% Python_3.7.3.
% Sklearn_0.21.2.
% NumPy_1.16.4.
% SciPy_1.3.0.
% Fri Aug  7 05:01:15 2020
% Created by run_task()
@RELATION openml_task_146817_predictions

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

@DATA
0,0,0,1136,0.250876193751056,0.03258003112484728,0.11038006608190574,0.3760934194826913,0.09200249931928794,0.0575728089121002,0.08049498132811156,Other_Faults,Bumps
0,0,0,867,0.24028744176242306,0.023194980145681807,0.1945387625251156,0.3810524901575755,0.05267342265593794,0.026476603093681633,0.08177629965958447,Other_Faults,Bumps
0,0,0,887,0.2498893630783133,0.03508978543766863,0.12407573799187316,0.3576928884212308,0.10145971402655676,0.04746503717678308,0.08432747386757429,Other_Faults,Bumps
0,0,0,983,0.28257104767887775,0.03301446179560707,0.11055188323484909,0.35052140325453407,0.08186244066887272,0.054988337900071196,0.086490425467188,Other_Faults,Bumps
0,0,0,959,0.3619427480754105,0.023493436081222566,0.07192590273085785,0.3173657422085364,0.07240459901031884,0.039366024577804734,0.11350154731584902,Bumps,Bumps
0,0,0,947,0.37332896920531383,0.025650005380740075,0.053602880524655866,0.3243289463826858,0.08381156386457748,0.037403900009134454,0.10187373463289265,Bumps,Bumps
0,0,0,1188,0.214852048502681,0.03670032337321032,0.09330855698304852,0.4096010522825664,0.11193083922620983,0.0521829606789748,0.08142421895330909,Other_Faults,Bumps
0,0,0,1176,0.3704522667070352,0.023664800583916575,0.05873750073596532,0.35278513980729725,0.07660136740721556,0.042872512768882216,0.07488641198968793,Bumps,Bumps
0,0,0,1068,0.34596838176265876,0.02461599192994481,0.05596692918952182,0.3480787551831149,0.06125805141164051,0.05203852156426241,0.11207336895885685,Other_Faults,Bumps
0,0,0,976,0.21783556664760043,0.038845997611109184,0.07900948126953661,0.41066327891172855,0.12543209624554855,0.049554909305603564,0.07865867000887303,Other_Faults,Bumps
0,0,0,966,0.28628975145282315,0.026074591670108144,0.06687724607544514,0.3420698029358956,0.07242665593243275,0.04291037618273392,0.16335157575056114,Other_Faults,Bumps
0,0,0,1165,0.3750025847260159,0.023417082775909568,0.05791509781624379,0.3431544853677596,0.07593468107648717,0.0425881950009386,0.08198787323664525,Bumps,Bumps
0,0,0,1161,0.24830301203739708,0.02821848094838028,0.09454115479586475,0.39039393444437176,0.07333433432971194,0.030213592071482047,0.13499549137279215,Other_Faults,Bumps
0,0,0,1007,0.25030750127158724,0.03458314378983101,0.05283818763831277,0.3786042705266905,0.10157129810621861,0.03175973864257021,0.1503358600247897,Other_Faults,Bumps
0,0,0,1262,0.2841461421994052,0.025705958623723314,0.07044944854600314,0.34429238027124626,0.08909966006704526,0.029221213806938977,0.15708519648563782,Other_Faults,Bumps
0,0,0,1054,0.36796334858101587,0.024716349902914495,0.046791012292816486,0.36090686527653854,0.07076761444010982,0.04370857603463849,0.08514623347196616,Bumps,Bumps
0,0,0,1244,0.260555112848262,0.040974963247523116,0.09786131463043067,0.3683981637482953,0.11624008824086945,0.04345184967289732,0.07251850761172222,Other_Faults,Bumps
0,0,0,1010,0.3321014516178036,0.028887695467591987,0.08961112722872887,0.31245341483357203,0.08896769029485291,0.030121852181834576,0.11785676837561608,Bumps,Bumps
0,0,0,1166,0.36183947739148625,0.024226628512626514,0.058551374352429957,0.3509385557390388,0.08716873830512098,0.03543296325500338,0.08184226244429409,Bumps,Bumps
0,0,0,1076,0.35525606285172706,0.034155514946295505,0.11108154067118542,0.3154713953513963,0.07631895432337124,0.052455466900803625,0.055261064955220734,Bumps,Bumps
0,0,0,928,0.29997141027569263,0.022510739000505507,0.08196156711974475,0.3509884598584616,0.06295169146745452,0.04388409895661038,0.13773203332153064,Other_Faults,Bumps
0,0,0,1223,0.2974429554882561,0.027910144753911185,0.09161936472361334,0.36431502603121474,0.05681478696443318,0.03664711391018628,0.12525060812838504,Other_Faults,Bumps
0,0,0,958,0.40528405354807057,0.024416459655740994,0.046379141499969696,0.33458065569559076,0.06866328694740424,0.044547026783097875,0.07612937587012579,Bumps,Bumps
0,0,0,1167,0.36160814025099397,0.02283189791600579,0.060784384992660395,0.35871996213577473,0.07821687529173338,0.04156507053809937,0.07627366887473251,Bumps,Bumps
0,0,0,931,0.33453878240297,0.028451518424780154,0.05395581691046899,0.3655151798569858,0.09412663499231666,0.03212882438350329,0.09128324302897506,Other_Faults,Bumps
0,0,0,1261,0.269687497817638,0.024641197899186323,0.10190000641744387,0.3213419504619985,0.08563415971486575,0.023745520542370644,0.17304966714649692,Other_Faults,Bumps
0,0,0,1064,0.3737161400661119,0.02404637897673892,0.050990826502306894,0.36621162652466016,0.07189023593459874,0.042661184369597295,0.070483607625986,Bumps,Bumps
0,0,0,914,0.37639484277758073,0.025004077678979008,0.05163022202407853,0.3609359266177827,0.07287322809378252,0.04220228234323675,0.07095942046455979,Bumps,Bumps
0,0,0,1085,0.32051338077601726,0.03351753481819703,0.0647596710586778,0.35866096517158025,0.11982994807145898,0.046482238865987166,0.05623626123808136,Other_Faults,Bumps
0,0,0,1082,0.22408508737751254,0.035643393687143074,0.20376329307664556,0.31282291510667337,0.12764273735496695,0.026323393020387387,0.06971918037667116,Other_Faults,Bumps
0,0,0,1006,0.24871762801621095,0.029920085847295504,0.06951236559616002,0.40479985711357414,0.08087562118791784,0.03168565987203918,0.13448878236680245,Other_Faults,Bumps
0,0,0,977,0.15545219856351225,0.04095351895692134,0.12182474121510697,0.36655133473951407,0.13351522915080347,0.040158508312262566,0.1415444690618793,Other_Faults,Bumps
0,0,0,1026,0.35503938355529163,0.029324726294517947,0.03516332232653839,0.3619531489114929,0.09582030724138142,0.03341956658471065,0.08927954508606697,Other_Faults,Bumps
0,0,0,986,0.3359585865001389,0.02557626221496774,0.06248218457175522,0.3771523680259507,0.06285003734216942,0.05351093739635356,0.08246962394866461,Other_Faults,Bumps
0,0,0,937,0.3533251841506825,0.0279234507208735,0.04782870847694118,0.3565887551932747,0.0982335245540788,0.03425219937441745,0.08184817752973177,Other_Faults,Bumps
0,0,0,1013,0.3546347014814819,0.0279371727598777,0.055647431240723154,0.3361886478351609,0.08210350452809713,0.038298446380787894,0.10519009577387128,Bumps,Bumps
0,0,0,1253,0.18576703552928667,0.03397589770164489,0.09001453905028131,0.3481392132041927,0.1016294917459662,0.030703643461625015,0.20977017930700334,Other_Faults,Bumps
0,0,0,1096,0.18129796780946505,0.03803969272920083,0.21975167201673237,0.3179635973906757,0.11511266006759176,0.03138203219151,0.09645237779482432,Other_Faults,Bumps
0,0,0,965,0.31654514606435213,0.027039986586210027,0.10518337973407549,0.313682079346325,0.08794185230747038,0.03190240120528186,0.11770515475628508,Bumps,Bumps
0,0,0,993,0.3419164975259003,0.029224579648633908,0.06889209740227462,0.3829626977401888,0.06676835634610687,0.03832010353168945,0.07191566780520627,Other_Faults,Bumps
0,0,0,877,0.17128459570048093,0.02981566102884585,0.18891674081114646,0.40615992769452247,0.055048221204807506,0.0615017994664794,0.0872730540937174,Other_Faults,Bumps
0,0,0,1494,0.13870056538937606,0.03071241108182145,0.06554080514481583,0.4721460397649278,0.17305054151202698,0.01787655222228373,0.10197308488474804,Other_Faults,Other_Faults
0,0,0,1651,0.1941323082669027,0.03523447942592687,0.13705186353080534,0.39878060059686543,0.10718033439958921,0.03643535200458655,0.09118506177532389,Other_Faults,Other_Faults
0,0,0,1623,0.3020876666252101,0.02507529568594931,0.06576379576628491,0.365332529539301,0.07259057693418615,0.037866991559206996,0.13128314388986165,Other_Faults,Other_Faults
0,0,0,1588,0.19842709213038295,0.030597008158182986,0.13285348607076822,0.4237553876274188,0.11940996120147156,0.03317649502152448,0.06178056979025105,Other_Faults,Other_Faults
0,0,0,1386,0.11519727295431559,0.025238402983942226,0.35083344411922496,0.36208970944457447,0.04027984568381565,0.04009434656112691,0.06626697825300046,Other_Faults,Other_Faults
0,0,0,1901,0.28651372932392,0.025700400323017274,0.052131854296888484,0.45322664528695916,0.05812218831702813,0.0421025025796956,0.08220267987249132,Other_Faults,Other_Faults
0,0,0,1513,0.2385141951137013,0.035493551437264216,0.07454566198938298,0.439878636005366,0.11971144479770648,0.03537954398675098,0.056476966669827953,Other_Faults,Other_Faults
0,0,0,1613,0.20195194854543175,0.02328998998853985,0.2696941040329156,0.3614600008137295,0.060760263562165746,0.028049068559087644,0.05479462449812993,Other_Faults,Other_Faults
0,0,0,1380,0.1914533489595515,0.026760750770365455,0.2503247075804756,0.3738863589982602,0.03969262191554793,0.028494032622974595,0.08938817915282472,Other_Faults,Other_Faults
0,0,0,1876,0.2606195170208882,0.02455297083820527,0.1012214963039146,0.4516168935454625,0.05332687670507008,0.055520403111319894,0.05314184247513944,Other_Faults,Other_Faults
0,0,0,1290,0.11508857330659135,0.03383059337226446,0.11853852707791426,0.4985586809179592,0.10950487413164006,0.029196130071483792,0.09528262112214682,Other_Faults,Other_Faults
0,0,0,1685,0.09313708939876256,0.03492644794097587,0.17452146977822044,0.4332712797001503,0.1084468837249721,0.02280309472466971,0.13289373473224914,Other_Faults,Other_Faults
0,0,0,1478,0.31292061141708016,0.025701734126454514,0.07361946964461225,0.3758076648447176,0.06110031577775294,0.04032959595053991,0.11052060823884255,Other_Faults,Other_Faults
0,0,0,1745,0.1915947699835589,0.023615042212027634,0.08722754658943527,0.5057842619616658,0.04922429793047145,0.02694352217537126,0.11561055914746965,Other_Faults,Other_Faults
0,0,0,1321,0.1887539609472715,0.030773440815752954,0.16138377364830697,0.4278907567299209,0.05557695151437373,0.061241608754940564,0.07437950758943335,Other_Faults,Other_Faults
0,0,0,1795,0.33092285879890493,0.024788423009884628,0.053951627441303426,0.3740807783830617,0.07060009161787391,0.04756493021924109,0.09809129052973022,Other_Faults,Other_Faults
0,0,0,1285,0.1478079372111701,0.04200876142610276,0.09061524811633621,0.4705555827916972,0.13887933953414744,0.03098217000630421,0.07915096091424215,Other_Faults,Other_Faults
0,0,0,1822,0.257926031940747,0.02069576751310419,0.033107458167090695,0.41698296319987105,0.0822878087145992,0.026308195860823266,0.16269177460376444,Other_Faults,Other_Faults
0,0,0,1617,0.19125013588979267,0.022734878083354722,0.37199556389506994,0.21370415384695823,0.05449686790459729,0.021187557023522267,0.12463084335670498,K_Scratch,Other_Faults
0,0,0,1529,0.12971085027613974,0.03728435779488159,0.25055312055783946,0.3385136762220655,0.1718724037721249,0.01698337913191951,0.05508221224502934,Other_Faults,Other_Faults
0,0,0,1877,0.20145694453304427,0.024413291897539102,0.14124715803562427,0.3887342783606317,0.0510062141482619,0.06132282868753182,0.13181928433736703,Other_Faults,Other_Faults
0,0,0,1352,0.1110206713027239,0.02442734718660556,0.3998219689780037,0.3278101932376463,0.04024231729521791,0.03285679565503881,0.06382070634476386,K_Scratch,Other_Faults
0,0,0,1788,0.24621344209594584,0.027220113032234285,0.15429948783845276,0.3473335516507444,0.07046191744799746,0.058573851341578644,0.09589763659304659,Other_Faults,Other_Faults
0,0,0,1325,0.2266972977946115,0.032604795575009615,0.11615624605433586,0.4149448332451785,0.07382104722926991,0.0563684361480347,0.07940734395355986,Other_Faults,Other_Faults
0,0,0,1401,0.36292563031253766,0.024261244130921785,0.059642543629275395,0.3619436494269262,0.06797732384573633,0.03775324924109526,0.08549635941350744,Bumps,Other_Faults
0,0,0,1912,0.13367709076041073,0.02807178969278925,0.28028401549881476,0.35625037304995966,0.04854563735355515,0.03986942130021216,0.11330167234425823,Other_Faults,Other_Faults
0,0,0,1844,0.16053086650984816,0.031029717514985244,0.14121487399527202,0.4429520999419097,0.07237495314438332,0.06166380452035465,0.09023368437324683,Other_Faults,Other_Faults
0,0,0,1603,0.17660240133941163,0.03278786048850824,0.04499210984613654,0.5342707086707676,0.12646050960055938,0.033610436154072915,0.051275973900543746,Other_Faults,Other_Faults
0,0,0,1801,0.27606045847507715,0.0220618091026736,0.031675905768526136,0.46143410593889383,0.06499555780008887,0.03586911448904199,0.10790304842569844,Other_Faults,Other_Faults
0,0,0,1737,0.14435484539524998,0.03953214961991402,0.11936908548802097,0.360424367649638,0.14609500898340125,0.0355453832406525,0.1546791596231233,Other_Faults,Other_Faults
0,0,0,1354,0.12062467414964838,0.025722581049822554,0.31797673634507573,0.33494997611256205,0.05140257102619023,0.03505517073164388,0.11426829058505732,Other_Faults,Other_Faults
0,0,0,1851,0.13888441776293264,0.03636207891055546,0.1277734539664033,0.4443954480595239,0.08994854134408015,0.049652587894193696,0.11298347206231095,Other_Faults,Other_Faults
0,0,0,1791,0.29353913117677893,0.02900091441511426,0.21133737795616359,0.262828186174874,0.052986572366889896,0.024081860625016223,0.12622595728516306,Bumps,Other_Faults
0,0,0,1714,0.24348383103170226,0.05112274424650675,0.1143418094952936,0.33593366038772643,0.15436951878947142,0.028477409291192343,0.07227102675810715,Other_Faults,Other_Faults
0,0,0,1769,0.1676710366461558,0.03095425260124059,0.20907414831440174,0.4164828832872854,0.0560840652820906,0.051341104832790474,0.06839250903603535,Other_Faults,Other_Faults
0,0,0,1532,0.2607488371890262,0.033862941338371345,0.05577265630921862,0.38465035014331805,0.14100958217224085,0.01985376971225551,0.10410186313556945,Other_Faults,Other_Faults
0,0,0,1759,0.22100676619607934,0.02653891854158052,0.18445221255375463,0.35526178107012624,0.045326891382486884,0.032506490756211086,0.13490693949976126,Other_Faults,Other_Faults
0,0,0,1355,0.15174455973693832,0.027563779248489413,0.21883271427714007,0.42162930900416407,0.048573986643122916,0.05216298552703604,0.07949266556310916,Other_Faults,Other_Faults
0,0,0,1740,0.2062377133894032,0.0317331973551678,0.15938504971435175,0.39433824880760576,0.08281997490796164,0.037765586322805494,0.08772022950270454,Other_Faults,Other_Faults
0,0,0,1604,0.31608271870817745,0.029826100604607223,0.10721974966892601,0.3466037566949675,0.10881382085238349,0.0437785103672755,0.04767534310366281,Other_Faults,Other_Faults
0,0,0,1481,0.1506891218884226,0.033587865085212054,0.04412899591365952,0.5441218754852036,0.15149649202113338,0.022083669178974853,0.05389198042739391,Other_Faults,Other_Faults
0,0,0,1698,0.11083812862017672,0.03493769688669226,0.14051712199365404,0.4548027414746839,0.1184414502235544,0.02168447584025212,0.1187783849609865,Other_Faults,Other_Faults
0,0,0,1793,0.180466349425843,0.04464031331539583,0.16060339138760882,0.3229801358959772,0.14024632424148967,0.017736568408549928,0.13332691732513566,Other_Faults,Other_Faults
0,0,0,1657,0.17926609093358326,0.029236471615193386,0.19894220150640746,0.450223598110398,0.052421958295905395,0.04048133636721337,0.049428343171299065,Other_Faults,Other_Faults
0,0,0,1620,0.33947917527332155,0.022792569143529992,0.05860539517632949,0.35257407328489826,0.0655952896484216,0.03976291705379694,0.12119058041970206,Other_Faults,Other_Faults
0,0,0,1273,0.20034614629162673,0.037980788399129016,0.11014179499690001,0.39109614924598657,0.1424140876810133,0.037881518413998366,0.08013951497134598,Other_Faults,Other_Faults
0,0,0,1569,0.32520452148591783,0.021085641599591864,0.07448717637665554,0.34015719274145984,0.07387124208042464,0.03890476102274171,0.12628946469320856,Other_Faults,Other_Faults
0,0,0,1637,0.2775074591727264,0.023842718756197687,0.18768849373344867,0.2848349689856415,0.060283051951778736,0.02349026913107075,0.14235303826913623,Other_Faults,Other_Faults
0,0,0,1351,0.16093221250085935,0.026024140321386786,0.12979886329016782,0.5278517858785011,0.06036085093205929,0.04486677785063425,0.050165369226391296,Other_Faults,Other_Faults
0,0,0,1450,0.30989090198116803,0.02269004095977139,0.07741105912882962,0.36682415315065314,0.06521613961166567,0.044296125890331696,0.11367157927758047,Other_Faults,Other_Faults
0,0,0,1738,0.2821596537529391,0.025389846617923473,0.07071563794453188,0.4443698201696794,0.05026054951630168,0.05108028485396626,0.07602420714465823,Other_Faults,Other_Faults
0,0,0,1766,0.14954948441317004,0.026750896661182025,0.1760162058552721,0.43992285783573026,0.06211703944362342,0.045598078388201346,0.10004543740282068,Other_Faults,Other_Faults
0,0,0,1503,0.10137175074199802,0.03620465106750793,0.13719814684918102,0.4757973954436972,0.12216980722096278,0.01997153842188649,0.10728671025476656,Other_Faults,Other_Faults
0,0,0,1277,0.0808751510168546,0.021270306052444052,0.5676174258099521,0.19379418410130536,0.0443964409135939,0.020981797109304513,0.0710646949965454,K_Scratch,Other_Faults
0,0,0,1594,0.18334821515169905,0.032478203715493946,0.2045061196032043,0.36472943601718544,0.11274104510753387,0.033107704557391336,0.06908927584749198,Other_Faults,Other_Faults
0,0,0,1492,0.14954405132675025,0.03304944670784883,0.07075003827575614,0.5323882899751353,0.14241803125181318,0.021305620996890078,0.050544521465806104,Other_Faults,Other_Faults
0,0,0,1830,0.16028869835245435,0.029865815947933333,0.08947095047065849,0.5107110646363711,0.06240598698685635,0.06700566054289983,0.0802518230628266,Other_Faults,Other_Faults
0,0,0,1658,0.2501112667199706,0.038662331404422476,0.08525105381452387,0.4013594230938759,0.13199442222595362,0.033585561646470946,0.05903594109478254,Other_Faults,Other_Faults
0,0,0,1646,0.16118281411773358,0.040154154888518874,0.1806957780903756,0.3660358385921373,0.11641773916929364,0.03359332381866695,0.10192035132327404,Other_Faults,Other_Faults
0,0,0,1607,0.2648321104726814,0.021584350994509366,0.09299783336530791,0.376974517454476,0.06151337739593641,0.04170865501462494,0.14038915530246396,Other_Faults,Other_Faults
0,0,0,1460,0.2601152814816012,0.03280453510185735,0.08588217687150886,0.36942133199815613,0.11283812659097256,0.05141744091563578,0.08752110704026807,Other_Faults,Other_Faults
0,0,0,1550,0.144147107590754,0.028646455340188757,0.19090044820378038,0.4202760064066921,0.05009561009157081,0.06063891115457422,0.10529546121243968,Other_Faults,Other_Faults
0,0,0,1711,0.22214279174430096,0.027758133979801175,0.10016847395265191,0.46516654739795454,0.08202107696799026,0.04972132007035619,0.053021655886945095,Other_Faults,Other_Faults
0,0,0,1677,0.26075971598560244,0.023831310915774635,0.07890280969792061,0.41044080837831615,0.05994852314760247,0.04827708636260396,0.11783974551217966,Other_Faults,Other_Faults
0,0,0,1350,0.09861685459302201,0.021690274831611924,0.40886368222049674,0.3316284472713591,0.04034588069820158,0.03571375432691049,0.06314110605839808,K_Scratch,Other_Faults
0,0,0,1505,0.08264916129091686,0.03659100421313052,0.21612071157507756,0.4482810698793084,0.1052450618539905,0.01795578639226837,0.09315720479530783,Other_Faults,Other_Faults
0,0,0,1518,0.23719165357159894,0.03582803967570348,0.11633807246269316,0.353121599455266,0.15250609629528322,0.03318585302961966,0.07182868550983539,Other_Faults,Other_Faults
0,0,0,828,0.1915739741031413,0.04254508337307209,0.0723799674242459,0.43519116785478673,0.12420468389560574,0.0480933659498552,0.08601175739929301,Other_Faults,Dirtiness
0,0,0,840,0.16057245832379718,0.04781789144162456,0.11067842494954186,0.41131010784030386,0.1455646245812912,0.029992407581754393,0.09406408528168704,Other_Faults,Dirtiness
0,0,0,813,0.13801862412702431,0.04190468182612893,0.09140858908758333,0.4532148351216772,0.15118640920714385,0.029392314652932083,0.09487454597751031,Other_Faults,Dirtiness
0,0,0,827,0.18812293421573184,0.04487693561677254,0.0782526136586452,0.41641013798096577,0.1455594800645682,0.04299373360819768,0.08378416485511872,Other_Faults,Dirtiness
0,0,0,860,0.21792073919495725,0.03813666976755316,0.06383643839472516,0.43889170110352266,0.10285328712009414,0.049386678777381565,0.08897448564176602,Other_Faults,Dirtiness
0,0,0,707,0.08802511632553064,0.022235153908207753,0.568825619417796,0.1903482495665484,0.043551870296370525,0.020433515219123295,0.06658047526642344,K_Scratch,K_Scratch
0,0,0,582,0.07954487626610421,0.01981018496933116,0.5573039294585567,0.20575882321756617,0.04408004773556016,0.023186476108864134,0.07031566224401775,K_Scratch,K_Scratch
