faults
0,8,0,1853,0.2580363424317532,0.0033523535851122054,0.008476223237833144,0.42646042743546775,0.2223157727010378,0.028475719527577117,0.0528831610812186,Other_Faults,Other_Faults
0,8,0,1609,0.38143724944911994,0.012386693290582916,0.003103955541026479,0.322342035632237,0.2413521663311084,0.0014882352941176472,0.03788966446180758,Other_Faults,Bumps
0,8,0,1298,0.058001919064537694,0.015552247493371923,0.01871544878086389,0.6055888835719103,0.291292517082714,0.0,0.010848984006601982,Other_Faults,Other_Faults
0,8,0,1870,0.19461661419400933,0.06396486270710824,0.04487466694811895,0.6658264650336733,0.014044336481558855,0.0009,0.015773054635531258,Other_Faults,Other_Faults
0,8,0,1374,0.30613556655774465,0.025358307807105577,0.002075414781297134,0.5163117772312283,0.06571112204287038,0.031886925769371445,0.052520885810382376,Other_Faults,Other_Faults
0,8,0,1393,0.21498783552500542,0.030415343102954205,0.0429392099551295,0.6341678035451185,0.019085729086725185,0.02268277913718375,0.03572129964788307,Other_Faults,Other_Faults
0,8,0,1661,0.7226574710615083,0.0009761904761904762,0.00438503328980671,0.239473805792393,0.01154079797705622,0.0014285714285714286,0.019538129974473666,Other_Faults,Bumps
0,8,0,1292,0.07406269176437319,0.010136245439266625,0.012875892568104574,0.689594971847836,0.18138918157047715,0.0005555555555555556,0.03138546125438632,Other_Faults,Other_Faults
0,8,0,1456,0.30606146375253557,0.020734256910821126,0.07306424212319086,0.46766093222575295,0.09548316727271455,0.02318375545678271,0.013812182258202165,Other_Faults,Other_Faults
0,8,0,1771,0.10248551917410552,0.0013157485216308746,0.05300562378229736,0.7836453226244855,0.004223473084886128,0.014821127358892397,0.04050318545370201,Other_Faults,Other_Faults
0,8,0,1886,0.2639220467500259,0.0022974941724941723,0.006964152462604476,0.4090737172409346,0.14957350877315523,0.12102171926038277,0.04714736134040288,Other_Faults,Other_Faults
0,8,0,1742,0.13808165776157771,0.00295468509984639,0.06140700160736857,0.7480682690589563,0.02297855930163241,0.0017787114845938374,0.024731115686024645,Other_Faults,Other_Faults
0,8,0,1787,0.1617826531053409,0.0168235532295104,0.042275063119033264,0.7205224098794903,0.020694805672988162,0.005441810344827586,0.03245970464880925,Other_Faults,Other_Faults
0,8,0,853,0.06890546130991285,0.5492475172862828,0.03587823802843386,0.18626027756228308,0.11943068214935451,0.002063321385902031,0.038214502277830326,Dirtiness,Dirtiness
0,8,0,842,0.0443913741912962,0.6265455497046525,0.0088473406649278,0.14691186392178193,0.14528880196710017,0.0006929510155316606,0.027322118534709623,Dirtiness,Dirtiness
0,8,0,865,0.32496154854431547,0.13056981177478802,0.011675298905169268,0.4013704700300505,0.08713861833629646,0.016262927480368405,0.028021324929011743,Dirtiness,Other_Faults
0,8,0,822,0.14023006614479472,0.39896616170168137,0.020639781027612613,0.278399296836973,0.11269402275301445,0.0070523141074611655,0.042018357428462313,Dirtiness,Dirtiness
0,8,0,841,0.04746729421447788,0.6248004145152982,0.0088473406649278,0.14680284312513436,0.14653988860865333,0.0006929510155316606,0.02484926785597659,Dirtiness,Dirtiness
0,8,0,820,0.15567173803840686,0.40305069224058826,0.014190378548466786,0.27143693205243796,0.12541790860246047,0.004955327760474819,0.025277022757164605,Dirtiness,Dirtiness
0,8,0,505,0.0011145510835913312,0.0015789473684210526,0.9654606024866085,0.03078147329107081,0.0,0.0,0.0010644257703081232,K_Scratch,K_Scratch
0,8,0,508,0.0033291316526610644,0.0,0.9591604174821772,0.03413159932454531,0.0008333333333333333,0.0,0.002545518207282913,K_Scratch,K_Scratch
0,8,0,585,0.05343469163581977,0.0053974151830929315,0.7416606810458011,0.15224980692670645,0.0047123093681917215,0.0,0.0425450958403878,K_Scratch,K_Scratch
0,8,0,566,0.002941176470588235,0.0,0.9831897475589425,0.009089664205763277,0.0014215686274509803,0.0,0.0033578431372549024,K_Scratch,K_Scratch
0,8,0,571,0.0810058313162417,0.01014248248056895,0.3280342401623158,0.434085188865598,0.012180804319548686,0.011004515908402061,0.12354693694732476,K_Scratch,Other_Faults
0,8,0,503,0.002852941176470588,0.0,0.9848657651646266,0.006973344176380229,0.001176470588235294,0.0,0.004131478894287242,K_Scratch,K_Scratch
0,8,0,488,0.0,0.0,0.999375,0.000625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,385,0.30245104982929655,0.0016870370370370368,0.21437211114562044,0.39990310314852984,0.07136348610073669,0.0035647349936143036,0.006658477745165052,K_Scratch,Other_Faults
0,8,0,426,0.0,0.0,0.9947495093984657,0.0037740638025268005,0.001153846153846154,0.0,0.0003225806451612903,K_Scratch,K_Scratch
0,8,0,356,0.037453119542769614,0.003292642140468227,0.39158683594653043,0.5333802784173068,0.007052143801046212,0.018751658968056945,0.008483321183821741,K_Scratch,Other_Faults
0,8,0,581,0.0005263157894736842,0.0015789473684210526,0.9856059278846725,0.011700573663315204,0.0,0.0,0.000588235294117647,K_Scratch,K_Scratch
0,8,0,551,0.042076231698941584,0.005657286126326373,0.7268636761301966,0.1795397775867561,0.024510726046222297,0.000588235294117647,0.02076406711743926,K_Scratch,K_Scratch
0,8,0,724,0.011719464101430046,0.000928030303030303,0.9133588066069183,0.050037461488096034,0.0018003565062388593,0.0,0.022155880994286448,K_Scratch,K_Scratch
0,8,0,598,0.0008695652173913043,0.0,0.9907601235256368,0.006631180822189033,0.0,0.0,0.0017391304347826085,K_Scratch,K_Scratch
0,8,0,624,0.0,0.0,0.9987545787545787,0.0012454212454212454,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,439,0.0,0.0,0.9944245886940384,0.002620402999909641,0.0,0.0,0.0029550083060519493,K_Scratch,K_Scratch
0,8,0,660,0.0,0.0,0.9980827886710238,0.0019172113289760348,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,453,0.0015098039215686277,0.0,0.9969803921568626,0.0,0.0,0.0,0.0015098039215686277,K_Scratch,K_Scratch
0,8,0,708,0.000588235294117647,0.0,0.9540439557003019,0.04430338323527178,0.0,0.0,0.0010644257703081232,K_Scratch,K_Scratch
0,8,0,459,0.0003333333333333333,0.0,0.997185035842294,0.0018257168458781362,0.0,0.0,0.0006559139784946236,K_Scratch,K_Scratch
0,8,0,682,0.0010427807486631017,0.0,0.9831145986269325,0.014004385330286617,0.0008333333333333333,0.0,0.0010049019607843138,K_Scratch,K_Scratch
0,8,0,623,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,637,0.0,0.0,0.9900210803844703,0.009978919615529522,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,413,0.004643962848297214,0.0,0.9725134083752499,0.018123720234014352,0.002365967365967366,0.0,0.002352941176470588,K_Scratch,K_Scratch
0,8,0,693,0.00339572192513369,0.0,0.9615543696986247,0.03504990837624134,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,395,0.015320777433780533,0.0,0.9037281324066219,0.060388902276437575,0.002954202660085013,0.0,0.01760798522307474,K_Scratch,K_Scratch
0,8,0,729,0.07911173301314882,0.004052731753970144,0.5977147037448247,0.27192390588619675,0.02610475883005833,0.0012222222222222222,0.019869944549579067,K_Scratch,K_Scratch
0,8,0,580,0.003529411764705882,0.0,0.9839916580667354,0.009464224286205712,0.0008333333333333333,0.0,0.002181372549019608,K_Scratch,K_Scratch
0,8,0,586,0.0004761904761904762,0.0,0.9831553003536563,0.015304083399845115,0.0,0.0,0.0010644257703081232,K_Scratch,K_Scratch
0,8,0,621,0.038456939579246056,0.00929955905807299,0.0719468803950439,0.11375606451488894,0.02579310575905003,0.7041583555875248,0.0365890951061729,K_Scratch,Stains
0,8,0,632,0.06702098558827356,0.011174622034212829,0.5882310746728955,0.2293617768340482,0.019914242014474778,0.00041666666666666664,0.0838806321894283,K_Scratch,K_Scratch
0,8,0,430,0.0003333333333333333,0.0,0.997350867269985,0.0019824660633484164,0.0,0.0,0.0003333333333333333,K_Scratch,K_Scratch
0,8,0,631,0.008232452401250355,0.0011384863123993557,0.9442764261408761,0.027819244977812754,0.005317703893151463,0.0,0.013215686274509803,K_Scratch,K_Scratch
0,8,0,685,0.0,0.0,0.990040350789897,0.009959649210102929,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,381,0.06027715954224391,0.002578224170647124,0.7643691264759161,0.1507918839344681,0.014121425434161027,0.007039599797402585,0.0008225806451612903,K_Scratch,K_Scratch
0,8,0,362,0.07276008209337745,0.013209345417848718,0.325838503352138,0.45543785177794044,0.10484913533540642,0.006939240016800869,0.020965842006488,K_Scratch,Other_Faults
0,8,0,633,0.0,0.0,0.9938695595197141,0.006130440480285682,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,526,0.0048709017872036985,0.0,0.9620622220464102,0.025817903737054136,0.0004761904761904762,0.0,0.0067727819531412355,K_Scratch,K_Scratch
0,8,0,669,0.000588235294117647,0.0,0.9826576854761945,0.01675407922968775,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,19,0.10221654563387833,0.024541567205794257,0.015353912793042197,0.4806159925478007,0.35407006855004347,0.0003125,0.02288941326944098,Pastry,Other_Faults
0,8,0,118,0.16431829292759823,0.030651432784538492,0.01428852688629974,0.4387516381502782,0.34335226066698304,0.0014511494252873564,0.007186699159014839,Pastry,Other_Faults
0,8,0,96,0.1424633980437444,0.06844639378198142,0.010784544666897608,0.47240959781705283,0.27813205034304994,0.0005,0.027264015347273768,Pastry,Other_Faults
0,8,0,30,0.1901455621372382,0.14733612093043832,0.020587812733826663,0.3236180392538003,0.3120170824651578,0.0020689655172413794,0.0042264169622968405,Pastry,Other_Faults
0,8,0,105,0.2861942153898114,0.019139068606728444,0.0508091890325564,0.45266235295414253,0.15404813992035785,0.004967340581392585,0.032179693515011085,Pastry,Other_Faults
0,8,0,134,0.2726370082869285,0.01887643211293792,0.0011490683229813663,0.32963602675235615,0.3235653673594785,0.001088235294117647,0.05304786187119979,Pastry,Other_Faults
0,8,0,37,0.10298638165028691,0.05913510872784144,0.03488663003681159,0.44936988246701354,0.23069265314732323,0.0014060606060606062,0.12152328336466275,Pastry,Other_Faults
0,8,0,31,0.1179153580320122,0.05338383379334357,0.0451601405107865,0.2677923021406566,0.487169408533587,0.000588235294117647,0.02799072169549632,Pastry,Pastry
0,8,0,10,0.1096690926548645,0.023094653723896054,0.023753118077885875,0.3066669826408121,0.4996552439869953,0.0,0.037160908915546145,Pastry,Pastry
0,8,0,14,0.09946824327023654,0.02878197391121354,0.0373980855726339,0.47766996002310563,0.33556539518430545,0.0008695652173913043,0.020246776821113515,Pastry,Other_Faults
0,8,0,78,0.07231392119430945,0.06435365339395097,0.1655227710836881,0.3364253420149975,0.29984149317142345,0.0,0.06154281914163065,Pastry,Other_Faults
0,8,0,62,0.483090486695924,0.010271627425802336,0.004827586206896552,0.4077022781439258,0.07590961981355998,0.003586039070800734,0.0146123626430902,Pastry,Bumps
0,8,0,121,0.08013381098136511,0.027120021826389066,0.006974176135958319,0.36367656924580233,0.48973753343006526,0.0,0.03235788838041969,Pastry,Pastry
0,8,0,5,0.11336560969842598,0.09397108018494324,0.03686287530476982,0.29885218846212025,0.43983286180456793,0.0,0.017115384545172634,Pastry,Pastry
0,8,0,57,0.2533883076182118,0.019930979675576867,0.0033456299885832796,0.47919231792583494,0.19603890706495591,0.00271292113683418,0.0453909365900029,Pastry,Other_Faults
0,8,0,12,0.08603624094115499,0.05019931564477256,0.024310694655963205,0.44900521385604414,0.36221044632088,0.00045454545454545455,0.027783543126639332,Pastry,Other_Faults
0,8,0,219,0.09662458641715585,0.02055256090085811,0.019783243175812835,0.17909993415259007,0.10393920919194354,0.0010049019607843138,0.5789955642008552,Z_Scratch,Z_Scratch
0,8,0,232,0.12992260729884858,0.014511756313641745,0.0016614906832298137,0.265491905621912,0.032784996423949636,0.017093662373531805,0.5385335812848862,Z_Scratch,Z_Scratch
0,8,0,167,0.045864173987080405,0.012308213222337362,0.0028306277056277056,0.1648139683536224,0.028042112440185462,0.0016096176821983274,0.7445312866089482,Z_Scratch,Z_Scratch