0,0,0,417,0.05762256112669101,0.01811163667130388,0.6911629293648022,0.125529424627559,0.036761517558857836,0.01585868213369089,0.054953248517095286,K_Scratch,K_Scratch
0,0,0,374,0.23641201147765495,0.03400220172977993,0.11176606927264252,0.4133642586888945,0.07985228960700062,0.07100438820595492,0.0535987810180727,Other_Faults,K_Scratch
0,0,0,460,0.06700643272719786,0.021019384059844666,0.6394292282798155,0.1423263387730045,0.04800304504879936,0.014823813644168404,0.06739175746716954,K_Scratch,K_Scratch
0,0,0,710,0.12824730595217027,0.025796266634981944,0.49673894626475895,0.20715753245581278,0.05188355368308701,0.02373095068172525,0.06644544432746395,K_Scratch,K_Scratch
0,0,0,467,0.07204412447550997,0.01906190944872435,0.6504224641161924,0.13912277241964396,0.039061452502700884,0.01712098055057032,0.06316629648665809,K_Scratch,K_Scratch
0,0,0,657,0.08055351127066321,0.02065477231707652,0.5688629501795269,0.19479218361517373,0.04372750591624238,0.0214448367186254,0.06996423998269204,K_Scratch,K_Scratch
0,0,0,704,0.08727340213784605,0.022094765564224184,0.5684137397674666,0.19137542051191625,0.044348575842630654,0.020663818607482485,0.06583027756843388,K_Scratch,K_Scratch
0,0,0,700,0.08932327077383578,0.022130939044608444,0.5649343129769472,0.1903637238133168,0.04391104600310111,0.020820574342315507,0.0685161330458753,K_Scratch,K_Scratch
0,0,0,668,0.08272289821003166,0.02061652777017772,0.5662591303452363,0.19570982031092876,0.04360620559859217,0.0219090342135641,0.06917638355146935,K_Scratch,K_Scratch
0,0,0,351,0.23420301584445352,0.03410791754989311,0.1130041285417348,0.4154486037919866,0.07551346104073069,0.08066905221836827,0.04705382101283286,Other_Faults,K_Scratch
0,0,0,373,0.2501719280842241,0.02939099896208955,0.13853918777273658,0.3897041724303496,0.060830714761051285,0.08233998431314626,0.049023013676402626,Other_Faults,K_Scratch
0,0,0,726,0.04247903018292609,0.017192760342011417,0.712625323890149,0.12600923932510943,0.032665285273386205,0.014893924829301911,0.05413443615711579,K_Scratch,K_Scratch
0,0,0,616,0.07704824866309834,0.020477972895935552,0.5714056404804727,0.19652563810263335,0.04309899986664412,0.021541851088528324,0.06990164890268755,K_Scratch,K_Scratch
0,0,0,662,0.07646988753473156,0.020747989596862842,0.5733387955368651,0.19509549622463,0.04287862577236409,0.020595727531221845,0.07087347780332455,K_Scratch,K_Scratch
0,0,0,699,0.0829315290671308,0.02101071193705364,0.5724513931105327,0.1895774593095615,0.044151300373716514,0.0208340414214108,0.06904356478059395,K_Scratch,K_Scratch
0,0,0,577,0.08038272563504538,0.020091662673300238,0.555502902641315,0.2046934568179233,0.04580518412288019,0.023384829759334893,0.07013923835020124,K_Scratch,K_Scratch
0,0,0,522,0.08479098389806691,0.021583420787306944,0.564296724384384,0.19295966739032958,0.04470543435573346,0.02062642968540593,0.07103733949877301,K_Scratch,K_Scratch
0,0,0,483,0.07326303544889405,0.0204488429693648,0.635790925473448,0.14325577942578085,0.04512188493611759,0.015317405376414427,0.06680212636998047,K_Scratch,K_Scratch
0,0,0,515,0.08538636533867168,0.02097862666351342,0.5582357869909197,0.20189775289981915,0.04628389300711399,0.02189709933684089,0.06532047576312115,K_Scratch,K_Scratch
0,0,0,564,0.07890491266848883,0.01996027034855044,0.5521685839946503,0.20946862925887813,0.04400906822375938,0.023583558475247172,0.07190497703042575,K_Scratch,K_Scratch
0,0,0,549,0.0855977800238237,0.02107242226891777,0.5169685617050288,0.22544298808027669,0.049180512602410055,0.02507321327091793,0.0766645220486251,K_Scratch,K_Scratch
0,0,0,352,0.1413948256768293,0.04510011307168114,0.21983451030583825,0.38640337558412297,0.1040101361586212,0.04325307303192641,0.06000396617098074,Other_Faults,K_Scratch
0,0,0,438,0.06312380963495207,0.018852936761672292,0.6567390486153585,0.14588704468972594,0.03711285438672443,0.017064413540335492,0.06121989237123148,K_Scratch,K_Scratch
0,0,0,602,0.07486607887278941,0.020573833700017242,0.5778421566107835,0.19185254382701164,0.04386635007303711,0.020904509458776498,0.07009452745758456,K_Scratch,K_Scratch
0,0,0,422,0.0577955015782489,0.017961697842326332,0.7002704827105172,0.11822323706938884,0.037156762629475405,0.015734130624032117,0.05285818754601121,K_Scratch,K_Scratch
0,0,0,465,0.06982007840668067,0.01887690334133719,0.6640648418785141,0.13154372280289856,0.039064723957321884,0.01667932419087132,0.05995040542237609,K_Scratch,K_Scratch
0,0,0,594,0.0779037054597604,0.0202779518586668,0.5676529581903613,0.19821835393676113,0.04375981592678866,0.021919802913400767,0.07026741171426082,K_Scratch,K_Scratch
0,0,0,484,0.07364981683803078,0.020692860992748658,0.6293932226085859,0.14672877102625909,0.04555816305040066,0.015389136430541062,0.06858802905343375,K_Scratch,K_Scratch
0,0,0,600,0.07210921659681357,0.020532833473494258,0.5814622700747496,0.1930943775046419,0.04295245987860942,0.02048808239489279,0.06936076007679846,K_Scratch,K_Scratch
0,0,0,622,0.07921599814456538,0.0199495707530354,0.5767794911777813,0.19174538178568598,0.043685321418925845,0.021560073003742762,0.06706416371626336,K_Scratch,K_Scratch
0,0,0,559,0.08136858715826356,0.020437879629465097,0.5289495424488887,0.22435414647476307,0.04638573166489128,0.024707627136392858,0.07379648548733556,K_Scratch,K_Scratch
0,0,0,647,0.07785283527267953,0.02074944084026048,0.5727528397976306,0.19357125053422378,0.043034599101653345,0.020958270937039548,0.07108076351651264,K_Scratch,K_Scratch
0,0,0,676,0.1356593343237726,0.029350953969673254,0.357779123769341,0.2859693475781055,0.05959579821919941,0.028261714583514626,0.10338372755639351,K_Scratch,K_Scratch
0,0,0,419,0.05830417003509815,0.018759684895391926,0.6930251405185772,0.11582110019159138,0.04161973072716651,0.013715183075090938,0.05875499055708384,K_Scratch,K_Scratch
0,0,0,567,0.1166071329185227,0.02548248838807834,0.2906587825153225,0.3760638885718936,0.04504253371349508,0.04525654317562843,0.10088863071705934,Other_Faults,K_Scratch
0,0,0,541,0.1319452660920853,0.026408109341992357,0.23373482780286148,0.40278353801640127,0.05004836714348456,0.05668192397769217,0.09839796762548272,Other_Faults,K_Scratch
0,0,0,420,0.14714702513243258,0.0273845423975189,0.21742106217939128,0.3882043588187016,0.05352613798986801,0.05578979676669829,0.11052707671538937,Other_Faults,K_Scratch
0,0,0,469,0.0731552559190624,0.019167869048505884,0.6525853689167976,0.13640103448718424,0.03968372040107783,0.01724647718470983,0.061760274042662267,K_Scratch,K_Scratch
0,0,0,95,0.21637457539293772,0.04065931220351972,0.12296778341923643,0.3669133455133471,0.11871844628927447,0.04097512618826616,0.0933914109934184,Other_Faults,Pastry
0,0,0,90,0.1832112418637487,0.04382371517033653,0.17023543481899642,0.32466125728515455,0.14051937129577546,0.030668316160034438,0.10688066340595398,Other_Faults,Pastry
0,0,0,40,0.16880045970115487,0.0390772093902554,0.0631350381868294,0.48730586753480987,0.16171067628661642,0.026719772669530968,0.05325097623080326,Other_Faults,Pastry
0,0,0,149,0.26803993711590257,0.04673839453470882,0.1565392755860946,0.25993982045726755,0.13714351191427382,0.02885456816494084,0.10274449222681183,Bumps,Pastry
0,0,0,89,0.2144987746044757,0.04349144470305852,0.13627648727001623,0.3611196549002131,0.12718161585837706,0.035417382354699885,0.08201464030915973,Other_Faults,Pastry
0,0,0,141,0.2557738001770759,0.0403506846521502,0.04396773766281318,0.3554660516016917,0.15618165573683887,0.024988444226640216,0.12327162594279004,Other_Faults,Pastry
0,0,0,52,0.2548540547792313,0.03070586383032375,0.06944605964233132,0.31829985595223204,0.13250730854796994,0.02404749243086163,0.17013936481705016,Other_Faults,Pastry
0,0,0,128,0.1754935825540213,0.04164655299227326,0.10189750293218919,0.4142452381352142,0.1871761569415902,0.022560367451769862,0.05698059899294192,Other_Faults,Pastry
0,0,0,63,0.3197642076345479,0.027008374110807618,0.030837527205478544,0.39046186577742215,0.11377163641407825,0.03384831801402328,0.08430807084364234,Other_Faults,Pastry
0,0,0,36,0.14107694522244946,0.03296031193075276,0.1863976972635644,0.35223207994129574,0.12250514199643373,0.0351315054693333,0.12969631817617058,Other_Faults,Pastry
0,0,0,79,0.1290390913040463,0.04419296772002227,0.22063092019669756,0.322225682753963,0.17737108180035863,0.02317151693961129,0.0833687392853009,Other_Faults,Pastry
0,0,0,55,0.32879917717771484,0.035885206074030174,0.03778004688770501,0.35507982695274515,0.12731285353108637,0.0264372955412109,0.08870559383550754,Other_Faults,Pastry
0,0,0,56,0.33255799034595723,0.02660410516507757,0.07554502497246282,0.36643551059415513,0.060102909243280316,0.04753225832919718,0.09122220134986969,Other_Faults,Pastry
0,0,0,152,0.18754865061094403,0.03290830213699248,0.08557696617175846,0.3540744036752952,0.09338174823675538,0.0324585063467946,0.21405142282145986,Other_Faults,Pastry
0,0,0,20,0.14331084503661062,0.0316952027942048,0.11142370995688533,0.45981345874556484,0.13657981418880305,0.02994948277566408,0.08722748650226725,Other_Faults,Pastry
0,0,0,210,0.1569108249193157,0.02990470404141106,0.1353640529795828,0.2871158669983107,0.10844890328705324,0.016583918037692283,0.2656717297366342,Other_Faults,Z_Scratch
0,0,0,296,0.20912574182612811,0.030386256740136317,0.09508042447234813,0.32323119738931316,0.08879207594672547,0.026909600667382367,0.2264747029579664,Other_Faults,Z_Scratch
0,0,0,196,0.2029695936110787,0.027908255397383955,0.06850933543013187,0.31215555437112147,0.10711414296779631,0.02440958808555452,0.25693353013693315,Other_Faults,Z_Scratch
0,0,0,175,0.1923028936631484,0.028500964027548932,0.1246662043261937,0.3174044977948789,0.08855899229208279,0.024188061736265278,0.2243783861598821,Other_Faults,Z_Scratch
0,0,0,307,0.15614973651673386,0.03799882715220518,0.15176321825678554,0.30353188472171183,0.1151738609383603,0.019319409732227222,0.216063062681976,Other_Faults,Z_Scratch
0,0,0,171,0.1778223903861906,0.0302435821800222,0.0951270783020818,0.3064147235439194,0.11563071453700234,0.021784215146879067,0.25297729590390466,Other_Faults,Z_Scratch
0,0,0,215,0.20962802460081298,0.0296577538774045,0.16310355410609395,0.3270580417946192,0.0692919992647012,0.02719389411819219,0.17406673223817598,Other_Faults,Z_Scratch
0,0,0,341,0.14221677319491388,0.0422324697621699,0.058899008410479604,0.5076527242101747,0.1281019468897736,0.03579736767598661,0.08509970985650157,Other_Faults,Z_Scratch
0,0,0,264,0.23330897834706102,0.02438877769023453,0.13677376655881593,0.33372240555557314,0.049320764837182944,0.035496828057187006,0.18698847895394535,Other_Faults,Z_Scratch
0,0,0,222,0.17625772312377302,0.035084758265491484,0.1368880757665141,0.31522634692396717,0.10956958222767774,0.02060962579458336,0.2063638878979931,Other_Faults,Z_Scratch
0,0,0,277,0.23746484872016888,0.028484794856358627,0.09411529303569419,0.31575485831803585,0.08639522667351789,0.03091487634623859,0.20687010204998607,Other_Faults,Z_Scratch
0,0,0,272,0.19997989607192024,0.023551463491301817,0.15161934482554454,0.36134331184658797,0.04679509654924072,0.04027061616950457,0.1764402710459002,Other_Faults,Z_Scratch
0,0,0,221,0.2551557023364844,0.02690732719799447,0.08041257343593708,0.35391896554139374,0.06458820888879459,0.04316650282027609,0.17585071977911965,Other_Faults,Z_Scratch
0,0,0,338,0.17018526611322457,0.03533799369707337,0.06959161692773437,0.4777528836344047,0.12631572182022868,0.03548227998098961,0.08533423782634471,Other_Faults,Z_Scratch
0,0,0,162,0.26535382509387523,0.024128556082696546,0.08934822344944685,0.33795509044781535,0.05744031174664605,0.04621774534784561,0.17955624783167445,Other_Faults,Z_Scratch
0,0,0,199,0.29071617775086384,0.025620817348939662,0.08166236122231833,0.35881923039169855,0.05550769313859402,0.05293844369453224,0.13473527645305344,Other_Faults,Z_Scratch
0,0,0,192,0.24308846460602254,0.03340514116403269,0.04438612782099623,0.36540383814539174,0.10218484037948035,0.03519024506631876,0.17634134281775773,Other_Faults,Z_Scratch
0,0,0,176,0.20767373304294087,0.03137594127246217,0.06939046396280221,0.3686168539506058,0.08692154754727359,0.0351611027083834,0.20086035751553205,Other_Faults,Z_Scratch
0,0,0,265,0.17435701808628012,0.032787177855531285,0.12393312834125458,0.3249543205256902,0.09281508539480754,0.022853137120542037,0.2283001326758943,Other_Faults,Z_Scratch
0,0,0,759,0.2502608303870503,0.02720022162014014,0.07915126111133153,0.41490431854225773,0.06599878219008878,0.07862433004849183,0.08386025610063974,Other_Faults,Stains
0,0,0,760,0.27698868524251713,0.029356425635753098,0.06584364603372524,0.39716761396650097,0.07782282061352873,0.07331530122057522,0.0795055072873997,Other_Faults,Stains
0,0,0,764,0.24460490936216558,0.026782181755573165,0.08683345406075586,0.4185730830781645,0.061339291310605046,0.08491063988896076,0.07695644054377514,Other_Faults,Stains
0,0,0,741,0.24010363672296223,0.03574556971500619,0.0926325390152385,0.387034861652091,0.10005342686146429,0.05328514391125992,0.09114482212197784,Other_Faults,Stains
0,0,0,766,0.21848773320267276,0.028556022330215328,0.06579014708328781,0.46711634343931313,0.05828164964869438,0.09149782766064564,0.07027027663517098,Other_Faults,Stains
0,0,0,799,0.19523514802618439,0.027477685980943113,0.12687850899387765,0.43029147264586126,0.0517545099716366,0.07327027835523972,0.09509239602625714,Other_Faults,Stains
0,0,0,752,0.2479583250283492,0.02990486168708094,0.07753848472628573,0.4318335095946267,0.0640841758834775,0.08588022875650123,0.06280041432367876,Other_Faults,Stains
0,0,0,749,0.2686565552855137,0.028326924409557194,0.0739493559728735,0.41512717024342877,0.0612880167998037,0.08464482325444811,0.06800715403437498,Other_Faults,Stains
0,1,0,871,0.14770936259446482,0.031057722989066307,0.12255063780994513,0.4908980683143989,0.10071143066067992,0.027813385989879258,0.07925939164156567,Other_Faults,Bumps
0,1,0,1252,0.354800233475638,0.03526309350869113,0.18472030594848335,0.2500618227763233,0.09496466691230036,0.034266995364766316,0.04592288201379757,Bumps,Bumps
0,1,0,1213,0.28552192463278475,0.027261330704503303,0.09959539466709695,0.37014844541166364,0.05570532973613869,0.03579736655349324,0.12597020829431935,Other_Faults,Bumps
0,1,0,912,0.38955998340389825,0.02467275054723467,0.058685338922492836,0.31890430941530834,0.07597356585924371,0.04138130740177921,0.09082274445004286,Bumps,Bumps
0,1,0,1100,0.1847458819558064,0.03156014066772902,0.050913637227441556,0.49227798689195335,0.1089385607617812,0.042280409355600033,0.08928338313968838,Other_Faults,Bumps
0,1,0,1081,0.1596682167406912,0.040844715560773646,0.136716650436241,0.37320238958577384,0.12903003620068337,0.038077505306044354,0.12246048616979267,Other_Faults,Bumps
0,1,0,1151,0.16263774593213035,0.025898942873584546,0.25747311567445813,0.319297461892021,0.07140686619449754,0.01744999761317991,0.14583586982012858,Other_Faults,Bumps
0,1,0,885,0.13953930784410376,0.024966348887725424,0.29714772086106056,0.341830389753351,0.05313137684187307,0.04447668555267162,0.09890817025921461,Other_Faults,Bumps
0,1,0,1044,0.3639100024963232,0.024031420515697222,0.04512981580580177,0.35871161431011267,0.08184765481313781,0.04256274268556302,0.08380674937336426,Bumps,Bumps
0,1,0,1014,0.40746748131811017,0.029850872137941388,0.05426469362389676,0.2715053981337803,0.08319158277116623,0.034917088585965844,0.11880288342913936,Bumps,Bumps
0,1,0,1154,0.19384752839281355,0.023745427218175765,0.1890719756758553,0.3832782249365212,0.05611579506102707,0.0283004370571994,0.12564061165840773,Other_Faults,Bumps
0,1,0,908,0.3922892111533427,0.02370888667662225,0.05265906372652148,0.34030423237345936,0.07074403039836433,0.042707714394378746,0.07758686127731115,Bumps,Bumps
0,1,0,1079,0.2960008839638309,0.029807696788762373,0.06963689994243626,0.37628403887494954,0.08569753315291578,0.06551800547496192,0.07705494180214335,Other_Faults,Bumps
0,1,0,955,0.39454701932037195,0.026306437415993294,0.04505198462714958,0.3238283918766729,0.0858797678512405,0.03836889987846946,0.08601749903010232,Bumps,Bumps
0,1,0,982,0.2574508323162254,0.035849195759251676,0.08546120302981142,0.38700481922121116,0.10422735174109897,0.04931961318282242,0.08068698474957907,Other_Faults,Bumps
0,1,0,1236,0.25123109100551266,0.029718800691674534,0.1456374838322532,0.3786903799087834,0.054287062944892286,0.03038238601623731,0.11005279560064657,Other_Faults,Bumps
0,1,0,918,0.3175161015329661,0.02944708101160693,0.040007563192451696,0.36837943383272936,0.12150170337692165,0.032564707510817345,0.09058340954250682,Other_Faults,Bumps
0,1,0,1028,0.3039018546652646,0.024235406462276565,0.13987119361442843,0.32386651332292143,0.06780827285466993,0.03181262435453969,0.10850413472589945,Other_Faults,Bumps
0,1,0,1036,0.3195946028249367,0.025863086233944763,0.05340022448875091,0.36524408326517344,0.09725326894689278,0.0319493635760342,0.10669537066426713,Other_Faults,Bumps
0,1,0,1118,0.20772381416139388,0.027723572540372495,0.1478101905213855,0.39616343480336336,0.06812865796052155,0.05901474880560484,0.09343558120735837,Other_Faults,Bumps
0,1,0,971,0.14922968965318037,0.04126341203442936,0.12586325166602683,0.3648516431365256,0.13048523598514386,0.04126002363467171,0.1470467438900224,Other_Faults,Bumps
0,1,0,1057,0.3641518545465782,0.02488801679622361,0.04904315065578024,0.3606206060435442,0.06975753079848379,0.04712159780241303,0.08441724335697692,Bumps,Bumps
0,1,0,973,0.21030998322143146,0.0343425770425318,0.12789613438737057,0.36314618815077454,0.09735114256495257,0.052380387113561216,0.11457358751937788,Other_Faults,Bumps
0,1,0,1127,0.2130573969005995,0.033090252278276416,0.11653300589925153,0.40990625507338774,0.09221487664843453,0.05005970365875443,0.08513850954129581,Other_Faults,Bumps
0,1,0,1227,0.29705761947519077,0.029722119885763988,0.08770094117108064,0.3667005704983418,0.06453529710420093,0.03279100269320649,0.12149244917221534,Other_Faults,Bumps
0,1,0,1267,0.29043554595729015,0.029889719891784895,0.0981774932486864,0.3579317763141791,0.08046832033015604,0.02282350913465284,0.1202736351232506,Other_Faults,Bumps
0,1,0,879,0.3070560746112261,0.031592118902038,0.07605528552140703,0.37924500366526004,0.1097830847365589,0.0461501726427662,0.050118259920743764,Other_Faults,Bumps
0,1,0,930,0.24471340751561674,0.02244368801971418,0.1993923226859805,0.29523399127991085,0.0718134447802465,0.026581431230252806,0.13982171448827851,Other_Faults,Bumps
0,1,0,1063,0.4113933415414775,0.023384588547177988,0.04400477596703093,0.3239677927829263,0.07734714082085925,0.04588719337249089,0.07401516696803717,Bumps,Bumps
0,1,0,963,0.3446249827838371,0.023341808256153444,0.06427503050409383,0.34612968400358324,0.07326324814960625,0.04725486461756172,0.10111038168516445,Other_Faults,Bumps
0,1,0,951,0.36245636167715406,0.023840157113713324,0.03177069149124551,0.3363220623207098,0.11976452684447537,0.02881430293193595,0.09703189762076596,Bumps,Bumps
0,1,0,924,0.3503336699978153,0.025508024553677202,0.03769901269986546,0.35999973395592405,0.10405817025879618,0.03379760693139704,0.08860378160252463,Other_Faults,Bumps
0,1,0,945,0.37627141239968903,0.024726396333496548,0.046660181747223306,0.36624656474347667,0.06825586120640595,0.04383785568455864,0.07400172788514979,Bumps,Bumps
0,1,0,1115,0.1070944352636846,0.025813730183665458,0.25324116109468375,0.4331996192406541,0.04360971132933193,0.045788151744239794,0.09125319114374039,Other_Faults,Bumps
0,1,0,910,0.3997653165812435,0.026152058095914036,0.03860483640125666,0.3253041147801783,0.08919721504375845,0.03728524102989276,0.0836912180677563,Bumps,Bumps
0,1,0,892,0.3097667339021859,0.03190126362545278,0.03409478610392601,0.3755834987098459,0.11544416766325072,0.03369472660981305,0.0995148233855256,Other_Faults,Bumps
0,1,0,938,0.32649328682697815,0.02865327702336968,0.032964618519414644,0.3758846580113375,0.11065748071796948,0.03245354440130748,0.092893134499623,Other_Faults,Bumps
0,1,0,972,0.21281006555419396,0.033229471614641064,0.13548483270357795,0.3434779497371743,0.10212306467387469,0.05470244683192941,0.11817216888460859,Other_Faults,Bumps
0,1,0,1145,0.34801514131524985,0.025321581709001208,0.05533852590693619,0.3467572575970834,0.10963990969497979,0.028164732652631478,0.08676285112411804,Bumps,Bumps