0,8,0,166,0.1295543868082636,0.006346083382848089,0.02644798362448787,0.19037563591125103,0.031740135565032815,0.001375272331154684,0.6141605023769618,Z_Scratch,Z_Scratch
0,8,0,172,0.13917368348677026,0.004588809557639481,0.005391640959945914,0.17989875145708809,0.07495260971087891,0.0005,0.5954945048276771,Z_Scratch,Z_Scratch
0,8,0,283,0.08839708248699876,0.0022392468923909084,0.0016550925925925926,0.1392547834692888,0.009503537380228284,0.0017647058823529412,0.7571855512961473,Z_Scratch,Z_Scratch
0,8,0,347,0.1650232059784107,0.08631857766065545,0.011852795970141525,0.42145920718251495,0.20964065868874038,0.0031958152958152957,0.10250973922372145,Z_Scratch,Other_Faults
0,8,0,229,0.0522782119958534,0.000588235294117647,0.007956656346749226,0.05620690811434186,0.02535632154356799,0.0,0.8576136667053695,Z_Scratch,Z_Scratch
0,8,0,247,0.08685997984821428,0.004320978713932005,0.0007179487179487179,0.13138871936101273,0.16577800874001195,0.0,0.6109343646188803,Z_Scratch,Z_Scratch
0,8,0,163,0.08658901193117495,0.00486096256684492,0.026385313926701282,0.29806799129492384,0.03859078229521402,0.00301269923173948,0.5424932387534016,Z_Scratch,Z_Scratch
0,8,0,158,0.3167615086721209,0.012403897164926578,0.006177899833141767,0.6257996196090684,0.0040303164066054905,0.005414969706551145,0.029411788607585816,Z_Scratch,Other_Faults
0,8,0,178,0.09990485991672546,0.003960561497326203,0.02209696402801853,0.21646008854916782,0.016258539626413545,0.0016980101219231652,0.6396209762604249,Z_Scratch,Z_Scratch
0,8,0,181,0.14511632604735564,0.004390396859226782,0.013088305183733573,0.17393438432467265,0.07052301792166712,0.0005,0.5924475696633439,Z_Scratch,Z_Scratch
0,8,0,205,0.12474331357922802,0.013495716489679337,0.027533893477912453,0.1876217611610681,0.03065232218249877,0.0,0.6159529931096133,Z_Scratch,Z_Scratch
0,8,0,237,0.12144867116426672,0.004392369290288849,0.0015145502645502644,0.1807295937958649,0.07459155078017346,0.0005263157894736842,0.6167969489153822,Z_Scratch,Z_Scratch
0,8,0,253,0.32908257632340593,0.0036472590627763036,0.005423750655948798,0.5146765128007621,0.011414470968803998,0.006689372205674118,0.1290660579826286,Z_Scratch,Other_Faults
0,8,0,246,0.24967544689575616,0.002857142857142857,0.006033101061564058,0.38787368760176766,0.009961795506017328,0.004705173911056263,0.33889365216669565,Z_Scratch,Other_Faults
0,8,0,269,0.18805704971003895,0.015241711409252639,0.06150842093713924,0.4671336217389907,0.01707102418227588,0.006024911638069531,0.24496326038423288,Z_Scratch,Other_Faults
0,8,0,312,0.1636977721307728,0.005983529270293977,0.016447003257237452,0.24103435083599478,0.10039441566172347,0.0009453781512605042,0.4714975506927167,Z_Scratch,Z_Scratch
0,8,0,795,0.04290001088374542,0.0031457166199813256,0.01675347815767227,0.19572936535864657,0.016604266543321783,0.7116971834995627,0.013169978937069823,Stains,Stains
0,8,0,788,0.03507863406550422,0.0,0.02441212334340035,0.07543691793422014,0.005192501455659351,0.8471806344613921,0.012699188739823414,Stains,Stains
0,8,0,746,0.02844627190110871,0.00375,0.009601546042304477,0.045607811146420894,0.006202865507644295,0.9021193947944601,0.004272110608061372,Stains,Stains
0,8,0,754,0.5140813064578611,0.044997166300360006,0.019621532105106178,0.32581733392767537,0.03495773719864734,0.04167194507673329,0.018852978933616732,Stains,Bumps
0,8,0,772,0.2537334451481678,0.014040400580522066,0.034065713374278,0.6210636124066289,0.0219885428871271,0.03405071846179585,0.021057567141480063,Stains,Other_Faults
0,8,0,810,0.01605108515818524,0.0035714285714285713,0.00954946286512121,0.040000299167051584,0.0028773151826544485,0.921923617345373,0.006026791710185626,Stains,Stains
0,8,0,797,0.028841137677824973,0.0,0.017750626475310248,0.08000530788599686,0.009787228393697217,0.8630274642730527,0.000588235294117647,Stains,Stains
0,9,0,1106,0.1306525181844717,0.1528634082048147,0.012067060405282238,0.4669007735405218,0.14744526744137348,0.008351466727632359,0.08171950549590379,Bumps,Other_Faults
0,9,0,1070,0.4763908834137753,0.010823877539521555,0.002780725022104332,0.3099755169587576,0.0568691507200828,0.003698917748917749,0.13946092859684012,Bumps,Bumps
0,9,0,1132,0.4626139298466083,0.0029009619614156056,0.07816124028318161,0.3668125390468302,0.05367307533922549,0.02069205199433323,0.015146201528405645,Bumps,Bumps
0,9,0,979,0.48409015436905056,0.04030358177340948,0.030833649279313577,0.33218292967172686,0.07610060328034746,0.03191349253086477,0.004575589095287238,Bumps,Bumps
0,9,0,1179,0.6991999281119656,0.0057591608048744814,0.006534422019181636,0.24376258022948313,0.03600769912072419,0.0003333333333333333,0.00840287638043723,Bumps,Bumps
0,9,0,1198,0.6431555144980651,0.0008095238095238095,0.01830794889961791,0.271694850772256,0.029829576490524,0.0012549857549857552,0.03494759977502745,Bumps,Bumps
0,9,0,1131,0.5469108295705473,0.0073124313246838366,0.03527024594290171,0.2995690157271659,0.0708072226426983,0.01868421937400322,0.02144603541799936,Bumps,Bumps
0,9,0,1033,0.6090991828461313,0.009379092583916584,0.0017803030303030305,0.33347121889481035,0.032712717190462766,0.0032562194838409676,0.01030126597053505,Bumps,Bumps
0,9,0,1257,0.28566237610356365,0.026598648195395484,0.003243430975629118,0.28937251693613997,0.34221491804010673,0.0025425925925925924,0.05036551715657254,Bumps,Pastry
0,9,0,1093,0.4389828742743604,0.025219075645500976,0.01963158915497322,0.4186377985149988,0.07747713167554517,0.007606063790156707,0.01244546694446464,Bumps,Bumps
0,9,0,1051,0.6235450051326743,0.007843074633563851,0.011763109221184778,0.30167992284663475,0.03438759462198724,0.0027199916788017476,0.01806130186515329,Bumps,Bumps
0,9,0,1050,0.4292842625615469,0.00844924252055259,0.001360708534621578,0.4704864719157893,0.05724156209029726,0.005335963612498139,0.02784178876469415,Bumps,Other_Faults
0,9,0,925,0.5981805078202025,0.006014742097923093,0.00873785122923054,0.2240864415413064,0.05093860347530359,0.0,0.1120418538360338,Bumps,Bumps
0,9,0,874,0.23500464074566785,0.027614091560765056,0.015072585936950066,0.45190405782252696,0.2377133705009256,0.011071740965085763,0.021619512468078722,Bumps,Other_Faults
0,9,0,894,0.5555672506628434,0.005915145502645503,0.0053485946420729034,0.35373867150115806,0.04990067042440528,0.010775239877563713,0.01875442738931113,Bumps,Bumps
0,9,0,1122,0.11481457490434499,0.13220481772440543,0.0033141131188791566,0.23313668401434964,0.4947697443126626,0.0,0.021760065925358438,Bumps,Pastry
0,9,0,916,0.6358237045352944,0.01340878908959404,0.012294138264632559,0.2665233839827371,0.04957075699121576,0.0,0.0223792271365262,Bumps,Bumps
0,9,0,1137,0.29028380551283206,0.004070840182894512,0.05011347241460404,0.42243470859955856,0.11452807059241793,0.012893807388233385,0.10567529530945925,Bumps,Other_Faults
0,9,0,917,0.5387240894153076,0.007840043991255676,0.0005263157894736842,0.3258913849883771,0.08571570895844621,0.0018514492753623187,0.039451007581777414,Bumps,Bumps
0,9,0,1032,0.5539896693128127,0.017853910023903054,0.008932507466077851,0.28863177714124516,0.047603317169708094,0.0,0.08298881888625317,Bumps,Bumps
0,9,0,1035,0.12627826960730046,0.027612234742847085,0.0019898492312285417,0.767295949953786,0.033181209380241904,0.017903610551766994,0.02573887653282877,Bumps,Other_Faults
0,9,0,962,0.5801643788006478,0.008229721512577552,0.0016796440489432703,0.3543556830591445,0.03297076576252759,0.0003448275862068965,0.022254979229952322,Bumps,Bumps
0,9,0,968,0.17282300318298155,0.21378112460621737,0.05965665204846452,0.34713654466640587,0.14646319611601194,0.007813556074029648,0.052325923305889,Bumps,Other_Faults
0,9,0,954,0.47260797729859705,0.016062572041248512,0.003424686903747006,0.3808271557502523,0.09308489998312121,0.0,0.03399270802303371,Bumps,Bumps
0,9,0,1214,0.7536350882263575,0.007903829221355567,0.00599533244551402,0.19075631243318786,0.013238989107623745,0.0005555555555555556,0.02791489301040532,Bumps,Bumps
0,9,0,999,0.337985561882991,0.0315620825110557,0.0020621947496947497,0.5322967351530018,0.042475930810506844,0.008010319192490631,0.045607175700259114,Bumps,Other_Faults
0,9,0,946,0.6528400600907296,0.011947009048170039,0.0010427807486631017,0.2603821957749894,0.0654738042136135,0.003120801612180923,0.005193348511653465,Bumps,Bumps
0,9,0,1117,0.19475757858189816,0.012455434692466176,0.026581336320237382,0.6931719254713421,0.009510965563999501,0.030810506856293066,0.03271225251376366,Bumps,Other_Faults
0,9,0,998,0.5510625117631055,0.007376855646697954,0.011376479903826588,0.3580194336452274,0.054863400455713335,0.0003333333333333333,0.016967985252095866,Bumps,Bumps
0,9,0,1108,0.2411314737803911,0.0426801726336838,0.0510852038424424,0.5205098839839774,0.09763086641407963,0.022259826307757438,0.024702573037668287,Bumps,Other_Faults
0,9,0,1157,0.4287922309178151,0.012196150549271183,0.02626348123933768,0.31055773551287186,0.030835848730082663,0.0,0.1913545530506214,Bumps,Bumps
0,9,0,995,0.31246572912981896,0.0782263360157296,0.0073299952392024015,0.5031689871997226,0.040593663357399695,0.021368778526631806,0.03684651053149508,Bumps,Other_Faults
0,9,0,1177,0.8386206203077436,0.0010846560846560847,0.010214322617785616,0.12596942916100015,0.009534980609969976,0.0019274891774891775,0.012648502041355248,Bumps,Bumps
0,9,0,1182,0.764950233303553,0.002643187830687831,0.010976519098012788,0.1877089110409827,0.00999695725749162,0.0010714285714285713,0.022652762897843338,Bumps,Bumps
0,9,0,1020,0.6626579780252493,0.0038050145611257472,0.008180883528709614,0.2797635825486254,0.021964345648468678,0.0008695652173913043,0.022758630470429756,Bumps,Bumps
0,9,0,1128,0.4639430953656644,0.005090391564999912,0.11101301026044216,0.353415852114321,0.04045562052255091,0.016762873771354228,0.00931915640066729,Bumps,Bumps
0,9,0,1042,0.509647600443811,0.0031228817932885257,0.0003125,0.3506944939242438,0.12401731191807758,0.001702953908836262,0.010502258011742826,Bumps,Bumps
0,9,0,1121,0.13349366465424312,0.045919579824237174,0.0028748482901406434,0.34815057507184755,0.43274863743116326,0.001345713782784721,0.03546698094558356,Bumps,Pastry
0,9,0,1094,0.3870410367534865,0.035035319992869136,0.029237564051927217,0.4554539113300767,0.06966514907841122,0.0058543553422283415,0.017712663451000803,Bumps,Other_Faults
0,9,0,1004,0.3242183004425593,0.03645769004196002,0.002546517809675705,0.5588148054998914,0.02782876273908543,0.015976524544508555,0.034157398922319705,Bumps,Other_Faults
0,9,0,1484,0.05014978736061167,0.010973156370247164,0.009551276124253643,0.7979919475048713,0.10648736548836629,0.0,0.024846467151649544,Other_Faults,Other_Faults
0,9,0,1400,0.2181331319872511,0.003599368127831126,0.047649433873356274,0.6443028506920565,0.018575910273340133,0.023808488142050725,0.04393081690411412,Other_Faults,Other_Faults
0,9,0,1752,0.1390614212098834,0.0,0.004907775654494231,0.22071482645473928,0.017697533826360058,0.0015941465941465944,0.6160242962603766,Other_Faults,Z_Scratch
0,9,0,1668,0.08395980041491823,0.0003125,0.4798971090450921,0.3384754141939251,0.04213313702530835,0.0004,0.05482203932075613,Other_Faults,K_Scratch
0,9,0,1326,0.08758371804051493,0.0028909090909090907,0.0462952547324205,0.8258390974759112,0.0029641625552403613,0.010667365523301893,0.023759492581701503,Other_Faults,Other_Faults
0,9,0,1767,0.15890417034221788,0.0038187651410268044,0.022198626405233495,0.7686331632428868,0.008728953841447935,0.015638951059327635,0.022077369967859185,Other_Faults,Other_Faults
0,9,0,1339,0.10955170388866292,0.024433998692807494,0.039005620174049925,0.6990088732275579,0.08601999682975262,0.0018134337068160596,0.04016637348035288,Other_Faults,Other_Faults
0,9,0,1439,0.38447797718893845,0.005270476015657237,0.0004761904761904762,0.40437316796992073,0.1848260011889842,0.001761189002568313,0.018814998157740733,Other_Faults,Other_Faults
0,9,0,1660,0.42398594767975534,0.024141744543240373,0.03857122405913037,0.4104679726402191,0.06522963689155613,0.023500935835186972,0.01410253835091163,Other_Faults,Bumps