0,1,0,1140,0.29338287072649116,0.022426230400514974,0.09170506108596117,0.33337179912263926,0.08529003922249417,0.03317552925583025,0.14064847018606905,Other_Faults,Bumps
0,1,0,893,0.3684011823352009,0.023742215529857242,0.04071725670940919,0.3653293025557082,0.06994667624985522,0.04937332259095208,0.08249004402901718,Bumps,Bumps
0,1,0,1507,0.13981462204431316,0.04014212204633197,0.11164205198153622,0.4808887059906697,0.10973951697741076,0.03468145634561618,0.08309152461412202,Other_Faults,Other_Faults
0,1,0,1424,0.3173840401054567,0.028604309319118604,0.06919202498361926,0.3372961938491367,0.08007810696146882,0.03670244905583735,0.1307428757253625,Other_Faults,Other_Faults
0,1,0,1785,0.1865089965428796,0.03244647657090989,0.16237422559013895,0.41359074875387675,0.07342729997811098,0.04579953069080178,0.08585272187328201,Other_Faults,Other_Faults
0,1,0,1389,0.15744988746630506,0.02728420257602899,0.25190388086794746,0.39002428352267937,0.05275824346141458,0.05292224794481029,0.06765725416081418,Other_Faults,Other_Faults
0,1,0,1316,0.21431018564898668,0.03384785432445089,0.11612845613411651,0.41523685120154874,0.08400001890981516,0.053768036437424664,0.08270859734365736,Other_Faults,Other_Faults
0,1,0,1727,0.16878201729502681,0.03060177451602717,0.16810139777987876,0.36429609030183374,0.08790673363351857,0.045157601336861544,0.13515438513685338,Other_Faults,Other_Faults
0,1,0,1412,0.36041470879009097,0.02437636067477418,0.04618197201281887,0.3671048806344838,0.07913250980450262,0.0392778410231814,0.0835117270601481,Other_Faults,Other_Faults
0,1,0,1396,0.1981765245629353,0.03479963210860499,0.15284481336102387,0.3865615825178415,0.11867628556578681,0.02941118430530038,0.07952997757850722,Other_Faults,Other_Faults
0,1,0,1630,0.30099197657632676,0.028980046922398757,0.03905742105122062,0.38380089529045347,0.11941041680565131,0.02992608893615593,0.09783315441779304,Other_Faults,Other_Faults
0,1,0,1789,0.26494629759853305,0.02967191585002531,0.03941887752734693,0.4069124905859127,0.09178580161263579,0.040893539223748075,0.12637107760179808,Other_Faults,Other_Faults
0,1,0,1444,0.3115359495890448,0.027048145236682843,0.11876324825332756,0.32431811001557687,0.08861470946242694,0.024029208953156547,0.10569062848978447,Other_Faults,Other_Faults
0,1,0,1506,0.16956745843802515,0.03496785869032035,0.09023362638928505,0.48235751783744185,0.09388394717913474,0.041922076674907105,0.08706751479088563,Other_Faults,Other_Faults
0,1,0,1796,0.2522272895586021,0.02923827054678306,0.09839194198731559,0.41570806767211377,0.06171664150821357,0.07331873063631722,0.06939905809065484,Other_Faults,Other_Faults
0,1,0,1838,0.135744916940248,0.03118642720303698,0.204459775453524,0.43728733487473237,0.056079564224613514,0.057071053231228325,0.078170928072617,Other_Faults,Other_Faults
0,1,0,1854,0.27621749273569896,0.024210093644184295,0.10104522250839133,0.4247313244821133,0.05555925330120788,0.05353621222665026,0.06470040110175383,Other_Faults,Other_Faults
0,1,0,1649,0.20046088413892693,0.033817295112132356,0.08263529674800647,0.4375297356812492,0.09891971098550072,0.050570855998822356,0.09606622133536194,Other_Faults,Other_Faults
0,1,0,1814,0.27476255618379214,0.03231597586724175,0.0638682175467851,0.38226486956428957,0.1088690583821307,0.024421337175440115,0.11349798528032075,Other_Faults,Other_Faults
0,1,0,1408,0.3646064579786516,0.023675381252060045,0.048362484146657087,0.36722024859472635,0.07106871278897882,0.04423234662124067,0.0808343686176854,Other_Faults,Other_Faults
0,1,0,1700,0.1268212109962822,0.03951570731016135,0.08913944306818901,0.489023672123474,0.12224905630727258,0.026105710590381657,0.1071451996042392,Other_Faults,Other_Faults
0,1,0,1862,0.27054385863261915,0.024028039755080735,0.10834310864302303,0.3697598123843376,0.07351844806755893,0.04927305174005964,0.10453368077732095,Other_Faults,Other_Faults
0,1,0,1334,0.1642204417984315,0.035703354697064184,0.16001305230740845,0.37987060720893984,0.09559228942424519,0.03722026569874026,0.12737998886517057,Other_Faults,Other_Faults
0,1,0,1390,0.06931165301808002,0.01870312232806493,0.5604228514236688,0.25158039512068187,0.02960292999528062,0.02515363860210274,0.045225409512121,K_Scratch,Other_Faults
0,1,0,1645,0.1911601347426613,0.042096230320472286,0.11884465005449878,0.38475446834558436,0.12537553451788178,0.0390264768390399,0.09874250517986168,Other_Faults,Other_Faults
0,1,0,1774,0.19766130263645953,0.03046237128289295,0.21130921451935045,0.3865859050714263,0.05614932961310298,0.048244567129655455,0.06958730974711236,Other_Faults,Other_Faults
0,1,0,1666,0.24226579862689598,0.026338082208905045,0.16429399412681833,0.38695277356239516,0.06565717284441416,0.02591414179810841,0.08857803683246282,Other_Faults,Other_Faults
0,1,0,1556,0.18278696631390134,0.027337437340569586,0.27060701838512025,0.34572074691504395,0.06083133827373751,0.0664348798905764,0.04628161288105109,Other_Faults,Other_Faults
0,1,0,1268,0.26752553858730294,0.032896825650043635,0.11256315387799874,0.36598152639860376,0.1002955376982969,0.05253195221802846,0.06820546556972568,Other_Faults,Other_Faults
0,1,0,1729,0.17096279244374518,0.029215492596561057,0.17048806568232514,0.36836870420117557,0.07865100580499661,0.04689161148190018,0.13542232778929622,Other_Faults,Other_Faults
0,1,0,1913,0.14108231772737073,0.02682417489311818,0.2185741586382064,0.41885296702647773,0.04659964939921849,0.05998428903796153,0.08808244327764682,Other_Faults,Other_Faults
0,1,0,1671,0.32827060181308143,0.028894270184119865,0.06844177634190875,0.3694885580285126,0.07064918237866515,0.02833997664375206,0.10591563460996012,Other_Faults,Other_Faults
0,1,0,1628,0.38514116531688025,0.027711936024059965,0.03512995735289885,0.3413691376975415,0.09611536694279872,0.036493239287657034,0.07803919737816367,Bumps,Other_Faults
0,1,0,1605,0.29571229713175873,0.029918919256847473,0.09261177807032454,0.36378276819830774,0.09833834601470852,0.02383555917040961,0.09580033215764332,Other_Faults,Other_Faults
0,1,0,1923,0.17450397598352937,0.02897281702120754,0.22686186225527671,0.3379963152569597,0.062000704748804564,0.046509296967460055,0.12315502776676192,Other_Faults,Other_Faults
0,1,0,1311,0.17817198639128226,0.03366086181074066,0.10340549054594224,0.39561839130999205,0.1439248290776186,0.03405316185870345,0.11116527900572087,Other_Faults,Other_Faults
0,1,0,1675,0.3334946082647323,0.022543717278532927,0.062583414923247,0.36480002493893415,0.06193995871871991,0.04246431990791482,0.11217395596791883,Other_Faults,Other_Faults
0,1,0,1293,0.15168138675539547,0.030074249146732724,0.09162144681500041,0.4789962470795387,0.11865930494528663,0.035478111736376064,0.09348925352166991,Other_Faults,Other_Faults
0,1,0,1799,0.23187221391951493,0.026065390737403257,0.02873674438510447,0.48096104830836156,0.07409356357300649,0.02947765244531744,0.12879338663129186,Other_Faults,Other_Faults
0,1,0,1479,0.1395446698080788,0.031886262114399044,0.05390673946543427,0.5680108359080283,0.12246286974710881,0.02121134767462516,0.06297727528232575,Other_Faults,Other_Faults
0,1,0,1704,0.08552449470752067,0.03755871305069239,0.15755888550756741,0.44690043749812564,0.12024240134092873,0.02053484215933932,0.1316802257358258,Other_Faults,Other_Faults
0,1,0,1653,0.1839686312988803,0.03629181169370865,0.17555389988982387,0.3570357888491341,0.10691850011994367,0.0394626247206097,0.10076874342789982,Other_Faults,Other_Faults
0,1,0,1559,0.2742879359141895,0.0324762513720259,0.045186852647307096,0.42691047868964443,0.09419142596815315,0.0325673755060671,0.09437967990261283,Other_Faults,Other_Faults
0,1,0,1606,0.34044697846585265,0.030498589036852222,0.031007868230979816,0.3652905755067699,0.10981659896781064,0.031884617218311984,0.09105477257342277,Other_Faults,Other_Faults
0,1,0,1367,0.2789660192224937,0.024847789382811496,0.08297138390419606,0.40438004689819096,0.054529839089677665,0.04837815360040587,0.10592676790222434,Other_Faults,Other_Faults
0,1,0,1388,0.16719766318958612,0.028396118209196342,0.20836076956833055,0.42097233146661844,0.04978408059197808,0.05895891788022607,0.06633011909406422,Other_Faults,Other_Faults
0,1,0,1935,0.12181139991018582,0.027281030318542225,0.32220367675355965,0.3506878933365715,0.0494856247691901,0.04104191267421912,0.0874884622377316,Other_Faults,Other_Faults
0,1,0,1537,0.2798347529306853,0.02464724942004498,0.06284647250377669,0.4495920448801636,0.06387165764523538,0.046513384641059766,0.07269443797903435,Other_Faults,Other_Faults
0,1,0,1794,0.2805104742390886,0.030610950073549924,0.04317085722421748,0.3973695239568626,0.09251498257401278,0.03750376648755201,0.11831944544471677,Other_Faults,Other_Faults
0,1,0,1295,0.1831828611894942,0.025801402133130456,0.1021119623581974,0.4551523450736997,0.1094625258588122,0.037790806904421055,0.08649809648224482,Other_Faults,Other_Faults
0,1,0,1387,0.1215749497320166,0.025725209996974467,0.32057069456228654,0.38739650807235304,0.04040876653845741,0.043930814954262154,0.06039305614364985,Other_Faults,Other_Faults
0,1,0,1485,0.13403325621982695,0.03042833113876078,0.07002776803634433,0.5261836073359231,0.12119273552168838,0.023884724511782356,0.0942495772356742,Other_Faults,Other_Faults
0,1,0,1874,0.2459620956663069,0.023779016296245414,0.13733254933518096,0.3974094961993262,0.05590464956554865,0.04519021373166898,0.09442197920572293,Other_Faults,Other_Faults
0,1,0,1523,0.11334538355874506,0.0341289808420164,0.19730739769256367,0.363737760879166,0.10884700633276734,0.031387631439539494,0.15124583925520185,Other_Faults,Other_Faults
0,1,0,1812,0.1688401571623279,0.03151383333418285,0.18426686437582082,0.43634766262787117,0.04709962948321574,0.057641758007032265,0.07429009500954922,Other_Faults,Other_Faults
0,1,0,1888,0.2569086985926844,0.02978034491452255,0.031796722394227143,0.40454736064891555,0.14554669670808715,0.019860127896222483,0.11156004884534076,Other_Faults,Other_Faults
0,1,0,1608,0.37984777811146975,0.02372660215129366,0.03841507104894174,0.34712684194727733,0.08100047987637549,0.040490569522143374,0.08939265734249861,Bumps,Other_Faults
0,1,0,1423,0.29240130151974825,0.029097730882206484,0.07284125246750288,0.3776474643302328,0.06713989240540495,0.04214914473960587,0.11872321365529882,Other_Faults,Other_Faults
0,1,0,1755,0.26999959381862915,0.02728729374635074,0.07999492977377036,0.33258042439659835,0.06881471412789252,0.04232237594171668,0.17900066819504215,Other_Faults,Other_Faults
0,1,0,1418,0.26844732751763595,0.03173972061204019,0.08148846045283217,0.31511215099002227,0.09714133763987517,0.036158561806995955,0.16991244098059824,Other_Faults,Other_Faults
0,1,0,1308,0.2631267059474452,0.030324973972968752,0.06349586667230746,0.3559637250051451,0.10820427137643912,0.031082518086868148,0.14780193893882618,Other_Faults,Other_Faults
0,1,0,1561,0.14058412758407882,0.02521262138167986,0.12832981399316176,0.49719068063422184,0.053589378447474294,0.0652891675967303,0.08980421036265325,Other_Faults,Other_Faults
0,1,0,1517,0.2043941982268358,0.029215168173347125,0.07756230095304015,0.313598408999669,0.15915265035081844,0.01996337945183396,0.19611389384445532,Other_Faults,Other_Faults
0,1,0,1797,0.27165097854534265,0.022374736631171403,0.03145533271203322,0.4642566803525068,0.06215225995722964,0.03628582027099034,0.11182419153072584,Other_Faults,Other_Faults
0,1,0,1282,0.3275769397959249,0.027507402477289077,0.034028394170834295,0.3651444790693689,0.11646413003128286,0.027799263813226237,0.10147939064207373,Other_Faults,Other_Faults
0,1,0,1674,0.14449433896479508,0.038342417115301446,0.13741020595010847,0.34975183824033645,0.1260001854684572,0.03562090199768612,0.1683801122633152,Other_Faults,Other_Faults
0,1,0,1680,0.17703230097753084,0.03033650102106858,0.11006500796662552,0.25302747532423453,0.12302283916217185,0.011438141392975745,0.29507773415539296,Z_Scratch,Other_Faults
0,1,0,1903,0.25238946608878676,0.023998630532579186,0.06845661013657876,0.49387310720106953,0.05616203457214314,0.04431587450301686,0.06080427696582588,Other_Faults,Other_Faults
0,1,0,1409,0.38798959778301473,0.024440386664392605,0.03650027950704547,0.3540176015294479,0.08002770664180092,0.04224927725099146,0.07477515062330684,Bumps,Other_Faults
0,1,0,829,0.1998715151648835,0.0419626738152349,0.07323259240443623,0.4198797467391609,0.1272236425325738,0.04711271549899111,0.09071711384471969,Other_Faults,Dirtiness
0,1,0,814,0.15326140552522194,0.0399408496977376,0.08117336442125923,0.45897834701592144,0.1381331428611603,0.035399830544238294,0.09311305993446131,Other_Faults,Dirtiness
0,1,0,856,0.1544122620973991,0.048130383339754314,0.11955056706915894,0.410122328328027,0.13875680551450353,0.029263324189746226,0.09976432946141099,Other_Faults,Dirtiness
0,1,0,862,0.20636676677496582,0.04218778335578707,0.08199329584932873,0.41635357294760406,0.12391354963185143,0.04374706757439934,0.08543796386606362,Other_Faults,Dirtiness
0,1,0,861,0.20312298783119082,0.04150906782130127,0.07456041341820639,0.4283139725669332,0.11466148899630096,0.04457862499661111,0.09325344436945628,Other_Faults,Dirtiness
0,1,0,721,0.12991063352969404,0.026681458390070658,0.4791461162024363,0.21977584966860805,0.055629712539119955,0.02363112498032762,0.0652251046897433,K_Scratch,K_Scratch
0,1,0,607,0.0714167441604132,0.0200945971296796,0.5715191437846303,0.20514424315574808,0.041770054392188734,0.021051080044769452,0.06900413733257063,K_Scratch,K_Scratch
0,1,0,572,0.11197894389490937,0.025408945195791205,0.28897009485042735,0.38613983370762783,0.04464942040027575,0.04628500005642955,0.09656776189453894,Other_Faults,K_Scratch
0,1,0,530,0.0690286643402578,0.019512359920332147,0.556478542595075,0.21851958404541716,0.0425859041242514,0.02240118192265873,0.07147376305200769,K_Scratch,K_Scratch
0,1,0,562,0.08043542533874896,0.020417175216479982,0.5307335088122499,0.22579818951601652,0.04620671647019054,0.024756451138523185,0.07165253350779092,K_Scratch,K_Scratch
0,1,0,655,0.07854783872247444,0.02056212170678622,0.5588372715018793,0.20817332538712055,0.043195796014222444,0.02191960323020721,0.06876404343730978,K_Scratch,K_Scratch
0,1,0,692,0.07482833998045019,0.020928739641633654,0.5777359088473577,0.198326341343463,0.04170204462465807,0.020291047435559532,0.06618757812687766,K_Scratch,K_Scratch
0,1,0,490,0.06840237292456298,0.01894749083704534,0.6561884877233699,0.14315624964724055,0.03798810708032196,0.016715577104762347,0.058601714682696975,K_Scratch,K_Scratch
0,1,0,403,0.030256793953902576,0.014079460425670352,0.7652796914358981,0.12329307676196864,0.020169997490579603,0.014193845804144099,0.03272713412783645,K_Scratch,K_Scratch
0,1,0,705,0.08638257613100891,0.021703833830016273,0.5672700579852445,0.19680031984056715,0.04559034424570945,0.02080381298218546,0.06144905498526809,K_Scratch,K_Scratch
0,1,0,446,0.06410351971444249,0.01854815810251022,0.6513818673052596,0.1507593024450233,0.03542947715411133,0.01660594713435273,0.06317172814430039,K_Scratch,K_Scratch
0,1,0,555,0.08554484511389612,0.020633861971024414,0.5036724768472525,0.24155481059637776,0.047103594325204855,0.026556154773896726,0.07493425637234763,K_Scratch,K_Scratch
0,1,0,610,0.07494998788802816,0.020428604872740147,0.5628633199501519,0.20790299615009364,0.042860027790856736,0.02178692807891135,0.06920813526921782,K_Scratch,K_Scratch
0,1,0,658,0.07717296331794977,0.020525151646437804,0.5652759668189181,0.20482942492646913,0.043184158230237496,0.021556668649966075,0.0674556664100216,K_Scratch,K_Scratch
0,1,0,601,0.07361890077551507,0.01984648064400297,0.5755535404297741,0.19925285445741936,0.04290805681257818,0.021113366891750585,0.0677067999889596,K_Scratch,K_Scratch
0,1,0,406,0.051741643237184144,0.01919162565387914,0.6912334136043965,0.12419277941755688,0.04167614978115624,0.013267690481331038,0.058696697824496075,K_Scratch,K_Scratch
0,1,0,719,0.12207345382487775,0.02511647677019085,0.49934441222718123,0.21815083469478308,0.050213230665273695,0.02341823849985856,0.061683353317834866,K_Scratch,K_Scratch
0,1,0,731,0.11185537424777017,0.02117633023072337,0.4300901722277821,0.28650664887045907,0.060272593509286466,0.0239938673229596,0.06610501359101913,K_Scratch,K_Scratch
0,1,0,569,0.07661197801448422,0.02004198067927323,0.5503917513389774,0.2150477422581544,0.04464711762319946,0.0232976220593115,0.06996180802659975,K_Scratch,K_Scratch
0,1,0,523,0.12191616132361702,0.028462923408039076,0.37419499217906643,0.2938967104683839,0.05806427533391199,0.026878140702450353,0.09658679658453147,K_Scratch,K_Scratch
0,1,0,506,0.0715086624537611,0.02117134559157304,0.6129711297909536,0.16408429361624088,0.04370889752737286,0.01522061731648615,0.07133505370361251,K_Scratch,K_Scratch
0,1,0,639,0.07821125825430796,0.020313757863786648,0.5687648679881171,0.20071504743418359,0.043987012739908,0.021753997403017093,0.06625405831667958,K_Scratch,K_Scratch
0,1,0,663,0.07487230715683704,0.020695124447060915,0.5714752873079941,0.2013254351594865,0.0426118097904708,0.020809486025942535,0.06821055011220806,K_Scratch,K_Scratch
0,1,0,462,0.06238567499087535,0.020819608737902014,0.6528136366604215,0.13860194443046753,0.04763602942377917,0.014154500408125744,0.06358860534842865,K_Scratch,K_Scratch
0,1,0,702,0.08485901964022088,0.021762231964641547,0.568272471982274,0.1962400072118869,0.0446916821309218,0.020409091825476806,0.06376549524457811,K_Scratch,K_Scratch
0,1,0,625,0.07636076639470488,0.020340803924494336,0.5683581096383408,0.20066962243658243,0.04376626984927205,0.021285429508903265,0.06921899824770229,K_Scratch,K_Scratch
0,1,0,722,0.122441468371417,0.025266392935244894,0.4915786796953787,0.2236614029990473,0.05074033971409254,0.023627598291970954,0.06268411799284873,K_Scratch,K_Scratch
0,1,0,634,0.07376108978806005,0.020155785297633955,0.5746778155428199,0.200971296889132,0.04292026160902196,0.021054445357345453,0.06645930551598657,K_Scratch,K_Scratch
0,1,0,408,0.030410977635158515,0.01458741424074452,0.7584653427443405,0.12781381445060425,0.02038839592529429,0.013956764967082121,0.03437729003677579,K_Scratch,K_Scratch
0,1,0,443,0.05531642241401793,0.017592945231576188,0.7005252659960827,0.1231413782980906,0.03307894145596709,0.01480036529701648,0.055544681307249204,K_Scratch,K_Scratch
0,1,0,683,0.0739483165660031,0.020714666816489348,0.5762464261607154,0.19967378841993216,0.042166386900292,0.020114531984770485,0.06713588315179748,K_Scratch,K_Scratch
0,1,0,493,0.06825660144254159,0.01922449849890948,0.6437556790672296,0.15318589067613206,0.03715331652219551,0.016876132262102633,0.061547881530889026,K_Scratch,K_Scratch
0,1,0,501,0.08479971432174398,0.02130610844293499,0.5408218002347268,0.2160970627971426,0.04861878792673365,0.02247223925739137,0.06588428701932651,K_Scratch,K_Scratch
0,1,0,671,0.07522633811402363,0.02081762884243052,0.5608483858944032,0.2106027426221063,0.04209336374855812,0.02115921344906275,0.06925232732941561,K_Scratch,K_Scratch
0,1,0,450,0.06361055418691933,0.01892147102957577,0.6404676009609629,0.16039182227950885,0.03669855982850702,0.01730689283888985,0.06260309887563639,K_Scratch,K_Scratch
0,1,0,495,0.06977815633492306,0.021381732020699738,0.6171074276789843,0.15961593448207007,0.04634108820437697,0.015080318089008995,0.07069534318993707,K_Scratch,K_Scratch
0,1,0,519,0.0860081131691361,0.021326429611050995,0.5413760579984137,0.21526104431929394,0.04826326166298404,0.022349007197282028,0.06541608604183911,K_Scratch,K_Scratch
0,1,0,496,0.06951498111633433,0.020564232058016364,0.629717610482276,0.15368226898687953,0.0431776500627253,0.014852269722502644,0.0684909875712657,K_Scratch,K_Scratch
0,1,0,520,0.08028039608568763,0.02123385619610533,0.6027405544798695,0.16309904650528093,0.04598864222598321,0.015942247321739562,0.07071525718533378,K_Scratch,K_Scratch
0,1,0,109,0.23036773258845136,0.037335564193014474,0.09345099330488417,0.38158391068726144,0.12865275628115974,0.046371137098342334,0.08223790584688635,Other_Faults,Pastry
0,1,0,45,0.26327586419590016,0.03601395982837523,0.04090743770911973,0.36864796027504876,0.16101407971153398,0.02118586070842068,0.10895483757160121,Other_Faults,Pastry
0,1,0,44,0.2755931122628218,0.03130290708486238,0.049811478091282155,0.36937285604412956,0.10958178871288722,0.03263134142708864,0.13170651637692823,Other_Faults,Pastry
0,1,0,15,0.1495799512077934,0.04046840236486465,0.12054601735008594,0.4382335039976572,0.15523805658871265,0.023525294803235636,0.07240877368765049,Other_Faults,Pastry
0,1,0,139,0.23231997374093924,0.03890760912033379,0.05535522502118664,0.43215878460165075,0.14019787664074854,0.04266277085854066,0.05839776001660046,Other_Faults,Pastry
0,1,0,23,0.1370303244794463,0.03229068231865353,0.10656244366228963,0.4769404859751597,0.12990937372880795,0.030861785075682303,0.08640490475996064,Other_Faults,Pastry
0,1,0,144,0.2809458011754549,0.035992717032253874,0.12162699875540219,0.322352528396306,0.10437619471568664,0.04959502975157016,0.08511073017332624,Other_Faults,Pastry
0,1,0,41,0.19391350668882637,0.040630733729509025,0.11325798318813517,0.3803492117866509,0.150918918972902,0.034156852208766054,0.08677279342521065,Other_Faults,Pastry
0,1,0,87,0.2246252167648571,0.04033167236197512,0.1156008979275187,0.3647365677963603,0.13832145944000204,0.03866600134866214,0.07771818436062441,Other_Faults,Pastry
0,1,0,83,0.06548091061465854,0.03488473219019889,0.45366523529277925,0.19995013480335416,0.12299455106019493,0.015029721695863854,0.10799471434295038,K_Scratch,Pastry
0,1,0,11,0.13943241631975722,0.038384222683015966,0.08412532488428474,0.48606418205470975,0.13312398781125878,0.02722053414719103,0.09164933209978252,Other_Faults,Pastry
0,1,0,122,0.20548852450119118,0.0366125178606943,0.06787022473691913,0.4464239190675608,0.15324103086431481,0.03203923955563313,0.058324543413686716,Other_Faults,Pastry
0,1,0,77,0.22817932186596598,0.033268295125620906,0.08396577835167053,0.3327281150904977,0.10360040751322898,0.034267282848438434,0.1839907992045774,Other_Faults,Pastry
0,1,0,35,0.24073223723820272,0.040944092521346974,0.1206380204260469,0.34718478495733684,0.13771371785541936,0.0368217040379406,0.07596544296370673,Other_Faults,Pastry
0,1,0,13,0.17364864438731145,0.03724411427563003,0.0826214880213708,0.4334234698862389,0.1682728741803493,0.026487421410491766,0.07830198783860785,Other_Faults,Pastry
0,1,0,112,0.21081276945576916,0.034110890011620536,0.056449997240910356,0.41700793334031827,0.18186064244434638,0.028286531903291365,0.0714712356037439,Other_Faults,Pastry
0,1,0,321,0.20239757896406538,0.03295549413315141,0.1132716169687856,0.30288294100755014,0.10584632377141186,0.02401195614824156,0.21863408900679407,Other_Faults,Z_Scratch
0,1,0,303,0.24324622902026619,0.026413445087439764,0.08321235096150861,0.3187019388408187,0.07473697035798611,0.03405629467167958,0.219632771060301,Other_Faults,Z_Scratch
0,1,0,217,0.1405847099093731,0.03362692199566315,0.21589147500165556,0.2888987701188594,0.09536127455062356,0.01740236514016146,0.2082344832836638,Other_Faults,Z_Scratch
0,1,0,337,0.11404743064877265,0.02622816293700497,0.31088557632989233,0.3739926892782441,0.04153322385000851,0.04156231375083816,0.09175060320523926,Other_Faults,Z_Scratch
0,1,0,228,0.25316247405394493,0.025145837522791883,0.12025969309664625,0.32153878731644886,0.06110627521134767,0.04053955893216311,0.17824737386665726,Other_Faults,Z_Scratch
0,1,0,249,0.2642301712912984,0.02756690433265083,0.0765626276634052,0.3131492341230698,0.0811770067708864,0.03563967437843557,0.20167438144025387,Other_Faults,Z_Scratch
0,1,0,184,0.10796751620743905,0.022684059820152362,0.42713735299400013,0.23479405560484012,0.039642517006427506,0.01639484031327975,0.15137965805386097,K_Scratch,Z_Scratch
0,1,0,274,0.26444702895173183,0.024662428348777462,0.09052093835562318,0.3581132652866737,0.05019878751684809,0.05007153272762099,0.16198601881272465,Other_Faults,Z_Scratch
0,1,0,207,0.17681538748869688,0.03536721911103518,0.13263333615197584,0.33409406773336436,0.09959226534477038,0.02367323776240923,0.1978244864077481,Other_Faults,Z_Scratch
0,1,0,285,0.2782434605570634,0.025880901860245137,0.07912222227970085,0.33230560757665784,0.06440425539303662,0.04399056082268594,0.1760529915106101,Other_Faults,Z_Scratch
0,1,0,293,0.291811175470854,0.02429988437932804,0.0689675884266034,0.301457194068994,0.0794469373619996,0.03798447211331883,0.19603274817890198,Other_Faults,Z_Scratch
0,1,0,255,0.25080567284160965,0.030329012633278623,0.07368547938182873,0.34806442851124525,0.08000033390090563,0.03361976368887198,0.18349530904226014,Other_Faults,Z_Scratch
0,1,0,251,0.2788526895167994,0.027403727889135362,0.0645595600813744,0.33953674516820215,0.07165906414155172,0.0378554531350791,0.18013276006785786,Other_Faults,Z_Scratch
0,1,0,331,0.148262309085443,0.027548293929309447,0.24002786634131626,0.3704670787039974,0.053695948152877294,0.051667466992848736,0.10833103679420777,Other_Faults,Z_Scratch
0,1,0,329,0.27612106478802473,0.02992797371565787,0.04137556959013125,0.3952995765932419,0.09097801286861759,0.04028107586352646,0.1260167265808002,Other_Faults,Z_Scratch
0,1,0,245,0.2264640558585721,0.024382009994977482,0.11855421965439804,0.3615318614123945,0.05318785642717295,0.0476487611608772,0.16823123549160773,Other_Faults,Z_Scratch
0,1,0,254,0.2584644005607581,0.02361054436808374,0.10154725235871176,0.3397806177804305,0.051623025036767294,0.04688883044063571,0.17808532945461292,Other_Faults,Z_Scratch
0,1,0,177,0.24641941113391827,0.026688891688339895,0.07367661490054099,0.34662856087800503,0.0721000849214305,0.04081831745550789,0.19366811902225736,Other_Faults,Z_Scratch
0,1,0,275,0.1946186804610171,0.02514186019197468,0.20154623405865252,0.32542298448760476,0.05473590961145858,0.035592305833597654,0.16294202535569474,Other_Faults,Z_Scratch
0,1,0,761,0.22912001110815944,0.027273872972356547,0.08215914229490374,0.4462277334086699,0.061204363142741226,0.08479636871600826,0.06921850835716076,Other_Faults,Stains
0,1,0,804,0.1879000906983338,0.029736801399314696,0.12791733222701418,0.4286197277086831,0.05452253779938884,0.07206096867194513,0.09924254149532015,Other_Faults,Stains
0,1,0,782,0.270244260685258,0.029385094092569265,0.09332161968110582,0.384543335729347,0.0686667022187529,0.08424269190943014,0.06959629568353691,Other_Faults,Stains
0,1,0,791,0.22509862196669977,0.02789497597546866,0.10663999605866133,0.4050353822314139,0.05929183846621829,0.07934137704477631,0.09669780825676182,Other_Faults,Stains
0,1,0,758,0.26602779977083635,0.02896357666084801,0.0901911866552014,0.38458836879522795,0.06734634463335006,0.07649399093706755,0.08638873254746868,Other_Faults,Stains
0,1,0,790,0.2834880714784113,0.028481437899178726,0.08488599675464491,0.38920436406033,0.0657701310133348,0.08687136194704595,0.06129863684705432,Other_Faults,Stains
0,1,0,742,0.21079491088643204,0.030137836177007896,0.11276720234536171,0.44562916464661806,0.06412125467099108,0.0732568680210868,0.06329276325250227,Other_Faults,Stains
0,2,0,902,0.3244186923413023,0.022326779953914733,0.07470256925829588,0.3463769416908823,0.06454732453076077,0.044706242388588835,0.12292144983625519,Other_Faults,Bumps
0,2,0,1015,0.3423862244353157,0.02857319464163902,0.03993379113151356,0.3463648194860042,0.08442932840997672,0.04016249440047442,0.11815014749507632,Other_Faults,Bumps
0,2,0,1037,0.3033857576765964,0.028717870353588932,0.03383969015395652,0.43229542437559554,0.0811290674288208,0.03658825753784384,0.08404393247359784,Other_Faults,Bumps
0,2,0,878,0.1750459098723424,0.04205376323133077,0.11801206254281983,0.37303763464386597,0.12653004040881602,0.0489410779933714,0.11637951130745355,Other_Faults,Bumps
0,2,0,921,0.33692261597445816,0.02273785381588454,0.10403165844233524,0.3377132457517635,0.06711024582326457,0.036550630396345624,0.09493374979594832,Other_Faults,Bumps
0,2,0,1199,0.1559030682655478,0.024646772896227336,0.18868703996624275,0.4278367194433054,0.03692905105151634,0.038337835664722875,0.12765951271243747,Other_Faults,Bumps
0,2,0,1034,0.24515299693899475,0.022565796213214716,0.03162687370621117,0.4187906307374107,0.09407346483271863,0.02779900661424721,0.1599912309572029,Other_Faults,Bumps
0,2,0,1105,0.18717642191519943,0.03783989811196905,0.06097141760326661,0.48491454625177527,0.10583408192965207,0.04692557017776509,0.07633806401037249,Other_Faults,Bumps
0,2,0,1000,0.18518613059411562,0.03123886679256521,0.1460869805442865,0.3853314454849015,0.08632581085742543,0.020711035602918825,0.14511973012378682,Other_Faults,Bumps
0,2,0,987,0.28392748586887023,0.032699782386222336,0.03973781110902977,0.3798081923734297,0.13961697006442167,0.025147825463073616,0.0990619327349527,Other_Faults,Bumps
0,2,0,890,0.3102883660428985,0.025246656980739853,0.06894991064450587,0.35253896069047463,0.08076992841687096,0.03674137430716384,0.12546480291734646,Other_Faults,Bumps
0,2,0,1069,0.3440471554225812,0.02436925356525562,0.06429673967745489,0.34619750828513535,0.0575410537880067,0.053507393421037275,0.11004089584052895,Other_Faults,Bumps
0,2,0,990,0.28595139302347633,0.03387873277562071,0.03547785356765368,0.3949337416477564,0.11975728821171697,0.03049296538349171,0.0995080253902843,Other_Faults,Bumps
0,2,0,1226,0.3044552964592362,0.029232925918566816,0.06980352743262605,0.3726551628413921,0.06378365015340033,0.03496211337020596,0.12510732382457251,Other_Faults,Bumps
0,2,0,1060,0.37191073238679,0.02326693454237375,0.04833464582338231,0.36459802941014224,0.06414291038916065,0.05075252383064826,0.07699422361750285,Bumps,Bumps
0,2,0,1039,0.3586955347805574,0.022112952800498745,0.03735379248903826,0.3855864607700361,0.06485350136573563,0.04822546585130098,0.08317229194283295,Other_Faults,Bumps
0,2,0,876,0.19961254286830632,0.03956105774075024,0.09125206972044919,0.40250289565165964,0.14211916208616013,0.04233838701215222,0.08261388492052234,Other_Faults,Bumps
0,2,0,1003,0.37982449604905066,0.022414718019551753,0.042020299919869865,0.37177568705427216,0.07031936713517999,0.04384773064823961,0.06979770117383599,Bumps,Bumps
0,2,0,1053,0.3588197261862929,0.02308095924614971,0.05130021189148577,0.37170204921032046,0.066625239617486,0.04677140546227028,0.0817004083859949,Other_Faults,Bumps
0,2,0,1143,0.29868322372559547,0.025140671367362297,0.061740604084376136,0.354169144533469,0.09971659255071237,0.03276599133994204,0.1277837723985428,Other_Faults,Bumps
0,2,0,898,0.37237501187741834,0.023492214406837478,0.04758481902070166,0.34013897498406065,0.07133955147204364,0.047130556920383,0.09793887131855522,Bumps,Bumps
0,2,0,1152,0.11074180332568667,0.020802135359849757,0.42030813484909446,0.2943351031698501,0.03604680605402108,0.017998892060295174,0.09976712518120269,K_Scratch,Bumps
0,2,0,961,0.3669072315028005,0.023058367220635013,0.061806088392317764,0.31348399377999797,0.07484900183324825,0.04000382962791281,0.1198914876430876,Bumps,Bumps
0,2,0,1170,0.3674746729305411,0.022476709711357908,0.06386004105058497,0.35352459827624483,0.07396575313351401,0.04369707996478443,0.07500114493297272,Bumps,Bumps
0,2,0,1009,0.337561754665194,0.025501353119678674,0.06471306133272729,0.3496964436023286,0.07342593245354503,0.041382428814530546,0.1077190260119959,Other_Faults,Bumps
0,2,0,953,0.26013916189742226,0.03579047523285234,0.06651181114534896,0.3716558446902075,0.15228711134911102,0.017619392227561047,0.0959962034574968,Other_Faults,Bumps
0,2,0,1189,0.2260222249737353,0.039178447029796254,0.08354883858430318,0.40061420727283015,0.10673989561579184,0.05534250912614276,0.08855387739740044,Other_Faults,Bumps
0,2,0,1055,0.3506743946111031,0.026920718359974376,0.04353255775338074,0.36798514239053887,0.08738397721514043,0.03808094865028188,0.08542226101958054,Other_Faults,Bumps
0,2,0,1204,0.3480135821119779,0.025166837554447475,0.06810961150342176,0.3368706197710455,0.06506750345287327,0.04561145880805693,0.11116038679817712,Bumps,Bumps
0,2,0,1206,0.27710118844506626,0.02556534457408916,0.09034066024771102,0.3876431579362329,0.05467007580290737,0.03871605163578617,0.12596352135820715,Other_Faults,Bumps
0,2,0,1207,0.30574821888450643,0.026111346563247994,0.07430031899573909,0.372531980475656,0.05938910244816913,0.04298321169661297,0.1189358209360683,Other_Faults,Bumps
0,2,0,964,0.3238518223651399,0.026311665016066733,0.05384222812529425,0.357683051935483,0.09182286524426395,0.03775733495887859,0.10873103235487365,Other_Faults,Bumps
0,2,0,1090,0.25679250995417713,0.03384364260749055,0.09153799614232666,0.3821287300186076,0.09903794497886426,0.0585373563372181,0.07812181996131576,Other_Faults,Bumps
0,2,0,996,0.2820093081420416,0.024667936856466493,0.10776267567532108,0.3849022491682448,0.05845751645132287,0.0455204653347867,0.0966798483718164,Other_Faults,Bumps
0,2,0,886,0.20191752628575194,0.028846274490486372,0.15712845469381723,0.419272197422789,0.06214213274141344,0.06255198535788438,0.06814142900785768,Other_Faults,Bumps
0,2,0,1148,0.193843000680161,0.023789481271390682,0.19329533004671684,0.38182507964832463,0.04816457003994753,0.028961937799403606,0.1301206005140557,Other_Faults,Bumps
0,2,0,1130,0.24798882232674185,0.0313052326989781,0.11183702752411247,0.3866223323154012,0.07910140015488709,0.058525285291882306,0.08461989968799698,Other_Faults,Bumps
0,2,0,1045,0.32064424295373617,0.024080799518205517,0.06453927531103931,0.3515521416077308,0.0736972657785261,0.04033238997324814,0.12515388485751391,Other_Faults,Bumps
0,2,0,1231,0.2374366629657238,0.02738090696077542,0.12932387264313144,0.4140204174221713,0.050584679320559434,0.03677891172651399,0.10447454896112468,Other_Faults,Bumps
0,2,0,1242,0.30584366456921563,0.03367898956116455,0.16050812453446747,0.3018505956969041,0.08671478150745957,0.042808276667274346,0.06859556746351435,Bumps,Bumps
0,2,0,1466,0.2567981328730788,0.02572436506512686,0.12111918862318588,0.36931989908504465,0.08775745871629086,0.052919531650263044,0.08636142398700981,Other_Faults,Other_Faults
0,2,0,1470,0.264599374494943,0.0315042239761218,0.08045723939293621,0.3893087865193825,0.11419896537764107,0.048323543542972566,0.0716078666960029,Other_Faults,Other_Faults
0,2,0,1786,0.20562062412233367,0.029099452521302343,0.15458397519915545,0.4090216493513495,0.06563333124240431,0.059052969984436335,0.0769879975790183,Other_Faults,Other_Faults
0,2,0,1590,0.17313501964334183,0.035203739969203625,0.06364383626875415,0.4812303098205813,0.13954813174359534,0.033186276256779404,0.07405268629774422,Other_Faults,Other_Faults
0,2,0,1756,0.25057673402052444,0.0323653132221153,0.061225249234732895,0.32436000118609803,0.10246569539580125,0.03575773535075832,0.19324927158996993,Other_Faults,Other_Faults
0,2,0,1438,0.3428619712793886,0.023132859281372844,0.05376727653406302,0.39267176136261417,0.07322480335037106,0.0371016257597164,0.07723970243247397,Other_Faults,Other_Faults
0,2,0,1319,0.20846367509689748,0.042127387314799335,0.09871037589373803,0.40054487855277876,0.11432125561800813,0.05130150774031943,0.0845309197834589,Other_Faults,Other_Faults
0,2,0,1809,0.3083472709746593,0.026965783287085984,0.043312232405816525,0.3977156784592944,0.12058630089710087,0.025998113375816343,0.0770746206002265,Other_Faults,Other_Faults
0,2,0,1726,0.17066418742160241,0.034925523817779476,0.14857963721939754,0.35930010567648685,0.10541876550811476,0.04468823821854484,0.13642354213807414,Other_Faults,Other_Faults
0,2,0,1425,0.32535810654221153,0.02690020569834245,0.05698818084336796,0.33576241584601324,0.07426874817980438,0.04720831356149792,0.13351402932876252,Other_Faults,Other_Faults
0,2,0,1781,0.21261194847789489,0.029381820538873855,0.16296901578267511,0.3874974883911397,0.06996376196633843,0.05183948742351455,0.08573647741956354,Other_Faults,Other_Faults
0,2,0,1357,0.19663230625767542,0.032493990430745495,0.16877178064723736,0.4109249276808803,0.057840270372796605,0.049534374253415815,0.08380235035724903,Other_Faults,Other_Faults
0,2,0,1356,0.09707895535201069,0.023325897357568903,0.36544160100950857,0.37851712066358456,0.03750884956472414,0.03629507951094704,0.0618324965416561,Other_Faults,Other_Faults
0,2,0,1304,0.12480071319541067,0.03703857326659208,0.07792368442319936,0.4954387557046386,0.13332158675694764,0.03185305231418512,0.09962363433902656,Other_Faults,Other_Faults
0,2,0,1624,0.1966216087184804,0.03275761673552613,0.10629654112694593,0.3668505732021534,0.10512657112932723,0.022823957822774518,0.16952313126479246,Other_Faults,Other_Faults
0,2,0,1914,0.16593072158394817,0.02827184088917227,0.17642195451868312,0.4235948300819125,0.04950972636014371,0.06706034773372063,0.08921057883241948,Other_Faults,Other_Faults
0,2,0,1353,0.2731698247246159,0.029225506898453796,0.10175147674009133,0.38814009474486305,0.07063723867069183,0.076170353901943,0.06090550431934124,Other_Faults,Other_Faults
0,2,0,1833,0.1952267581301775,0.03299003758167916,0.0736413334460902,0.5157985327027519,0.056723545505315935,0.07173058923207683,0.05388920340190842,Other_Faults,Other_Faults
0,2,0,1599,0.2094433371641915,0.035611269693580576,0.09404519416675952,0.40506740337721847,0.12345192466841162,0.04132614193044502,0.09105472899939335,Other_Faults,Other_Faults
0,2,0,1496,0.20849585471319454,0.027447734799554015,0.0359065355603988,0.530211765162366,0.11709475697956166,0.030283104016921816,0.05056024876800325,Other_Faults,Other_Faults
0,2,0,1275,0.3055547458882238,0.02070956271446316,0.04122542403201431,0.4149232173358722,0.06042628631361664,0.05320889804220889,0.10395186567360107,Other_Faults,Other_Faults
0,2,0,1852,0.13416453358276945,0.028186462802492776,0.18372903850145064,0.49240276666837585,0.044486128350153524,0.06228957073322215,0.0547414993615356,Other_Faults,Other_Faults
0,2,0,1638,0.3927268025801387,0.02325020820429382,0.04765386492791986,0.34586468344110793,0.07124145649655438,0.0517882621821146,0.06747472216787058,Bumps,Other_Faults
0,2,0,1778,0.16028383453654965,0.028986723441873655,0.22134604946386285,0.4002808430126947,0.06407650001019134,0.043390873757716684,0.08163517577711135,Other_Faults,Other_Faults
0,2,0,1845,0.16720684132198646,0.03812112888860281,0.11219357558409103,0.4711681232074858,0.09092699575890367,0.05036822874814456,0.07001510649078574,Other_Faults,Other_Faults
0,2,0,1497,0.1578073888983782,0.03069162171687725,0.06415588702500709,0.5084888828462408,0.1269909306663872,0.026783491513427217,0.08508179733368226,Other_Faults,Other_Faults
0,2,0,1551,0.22557303760819253,0.037104135149109506,0.08039253424421149,0.4087904132080239,0.11027780593352768,0.056703032739606,0.0811590411173289,Other_Faults,Other_Faults
0,2,0,1586,0.22315274319419365,0.022918674184294673,0.09651284648275314,0.40219536267617806,0.04392423189818359,0.04342989912515065,0.16786624243924625,Other_Faults,Other_Faults
0,2,0,1895,0.28021877693905145,0.025025478317827643,0.09469921422544263,0.4311688603532852,0.05363964983324457,0.040633635423455314,0.07461438490769315,Other_Faults,Other_Faults
0,2,0,1773,0.17750949428874524,0.030349101321484835,0.19796953037902568,0.412236532231677,0.050085076386065894,0.0503536758504937,0.0814965895425077,Other_Faults,Other_Faults
0,2,0,1346,0.23295228602736076,0.0298711199484992,0.1548492141833819,0.3479139170841254,0.12102979838785169,0.036750897911760144,0.07663276645702086,Other_Faults,Other_Faults
0,2,0,1733,0.19522923763935765,0.025973577258125272,0.19489814331822178,0.34651821552541573,0.06064923929230697,0.05908889389660564,0.11764269306996684,Other_Faults,Other_Faults
0,2,0,1343,0.2059860018805524,0.03298026311485068,0.07135549656584708,0.46796918755806305,0.1025447038852187,0.046804872973775793,0.07235947402169235,Other_Faults,Other_Faults
0,2,0,1707,0.08026696035636977,0.039846117912189505,0.17924850660410546,0.4504958960940219,0.11207883525038327,0.02090194594896719,0.11716173783396289,Other_Faults,Other_Faults
0,2,0,1331,0.21928116311308893,0.038535495843953375,0.088783975706747,0.40911405814722385,0.10538783121888962,0.05171280491479907,0.08718467105529827,Other_Faults,Other_Faults
0,2,0,1421,0.3053512340988225,0.028965263807301123,0.0633864536614452,0.3752991470735491,0.06868253831704028,0.046513067957042714,0.11180229508479902,Other_Faults,Other_Faults
0,2,0,1741,0.22527762843355859,0.03063515778271661,0.17460294275189095,0.3942560708253941,0.07277089749742628,0.04366332724920509,0.0587939754598084,Other_Faults,Other_Faults
0,2,0,1627,0.31672074755626184,0.024536588873776726,0.08829858291532912,0.36441179260107553,0.0595397845534539,0.03710634996977523,0.1093861535303276,Other_Faults,Other_Faults