0,9,0,1342,0.3695305596524047,0.007242676092730977,0.026787947546637013,0.46374376644120835,0.1075098146236591,0.007525793461814852,0.017659442181544967,Other_Faults,Other_Faults
0,9,0,1420,0.4276539094859472,0.004120882113529172,0.06105852695723784,0.3997741423213438,0.046150361854174024,0.027943990614893673,0.03329818665287396,Other_Faults,Bumps
0,9,0,1893,0.29295541896911825,0.03148846202530295,0.004537549868432221,0.5760860672734789,0.026278177357928638,0.008656075416307495,0.059998249089431424,Other_Faults,Other_Faults
0,9,0,1574,0.09096284823115992,0.025580326431253707,0.009423085232521227,0.5730214691412165,0.09291249109011289,0.0,0.20809977987373557,Other_Faults,Other_Faults
0,9,0,1575,0.08820488018180801,0.017673691499850982,0.005009604969256553,0.5887819174422478,0.14838383835672053,0.0,0.1519460675501157,Other_Faults,Other_Faults
0,9,0,1736,0.16331759160206713,0.0034390664160401,0.08779604254676185,0.5590732301494686,0.08847074303921626,0.008685040864500669,0.08921828538194503,Other_Faults,Other_Faults
0,9,0,1667,0.4838491748650933,0.004549495768536016,0.001287878787878788,0.3748719146893228,0.04271220266629766,0.0028433348260934466,0.08988599839677786,Other_Faults,Bumps
0,9,0,1776,0.22473701161791734,0.007383045235037646,0.03599099663609068,0.6552119688418354,0.015937150065539682,0.02680961527205119,0.033930212331528126,Other_Faults,Other_Faults
0,9,0,1939,0.12374379610989023,0.0015297383775644646,0.2604573636753788,0.48043145143906507,0.011262855704611423,0.0,0.12257479469348999,Other_Faults,Other_Faults
0,9,0,1464,0.7427736197582621,0.003012962962962963,0.01893513705793118,0.21684981339026585,0.007517609494314891,0.0003448275862068965,0.01056602975005612,Other_Faults,Bumps
0,9,0,1495,0.03932409289463966,0.021437375370541654,0.00864105505179674,0.7776205980736486,0.13590885140519074,0.0018020815364268874,0.015265945667755325,Other_Faults,Other_Faults
0,9,0,1679,0.15224486565499848,0.012415077597633379,0.05503033669356236,0.7443473833392155,0.011250404563703797,0.007423826201970218,0.017288105948915986,Other_Faults,Other_Faults
0,9,0,1837,0.06477823060036404,0.012061126878714017,0.05484121996096361,0.7595242083377552,0.06009978725467674,0.0031727207011836996,0.04552270626634286,Other_Faults,Other_Faults
0,9,0,1398,0.09117628909856525,0.008397336329534471,0.10336246118616396,0.7540653284326769,0.018565519227285297,0.003385723944750314,0.021047341781023333,Other_Faults,Other_Faults
0,9,0,1596,0.13441993616716505,0.10792470391785518,0.005238223791932232,0.4796694142107578,0.18061114450230967,0.005350587447021213,0.08678598996295854,Other_Faults,Other_Faults
0,9,0,1810,0.08116869036889698,0.02960971362252599,0.05818710905833204,0.6503941177478993,0.0344212918098456,0.13523223896287237,0.010986838429627695,Other_Faults,Other_Faults
0,9,0,1348,0.15112361276570568,0.028420153993991924,0.010374066220344319,0.37825096976729194,0.3856937074519759,0.0024444293846570884,0.04369306041603333,Other_Faults,Pastry
0,9,0,1868,0.15598084157246989,0.03067822630324223,0.036473977389999065,0.7264746179592868,0.01732988189297939,0.00225898880625047,0.030803466075772237,Other_Faults,Other_Faults
0,9,0,1804,0.3165706952720407,0.003724723303844197,0.00035714285714285714,0.542760970999921,0.1158590369962943,0.0007378129117259552,0.019989617659030907,Other_Faults,Other_Faults
0,9,0,1724,0.14712972820646023,0.002518006485748421,0.0858897277750874,0.5989605391731956,0.12786714405577107,0.0026676525873507296,0.034967201716386426,Other_Faults,Other_Faults
0,9,0,1614,0.34953560216785284,0.013647760543637606,0.01593224929525239,0.4746894301768544,0.010457162851431931,0.001939684569479966,0.13379811039549083,Other_Faults,Other_Faults
0,9,0,1437,0.32285481312369785,0.012518196992127582,0.0033882352941176468,0.5933271596741995,0.02302198358266004,0.006158490943125916,0.03873112039007148,Other_Faults,Other_Faults
0,9,0,1625,0.4505091045501162,0.008935379167824869,0.0031479356444293325,0.2792727032778663,0.018085470111099792,0.0008051529790660225,0.23924425426959747,Other_Faults,Bumps
0,9,0,1910,0.0847148154503942,0.008399173877636876,0.052981185636291776,0.7812351128875957,0.0027044524103347635,0.04299580600491639,0.026969453732829822,Other_Faults,Other_Faults
0,9,0,1384,0.12357176063894064,0.012581662705438342,0.06662004159164402,0.7600081221339867,0.009575680839292455,0.0064533106345986664,0.02118942145609849,Other_Faults,Other_Faults
0,9,0,1865,0.11651866464453363,0.023041251760052322,0.008137321482073306,0.7629142033747911,0.02489939688958682,0.0017001863876863876,0.0627889754612762,Other_Faults,Other_Faults
0,9,0,1453,0.38532054931821735,0.005798148148148148,0.050426652557063835,0.3876297896977636,0.16161926775421356,0.0011962768615692155,0.008009315663024104,Other_Faults,Other_Faults
0,9,0,1602,0.13115383378014692,0.0043676350513097584,0.06329144252962104,0.7608621490790933,0.023759365072703202,0.000588235294117647,0.015977339193007863,Other_Faults,Other_Faults
0,9,0,1462,0.44753001686607413,0.005680437812834139,0.08649668388429621,0.36570374441648257,0.07412023612355728,0.007473906655759113,0.012994974240996583,Other_Faults,Bumps
0,9,0,1734,0.09478266570992046,0.006645651238146109,0.05999995075862767,0.6639609277640232,0.08991210587789379,0.009152099032797229,0.07554659961859135,Other_Faults,Other_Faults
0,9,0,1336,0.1235291336910505,0.05815985084570203,0.01895127678961484,0.39767068906067315,0.35240096832772694,0.00043478260869565214,0.048853298676536865,Other_Faults,Other_Faults
0,9,0,1806,0.20762903549967493,0.006225299040229099,0.0010643388869195321,0.5885514026326747,0.024049103381922076,0.008315312976736723,0.16416550758184278,Other_Faults,Other_Faults
0,9,0,1906,0.12300018545763254,0.011140749039726021,0.12553115579611285,0.6040846013313016,0.01891054637412199,0.042236626992155635,0.07509613500894902,Other_Faults,Other_Faults
0,9,0,1584,0.3785745846415751,0.018787459548040036,0.0081303743407939,0.49126314258718795,0.048391686007203054,0.00938289094939499,0.045469861925804905,Other_Faults,Other_Faults
0,9,0,1413,0.3642319846067013,0.003609317902157168,0.002352941176470588,0.5093179657829194,0.10129641259320459,0.0028183442656059287,0.01637303367294114,Other_Faults,Other_Faults
0,9,0,1708,0.04934817283494863,0.003601686657569011,0.15472051715592522,0.6407084112079974,0.07628983173093089,0.0,0.07533138041262884,Other_Faults,Other_Faults
0,9,0,1381,0.15268834134435666,0.01653844574740928,0.08897594054718541,0.6511466587831386,0.019137810930806964,0.0037811137723222123,0.06773168887478075,Other_Faults,Other_Faults
0,9,0,1296,0.13466414226835569,0.002539127539127539,0.0656762656476592,0.5916284506297147,0.17278582585340307,0.0009286412512218964,0.03177754681051761,Other_Faults,Other_Faults
0,9,0,1570,0.4921733968348027,0.004110354651733962,0.02000391906235034,0.4084307858118912,0.050948175619627126,0.0009330628803245436,0.023400305139269887,Other_Faults,Bumps
0,9,0,1887,0.1817069512358136,0.013423806205871422,0.0035785575048732942,0.46874652709649317,0.29338840069188915,0.004226740650653694,0.034929016614405714,Other_Faults,Other_Faults
0,9,0,1722,0.09376638434948005,0.0021359614310491816,0.07546885373911522,0.736536792189151,0.035697266522798275,0.005142271563797933,0.05125247020460813,Other_Faults,Other_Faults
0,9,0,1299,0.08112431161938324,0.014174418536292928,0.019794803152862018,0.6946209709241837,0.16854981763894275,0.003341176470588235,0.018394501657746642,Other_Faults,Other_Faults
0,9,0,1735,0.13565651816098698,0.004564422541396225,0.08072890443330362,0.6388911562438949,0.06110570554935631,0.006213277509435607,0.07284001556162609,Other_Faults,Other_Faults
0,9,0,1452,0.46788789820887644,0.014248283841272642,0.045260984836490624,0.39885081905791453,0.06779749680775021,0.0008711433756805807,0.005083373872014846,Other_Faults,Bumps
0,9,0,1798,0.20015116985548662,0.006130153213273418,0.0010050007463800568,0.6317667789200041,0.03434414049018977,0.009567186581314578,0.11703557019335133,Other_Faults,Other_Faults
0,9,0,1457,0.538310581298278,0.027788569813760777,0.018974439159031985,0.3239931850845849,0.042216801993511306,0.0418810781063163,0.0068353445445163705,Other_Faults,Bumps
0,9,0,1274,0.17124764583123273,0.030648690346453667,0.015389681012472749,0.33758998795918066,0.39334499338717066,0.005044583351219507,0.046734418112270006,Other_Faults,Pastry
0,9,0,1629,0.2907294004668467,0.01661298556097454,0.009029549297244397,0.41964313961209215,0.22821427985426027,0.0029056956115779643,0.032864949597003965,Other_Faults,Other_Faults
0,9,0,1819,0.23381781622367334,0.06214637321259105,0.004883521919966933,0.4247888874038903,0.23452134128722069,0.009236200981946628,0.030605858970710883,Other_Faults,Other_Faults
0,9,0,1730,0.13643025385200824,0.0007142857142857143,0.1042917824074149,0.6134049109527601,0.09147262756465832,0.005015750159713009,0.04867038934915935,Other_Faults,Other_Faults
0,9,0,1471,0.37545289294298045,0.013221708393862093,0.04338357590157261,0.4486211469335235,0.09128901403096176,0.021824720498308654,0.006206941298791025,Other_Faults,Other_Faults
0,9,0,1779,0.1664450693984196,0.008462262765406781,0.06284997851622859,0.7064429290115064,0.015776498163625235,0.006551466362127503,0.03347179578268575,Other_Faults,Other_Faults
0,9,0,1717,0.11154025315446177,0.004247005881767545,0.15130856077182828,0.5906680243907894,0.015548930437801116,0.004142438035820389,0.1225447873275316,Other_Faults,Other_Faults
0,9,0,1445,0.5103324247790253,0.0030664103354505834,0.008266590601757945,0.4244694190146582,0.034298758002486524,0.0029879529677483644,0.016578444298873084,Other_Faults,Bumps
0,9,0,1440,0.5371741046524626,0.0035034807297965186,0.03407953920162853,0.3699110900325095,0.0301112847887229,0.00045454545454545455,0.024765955140334653,Other_Faults,Bumps
0,9,0,1842,0.053696794814815575,0.028020056981202485,0.049286917339807904,0.7362531461985129,0.07568575260428809,0.0007071960297766749,0.056350136031596464,Other_Faults,Other_Faults
0,9,0,1703,0.04241929081984549,0.009080774147256852,0.02712798868648985,0.7808613056288236,0.10566335049067918,0.0,0.03484729022690481,Other_Faults,Other_Faults
0,9,0,1634,0.5614200812484674,0.004186349551306315,0.0,0.3281946910375354,0.08133839474256954,0.004028628118843073,0.02083185530127807,Other_Faults,Bumps
0,9,0,852,0.0314550002617809,0.6993946840228563,0.0028740637745643307,0.12359173383380634,0.12212241648204665,0.002770547418598393,0.017791554206346857,Dirtiness,Dirtiness
0,9,0,847,0.0798256830047248,0.4979044936863076,0.0037514524194231873,0.16227074339151204,0.23597114310463996,0.0016945571331981066,0.018581927260194264,Dirtiness,Dirtiness
0,9,0,835,0.1354299380084481,0.1177968686405781,0.003383963706544351,0.6586828136959965,0.03771251350601256,0.017138486202765212,0.029855416239655236,Dirtiness,Other_Faults
0,9,0,816,0.06299169506876866,0.02674022264285422,0.06217054400955727,0.6660142933281938,0.08944270904877726,0.0,0.09264053590184862,Dirtiness,Other_Faults
0,9,0,812,0.05570982487473024,0.028070088291677266,0.03827525771747234,0.6768023484505331,0.11495819276473077,0.0003846153846153846,0.08579967251624103,Dirtiness,Other_Faults
0,9,0,830,0.3096619905866644,0.1035483852124551,0.005372824608312224,0.49517032986052323,0.037884446968926344,0.005453081057201949,0.042908941705916616,Dirtiness,Other_Faults
0,9,0,433,0.000988235294117647,0.0,0.9947876867003588,0.0014990512333965843,0.0,0.0,0.0027250267721269277,K_Scratch,K_Scratch
0,9,0,386,0.29124623044714154,0.003761975326905386,0.1409201602402825,0.48120470405242455,0.07140700734066532,0.006646084192181501,0.004813838400398933,K_Scratch,Other_Faults
0,9,0,416,0.0003125,0.0,0.9915340102297705,0.006604933586337761,0.0,0.0,0.0015485561838916339,K_Scratch,K_Scratch
0,9,0,455,0.000588235294117647,0.0,0.9941890571410081,0.0034084967320261437,0.0,0.0,0.0018142108328479906,K_Scratch,K_Scratch