0,2,0,1701,0.13393451075339521,0.030726943814605435,0.11187113962436639,0.4808549938902122,0.08440518541723456,0.03121577364768255,0.12699145285250366,Other_Faults,Other_Faults
0,2,0,1890,0.2782815485833692,0.024830830578421084,0.062376307719732224,0.45351558524446184,0.054091239910570285,0.0382672226918192,0.0886372652716261,Other_Faults,Other_Faults
0,2,0,1699,0.1430449979873462,0.04090838197255004,0.07221228550035762,0.4928873459185381,0.13457175351989778,0.02755045877203299,0.08882477632927717,Other_Faults,Other_Faults
0,2,0,1545,0.27039513330811576,0.03407835883024242,0.11501329638835277,0.3575809651386596,0.0799323045519334,0.05841219448089435,0.08458774730180171,Other_Faults,Other_Faults
0,2,0,1317,0.19236791635408426,0.040203377992823155,0.10239064549905877,0.4244348943528321,0.09431872524101147,0.04965930887958306,0.09662513168060727,Other_Faults,Other_Faults
0,2,0,1454,0.31387068545458907,0.033752378033849846,0.0676312084636437,0.36873569062167316,0.1249855246659652,0.042748475261666426,0.048276037498612465,Other_Faults,Other_Faults
0,2,0,1811,0.1803706384224281,0.03858089047310409,0.06681507566891166,0.47369551776885893,0.11979334771407289,0.04204474792185217,0.07869978203077216,Other_Faults,Other_Faults
0,2,0,1313,0.09913649063020001,0.03969363711534865,0.13621669627287583,0.40324763372505373,0.15404717181988764,0.02154750521717027,0.1461108652194638,Other_Faults,Other_Faults
0,2,0,1315,0.11687508509688578,0.03857698987545624,0.10049507693423895,0.44802778989555847,0.12888278474205203,0.030421052562322963,0.13672122089348557,Other_Faults,Other_Faults
0,2,0,1782,0.10580016869555088,0.025858037805091542,0.3612596326637199,0.359331716104996,0.0502049829880669,0.032181361313859576,0.06536410042871522,K_Scratch,Other_Faults
0,2,0,1652,0.2286297521811712,0.03590210057947552,0.11354121042785101,0.3672350506376394,0.12800414954838454,0.044924631763052565,0.0817631048624256,Other_Faults,Other_Faults
0,2,0,1846,0.15321422068448687,0.0401516206018535,0.11438650680613548,0.46327340653062243,0.08512388439573684,0.05553134757883357,0.08831901340233134,Other_Faults,Other_Faults
0,2,0,1272,0.11494373699020219,0.04523445287274701,0.20597434566123773,0.3610116630878212,0.1582935460062849,0.021910637891230437,0.09263161749047663,Other_Faults,Other_Faults
0,2,0,1362,0.1335065611169364,0.024208018254092953,0.27921140383040005,0.42703106035765853,0.04822564392522552,0.03882049196760834,0.0489968205480782,Other_Faults,Other_Faults
0,2,0,1582,0.17393179414476592,0.032692888598835464,0.09930088962704225,0.34173955561211916,0.13913663768662912,0.016844089381519954,0.1963541449490881,Other_Faults,Other_Faults
0,2,0,1372,0.2655852773858478,0.026035110903528485,0.08151741287557761,0.40774722653363704,0.056489272479289,0.044646395981234946,0.11797930384088517,Other_Faults,Other_Faults
0,2,0,1329,0.18149240162726796,0.041771897345777846,0.11104326689478573,0.4240120911224194,0.1092168834812318,0.044008823315121876,0.08845463621339535,Other_Faults,Other_Faults
0,2,0,1934,0.13050583276318026,0.027434723614018695,0.27000114557802796,0.36137295429486144,0.05481983577638482,0.04455453998626491,0.11131096798726196,Other_Faults,Other_Faults
0,2,0,1410,0.3741684753264541,0.02348582917559137,0.038932434211279295,0.36777776119488076,0.0631104937794437,0.04993378363874023,0.08259122267361042,Bumps,Other_Faults
0,2,0,1442,0.3495231203884624,0.023008292463047274,0.06597911109131316,0.3375380413021639,0.07919774558255353,0.035732630648724534,0.1090210585237353,Bumps,Other_Faults
0,2,0,1534,0.35475855205399176,0.025234757344622587,0.0306541386005438,0.34170569529171285,0.1288541270350878,0.026566810346227404,0.09222591932781377,Bumps,Other_Faults
0,2,0,1573,0.21155515656162172,0.04064617692418997,0.10013330104833812,0.36366283217101314,0.16016060697304035,0.0168591074167584,0.10698281890503825,Other_Faults,Other_Faults
0,2,0,1402,0.2284079443968277,0.028644946066336715,0.07549326673314204,0.4633959232399625,0.08746066738483933,0.05096513769520271,0.06563211448368907,Other_Faults,Other_Faults
0,2,0,1349,0.23792044328943884,0.027123842897875946,0.05444858768980027,0.37992097364172056,0.09938486013760342,0.027289813427397707,0.1739114789161632,Other_Faults,Other_Faults
0,2,0,1509,0.25316876130052707,0.034090689412711934,0.06956332262611721,0.43874633863187723,0.10858617234701388,0.03921370928566792,0.05663100639608481,Other_Faults,Other_Faults
0,2,0,1763,0.08113378605601207,0.02324730151354001,0.2943801336628073,0.4377264478774717,0.040565630715122494,0.03300201848690415,0.08994468168814228,Other_Faults,Other_Faults
0,2,0,1732,0.2072130269118726,0.030614720518327438,0.1505955088627825,0.3370264057951803,0.10070876890986308,0.05043709210606941,0.1234044768959047,Other_Faults,Other_Faults
0,2,0,1644,0.3459145768219545,0.042372559056071964,0.06515494312062742,0.32436059012859786,0.11501394407773813,0.047663443608335986,0.059519943186674196,Bumps,Other_Faults
0,2,0,1377,0.1003586468012771,0.0168920097640074,0.5934906214600928,0.19923004437733377,0.026748041240627508,0.0168513239854625,0.04642931237119882,K_Scratch,Other_Faults
0,2,0,1691,0.13630029240867247,0.02495913362123855,0.1350517962350293,0.4911262612919389,0.05851014591420662,0.05301023396084347,0.10104213656807084,Other_Faults,Other_Faults
0,2,0,833,0.32290923612943045,0.02503956958171928,0.0761564903095201,0.41339259648210397,0.06484270718409008,0.04349766514405621,0.05416173516908,Other_Faults,Dirtiness
0,2,0,815,0.13827492012683423,0.044380098720316764,0.10655914002798683,0.4326626359834179,0.16213399339727846,0.027950716628348523,0.08803849511581714,Other_Faults,Dirtiness
0,2,0,819,0.18889284874768802,0.04329516553338571,0.07915413074375809,0.41909723363952356,0.1350690609565993,0.04485300866812348,0.0896385517109219,Other_Faults,Dirtiness
0,2,0,849,0.15589933688475213,0.049285608215524766,0.11817661671307694,0.4168285305203253,0.13564501361542336,0.03175954642849747,0.09240534762240013,Other_Faults,Dirtiness
0,2,0,832,0.3187673469321478,0.025368103933344793,0.07699410629413295,0.41627409348422706,0.062084858853108896,0.040502066371040375,0.06000942413199813,Other_Faults,Dirtiness
0,2,0,409,0.05250160324700167,0.019112572882494502,0.6968664216720295,0.12000393574269767,0.041268606431075446,0.013402625815993325,0.056844234208707704,K_Scratch,K_Scratch
0,2,0,379,0.2750707099671923,0.03301634855255442,0.11520819336146405,0.37347821885898896,0.07730258240114694,0.07393698602521998,0.051986960833433245,Other_Faults,K_Scratch
0,2,0,402,0.054443123989509394,0.01878293090873254,0.6973931777723849,0.11745449103388368,0.041329729316788466,0.01349791724872406,0.057098629729977,K_Scratch,K_Scratch
0,2,0,544,0.07534264206054596,0.020068572465147,0.5408573345661666,0.2218140863623808,0.04620609888422478,0.024091625913676053,0.07161963974785888,K_Scratch,K_Scratch
0,2,0,499,0.07341648697719674,0.021742979321866626,0.6085818669269876,0.16181190133163809,0.047640072831751486,0.015406517566865762,0.07140017504369371,K_Scratch,K_Scratch
0,2,0,442,0.060735549340834916,0.01825289081063669,0.675595746536321,0.1338901949734165,0.036013232053818976,0.016099178034487977,0.05941320825048393,K_Scratch,K_Scratch
0,2,0,534,0.13985297905144112,0.026402737593634474,0.2657999528336696,0.3611115070668023,0.052951652907862,0.04862087387011349,0.10526029667647711,Other_Faults,K_Scratch
0,2,0,392,0.040432626757166516,0.01605012975347276,0.7636611314805947,0.0899445868250161,0.03022607945852042,0.013536958376392667,0.046148487348836705,K_Scratch,K_Scratch
0,2,0,525,0.08879520871001081,0.021098112162628052,0.5605317659750274,0.19238999342687768,0.04693086489844465,0.020952906653253608,0.06930114817375786,K_Scratch,K_Scratch
0,2,0,684,0.14815401985402368,0.027155979427999095,0.2675239717941709,0.363329676594712,0.052396880082214464,0.04691366008480827,0.0945258121620715,Other_Faults,K_Scratch
0,2,0,400,0.03318198184021484,0.015698614244460885,0.7541496700423188,0.11142107429868287,0.025788410703160184,0.013393724576162643,0.04636652429499988,K_Scratch,K_Scratch
0,2,0,468,0.0700796385720578,0.02089694801698892,0.6422659653602484,0.13832791586807427,0.04949793487872633,0.014890891900109083,0.06404070540379513,K_Scratch,K_Scratch
0,2,0,629,0.07181139740974184,0.019916944312242547,0.5810366040204388,0.19623834327482326,0.04287289982801171,0.020719638990789987,0.06740417216395203,K_Scratch,K_Scratch
0,2,0,554,0.08265732130717321,0.020240829281045022,0.5231234357094546,0.2275891960983276,0.04813682532739464,0.025421048140265304,0.07283134413633952,K_Scratch,K_Scratch
0,2,0,733,0.11721189992068307,0.021345286817470645,0.41063203615291166,0.29445947668955885,0.062071722483508084,0.02473461955170848,0.06954495838415936,K_Scratch,K_Scratch
0,2,0,354,0.19980432961408826,0.03134890072408572,0.18482190076601027,0.38168618970170576,0.06195282272520876,0.07445504154176737,0.06593081492713392,Other_Faults,K_Scratch
0,2,0,509,0.07680611292890395,0.021495068681713185,0.6063895028028566,0.16154784746745787,0.046781460774125726,0.015678843776895494,0.07130116356804714,K_Scratch,K_Scratch
0,2,0,653,0.07496971002815311,0.020059896512605885,0.5729050475453914,0.20047687320590535,0.04312534934457198,0.021110348325743895,0.06735277503762849,K_Scratch,K_Scratch
0,2,0,579,0.07873173772567807,0.019542806624865287,0.5535594945553646,0.2111634850898103,0.0454141621493319,0.023753173884551632,0.06783513997039821,K_Scratch,K_Scratch
0,2,0,364,0.26985606246350535,0.03141543580298448,0.1035795847812975,0.38400800936112933,0.08578856284943776,0.0737667930975055,0.0515855516441402,Other_Faults,K_Scratch
0,2,0,563,0.07932464871555471,0.019717782120134232,0.5486670891896865,0.2135051051103064,0.04510830201297324,0.02413612218778868,0.0695409506635561,K_Scratch,K_Scratch
0,2,0,673,0.08353632387631249,0.020017958808609917,0.5609655691590241,0.2029539885297953,0.04460366356132658,0.022353393919054634,0.06556910214587704,K_Scratch,K_Scratch
0,2,0,405,0.04799243451966293,0.017756257038197793,0.719084922686523,0.11299450828219604,0.03438715748769129,0.012881649277090155,0.05490307070863854,K_Scratch,K_Scratch
0,2,0,466,0.06670907460016255,0.01910306396717521,0.6434720954528983,0.15266579840052102,0.03805716724900967,0.017371869844199195,0.06262093048603398,K_Scratch,K_Scratch
0,2,0,578,0.08046263278690599,0.019502906776643132,0.5524080516854669,0.20940982241375003,0.045383173253655006,0.023921342633816678,0.06891207044976234,K_Scratch,K_Scratch
0,2,0,588,0.0777641187712269,0.019785407929636446,0.5522685321056509,0.21239046002267015,0.0449658426624446,0.023253175584829592,0.0695724629235415,K_Scratch,K_Scratch
0,2,0,528,0.09171296818110437,0.02152930471580638,0.537884762016702,0.2095991661298208,0.0485869961584322,0.022890996920373476,0.06779580587776078,K_Scratch,K_Scratch
0,2,0,573,0.07824992751439803,0.019203770273526117,0.5550774341576322,0.21152126593367035,0.04444881744888277,0.023885152286702578,0.06761363238518778,K_Scratch,K_Scratch
0,2,0,449,0.13260739973067864,0.028784750388375,0.32351780125787544,0.31204817857992756,0.062262471873267604,0.03187897795785496,0.10890042021202093,K_Scratch,K_Scratch
0,2,0,456,0.06906351383238869,0.020756065965696,0.637658574526171,0.14393144511727737,0.04746271583497687,0.015027673474850563,0.06610001124863947,K_Scratch,K_Scratch
0,2,0,350,0.16732487194903925,0.031361499845254465,0.15815360581784615,0.40698411365264703,0.06430264883693741,0.07111350438827535,0.10075975551000041,Other_Faults,K_Scratch
0,2,0,445,0.06456306952363942,0.018564921579169953,0.6574758844776265,0.14313298952756323,0.035814674528787185,0.016755598638657363,0.06369286172455638,K_Scratch,K_Scratch
0,2,0,561,0.08327379569971737,0.02011667042560684,0.5135566661271397,0.23628450408656762,0.04648402794810434,0.026092531210962874,0.07419180450190122,K_Scratch,K_Scratch
0,2,0,517,0.08708553856542701,0.020863863365435404,0.548502992526863,0.2072459397959983,0.046325928820740346,0.022295741691190175,0.0676799952343459,K_Scratch,K_Scratch
0,2,0,510,0.0762659941276255,0.022090829106347746,0.5966459683408147,0.16779352940060843,0.04770593482527911,0.0158458577031961,0.07365188649612847,K_Scratch,K_Scratch
0,2,0,558,0.0834649246857588,0.020110505395280785,0.5200494473068824,0.23104826437060022,0.04719111005855821,0.025627659979209124,0.0725080882037104,K_Scratch,K_Scratch
0,2,0,644,0.09729366463380279,0.02454222702163356,0.45848893175500743,0.2610693359097703,0.04084145929965123,0.02711471586271378,0.09064966551742085,K_Scratch,K_Scratch
0,2,0,464,0.07118878680954477,0.0202917953119324,0.6443217756805892,0.1386289403272503,0.04680441050416229,0.015070173352326216,0.06369411801419494,K_Scratch,K_Scratch
0,2,0,590,0.10864091501010903,0.026821423387809296,0.3891125810976926,0.2910165775536924,0.049927457707117096,0.027483714019808623,0.10699733122377096,K_Scratch,K_Scratch
0,2,0,46,0.3463768614292408,0.02935156739272345,0.029467256569903875,0.3625621022544241,0.1149368890562371,0.03130594452728593,0.0859993787701848,Other_Faults,Pastry
0,2,0,16,0.09695506987375196,0.03552587752769798,0.29614071026504424,0.33120434770406365,0.14507897667051742,0.01656544363327801,0.07852957432564665,Other_Faults,Pastry
0,2,0,67,0.2496266660403939,0.02646845184362264,0.04768833948693928,0.37962249354627514,0.0995176191081768,0.03358048953336716,0.16349594044122512,Other_Faults,Pastry
0,2,0,151,0.2228013138714403,0.030700635318429877,0.09247565423241132,0.3325750206355873,0.09045299073874505,0.03648320095393021,0.19451118424945585,Other_Faults,Pastry
0,2,0,71,0.29465462131310877,0.03267273163209626,0.03576221532912577,0.378998427777043,0.1451051219972974,0.024781976456414702,0.08802490549491411,Other_Faults,Pastry
0,2,0,39,0.1938424803035316,0.031649767980605786,0.05188999677581328,0.5066724354296412,0.13571234999030973,0.030960979397364828,0.049271990122733325,Other_Faults,Pastry
0,2,0,85,0.20841528120998373,0.034367938317215276,0.06307486411757492,0.47782399362360856,0.10723434371548109,0.04498752413147618,0.06409605488466019,Other_Faults,Pastry
0,2,0,99,0.25294343176157885,0.033702358075294175,0.08409155500356494,0.3854676507124751,0.12801486856312136,0.04316612088596027,0.07261401499800522,Other_Faults,Pastry
0,2,0,29,0.2040438541976766,0.03575758750334531,0.19234986824218947,0.2917986310729284,0.13633156694543702,0.03347005365207062,0.10624843838635262,Other_Faults,Pastry
0,2,0,86,0.18302324735594136,0.03771452221221002,0.04755444515036065,0.5036222207390382,0.10964562599678494,0.043147333715754646,0.07529260482991014,Other_Faults,Pastry
0,2,0,106,0.14989651056494782,0.043374315484466255,0.16421043631714505,0.38010676513323693,0.1898928848646555,0.01964837307143257,0.05287071456411584,Other_Faults,Pastry
0,2,0,58,0.34206883805439836,0.02651095819030695,0.03230432389706428,0.38932897676044964,0.09283989420603246,0.03725756340073407,0.0796894454910142,Other_Faults,Pastry
0,2,0,17,0.1261165576265846,0.03626399199029453,0.1403796020395505,0.4351459575772988,0.139527915362791,0.024273786835729325,0.0982921885677513,Other_Faults,Pastry
0,2,0,54,0.31321910383263096,0.03614905960560144,0.042027821039201864,0.3591348438184525,0.1215499254917325,0.02787144824470456,0.10004779796767627,Other_Faults,Pastry
0,2,0,50,0.34544367152223143,0.02877467174999795,0.03223007960631043,0.3741944612465142,0.09919982307209436,0.037271290658232537,0.08288600214461896,Other_Faults,Pastry
0,2,0,142,0.15939779809853,0.03816441875912765,0.155662622528592,0.3487104252994705,0.1253324628880279,0.03898206714279497,0.13375020528345705,Other_Faults,Pastry
0,2,0,311,0.22307142324417145,0.032182427604031255,0.07940167808180897,0.3244190293532826,0.10251937513151131,0.030445223426670567,0.20796084315852384,Other_Faults,Z_Scratch
0,2,0,326,0.24911631140282584,0.028105516724561026,0.09339115167101429,0.3076921342969153,0.08793438618151864,0.030095132590195646,0.20366536713296923,Other_Faults,Z_Scratch
0,2,0,270,0.2536052774410462,0.026451804548488216,0.07893345140217888,0.3351962815478911,0.06699388386634114,0.03960910726120772,0.19921019393284675,Other_Faults,Z_Scratch
0,2,0,335,0.15284308621256093,0.028848160317881785,0.2383548255666403,0.3726714267848197,0.05178800469994993,0.051483531316812,0.10401096510133541,Other_Faults,Z_Scratch
0,2,0,201,0.14552647772845004,0.034506917518475705,0.11353935741456099,0.30044643628670875,0.12653901238071344,0.017379457922415943,0.2620623407486752,Other_Faults,Z_Scratch
0,2,0,195,0.1544045390094067,0.0326512661335676,0.15714081788905335,0.3162159699874936,0.09913926334671486,0.02060899309689231,0.21983915053687164,Other_Faults,Z_Scratch
0,2,0,188,0.2684814906423681,0.023504872288573973,0.07998796792362754,0.3652187358850446,0.055057904573925676,0.05517128185800979,0.1525777468284502,Other_Faults,Z_Scratch
0,2,0,241,0.24606815659267592,0.028670604376460875,0.08438790505970473,0.3402498046963566,0.07386070561267898,0.03450237249731008,0.19226045116481283,Other_Faults,Z_Scratch
0,2,0,323,0.15139847127076145,0.035710465829603424,0.17256063639441366,0.30428699588916885,0.10258574087174666,0.018482824265824312,0.21497486547848177,Other_Faults,Z_Scratch
0,2,0,318,0.23969754084647876,0.029924125337817388,0.09177176417824855,0.3209835158316913,0.08392026333440747,0.032327362100664045,0.20137542837069247,Other_Faults,Z_Scratch
0,2,0,300,0.24881127081277504,0.02683906195118468,0.06597357712928373,0.32184722259032894,0.07892867482773645,0.034615987025607746,0.2229842056630835,Other_Faults,Z_Scratch
0,2,0,346,0.11097111960283249,0.044689051005745994,0.17355758197379953,0.4205396338484268,0.14850909682064983,0.020113015846433543,0.08162050090211181,Other_Faults,Z_Scratch
0,2,0,289,0.22056051763910087,0.0291405309619609,0.12212289309898593,0.31852974234644144,0.0822072449749006,0.027709462910545733,0.19972960806806445,Other_Faults,Z_Scratch
0,2,0,212,0.17406049780793878,0.03366866559005834,0.12609411994749237,0.3356983589701703,0.09581533970993122,0.02388818835696235,0.21077482961744662,Other_Faults,Z_Scratch
0,2,0,203,0.1533287295607596,0.031457157626985394,0.12759895387122022,0.28772705300979906,0.1181469531189884,0.01646589734766172,0.2652752554645855,Other_Faults,Z_Scratch
0,2,0,345,0.17513787420829977,0.039173293218231,0.06332194032348405,0.4838305767584088,0.11804235479538212,0.03967390125081385,0.0808200594453806,Other_Faults,Z_Scratch
0,2,0,297,0.2650638065144553,0.027907092117587077,0.06793499625991282,0.3016671360769332,0.09893378772136907,0.03372002933026176,0.20477315197948065,Other_Faults,Z_Scratch
0,2,0,193,0.25052047548978584,0.03297920965436348,0.0679198820414817,0.36942284850126517,0.08241433511455393,0.03642093041189843,0.16032231878665157,Other_Faults,Z_Scratch
0,2,0,189,0.16819420103105429,0.030251510498451182,0.10296348535220846,0.2985297351827261,0.1151059978296922,0.019043756243460438,0.2659113138624073,Other_Faults,Z_Scratch
0,2,0,767,0.2594050697060317,0.026945187132651198,0.07061296685530129,0.42422915732130884,0.06754458294579875,0.07860393036105934,0.07265910567784876,Other_Faults,Stains
0,2,0,773,0.258069679345234,0.028812504909964138,0.08127757547022778,0.4128218347031919,0.06299917142050042,0.08802168299763964,0.06799755115324216,Other_Faults,Stains
0,2,0,775,0.19565627813888847,0.030084404311666327,0.1067929484877682,0.4258186099500976,0.05764535461023974,0.07813720667554229,0.1058651978257975,Other_Faults,Stains
0,2,0,787,0.21271159471611908,0.029003077652825657,0.10230328976305281,0.41325830303778305,0.058624239706525604,0.07817929536035045,0.1059201997633433,Other_Faults,Stains
0,2,0,762,0.2603000647348274,0.03032185872731301,0.05221763117101587,0.419104925994984,0.08908531280176742,0.0741693709866743,0.07480083558341798,Other_Faults,Stains
0,2,0,777,0.22557748174111178,0.028112459758792632,0.0926305222285854,0.4433088846039048,0.06457695971461296,0.08113295831164688,0.06466073364134554,Other_Faults,Stains
0,2,0,808,0.2338304356743265,0.030070210170845817,0.09432470393310648,0.43256376893334364,0.06182167066886963,0.07786948846526741,0.06951972215424043,Other_Faults,Stains
0,3,0,913,0.39556238192121684,0.02621179127510431,0.039002626774184916,0.33730484328751914,0.09024954628202052,0.03653442949575808,0.07513438096419614,Bumps,Bumps