0,9,0,514,0.0705334395082971,0.0023576604554865423,0.7007041040535457,0.17262930988227976,0.014221686734871319,0.0,0.039553799365519365,K_Scratch,K_Scratch
0,9,0,536,0.004084330701977761,0.0,0.947221717463142,0.04442665753579065,0.0013712121212121212,0.0,0.0028960821778772306,K_Scratch,K_Scratch
0,9,0,434,0.000988235294117647,0.0,0.9977288631709471,0.0003225806451612903,0.0,0.0,0.0009603208897739868,K_Scratch,K_Scratch
0,9,0,441,0.016399688188152316,0.00045454545454545455,0.9154460598487448,0.06337806846240013,0.003095662507427213,0.0,0.0012259755387303436,K_Scratch,K_Scratch
0,9,0,370,0.0620701123810072,0.002017461704961705,0.7058591373147277,0.2118275479636414,0.005585693327972114,0.010859892821653028,0.001780154486036839,K_Scratch,K_Scratch
0,9,0,670,0.000588235294117647,0.0,0.9866586970792035,0.012753067626678454,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,674,0.0015764705882352942,0.0,0.9800000857170384,0.018423443694725806,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,391,0.015752950166707285,0.008510599602159705,0.5950020168582116,0.22801995089130325,0.09625354242707183,0.0,0.05646094005454617,K_Scratch,K_Scratch
0,9,0,489,0.001176470588235294,0.0,0.9964210832847992,0.001176470588235294,0.0,0.0,0.0012259755387303436,K_Scratch,K_Scratch
0,9,0,376,0.07220467705690126,0.00975475506294472,0.6174623751216637,0.23537428751661466,0.0437579453619143,0.019012896999636653,0.0024330628803245435,K_Scratch,K_Scratch
0,9,0,458,0.001764705882352941,0.0,0.9923034362259756,0.002352941176470588,0.0,0.0,0.003578916715200932,K_Scratch,K_Scratch
0,9,0,712,0.015571540197466278,0.0,0.8941036924001184,0.08165606858395703,0.0018975279106858054,0.0,0.006771170907771589,K_Scratch,K_Scratch
0,9,0,485,0.001088235294117647,0.0,0.9868622597553872,0.003941176470588236,0.001764705882352941,0.0,0.006343622597553873,K_Scratch,K_Scratch
0,9,0,480,0.000588235294117647,0.0,0.9928916715200932,0.003529411764705882,0.000588235294117647,0.0,0.0024024461269656376,K_Scratch,K_Scratch
0,9,0,507,0.0019518716577540108,0.0,0.9711931229930909,0.021791980139070938,0.0017647058823529412,0.0,0.0032983193277310923,K_Scratch,K_Scratch
0,9,0,645,0.0,0.0,0.9973534721893241,0.002597022860180755,0.0,0.0,4.950495049504951e-05,K_Scratch,K_Scratch
0,9,0,675,0.000988235294117647,0.0,0.9823743340887294,0.016637430617152633,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,730,0.09100339129707422,0.0021266968325791857,0.5489953010807526,0.2825704039800117,0.04118329365728074,0.000588235294117647,0.03353267785818356,K_Scratch,K_Scratch
0,9,0,513,0.0046967320261437915,0.0,0.9668193333130349,0.02069047060853327,0.001764705882352941,0.0,0.0060287581699346405,K_Scratch,K_Scratch
0,9,0,679,0.000988235294117647,0.0,0.9833868989038518,0.015036630507912622,0.0,0.0,0.000588235294117647,K_Scratch,K_Scratch
0,9,0,500,0.0021994884910485936,0.0,0.9721933583669207,0.019625057764060327,0.000588235294117647,0.0,0.005393860083852741,K_Scratch,K_Scratch
0,9,0,383,0.1931246389484696,0.000689655172413793,0.21711881391959292,0.5111346479150999,0.044780404281437,0.005927769640168858,0.02722407012281769,K_Scratch,Other_Faults
0,9,0,665,0.0016199813258636786,0.0,0.9774459505808423,0.01932295698218265,0.0,0.0,0.001611111111111111,K_Scratch,K_Scratch
0,9,0,603,0.0,0.0,0.9991658796648896,0.0007846153846153847,0.0,0.0,4.950495049504951e-05,K_Scratch,K_Scratch
0,9,0,380,0.1327356516656708,0.0025980675671078146,0.5864375945602192,0.24896433037091317,0.01135994562876904,0.011943411169863796,0.005960999037456165,K_Scratch,K_Scratch
0,9,0,697,0.13517846221981192,0.017662230721634746,0.20928213011958618,0.46985081230297426,0.01027568894407005,0.025416034482810726,0.13233464120911195,K_Scratch,Other_Faults
0,9,0,394,0.0018270510835913312,0.0,0.9707453793388174,0.021885205344163695,0.0022910216718266254,0.0,0.003251342561600612,K_Scratch,K_Scratch
0,9,0,542,0.0015764705882352942,0.0,0.9822240825741286,0.008370599701869052,0.0014230179028132993,0.0,0.006405829232953617,K_Scratch,K_Scratch
0,9,0,694,0.000988235294117647,0.0,0.9875045459626755,0.011507218743206742,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,686,0.0,0.0,0.9792394458607826,0.020172318845099502,0.0,0.0,0.000588235294117647,K_Scratch,K_Scratch
0,9,0,502,0.0,0.0,0.9958328479906814,0.001176470588235294,0.001764705882352941,0.0,0.0012259755387303436,K_Scratch,K_Scratch
0,9,0,447,0.0,0.0,0.9984547685537786,0.0003846153846153846,0.0,0.0,0.0011606160616061607,K_Scratch,K_Scratch
0,9,0,404,0.001400735294117647,0.0,0.9760426906119403,0.012219143446852427,0.0028792569659442722,0.0,0.007458173681145204,K_Scratch,K_Scratch
0,9,0,369,0.05520876687655186,0.0010542582417582417,0.746213740582887,0.18389802704564318,0.005490931951241429,0.00721270667446688,0.0009215686274509805,K_Scratch,K_Scratch
0,9,0,368,0.16672324143142825,0.010482686690227267,0.3693106407703,0.36385266296025415,0.05875316510211066,0.02267393334077172,0.008203669704908096,K_Scratch,K_Scratch
0,9,0,101,0.2059715435506637,0.02713183239801257,0.006024363643360576,0.44998416501197164,0.29435783933671045,0.002489389397647792,0.014040866661633305,Pastry,Other_Faults
0,9,0,148,0.12701700886546788,0.0821760518632669,0.015804669906043147,0.2356988084039204,0.5187140459536485,0.00043478260869565214,0.020154632398957616,Pastry,Pastry
0,9,0,8,0.16089971456237975,0.016683042507602816,0.03579874291158221,0.4530740077545262,0.317725232073733,0.0016707535121328223,0.014148506678043172,Pastry,Other_Faults
0,9,0,138,0.21281008860741057,0.017486895860822797,0.015455876018019479,0.44475850775868814,0.2907373927165964,0.0030385990011530186,0.01571264003730971,Pastry,Other_Faults
0,9,0,32,0.1585569585867703,0.04832412286242933,0.019205521906278496,0.35616659103178105,0.38152447079415275,0.0004761904761904762,0.035746144342397645,Pastry,Pastry
0,9,0,131,0.0786749673723481,0.06218487625349785,0.031224812442706997,0.2999573745002324,0.4875962301608891,0.0016408668730650156,0.03872087239726055,Pastry,Pastry
0,9,0,2,0.20635611516277103,0.08919921268407395,0.001402116402116402,0.3443792526754362,0.2895104164987928,0.004189746201510908,0.06496314037529864,Pastry,Other_Faults
0,9,0,143,0.26198058810328206,0.03319523059721233,0.040878458181825054,0.37005421270204736,0.19115451204157574,0.01061749799103213,0.09211950038302524,Pastry,Other_Faults
0,9,0,49,0.6842674782300908,0.004117256427132897,0.005805607845374252,0.19495574743048466,0.09063481953839761,0.010731752412091677,0.009487338116427805,Pastry,Bumps
0,9,0,108,0.18616879639646558,0.04204734756439654,0.015384718115379292,0.5612398701438598,0.1464779898860237,0.008272326453104486,0.04040895144077026,Pastry,Other_Faults
0,9,0,147,0.2608561113781713,0.028847692019196257,0.038517539435860455,0.2986858520081442,0.3428516916226726,0.004082792730618817,0.026158320805336314,Pastry,Pastry
0,9,0,117,0.058636190303786605,0.02828217604192976,0.0035645249270789448,0.1972846192534146,0.7028518108460198,0.0,0.009380678627770289,Pastry,Pastry
0,9,0,74,0.28659367474594094,0.0037843404187071065,0.005728267245962346,0.5006427387743883,0.17278579520028825,0.00030303030303030303,0.03016215331168272,Pastry,Other_Faults
0,9,0,146,0.10594302424214028,0.047255402225751704,0.042424566977979514,0.2779515559057787,0.48118647345417487,0.001360708534621578,0.04387826865955332,Pastry,Pastry
0,9,0,7,0.10609192965430075,0.0250271255195285,0.15608115410375778,0.5177616368697345,0.1775990836993386,0.004024574267488105,0.013414495885851386,Pastry,Other_Faults
0,9,0,324,0.07254017514482011,0.01723925867879897,0.0014371317287526213,0.1876832955812771,0.1731028023931695,0.0,0.5479973364731815,Z_Scratch,Z_Scratch
0,9,0,160,0.056904835919231254,0.0006781609195402299,0.010222448668462598,0.1383436273027353,0.026626992852974412,0.0,0.767223934337056,Z_Scratch,Z_Scratch
0,9,0,233,0.06629441703823045,0.0010144704433497536,0.02713415969606568,0.13272550178936343,0.007290069757644144,0.0008545454545454545,0.7646868358208007,Z_Scratch,Z_Scratch
0,9,0,187,0.2456603183560186,0.013387682076753676,0.00851072941395522,0.3846984904345983,0.012646624626457428,0.016770751108477557,0.31832540398373926,Z_Scratch,Other_Faults
0,9,0,231,0.11784463109266723,0.0026748036170990137,0.006032119597028319,0.23623797702784916,0.015221050279170487,0.0018415715829508932,0.620147846803235,Z_Scratch,Z_Scratch
0,9,0,238,0.04847020808881336,0.005270003717265381,0.0013257575757575756,0.15699100133524665,0.0245613332857167,0.0,0.7633816959972002,Z_Scratch,Z_Scratch
0,9,0,213,0.04654559099321052,0.009636980677984942,0.06392791026816584,0.2289286561312791,0.03887511602625735,0.0,0.6120857459031022,Z_Scratch,Z_Scratch
0,9,0,197,0.19719854118057678,0.019552250595981247,0.006208219749657022,0.31124408329193404,0.12022766124854714,0.001130952380952381,0.3444382915523513,Z_Scratch,Z_Scratch
0,9,0,227,0.1048394036218867,0.013841985144771522,0.17408777251388657,0.4070667720405309,0.08884429168413385,0.00041666666666666664,0.21090310832812376,Z_Scratch,Other_Faults
0,9,0,343,0.19226871346348212,0.05974279961187258,0.008472794807706397,0.4948705317871067,0.12506273294363018,0.01420998030028182,0.10537244708591995,Z_Scratch,Other_Faults
0,9,0,225,0.10183060847632165,0.0024819327872720536,0.0026862373737373737,0.09880969806173619,0.03636359147405283,0.0,0.7578279318268797,Z_Scratch,Z_Scratch
0,9,0,243,0.06352814063961523,0.015296477933899558,0.004520123839009288,0.16202070376319241,0.09684978760914532,0.027950089126559715,0.6298346770885785,Z_Scratch,Z_Scratch
0,9,0,218,0.06383284067340408,0.0012633881922675028,0.015085142837039125,0.09198659665286306,0.006156327707539394,0.0008545454545454545,0.8208211584823413,Z_Scratch,Z_Scratch
0,9,0,165,0.04868919120497435,0.006419852978098623,0.04845472545504295,0.2719630866516896,0.0358355587789228,0.000588235294117647,0.5880493496371538,Z_Scratch,Z_Scratch
0,9,0,159,0.1313074941811613,0.009308656578573458,0.015173302881437825,0.33306822212145454,0.06301609479688466,0.028493911248710015,0.4196323181917784,Z_Scratch,Z_Scratch
0,9,0,342,0.07023602871471618,0.13167238924639654,0.020611165968407494,0.4563107594340291,0.21016527141712782,0.0013752122241086587,0.10962917299521414,Z_Scratch,Other_Faults
0,9,0,234,0.07732550644640765,0.002472333851871057,0.0029084967320261433,0.1836003058630512,0.01021172937371228,0.008823529411764706,0.7146580983211669,Z_Scratch,Z_Scratch
0,9,0,170,0.049750128640249136,0.0003125,0.004131357806280407,0.17478647998686242,0.04355209800892643,0.0003333333333333333,0.727134102224348,Z_Scratch,Z_Scratch
0,9,0,168,0.03186283233638445,0.005647150632828382,0.012022019604062947,0.23555497867216996,0.03700045994946571,0.000588235294117647,0.6773243235109707,Z_Scratch,Z_Scratch
0,9,0,776,0.12477027857847384,0.03194770218756304,0.029076372341833766,0.40559493455315715,0.011381544085560873,0.3766952759087387,0.020533892344672688,Stains,Other_Faults
0,9,0,783,0.032912131121781,0.005459770114942528,0.017362648196097123,0.0722240215551259,0.00810673234811166,0.8570780411207456,0.006856655543196143,Stains,Stains
0,9,0,740,0.04927030215088198,0.0010855683269476372,0.039954816969365384,0.12511645945675826,0.012648553810693328,0.7611832166964448,0.010741082588908678,Stains,Stains
0,9,0,751,0.007019952962463905,0.0,0.0493897031353861,0.03236996114960436,0.0028138974888200895,0.908406485263725,0.0,Stains,Stains
0,9,0,789,0.12209199647775622,0.017336889672740566,0.03996354016688246,0.6326262057627057,0.010405635515595446,0.1391930173611199,0.038382715043199456,Stains,Other_Faults
0,9,0,763,0.03967429809792225,0.0,0.03525818307261672,0.10179430771269732,0.008564636405076247,0.8143960747116874,0.0003125,Stains,Stains
0,9,0,794,0.03310472860472861,0.0037931034482758617,0.013809273845379322,0.05312181063551367,0.0022495894909688014,0.8911183182854171,0.002803175689716291,Stains,Stains
0,9,0,806,0.21976327083777383,0.0404097620438231,0.0365083147186655,0.41039161218898934,0.041684438536347256,0.22795393736890004,0.02328866430550087,Stains,Other_Faults