0,3,0,1180,0.3440943285185449,0.026970920455747976,0.057984432313113184,0.3546190505438973,0.1051886296068412,0.027797053115262836,0.08334558544659267,Other_Faults,Bumps
0,3,0,1005,0.21992140893484435,0.03725472334221111,0.051921384805984835,0.39789524549009764,0.11979142373842143,0.02918119157827532,0.14403462211016535,Other_Faults,Bumps
0,3,0,1239,0.22695450330721978,0.035164497449693015,0.16816871571752678,0.3545679037253602,0.10130684857277916,0.03899513721961848,0.07484239400780258,Other_Faults,Bumps
0,3,0,888,0.23716135137641808,0.0276100490147822,0.12275605691735651,0.31324958280892595,0.08877217953794347,0.032397673495523464,0.17805310684905032,Other_Faults,Bumps
0,3,0,1216,0.27475023166536033,0.026912643358268543,0.11070107933452461,0.37506863741321766,0.052951476269124685,0.03469525883525945,0.1249206731242448,Other_Faults,Bumps
0,3,0,942,0.30077761018374916,0.025767127776611984,0.05908972446003787,0.3241178896390767,0.1040242291462217,0.03155510503308835,0.15466831376121423,Other_Faults,Bumps
0,3,0,922,0.332159231821531,0.0291192503965535,0.029093059819134664,0.3666936226165599,0.10735893009322078,0.03633101004254965,0.09924489521045053,Other_Faults,Bumps
0,3,0,1191,0.252751956662982,0.02801067489840599,0.13296982831609414,0.3703223610314505,0.06809648433594587,0.06840093435579762,0.0794477603993238,Other_Faults,Bumps
0,3,0,1192,0.20281925711973572,0.039458906620256924,0.08904771574847876,0.4074809087152517,0.12275548312779672,0.04844869553777667,0.08998903313070344,Other_Faults,Bumps
0,3,0,1089,0.2139732486166448,0.036374610920830254,0.0761694990345535,0.41286741008887146,0.10436153959031155,0.05866667431124701,0.09758701743754153,Other_Faults,Bumps
0,3,0,1171,0.36053637487000284,0.02367713193764582,0.05888174527701717,0.3635406148253845,0.0738997127264971,0.0432870902343695,0.07617733012908294,Other_Faults,Bumps
0,3,0,970,0.28620824654483634,0.03128995102789968,0.08007900626806747,0.3804708713026207,0.08496076722465896,0.06261632971393918,0.07437482791797756,Other_Faults,Bumps
0,3,0,1102,0.22779977280415972,0.028638178519398795,0.07870687792781053,0.4578649252128604,0.08258398297757996,0.051848622038955454,0.07255764051923518,Other_Faults,Bumps
0,3,0,1113,0.10616076206466685,0.026796116312791465,0.24942010257865255,0.4200991742522079,0.04699133044902563,0.04531403017770648,0.10521848416494908,Other_Faults,Bumps
0,3,0,1071,0.35910613910097955,0.02544429350042558,0.05311793141461042,0.3399215995707211,0.06550791725331434,0.0494530193437766,0.10744909981617251,Bumps,Bumps
0,3,0,1052,0.33881196470576347,0.024717618211050986,0.051773085275409865,0.3468980312997744,0.07786015731874643,0.042038807189458946,0.11790033599979578,Other_Faults,Bumps
0,3,0,1065,0.35003131691212913,0.026412691207723167,0.04110618563635193,0.3779193881105764,0.08492265081635643,0.04291682784315601,0.07669093947370696,Other_Faults,Bumps
0,3,0,1255,0.3425423235512634,0.024609172855997882,0.06218448915463996,0.3312973457655912,0.07746144215833731,0.04131753409257644,0.1205876924215938,Bumps,Bumps
0,3,0,984,0.26537785028288097,0.03414073811381548,0.1147841925489415,0.36939871496291976,0.06813425314667529,0.06902699849040199,0.0791372524543649,Other_Faults,Bumps
0,3,0,1193,0.18738795466006533,0.041020990286588246,0.07677947221639582,0.4316870847359624,0.10927294621515438,0.04966165384757854,0.10418989803825532,Other_Faults,Bumps
0,3,0,1110,0.07923163453980583,0.024488300961868693,0.3251209149982154,0.40840533659593764,0.04004422276578236,0.03863838427936282,0.0840712058590272,Other_Faults,Bumps
0,3,0,1202,0.17652453405477717,0.025629953496660238,0.17215065279367928,0.39967133301505425,0.042719913827449794,0.04106097924591239,0.14224263356646683,Other_Faults,Bumps
0,3,0,906,0.31551357083494236,0.026897233360834553,0.06708416771296337,0.3249432961645482,0.10152718308121746,0.03484454370936431,0.12919000513612983,Other_Faults,Bumps
0,3,0,1187,0.1925834492768926,0.028959971733501975,0.20717447705766556,0.3856175277119766,0.06637972589788763,0.05060005143969678,0.06868479688237906,Other_Faults,Bumps
0,3,0,1086,0.3063986427697822,0.03334182059622827,0.09334298799748375,0.37500981920905185,0.10121974586104908,0.04413571624424265,0.04655126732216219,Other_Faults,Bumps
0,3,0,1146,0.3582490366241876,0.02445556059282308,0.04373558311164083,0.3679244827647697,0.08713158067701354,0.03488415795118992,0.08361959827837535,Other_Faults,Bumps
0,3,0,1049,0.3585503701130734,0.024056972085627577,0.049644251011236415,0.37123040402897073,0.0634194538297504,0.047331164721814076,0.0857673842095274,Other_Faults,Bumps
0,3,0,866,0.3151738730360439,0.022022206740963206,0.07480754897333781,0.3429196100839599,0.08276130407745823,0.0368892131216365,0.12542624396660051,Other_Faults,Bumps
0,3,0,948,0.2901090741737713,0.02697825595510599,0.09628481309097917,0.3734039388123485,0.09089311884580574,0.02182153205315461,0.1005092670688346,Other_Faults,Bumps
0,3,0,1233,0.26834260346590827,0.03709348669627357,0.07784370423686685,0.36078411411978123,0.09545029013958646,0.027763951612244316,0.13272184972933943,Other_Faults,Bumps
0,3,0,1120,0.14968384359727407,0.03229755988050712,0.16742394608671318,0.4168658570852095,0.07019007469010627,0.044526502044778586,0.11901221661541113,Other_Faults,Bumps
0,3,0,1169,0.3654014705920719,0.023930353744634807,0.05379708850578766,0.3478486839956887,0.07991127865880879,0.04120040484391198,0.08791071965909608,Bumps,Bumps
0,3,0,1230,0.2833403876778538,0.027952324161647273,0.09188150990995711,0.3887035498753793,0.05762153407450845,0.039846802073413026,0.11065389222724091,Other_Faults,Bumps
0,3,0,1103,0.1686977634584813,0.03896116794554324,0.07974620534518691,0.473329505852149,0.11216008021913297,0.037889898553102964,0.08921537862640366,Other_Faults,Bumps
0,3,0,920,0.3540778106582395,0.02325166795408824,0.06230658749121036,0.3477165342065911,0.07040086082454085,0.042840775645420555,0.09940576321990953,Bumps,Bumps
0,3,0,1098,0.055444986808875524,0.018583589443670244,0.6434055125732507,0.20627836152750223,0.027179503295318548,0.020027840504881017,0.02908020584650163,K_Scratch,Bumps
0,3,0,1011,0.3530665967934769,0.025513464693718024,0.05748736954222634,0.34638354120153664,0.07048323293993011,0.043153254649719315,0.10391254017939262,Bumps,Bumps
0,3,0,1219,0.2971397143401511,0.02655144100386669,0.07916368386625239,0.38116264370266323,0.05944715643923828,0.04019371466382013,0.11634164598400809,Other_Faults,Bumps
0,3,0,1232,0.25886744802436823,0.028468945204772535,0.1345415847706114,0.3780955815144428,0.05055860949858166,0.033160140052155805,0.11630769093506757,Other_Faults,Bumps
0,3,0,1772,0.1622582305912917,0.0291550697675427,0.20637939738311117,0.4302742654214899,0.05375727461390252,0.053745140929140296,0.06443062129352163,Other_Faults,Other_Faults
0,3,0,1839,0.14342987813174798,0.0276364360524255,0.2007992217586254,0.4259478334830298,0.04970174357998076,0.0744964718892203,0.0779884151049702,Other_Faults,Other_Faults
0,3,0,1278,0.33789306344558173,0.025920373791685523,0.02944351668682025,0.37314705729736986,0.10907321772831201,0.030462836968112517,0.09405993408211823,Other_Faults,Other_Faults
0,3,0,1716,0.1592002911738098,0.030592070266781752,0.20306542526022756,0.41636048818536414,0.049208999978025414,0.054431848542946304,0.0871408765928451,Other_Faults,Other_Faults
0,3,0,1328,0.16646256622055672,0.038126528867686846,0.14959773875744453,0.39796074023426553,0.09283460951849673,0.04435853799233508,0.11065927840921465,Other_Faults,Other_Faults
0,3,0,1927,0.12952217177917122,0.03521989588765292,0.09545615242134224,0.4869576216809835,0.09033464137399852,0.042603839519641716,0.11990567733720997,Other_Faults,Other_Faults
0,3,0,1777,0.15375903501046118,0.0337812634154286,0.20365625567395135,0.3927290727567624,0.08428038266164788,0.03241696484580679,0.09937702563594174,Other_Faults,Other_Faults
0,3,0,1633,0.2842993297455936,0.029240592770108376,0.055083047903498154,0.41318836673218673,0.06255443820481879,0.043798066012269585,0.11183615863152484,Other_Faults,Other_Faults
0,3,0,1765,0.10086026116582444,0.02435409683725195,0.2523467136481192,0.4478287096965132,0.04557551497978976,0.03711910765967478,0.09191559601282652,Other_Faults,Other_Faults
0,3,0,1683,0.07306999577015175,0.032974599008634496,0.22421981399412616,0.40115166181139683,0.09942659424455975,0.017505306925328413,0.1516520282458025,Other_Faults,Other_Faults
0,3,0,1483,0.11459814393240235,0.031071035952491746,0.09577056164167383,0.5235253195986482,0.11711849806231682,0.0197213602783532,0.09819508053411384,Other_Faults,Other_Faults
0,3,0,1332,0.16682127232612856,0.040534861413822745,0.12382026962546175,0.39502894109128156,0.1108474454946718,0.04413020537695935,0.11881700467167429,Other_Faults,Other_Faults
0,3,0,1694,0.08307707114170239,0.029194412320159357,0.32177963685531885,0.3442772125287151,0.0899214364377641,0.017905528756958757,0.11384470195938143,Other_Faults,Other_Faults
0,3,0,1528,0.12430214002754914,0.038119815284804494,0.1746818949991449,0.3743487054396305,0.11101562086416195,0.034537970668626926,0.14299385271608211,Other_Faults,Other_Faults
0,3,0,1828,0.1506061833202473,0.02920193891579771,0.1049546784843255,0.5472651394907576,0.04335683696961682,0.08312506282668482,0.04149015999256997,Other_Faults,Other_Faults
0,3,0,1364,0.12490283919593516,0.023935322385378335,0.32297486245529794,0.3921700785849276,0.050480582437399335,0.033591738330220174,0.051944576610841585,Other_Faults,Other_Faults
0,3,0,1375,0.15782114873524716,0.02046545836683171,0.4271592868096799,0.2657772271942948,0.03964343794189,0.020609045693263477,0.06852439525879284,K_Scratch,Other_Faults
0,3,0,1270,0.11174791003320182,0.04439643462721566,0.2375830581120882,0.350928414556775,0.14467400406519382,0.024406450400946723,0.08626372820457888,Other_Faults,Other_Faults
0,3,0,1595,0.12773443795197503,0.04325871832219935,0.17954707499103764,0.4109363875033983,0.11830980568326029,0.030439376028053515,0.08977419952007587,Other_Faults,Other_Faults
0,3,0,1337,0.16252362474827092,0.034723344903453135,0.18439682359670476,0.3860206085643076,0.0769730953410148,0.040889305245768684,0.11447319760048008,Other_Faults,Other_Faults
0,3,0,1721,0.2117939587184053,0.036919289584336594,0.07981744068639879,0.4171889426280244,0.12175482970410603,0.046817143217701404,0.08570839546102742,Other_Faults,Other_Faults
0,3,0,1640,0.3094833674629147,0.04456697450666415,0.09790086400332317,0.30678444425252926,0.12513789552723725,0.04021802950067011,0.07590842474666137,Bumps,Other_Faults
0,3,0,1884,0.33043155420343273,0.02749305248200641,0.06658540384575791,0.40465319004206335,0.06304131108753443,0.041630196801155775,0.06616529153804933,Other_Faults,Other_Faults
0,3,0,1872,0.38409871183456473,0.024056880889326407,0.04147107649517417,0.36617899483856303,0.06869208428500005,0.04390242603631333,0.07159982562105838,Bumps,Other_Faults
0,3,0,1284,0.24563645581327662,0.03273772572013268,0.06902474970091227,0.41492497377057413,0.1269408690940576,0.04350838136789615,0.06722684453315061,Other_Faults,Other_Faults
0,3,0,1610,0.35196860751525727,0.029296682333974734,0.03195574888341293,0.36610097683597737,0.10208268027599428,0.03478204929658449,0.08381325485879897,Other_Faults,Other_Faults
0,3,0,1832,0.1505372125182082,0.03654221200748913,0.06905514299246349,0.5494272855417802,0.07378597228137942,0.062141554026148016,0.05851062063253153,Other_Faults,Other_Faults
0,3,0,1557,0.15137383952436595,0.026698304279631963,0.23478734384206043,0.3930302426085693,0.053441303991583436,0.06296906914542155,0.07769989660836728,Other_Faults,Other_Faults
0,3,0,1856,0.22626809449350843,0.02186898706100217,0.15037668381863584,0.39235355603583816,0.05988530140699124,0.045036016292986966,0.10421136089103719,Other_Faults,Other_Faults
0,3,0,1395,0.18742752118953743,0.041386759918853835,0.09724138100993644,0.46158667365486616,0.07278447878101006,0.08485691597992333,0.05471626946587278,Other_Faults,Other_Faults
0,3,0,1499,0.15489649764484303,0.02661479603020392,0.0763657867998334,0.5362950356491226,0.09060535377883032,0.028387769823255953,0.08683476027391068,Other_Faults,Other_Faults
0,3,0,1521,0.09180834682034826,0.03880413362793507,0.2672904546273917,0.2763902783517993,0.1595904855753383,0.020264707138112657,0.1458515938590748,Other_Faults,Other_Faults
0,3,0,1417,0.3462049415294969,0.022326113995815314,0.03772077949905597,0.404161453339825,0.0760072922481323,0.04227096305599579,0.07130845633167869,Other_Faults,Other_Faults
0,3,0,1411,0.4036119224809746,0.02517659120734956,0.03695169265694559,0.3343531018494312,0.08563425829032169,0.03830316871734028,0.07596926479763706,Bumps,Other_Faults
0,3,0,1369,0.2957640812046733,0.026786453447054322,0.06069769853405135,0.40636131118281993,0.058702803929591305,0.05612358804546035,0.09556406365634956,Other_Faults,Other_Faults
0,3,0,1448,0.3404631891537247,0.03138732277541604,0.09197143256553689,0.3103617270915025,0.12222971839231048,0.01928383989275211,0.08430277012875734,Bumps,Other_Faults
0,3,0,1340,0.16529459553600306,0.03666598246210614,0.15390620676936037,0.3838502122625497,0.09668778074177073,0.041322708779638895,0.12227251344857107,Other_Faults,Other_Faults
0,3,0,1301,0.14615630959718184,0.03249076556689023,0.08550269207109394,0.4757649967750687,0.1315882207217748,0.03319259220748863,0.09530442306050173,Other_Faults,Other_Faults
0,3,0,1843,0.12310010558519785,0.04173586380700294,0.12897976808897058,0.445696294371467,0.10042182905891618,0.05274956101944751,0.10731657806899796,Other_Faults,Other_Faults
0,3,0,1347,0.17679215184871358,0.03395563098422735,0.14703341947981197,0.3782027718942329,0.12985056258897057,0.03127539876515895,0.10289006443888479,Other_Faults,Other_Faults
0,3,0,1524,0.08201385972715532,0.03431598980198905,0.352562945565273,0.2586424712340768,0.12413203061363036,0.018820045476358804,0.1295126575815166,K_Scratch,Other_Faults
0,3,0,1473,0.2497077713807876,0.0354324520495258,0.08714980072269393,0.3958650801016082,0.10145573488479147,0.053633113523859084,0.07675604733673395,Other_Faults,Other_Faults
0,3,0,1695,0.15986665895825078,0.028834351316281474,0.10929059224683245,0.4734007023455644,0.06966684290440804,0.04384112066288916,0.11509973156577365,Other_Faults,Other_Faults
0,3,0,1371,0.2830907884593629,0.02485063350268424,0.07037288556834329,0.414012765011432,0.05567961383660897,0.05084255036238852,0.10115076325917988,Other_Faults,Other_Faults
0,3,0,1656,0.19017223564282765,0.03567566986078502,0.11843306269171147,0.40924772832323164,0.11838749060080958,0.035282484594132475,0.0928013282865022,Other_Faults,Other_Faults
0,3,0,1500,0.12149585059744272,0.029628998813564164,0.11554800047749601,0.5319253639972612,0.0943251224904672,0.02370822476487167,0.08336843885889701,Other_Faults,Other_Faults
0,3,0,1930,0.15720331337716387,0.028089168947297505,0.2333955984832465,0.37623443424332165,0.05456114526610197,0.053114827427632565,0.09740151225523597,Other_Faults,Other_Faults
0,3,0,1619,0.3699257601802315,0.023751717814765632,0.050180665005833985,0.36502165497646316,0.06228146838730763,0.04838006663187166,0.08045866700352651,Bumps,Other_Faults
0,3,0,1563,0.26812221908758643,0.025810850576488388,0.08566161918208436,0.3883128710317977,0.0495465816878011,0.04598126767013263,0.13656459076410943,Other_Faults,Other_Faults
0,3,0,1821,0.13305863897599304,0.04672240193868202,0.17667598523172484,0.31175070677602856,0.1605013978134387,0.025653288137998106,0.14563758112613467,Other_Faults,Other_Faults
0,3,0,1562,0.11034857706841314,0.026923726227754966,0.25881944237152993,0.41193826545407713,0.04437676500797776,0.051252276644790866,0.09634094722545604,Other_Faults,Other_Faults
0,3,0,1443,0.3600553094123499,0.024990413396279953,0.05961538202996013,0.3320020740076333,0.08491528236790988,0.03507188056777936,0.10334965821808746,Bumps,Other_Faults
0,3,0,1533,0.29155211843713946,0.03067240748106987,0.06534662680892521,0.37119287908121984,0.12144037092255132,0.021617890246680815,0.09817770702241345,Other_Faults,Other_Faults
0,3,0,1815,0.3145101231087778,0.030826788673190893,0.040824982729879854,0.36643480213062457,0.11341562447877447,0.03203552278356345,0.10195215609518882,Other_Faults,Other_Faults
0,3,0,1880,0.22892444243794058,0.025287763481204595,0.10697594223470655,0.4003147870122475,0.050048557013512206,0.05821595194388365,0.13023255587650495,Other_Faults,Other_Faults
0,3,0,1863,0.18521141363794436,0.0204584543747346,0.3215676244637585,0.3591766140248007,0.04662344777454175,0.02857880155346132,0.03838364417075891,Other_Faults,Other_Faults
0,3,0,1932,0.14342912015540854,0.02873003442190233,0.2555898852821848,0.37033250576137944,0.05684203109819704,0.04941152971102044,0.09566489356990743,Other_Faults,Other_Faults
0,3,0,1564,0.2518213604515238,0.025418637516206898,0.16460082468607476,0.36802990910659295,0.0596474106258721,0.028486960550299822,0.10199489706342962,Other_Faults,Other_Faults
0,3,0,1859,0.3338028589398259,0.026097567372972422,0.0409895638681485,0.3682691119787261,0.10052295308396016,0.02716042671078986,0.10315751804557696,Other_Faults,Other_Faults
0,3,0,1831,0.1229258483065907,0.03642140469674201,0.0908285870322066,0.49369490128868737,0.09616899897926232,0.04987517279039277,0.11008508690611826,Other_Faults,Other_Faults
0,3,0,1598,0.1524942149542161,0.041917432000422694,0.11718303363603062,0.42911124968724873,0.12467981424600959,0.033883987734938184,0.10073026774113414,Other_Faults,Other_Faults
0,3,0,1486,0.16609022071931062,0.03100372708646974,0.05255928889922812,0.5607302017623551,0.11017868513182534,0.028038873126780647,0.05139900327403028,Other_Faults,Other_Faults
0,3,0,1449,0.3662649490512238,0.022940926704219593,0.044124171815863596,0.3754326281287771,0.07311010290297745,0.04103925575261659,0.07708796564432178,Other_Faults,Other_Faults
0,3,0,1583,0.1841139424709977,0.031738218429852603,0.09799054287662756,0.32726626546607407,0.143183443313286,0.016927848470576323,0.19877973897258566,Other_Faults,Other_Faults
0,3,0,1576,0.1773162301400555,0.03146736636403426,0.12701280134909915,0.3071289508040328,0.14679064510933487,0.015140476767909446,0.19514352946553393,Other_Faults,Other_Faults
0,3,0,1515,0.32580358738933723,0.04001633445641525,0.1104342121228754,0.3072207427229779,0.11932769768872395,0.03752215541974249,0.05967527019992773,Bumps,Other_Faults
0,3,0,1612,0.41155918910958517,0.025588270493717633,0.04396154502259504,0.3172685379313602,0.09025413192343715,0.03530480576422098,0.076063519755084,Bumps,Other_Faults
0,3,0,1379,0.11978525369354073,0.019242776665108517,0.5230276715890421,0.23431321166073507,0.03007883042111302,0.018985174927346016,0.05456708104311484,K_Scratch,Other_Faults
0,3,0,839,0.19551775546384811,0.043920243084585225,0.06627461853344527,0.42027203900596866,0.13763844769495667,0.0419983900074285,0.09437850620976745,Other_Faults,Dirtiness
0,3,0,848,0.15200933231072605,0.04851805842484399,0.114598367516888,0.4114324434333916,0.14231793143203636,0.030192729891564147,0.10093113699054994,Other_Faults,Dirtiness
0,3,0,850,0.16446856292578838,0.048250313402705025,0.10693406063046307,0.4033386826735012,0.15052521368577412,0.031856319787302474,0.09462684689446571,Other_Faults,Dirtiness
0,3,0,834,0.3434475093725606,0.02789736343340246,0.059420542897850405,0.3972131080533578,0.06946468832182474,0.04447572724196167,0.05808106067904228,Other_Faults,Dirtiness
0,3,0,864,0.2126849639806476,0.0419574648388218,0.0631699582094218,0.4208572206017489,0.12580775296617078,0.047120851065098064,0.08840178833809101,Other_Faults,Dirtiness
0,3,0,527,0.07900675981030564,0.023358103262766335,0.5731190021024261,0.1760540079052797,0.052440850579366434,0.016424985776940293,0.0795962905629155,K_Scratch,K_Scratch
0,3,0,703,0.08508844957938377,0.021808836876886412,0.5685643809004806,0.1937014204396793,0.046610565711012755,0.020588509626689632,0.0636378368658677,K_Scratch,K_Scratch
0,3,0,533,0.1053065326873335,0.0259267391809003,0.3244208441207995,0.3584509397933629,0.047833367006353794,0.041297218456617546,0.09676435875463231,Other_Faults,K_Scratch
0,3,0,677,0.07721810860495511,0.02055234737659907,0.5730525660498593,0.19887262733256048,0.04362617731302154,0.021210330866454997,0.06546784245654946,K_Scratch,K_Scratch
0,3,0,737,0.1275294326133297,0.04256078338633372,0.3445023433889551,0.25220964113889777,0.13772852463145538,0.021918831367638704,0.0735504434733897,K_Scratch,K_Scratch
0,3,0,617,0.06935782076058622,0.020274884958391907,0.5801825713427358,0.1977881510500216,0.042605475088840224,0.02041693908054063,0.06937415771888363,K_Scratch,K_Scratch
0,3,0,591,0.07736982343612364,0.021252615707847988,0.5056251917589317,0.25675743602424955,0.04046093788910379,0.025812663103373455,0.07272133208036974,K_Scratch,K_Scratch
0,3,0,454,0.06238969975892566,0.019097120828461097,0.6533158720235896,0.1474084798771343,0.0390975587791145,0.017033522600969866,0.061657746131804976,K_Scratch,K_Scratch
0,3,0,595,0.07583497530789068,0.019801520786677556,0.5671418941973908,0.20379921397262624,0.04377240694249618,0.022084324459418922,0.06756566433349954,K_Scratch,K_Scratch
0,3,0,353,0.22523186689505634,0.030853237414632508,0.13744238802648054,0.4147808231246787,0.052719368126880134,0.09893869807237268,0.040033618339899164,Other_Faults,K_Scratch
0,3,0,512,0.0708056573944153,0.022082991255840904,0.6124759784590608,0.15762758526118475,0.04900453467345654,0.015305714685658028,0.07269753827038375,K_Scratch,K_Scratch
0,3,0,648,0.07557077763803861,0.020625243932292012,0.5715944460189388,0.19794648210562937,0.044490961410745766,0.021169914743723234,0.06860217415063226,K_Scratch,K_Scratch
0,3,0,560,0.07781879918026362,0.020315457369011962,0.5275074946833372,0.23097295887845576,0.045640063756252125,0.02464223614762116,0.07310298998505814,K_Scratch,K_Scratch
0,3,0,575,0.0760960762660548,0.01958173749621196,0.5567438656705576,0.21183055981244456,0.04435922785109079,0.023364684874032374,0.06802384802960793,K_Scratch,K_Scratch
0,3,0,461,0.05945333184069055,0.020974295359146047,0.6591133950234686,0.13230327540748404,0.049264260186993106,0.01397086649857198,0.06492057568364575,K_Scratch,K_Scratch
0,3,0,348,0.20911580101147667,0.03313964200999514,0.14028503080823593,0.4103420170151353,0.062067913202135304,0.07892266963649447,0.0661269263165273,Other_Faults,K_Scratch
0,3,0,401,0.05617644378184596,0.018891919376488108,0.6893585702072733,0.11912498263111826,0.04310523703399466,0.014134906311088293,0.05920794065819142,K_Scratch,K_Scratch
0,3,0,701,0.08309177768895074,0.02119264720969677,0.5782941409368859,0.1899210941355311,0.04429131327662455,0.020102591801254465,0.06310643495105646,K_Scratch,K_Scratch
0,3,0,643,0.07808999850625017,0.020353210051402244,0.5741566762066966,0.1948416292710884,0.04598436378618809,0.021646040943208496,0.06492808123516598,K_Scratch,K_Scratch
0,3,0,626,0.07624181628749305,0.020373894553452187,0.5718275792511026,0.19733789049034836,0.04536831268327224,0.021354808616241953,0.06749569811808949,K_Scratch,K_Scratch
0,3,0,695,0.08036459664546834,0.02088793279225679,0.5744477562795773,0.193127016046491,0.04547417609359493,0.021063530096930128,0.0646349920456815,K_Scratch,K_Scratch
0,3,0,411,0.05073452693484044,0.019220407826532865,0.7038216694959126,0.11140659398896444,0.04464733490360358,0.013172940408282133,0.056996526441863905,K_Scratch,K_Scratch
0,3,0,358,0.2002845654193034,0.03202504490178953,0.1597187685281785,0.42799903570562103,0.05031275906431642,0.08344715245638329,0.046212673924407754,Other_Faults,K_Scratch
0,3,0,384,0.2533381241349896,0.029401017359435812,0.15131213855052392,0.3292299922974355,0.10330682572901892,0.050146066313684914,0.08326583561491134,Other_Faults,K_Scratch
0,3,0,389,0.2111923979713618,0.03859265247325457,0.12924780045708087,0.3677062605648132,0.13714316063943768,0.03154459139249596,0.08457313650155576,Other_Faults,K_Scratch
0,3,0,711,0.14133258426175607,0.024936898241313583,0.482411713853468,0.20768405196815146,0.0569323731910808,0.025029346033540307,0.06167303245068971,K_Scratch,K_Scratch
0,3,0,387,0.2340586022166181,0.03112395806566372,0.15257514476820647,0.34284403262538315,0.1030709026353828,0.04770152656715652,0.08862583312158921,Other_Faults,K_Scratch
0,3,0,650,0.07639742331751054,0.020052815092428036,0.5795133489742531,0.19418242887229245,0.043990573850573034,0.02128269913391938,0.06458071075902352,K_Scratch,K_Scratch
0,3,0,431,0.056244064593828795,0.019376030454357734,0.6883004578068179,0.11858213129901406,0.04424128010493938,0.013623726885111698,0.05963230885593035,K_Scratch,K_Scratch
0,3,0,587,0.098799219280895,0.027620141168507018,0.39988311591831927,0.2844315591893668,0.05514776711032557,0.026143320047776215,0.10797487728481019,K_Scratch,K_Scratch
0,3,0,599,0.07062015343123708,0.01962695252128845,0.5874490489779809,0.19350341051126568,0.04317998312330657,0.020751610729284328,0.06486884070563703,K_Scratch,K_Scratch
0,3,0,614,0.07587157244005173,0.020289560202729668,0.5692997471515678,0.20099979910519403,0.04517626923713232,0.02191949995377423,0.06644355190955023,K_Scratch,K_Scratch
0,3,0,638,0.07503838965210385,0.02007501190888691,0.5812753369503795,0.19387264284451503,0.04436499153836019,0.021256848028780147,0.06411677907697444,K_Scratch,K_Scratch
0,3,0,451,0.05881727136367874,0.018571409091624608,0.6678913344410816,0.14004386547896666,0.03640389107049278,0.016117187125844947,0.062155041428310645,K_Scratch,K_Scratch
0,3,0,592,0.07265841576698233,0.020038177392078915,0.5663180115768172,0.20577287917774725,0.04466633787704747,0.022056828474826682,0.06848934973450027,K_Scratch,K_Scratch
0,3,0,642,0.07517309717532013,0.020328549871332254,0.5762118592101844,0.19536093627273818,0.04389295824681816,0.020929945597099636,0.06810265362650732,K_Scratch,K_Scratch
0,3,0,375,0.2336425832977399,0.03645466987170502,0.09018035424799829,0.42327179485080474,0.081265991148617,0.07653877723626715,0.05864582934686791,Other_Faults,K_Scratch
0,3,0,518,0.12522431753541913,0.02266471145179283,0.3935231214552195,0.28273181584490287,0.061224476760383534,0.023395401256971805,0.09123615569531031,K_Scratch,K_Scratch
0,3,0,535,0.07724845050366543,0.020208257591098015,0.5248797694289506,0.23447762339543243,0.04553739985167054,0.025101816370491276,0.07254668285869158,K_Scratch,K_Scratch
0,3,0,27,0.2911805221191976,0.038588971472926746,0.05176326600370429,0.3721701723334716,0.153551002533751,0.04007125448591927,0.05267481105102951,Other_Faults,Pastry
0,3,0,33,0.2390403676364927,0.03597544443242432,0.08912670335955923,0.3834003223687322,0.1383861746483862,0.04124872894723705,0.07282225860716833,Other_Faults,Pastry
0,3,0,137,0.19262730334178607,0.03920020993243055,0.14331331670559389,0.3257118994433558,0.13558073000688683,0.03981831956609832,0.12374822100384851,Other_Faults,Pastry
0,3,0,47,0.34995804243757644,0.03248581245925449,0.029162097351293593,0.3461080714896228,0.12034563910901205,0.03238371948389576,0.08955661766934471,Bumps,Pastry
0,3,0,132,0.2001807503330146,0.039750353358246296,0.08538933554646415,0.4135563504239786,0.17804547610972846,0.025904582496689324,0.05717315173187859,Other_Faults,Pastry
0,3,0,88,0.2194428652832273,0.04442495201923411,0.10824354753959774,0.3638956680163592,0.14837813004717143,0.03757910152633212,0.07803573556807807,Other_Faults,Pastry
0,3,0,68,0.306983875408591,0.027775109920026596,0.02600159257793044,0.3950140211054107,0.11061515792583106,0.029115731226392418,0.10449451183581762,Other_Faults,Pastry
0,3,0,73,0.26363496706052014,0.028319609627997695,0.017510111123688367,0.43626897820675314,0.12184995207906152,0.02426945889422308,0.10814692300775591,Other_Faults,Pastry
0,3,0,93,0.21027176699991185,0.03302503953471536,0.09594904142328604,0.4125738304859639,0.12272061557548054,0.04031710086839914,0.08514260511224314,Other_Faults,Pastry
0,3,0,21,0.1438659184412995,0.03146268395906472,0.08625963422239731,0.48885731300084606,0.12078759773025427,0.03392743489861979,0.09483941774751838,Other_Faults,Pastry
0,3,0,59,0.2655286518873014,0.032357559178329276,0.03590182766459375,0.3943800260397514,0.10658178504073418,0.03795746789049822,0.1272926822987917,Other_Faults,Pastry
0,3,0,24,0.13651732414302403,0.03421475279896224,0.09586004881580898,0.4892564530750825,0.12366133195309953,0.03423498112871032,0.08625510808531225,Other_Faults,Pastry
0,3,0,127,0.16676366418290647,0.0344019729352151,0.13346400254584986,0.3892130868695025,0.1360100911072615,0.030845766066244496,0.10930141629302,Other_Faults,Pastry
0,3,0,26,0.2094194612257638,0.038855283550537564,0.12128236311250565,0.3742388272888786,0.1413368394329189,0.03611460553064228,0.07875261985875334,Other_Faults,Pastry
0,3,0,94,0.2428580774717704,0.026742358302390717,0.08188482243171664,0.4378132785024856,0.07846453012852979,0.06401802191820023,0.06821891124490662,Other_Faults,Pastry
0,3,0,104,0.18126814171493574,0.03763977219065898,0.08134987692331436,0.43159535961903356,0.177306300321505,0.024708739591465374,0.06613180963908707,Other_Faults,Pastry
0,3,0,320,0.23158523406979822,0.0245554374997594,0.12734063536333015,0.34473730186773854,0.05045129488735762,0.04249389489676486,0.1788362014152512,Other_Faults,Z_Scratch
0,3,0,308,0.26111829916994816,0.028923130412053577,0.0671514074490878,0.3089435395407409,0.09818488101896046,0.033694467516895595,0.20198427489231344,Other_Faults,Z_Scratch
0,3,0,261,0.18473806796684225,0.02966426423286746,0.1775335685093764,0.28751621768023145,0.09057996518972619,0.021038737198376033,0.2089291792225801,Other_Faults,Z_Scratch
0,3,0,194,0.22558005225813443,0.028306611322468776,0.08206970865945606,0.34716589127664793,0.07879791363384295,0.03605457953977543,0.20202524330967453,Other_Faults,Z_Scratch
0,3,0,328,0.2322772493053981,0.03248598075079589,0.06455941536404462,0.31820525035679104,0.10635594740960533,0.03273396289772436,0.2133821939156407,Other_Faults,Z_Scratch
0,3,0,174,0.21071657748662462,0.027801203518972695,0.07631469821756134,0.3544489878391418,0.07300075720074871,0.038383524080202513,0.2193342516567482,Other_Faults,Z_Scratch
0,3,0,258,0.21443196674348683,0.03276461956360599,0.07569962114319412,0.3363566630012502,0.09993062990206134,0.031020475800950346,0.20979602384545115,Other_Faults,Z_Scratch
0,3,0,333,0.1651751670737779,0.02782819525128106,0.2132916160211966,0.37480397428553575,0.058553844017881086,0.05795207707401705,0.10239512627631059,Other_Faults,Z_Scratch
0,3,0,298,0.2064004993755291,0.030411595503706694,0.08454786288651886,0.322036010439076,0.093634419177059,0.027104993865181847,0.23586461875292855,Other_Faults,Z_Scratch
0,3,0,336,0.1372297528564636,0.029203911889423256,0.2354980822063671,0.39620772674702004,0.0525610580552644,0.05305307263659986,0.09624639560886175,Other_Faults,Z_Scratch
0,3,0,190,0.2262098780793075,0.024580373474677,0.11964251602580318,0.36780494913813566,0.05323733377190275,0.04374198351152091,0.16478296599865302,Other_Faults,Z_Scratch
0,3,0,315,0.23597697875180196,0.02331458820887694,0.11399466162322958,0.34709971997815664,0.053214761885554664,0.04228553276083116,0.18411375679154907,Other_Faults,Z_Scratch
0,3,0,310,0.25611502037181405,0.024134803772006296,0.07197211951053308,0.2980896567303799,0.0792008034026814,0.02808247247705872,0.2424051237355266,Other_Faults,Z_Scratch
0,3,0,202,0.1397273522939877,0.031611850999551196,0.16028579164415613,0.25770252244347625,0.12661213647832648,0.013772053435721895,0.27028829270478033,Z_Scratch,Z_Scratch
0,3,0,317,0.28282851407257176,0.023299146690778063,0.08546546900859386,0.3163799922999818,0.05787841261761898,0.044500954666726766,0.18964751064372878,Other_Faults,Z_Scratch
0,3,0,244,0.2362690330709846,0.03185061528296764,0.08414419246027678,0.35011001211678716,0.0876900042946516,0.033056532030527816,0.1768796107438045,Other_Faults,Z_Scratch
0,3,0,206,0.10228440815538407,0.03013546537240682,0.3246141757403171,0.2624159333583459,0.07011466217695524,0.015893155268504537,0.19454219992808622,K_Scratch,Z_Scratch
0,3,0,288,0.20892496995038143,0.03308642562635948,0.11621466273551596,0.30457883303387556,0.1096126101172813,0.025073953612623327,0.20250854492396292,Other_Faults,Z_Scratch
0,3,0,301,0.2402235285631847,0.024185511224285913,0.12570791242983406,0.37226959491545786,0.051864899718737645,0.04275000760101973,0.14299854554748015,Other_Faults,Z_Scratch
0,3,0,798,0.23388424445062148,0.028435439613154607,0.08886231634563234,0.4477093674853271,0.05275610617268849,0.08227212715571199,0.06608039877686392,Other_Faults,Stains
0,3,0,769,0.20595055092619277,0.027594230198265388,0.10338317729784896,0.4318628446895855,0.05796381985370943,0.08411828444141696,0.089127092592981,Other_Faults,Stains
0,3,0,771,0.23329305055376245,0.02850732965571277,0.08364107531422582,0.4389233322494541,0.05718186531247427,0.08744641891124809,0.07100692800312242,Other_Faults,Stains
0,3,0,768,0.22046797590569775,0.02894446953156966,0.08564983778169967,0.4541606055059092,0.05600128265085618,0.08822282461987972,0.06655300400438796,Other_Faults,Stains
0,3,0,796,0.18365446407639865,0.029412614875180324,0.15399149001376647,0.4149400932657794,0.055942905054572424,0.06548425231012833,0.09657418040417445,Other_Faults,Stains
0,3,0,784,0.26512385233999114,0.028139502885090567,0.07893514029885057,0.4165907539891545,0.05748645959936716,0.08594676627962863,0.06777752460791751,Other_Faults,Stains
0,3,0,793,0.20202249908015193,0.027640096269150743,0.12031165145111386,0.4278359981856128,0.05765611167568781,0.07945206138140372,0.0850815819568792,Other_Faults,Stains
0,4,0,1048,0.37490366538509823,0.024790783912763355,0.03564479245317069,0.3536733833210124,0.07772662935146217,0.04262655015800508,0.09063419541848823,Bumps,Bumps
0,4,0,1237,0.2721870060532186,0.02951140112518448,0.10711220720598005,0.3940809877731696,0.050174441907807205,0.04021998915615572,0.10671396677848449,Other_Faults,Bumps
0,4,0,1181,0.28741733706938316,0.034478171853612925,0.0382338468861869,0.379194926432367,0.1416317815315086,0.02544092007489093,0.0936030161520505,Other_Faults,Bumps
0,4,0,915,0.38607190854639145,0.024849828609963726,0.05788041386007679,0.3246740179635004,0.07015996287854066,0.04561594473149502,0.09074792341003185,Bumps,Bumps
0,4,0,1116,0.10727931232966435,0.026026455126069922,0.2615165771605699,0.4321601474357143,0.043114422381454263,0.044087419226664315,0.08581566633986308,Other_Faults,Bumps
0,4,0,1184,0.3640190598910584,0.026535684356634743,0.043223890122690754,0.3559136348533325,0.09595801404973751,0.03269953826876701,0.0816501784577791,Bumps,Bumps
0,4,0,1164,0.3316738659700251,0.02514069314640894,0.07587454884701965,0.3561130107885643,0.07663981186839115,0.034829248179791314,0.09972882119979956,Other_Faults,Bumps
0,4,0,1208,0.2800024448516532,0.027705509527605244,0.08431439796430118,0.3817633696263908,0.05775805728252894,0.03745107680426442,0.13100514394325624,Other_Faults,Bumps
0,4,0,1217,0.27078758644573014,0.027854236830424425,0.1045885113526552,0.3839547997990894,0.05591141449601863,0.03587699553257178,0.12102645554351033,Other_Faults,Bumps
0,4,0,882,0.3399883835607621,0.0251553884085947,0.058933316047775054,0.34505216128346655,0.08360369455707262,0.03631507565670342,0.11095198048562546,Other_Faults,Bumps
0,4,0,1215,0.30199216737285234,0.027000772429466514,0.07170038981790651,0.3749131154562151,0.0587905302478707,0.04052690627907969,0.12507611839660912,Other_Faults,Bumps
0,4,0,1185,0.3721222641357355,0.02409601661440434,0.05049108070260276,0.35738091946543293,0.08256356718001134,0.03639505169463826,0.07695110020717498,Bumps,Bumps
0,4,0,989,0.3333075966484185,0.030064294268197393,0.037602648771067,0.3751714791233916,0.10116565383924234,0.035164787403474736,0.0875235399462083,Other_Faults,Bumps
0,4,0,870,0.23812570305753603,0.028386898488602482,0.07749877339975512,0.45471066520671116,0.08562229329750257,0.05350740889312552,0.06214825765676718,Other_Faults,Bumps
0,4,0,1212,0.31347741285230296,0.026143356838782713,0.08746958912065309,0.3589271699550651,0.05646187024034398,0.03860938793586726,0.11891121305698497,Other_Faults,Bumps
0,4,0,940,0.2947915168957519,0.027353328327225042,0.07974656149594002,0.3366778614382804,0.09331506721953513,0.03226063807115099,0.13585502655211643,Other_Faults,Bumps
0,4,0,941,0.3293261743515865,0.0258192848620294,0.07827802707940486,0.3857052924445024,0.06597043968655456,0.03887478989721906,0.07602599167870311,Other_Faults,Bumps
0,4,0,935,0.25299395419488524,0.02963589068893381,0.06555742822510922,0.3508604763944064,0.10674989596737877,0.029288844828954917,0.16491350970033175,Other_Faults,Bumps
0,4,0,991,0.3094489177749716,0.027791215056764584,0.06830222452796893,0.3237501322806632,0.0891222658311357,0.03326256104869528,0.14832268347980088,Other_Faults,Bumps
0,4,0,900,0.3543381224889057,0.024857493348761597,0.028537329666971412,0.3779997551831024,0.08806656723458592,0.037046784313507386,0.08915394776416558,Other_Faults,Bumps
0,4,0,926,0.2743303764873062,0.02726681604770051,0.057417212939102395,0.3630829469353155,0.09353837221041418,0.037383290018817635,0.14698098536134363,Other_Faults,Bumps
0,4,0,897,0.36201193109334145,0.02405397916810178,0.048892018177941164,0.37009668677036645,0.06569264617751888,0.04640205927622207,0.08285067933650815,Other_Faults,Bumps
0,4,0,1245,0.31305030563141084,0.03669413177861072,0.10403758594733815,0.3206835152460655,0.10178052261692348,0.049714453010333774,0.07403948576931739,Other_Faults,Bumps
0,4,0,1243,0.3277829148809054,0.03284803883181159,0.11702079266532593,0.3213368795989065,0.08566971502375549,0.05523503954100386,0.060106619458291224,Bumps,Bumps
0,4,0,1221,0.2565205686024329,0.035765157495749926,0.07490772009289837,0.36445675501982727,0.11089099864381081,0.02485523247039405,0.13260356767488668,Other_Faults,Bumps
0,4,0,1019,0.3153058241826656,0.02388977265922119,0.07015586330536626,0.34487435650969916,0.08001107887096937,0.038185434177135255,0.1275776702949432,Other_Faults,Bumps
0,4,0,1264,0.26200724330085645,0.0336317460755864,0.034211670071637286,0.4252404842210216,0.09854034054232783,0.029228071213478864,0.11714044457509158,Other_Faults,Bumps
0,4,0,1190,0.21236081694491984,0.03774623870904723,0.07961769226669752,0.4276246396394738,0.09748442872299426,0.05656784350349402,0.08859834021337328,Other_Faults,Bumps
0,4,0,1095,0.17732690261735967,0.038217824019194824,0.19239873145302483,0.34315132275913274,0.10962801179684943,0.03413909703245769,0.10513811032198084,Other_Faults,Bumps
0,4,0,950,0.33763725116023413,0.024773353003240895,0.029589273680508284,0.3833211567794898,0.09368687035555852,0.031029688362189924,0.09996240665877845,Other_Faults,Bumps
0,4,0,1097,0.16847563594626433,0.036148521034782846,0.22594400146055338,0.315729643938424,0.10528492017226858,0.03120454846684567,0.11721272898086106,Other_Faults,Bumps
0,4,0,1172,0.34975399741811564,0.023764953990645123,0.07370410871541679,0.34550845910557665,0.06999290192526382,0.044702839427232716,0.09257273941774916,Bumps,Bumps
0,4,0,1240,0.2533408810907974,0.0370827163920991,0.12741589991409405,0.3555075210557056,0.09281699582568295,0.04446547813962942,0.08937050758199147,Other_Faults,Bumps
0,4,0,1156,0.18805604376479634,0.0306254940223826,0.14487533509477477,0.3888515208795977,0.08425277749556996,0.023236271002804985,0.14010255774007355,Other_Faults,Bumps
0,4,0,1155,0.2067426009264159,0.022366273785385603,0.27100619245611424,0.32949556767081434,0.05159594836740515,0.031450966003704325,0.08734245079016037,Other_Faults,Bumps
0,4,0,1249,0.30539811078001655,0.03517629145328179,0.1408674342738591,0.2949849628066949,0.0920966570934975,0.04620560413041871,0.08527093946223141,Bumps,Bumps
0,4,0,1022,0.3415494722056563,0.027211420005311956,0.04211501520918412,0.3610292732826205,0.10810912200756936,0.02752038450564432,0.09246531278401343,Other_Faults,Bumps
0,4,0,1258,0.30218251276715935,0.030482978652642982,0.0600829258426799,0.36100115866127647,0.10275884018039075,0.02604316132689148,0.11744842256895921,Other_Faults,Bumps
0,4,0,1091,0.28595113964708574,0.02968633945104864,0.1330416028384054,0.33404333328911107,0.07487310512850556,0.06550114359778367,0.07690333604805992,Other_Faults,Bumps
0,4,0,1260,0.2350958406699195,0.028710571705285827,0.07480036819187996,0.37343853292118767,0.09110949847963128,0.025245108128236368,0.17160007990385945,Other_Faults,Bumps
0,4,0,1885,0.28960428211178274,0.02575516635655621,0.02631438730280674,0.42868818660471714,0.10893664755704761,0.026845206070570858,0.09385612399651877,Other_Faults,Other_Faults
0,4,0,1669,0.29436514459065355,0.029407595491887793,0.046203016352204,0.3727436342356477,0.09197924598641845,0.022622675232615304,0.14267868811057313,Other_Faults,Other_Faults
0,4,0,1468,0.2927036954399453,0.02824446369727297,0.08752452122592935,0.39513790324422093,0.08298032714501581,0.06029206640815572,0.053117022839459904,Other_Faults,Other_Faults
0,4,0,1639,0.29975195707318414,0.023930473321160488,0.07971522310334478,0.38491843159606176,0.05906988911123127,0.04478402796624577,0.10782999782877191,Other_Faults,Other_Faults
0,4,0,1522,0.1245170755556662,0.036689956263421475,0.13034298552749318,0.3792120716091961,0.1349967168821806,0.036119278005955324,0.15812191615608717,Other_Faults,Other_Faults
0,4,0,1327,0.15636891564548122,0.043190780954509594,0.1355109433625503,0.43216307456281555,0.10752406259431309,0.040103194996410955,0.08513902788391939,Other_Faults,Other_Faults
0,4,0,1621,0.29804964480479124,0.030678258931761702,0.050057062111346036,0.36941891690208994,0.11554535966942174,0.025037003691666056,0.1112137538889232,Other_Faults,Other_Faults
0,4,0,1430,0.32325487300052536,0.02452551813526694,0.0762805372279534,0.3268268259033439,0.0564418764652542,0.05148285593034164,0.14118751333731464,Other_Faults,Other_Faults
0,4,0,1323,0.1881974703960532,0.039841883540083035,0.10955022560593,0.3725210025659571,0.12779340513667042,0.04337252989566578,0.11872348285964056,Other_Faults,Other_Faults
0,4,0,1818,0.19418787360542214,0.03542867014931755,0.05779142598432689,0.46433877357069614,0.1141754825029894,0.04555207618427821,0.08852569800296967,Other_Faults,Other_Faults
0,4,0,1516,0.17826117867404548,0.05529342094582705,0.19612741814352586,0.30750603466020165,0.1658149642345168,0.020045130330816778,0.07695185301106662,Other_Faults,Other_Faults
0,4,0,1750,0.25622585433866546,0.02432988933337192,0.11413456880982056,0.34453971548080903,0.04839420172881291,0.04717125895558263,0.16520451135293762,Other_Faults,Other_Faults
0,4,0,1597,0.1313086251649444,0.042228345589135734,0.12049601064733154,0.40516521281985524,0.16116740005001168,0.024328965514606424,0.11530544021411489,Other_Faults,Other_Faults
0,4,0,1764,0.11202691611110206,0.02563047784167298,0.2333776206807891,0.44149347702271824,0.04936757999412173,0.03812720204215531,0.09997672630744064,Other_Faults,Other_Faults
0,4,0,1508,0.14317099022748156,0.0365699354377054,0.12911823971642528,0.4752142056443974,0.09877671934917016,0.03249412117161891,0.08465578845320137,Other_Faults,Other_Faults
0,4,0,1544,0.18149329180458454,0.03213614166409979,0.21258062586139048,0.4031807754838911,0.06269951585344864,0.044447463942299814,0.06346218539028563,Other_Faults,Other_Faults
0,4,0,1403,0.2308223923159952,0.02911097817488984,0.08932071030467151,0.44597050993598325,0.09364901849941343,0.04783563887650961,0.06329075189253723,Other_Faults,Other_Faults
0,4,0,1330,0.20734430811389473,0.030370786237405363,0.16752567581774516,0.4058981547009688,0.05946894020630648,0.055723888328019264,0.07366824659566017,Other_Faults,Other_Faults
0,4,0,1836,0.13688368353152475,0.028131651172306572,0.18833878391473746,0.505312539978614,0.04707129761858483,0.04928651084826052,0.044975532935971875,Other_Faults,Other_Faults
0,4,0,1539,0.21134333720354573,0.02788332090705903,0.12052968608121259,0.45320072846390663,0.05777215768212893,0.05918466391241256,0.07008610574973446,Other_Faults,Other_Faults
0,4,0,1835,0.16763179734690936,0.03142572521194564,0.10445101503904808,0.48305376154947166,0.06504467827555058,0.06640007394797778,0.0819929486290969,Other_Faults,Other_Faults
0,4,0,1572,0.3006427554226166,0.029250723544792925,0.04838592204495267,0.36466312810222684,0.12065900883063148,0.033245522776350005,0.10315293927842939,Other_Faults,Other_Faults
0,4,0,1790,0.3388062365043525,0.03050233795678215,0.08294758102544471,0.32706456783517107,0.060745607396417836,0.04492447968227528,0.11500918959955651,Bumps,Other_Faults
0,4,0,1581,0.1758959641934219,0.03168548984363743,0.1040088322839581,0.32914635735582826,0.14591241021508386,0.016638872030744618,0.19671207407732572,Other_Faults,Other_Faults
0,4,0,1898,0.27475413366140433,0.02404181252364002,0.05990764249243868,0.46777488018510893,0.05632841788688403,0.050718794528954066,0.06647431872156984,Other_Faults,Other_Faults
0,4,0,1780,0.1326563398902903,0.028852011364470194,0.2615414015509126,0.4128114155405049,0.05069766281323092,0.04201755318022223,0.07142361566036896,Other_Faults,Other_Faults
0,4,0,1690,0.08452266351309363,0.03067359873761311,0.32890228264710336,0.33715854390281635,0.0995133371448787,0.01877514534204522,0.10045442871244972,Other_Faults,Other_Faults
0,4,0,1475,0.3691466411137468,0.036029058848543745,0.13123039085706528,0.2811772864910786,0.08613081324649757,0.04733254144742658,0.04895326799564156,Bumps,Other_Faults
0,4,0,1823,0.26149813075509787,0.019909438893769487,0.04933072716678103,0.41292265651809107,0.06745325131075582,0.031445805617097526,0.157439989738407,Other_Faults,Other_Faults
0,4,0,1922,0.16679662491560515,0.027446974997230162,0.27023790417931015,0.31732698821864946,0.05753856368148739,0.042155643265183215,0.1184973007425343,Other_Faults,Other_Faults
0,4,0,1713,0.2639564824666093,0.026713564116534066,0.07194038413364418,0.4336795115024449,0.09138391573385844,0.03984738543490945,0.07247875661199975,Other_Faults,Other_Faults
0,4,0,1552,0.201251803184269,0.02978934780777681,0.14927049841839118,0.36081750174107924,0.07793187245201934,0.060020196781862795,0.12091877961460153,Other_Faults,Other_Faults
0,4,0,1276,0.07715393602133035,0.02065312278878691,0.5650009259015607,0.20368883168509141,0.04393706460021564,0.021453586152513793,0.06811253285050127,K_Scratch,Other_Faults
0,4,0,1419,0.28788999504647367,0.030932922156919927,0.07394613447284719,0.3471085292591846,0.09761139992895145,0.03367376077195054,0.12883725836367274,Other_Faults,Other_Faults
0,4,0,1662,0.2120289929726377,0.042300192538025416,0.08587928992414,0.3931725683891022,0.13349910120116337,0.0492455791051142,0.08387427586981717,Other_Faults,Other_Faults
0,4,0,1827,0.18594450610414098,0.030685349643767477,0.08534069733336169,0.5181104597603766,0.05570361125742313,0.08930031407978264,0.034915061821147515,Other_Faults,Other_Faults
0,4,0,1469,0.3104820233628052,0.027917053537216335,0.06816671649735093,0.3969422597187878,0.07913068823450886,0.06542444993393927,0.051936808715391546,Other_Faults,Other_Faults
0,4,0,1744,0.22245714359288224,0.030739633887048198,0.14434444882370207,0.4335469572453783,0.06509023181658573,0.050276480647994504,0.05354510398640902,Other_Faults,Other_Faults
0,4,0,1489,0.1651106168620647,0.03127152556707798,0.04402234901077611,0.5637416694327957,0.11557860093376697,0.02786751057886813,0.052407727614650304,Other_Faults,Other_Faults
0,4,0,1918,0.17174122361431512,0.028145817854745098,0.2675984655128921,0.3416184072078109,0.056636832848580454,0.04917402224310866,0.08508523071854775,Other_Faults,Other_Faults
0,4,0,1900,0.2870703894456943,0.024058836466393896,0.04837708637507112,0.4688202932103754,0.054827257612072966,0.048629683538017575,0.06821645335237476,Other_Faults,Other_Faults
0,4,0,1670,0.2698283908283514,0.026512547043467876,0.0865195324330262,0.4399879264736054,0.0597621101900427,0.03174909688226475,0.08564039614924181,Other_Faults,Other_Faults
0,4,0,1579,0.17515606784736074,0.03154571505338164,0.10345141221889805,0.33206620880826854,0.14382817065343406,0.016810730939979545,0.19714169447867735,Other_Faults,Other_Faults
0,4,0,1269,0.13642996160343887,0.04071917123852816,0.14438409920856574,0.3945373270847729,0.13354838780379955,0.03277288583380204,0.1176081672270925,Other_Faults,Other_Faults
0,4,0,1525,0.12652020862972005,0.03190110513778313,0.18555847002437442,0.35904652896432065,0.11836391481595494,0.0318160500582488,0.14679372236959806,Other_Faults,Other_Faults
0,4,0,1358,0.12836613882747552,0.024886191762397546,0.36185250021589754,0.30308143536017507,0.05364256210651517,0.06343202524608897,0.06473914648145021,K_Scratch,Other_Faults
0,4,0,1433,0.4404386335364932,0.026416080761018246,0.05011708002818141,0.29572149107602763,0.08407826147042653,0.03612133605789492,0.06710711706995805,Bumps,Other_Faults
0,4,0,1560,0.35912391543955186,0.023619361005259153,0.028588342737339588,0.36928245867558507,0.08389730145362162,0.04623717750709229,0.08925144318155057,Other_Faults,Other_Faults
0,4,0,1847,0.13615830989869393,0.03903711937805858,0.1363729447801883,0.44021417259740464,0.1006510043322187,0.043780030759961536,0.10378641825347423,Other_Faults,Other_Faults
0,4,0,1723,0.18021802252791422,0.027149876495648467,0.1818864885116972,0.3652243220910669,0.0670806614600284,0.048595185845556735,0.12984544306808787,Other_Faults,Other_Faults
0,4,0,1926,0.16801802965502627,0.03589098543191095,0.06096553143656424,0.515150745356968,0.09047617861382827,0.04585227796724512,0.08364625153845709,Other_Faults,Other_Faults
0,4,0,1933,0.10314765420859677,0.027051668564456417,0.3157742071469742,0.3917348124012079,0.04093584190850446,0.042043320007435526,0.07931249576282486,Other_Faults,Other_Faults
0,4,0,1426,0.3554706669508076,0.026002939838376562,0.0684927168372921,0.31600462498467347,0.06639032229417534,0.046871301793494705,0.12076742730118015,Bumps,Other_Faults
0,4,0,1875,0.28966824276936215,0.025682039109126597,0.08517447477108367,0.4395795575619219,0.050082908969441925,0.04735479123494895,0.062457985584114695,Other_Faults,Other_Faults
0,4,0,1568,0.28640588172049974,0.030263617028014264,0.04689971808573437,0.41972452990930237,0.09357877897633496,0.029918560883491978,0.09320891339662228,Other_Faults,Other_Faults
0,4,0,1631,0.3614927094193052,0.024727910690938205,0.03440380905169162,0.3735688974764897,0.08497115732313143,0.03645107517918446,0.08438444085925934,Other_Faults,Other_Faults
0,4,0,1488,0.1859414452232848,0.02819826868308878,0.05346377426924933,0.5591103404017135,0.09552782176352458,0.0312852819145206,0.046473067744618284,Other_Faults,Other_Faults
0,4,0,1548,0.19089888228971402,0.032228834744009345,0.13312835480753335,0.3739507009499072,0.08695944238439193,0.055426554541226414,0.1274072302832178,Other_Faults,Other_Faults
0,4,0,1894,0.31200258581962753,0.026660402671618722,0.06795360037682274,0.418006668040929,0.06047997363035465,0.03828373357553408,0.07661303588511331,Other_Faults,Other_Faults
0,4,0,1474,0.383520182332172,0.03740748257062255,0.110035089023817,0.27118201879492315,0.09868350357501814,0.04449250210977122,0.054679221593675775,Bumps,Other_Faults
0,4,0,1672,0.27422250902853185,0.02747250162686675,0.060297958381381335,0.4107193220154451,0.08185026938727274,0.024484565546140508,0.12095287401436162,Other_Faults,Other_Faults
0,4,0,1289,0.07562579096772763,0.03438931541965835,0.4273097581419706,0.21020855435700167,0.12572319817506292,0.01679847835983333,0.10994490457874552,K_Scratch,Other_Faults
0,4,0,1655,0.17314515496767327,0.040558936680213806,0.051252577396727714,0.4782604166300877,0.1333877187335738,0.04317616328953188,0.08021903230219175,Other_Faults,Other_Faults
0,4,0,1909,0.16318981764725782,0.031704659582564416,0.1913477438341697,0.3802518830831612,0.06658702961029381,0.047632638208265486,0.11928622803428753,Other_Faults,Other_Faults
0,4,0,1693,0.09745027740924665,0.036261692696089344,0.14353990056326282,0.3649959019474159,0.1790727540246973,0.01791529362416363,0.16076417973512427,Other_Faults,Other_Faults
0,4,0,1482,0.13384526792506313,0.030185347374884337,0.05441686791085515,0.5225938667676953,0.13390266851438587,0.023337408635582965,0.1017185728715334,Other_Faults,Other_Faults
0,4,0,1493,0.16418821681337337,0.03186715735196104,0.04963603704721796,0.5674455797834883,0.10901827859225965,0.029066768971976575,0.048777961439723266,Other_Faults,Other_Faults
0,4,0,1728,0.23809788923854952,0.028610664600252276,0.14037810544240129,0.39045367088903654,0.07494683718307973,0.057178799301875444,0.07033403334480524,Other_Faults,Other_Faults
0,4,0,851,0.14467957845500054,0.04791586187375511,0.1339748663729238,0.4011523581815394,0.14728901063281097,0.02781677677250592,0.09717154771146422,Other_Faults,Dirtiness
0,4,0,811,0.17292182278306822,0.03624900890612977,0.0998932884009305,0.4412881413685971,0.12594332332393335,0.03551958799892166,0.0881848272184195,Other_Faults,Dirtiness
0,4,0,843,0.1535259413571334,0.04814432556326,0.13144651971574103,0.3875827043986863,0.15770564332660458,0.02797782877366122,0.09361703686491349,Other_Faults,Dirtiness
0,4,0,845,0.147043324231777,0.04680128456248074,0.11236091791576096,0.42508422288243913,0.13570493308749895,0.030268145294956975,0.10273717202508623,Other_Faults,Dirtiness
0,4,0,844,0.1437486366277616,0.047132648783961444,0.1408092556376398,0.41537080143746813,0.13102169228898441,0.030110802654738207,0.0918061625694463,Other_Faults,Dirtiness
0,4,0,713,0.12635169005252092,0.025010085600552893,0.5017533684354041,0.2062402084363537,0.05441311306447889,0.02394079877630061,0.06229073563438882,K_Scratch,K_Scratch
0,4,0,521,0.09356526020881288,0.020976536773657562,0.537318365636666,0.20962414776937416,0.04928203869736884,0.023381308090626034,0.0658523428234945,K_Scratch,K_Scratch
0,4,0,687,0.0759844683476628,0.020800393441398134,0.5723369409735555,0.1993466831001019,0.043653016854759995,0.02072533769892079,0.06715315958360098,K_Scratch,K_Scratch
0,4,0,511,0.07225603867052642,0.01936920884355871,0.6248922574860999,0.16131947433171842,0.037070196374365615,0.017439440175281776,0.06765338411844916,K_Scratch,K_Scratch
0,4,0,372,0.2549697492068821,0.03317648953278234,0.10751282442220257,0.40274895483497597,0.07370039377003483,0.07554116416695357,0.05235042406616865,Other_Faults,K_Scratch
0,4,0,487,0.06581091413591672,0.020297849816565343,0.6405024589661749,0.1453843820750891,0.04669894704445365,0.014445727722213262,0.06685972023958692,K_Scratch,K_Scratch
0,4,0,604,0.07558599668245393,0.019572542102843864,0.5764724510215157,0.19850655056680594,0.04271931008428499,0.021968264461819854,0.06517488508027564,K_Scratch,K_Scratch
0,4,0,432,0.06165372686101445,0.018509459510393907,0.6761951251016948,0.12787864775868565,0.041340928355320765,0.01410054973908927,0.06032156267380119,K_Scratch,K_Scratch
0,4,0,478,0.06874341296577843,0.020109693937866834,0.6314191235177827,0.15034366536122312,0.0456339033014511,0.015015778498348462,0.06873442241754935,K_Scratch,K_Scratch
0,4,0,524,0.10092613755266783,0.02825658162716496,0.4157246579095342,0.2765819965449083,0.057556357298929696,0.02319518625564098,0.09775908281115413,K_Scratch,K_Scratch
0,4,0,672,0.07842983196264283,0.020716006511906363,0.5625508915461441,0.20535268837923099,0.04370790097148956,0.021885922486733524,0.06735675814185252,K_Scratch,K_Scratch
0,4,0,399,0.043265802443439014,0.015780757176377905,0.7486113404637943,0.09899908030989829,0.029732445426930543,0.013693969389403798,0.049916604790156194,K_Scratch,K_Scratch
0,4,0,361,0.24045086899866033,0.03484330515685392,0.11334838073831062,0.41106990556797496,0.07191736306054675,0.08246658124510223,0.04590359523255107,Other_Faults,K_Scratch
0,4,0,444,0.06678834676608977,0.01809597650241052,0.6543266891483666,0.1436043530066569,0.036090900998809995,0.01691385553317447,0.06417987804449184,K_Scratch,K_Scratch
0,4,0,452,0.11253484821340813,0.03394595023683768,0.2884989126966989,0.33378089133055155,0.08457208028606582,0.029169633077869222,0.11749768415856858,Other_Faults,K_Scratch
0,4,0,620,0.07199765010801527,0.01998115389992978,0.5783061859418863,0.19782622899000354,0.042266346720580175,0.020646387164197817,0.06897604717538702,K_Scratch,K_Scratch
0,4,0,390,0.32202628964401003,0.026306975913652123,0.06412296533151099,0.3530801063484493,0.12123633102224696,0.022130107711699105,0.09109722402843162,Other_Faults,K_Scratch
0,4,0,378,0.24725696518939394,0.03308230818991461,0.10150336000304062,0.41797141796898357,0.06914533037002281,0.07607080145701141,0.05496981682163302,Other_Faults,K_Scratch
0,4,0,714,0.12519889790226468,0.024892838201728187,0.5049539184305172,0.20374271698033983,0.05443286080724937,0.023365988605847036,0.06341277907205359,K_Scratch,K_Scratch
0,4,0,407,0.03636341840297137,0.015579243769190586,0.7321603008150542,0.13149296656066428,0.02546554529239113,0.014441756198367087,0.044496768961361476,K_Scratch,K_Scratch
0,4,0,479,0.06838121102655591,0.020992041347114618,0.6201852887915091,0.15511026554571147,0.049367609572209994,0.015015057240625861,0.07094852647627296,K_Scratch,K_Scratch
0,4,0,365,0.22972056973158317,0.02957546243403229,0.24254116381408491,0.3171572287881248,0.08509096194763757,0.047817060388731805,0.04809755289580539,Other_Faults,K_Scratch
0,4,0,678,0.07484705789887088,0.02026377056268482,0.5848656130144982,0.18901740469464443,0.0432066022159167,0.019849527998252514,0.06795002361513229,K_Scratch,K_Scratch
0,4,0,656,0.07265664308047624,0.02011996334370295,0.5783691724179674,0.19862569361445573,0.04265911802186145,0.020614588832130264,0.06695482068940597,K_Scratch,K_Scratch
0,4,0,492,0.07725721838756486,0.020806257403234784,0.6034916202209519,0.16284518742388576,0.04752459307059934,0.016123054437994094,0.07195206905576917,K_Scratch,K_Scratch
0,4,0,596,0.07751886153149239,0.01961870987701832,0.5707520552121075,0.19807068419244514,0.043832576587392875,0.021970232918074203,0.06823687968146971,K_Scratch,K_Scratch
0,4,0,627,0.07352310663748583,0.01998447753287008,0.5766898170182311,0.1944001534106502,0.041926533907263086,0.020334067992322603,0.07314184350117706,K_Scratch,K_Scratch
0,4,0,475,0.07322115816617769,0.02055960553921934,0.6163150239564148,0.15356871461288546,0.04953383565179449,0.015331108680068359,0.07147055339343998,K_Scratch,K_Scratch
0,4,0,494,0.06878448870820011,0.020341723160743126,0.6326745257471822,0.14983047173033281,0.04511038177800789,0.014871265006761997,0.06838714386877197,K_Scratch,K_Scratch
0,4,0,659,0.07588621615743105,0.020253886335280046,0.5730019690410004,0.19806710579102169,0.04307930839520971,0.020981587954777555,0.06872992632527967,K_Scratch,K_Scratch
0,4,0,691,0.08051419662974287,0.020556531534145855,0.5653562619947514,0.19837288095466857,0.04380338020007773,0.020976010714387566,0.07042073797222609,K_Scratch,K_Scratch
0,4,0,472,0.07066613311164571,0.0202778214157678,0.6400757975611361,0.14058706680989952,0.048673574961216694,0.015085798909578247,0.06463380723075603,K_Scratch,K_Scratch
0,4,0,412,0.054941151961656436,0.0167098380774204,0.7176772068269907,0.10995168907466679,0.03412823450984422,0.01492594325666638,0.05166593629275519,K_Scratch,K_Scratch
0,4,0,584,0.07803927263087704,0.01940981552511296,0.5582994453520529,0.20845974833565825,0.04361997508827839,0.023375110766905495,0.06879663230111506,K_Scratch,K_Scratch
0,4,0,641,0.08217082801167536,0.019829276791786137,0.5728212124843927,0.19117509625435167,0.04507083682011642,0.021865005657481267,0.06706774398019655,K_Scratch,K_Scratch
0,4,0,628,0.07625437187191415,0.020049766173219248,0.5728155841285335,0.19689524887190576,0.04409699939894662,0.021273961635788964,0.06861406791969185,K_Scratch,K_Scratch
0,4,0,608,0.07727666433977674,0.01997560488813843,0.5673815063259857,0.20015589691247704,0.04434485683278464,0.02189192486286295,0.0689735458379743,K_Scratch,K_Scratch
0,4,0,424,0.05793286656224159,0.017182320995129098,0.6975470079882383,0.12142240800566213,0.03474297724792606,0.015453922531842888,0.05571849666895983,K_Scratch,K_Scratch
0,4,0,613,0.07655385865725736,0.019920083696036022,0.5682305968160214,0.20164183989658088,0.04358416060067214,0.021906750445973726,0.06816270988745855,K_Scratch,K_Scratch
0,4,0,48,0.3620509242177686,0.022486744281125192,0.04220272193759977,0.36489232682906325,0.07970571946777526,0.0365022514674921,0.09215931179917591,Other_Faults,Pastry
0,4,0,75,0.32456171679417933,0.021475906820372346,0.042511699533020926,0.39349002104327757,0.06603364295984643,0.04518074905621788,0.10674626379308538,Other_Faults,Pastry
0,4,0,113,0.20058792913091184,0.03784552156132794,0.0630224833721594,0.4479432043995617,0.1582834502044442,0.03348957118491747,0.05882784014667737,Other_Faults,Pastry
0,4,0,157,0.2260518411166524,0.03332630840958639,0.09908423660390077,0.32606277429926905,0.09923342175688252,0.0365752226575432,0.17966619515616566,Other_Faults,Pastry
0,4,0,34,0.22255977955135903,0.03668084274143068,0.16613276437688013,0.3141602203050315,0.1588075210115919,0.027251563170485833,0.07440730884322078,Other_Faults,Pastry
0,4,0,133,0.22442758032802995,0.03480526072075486,0.08133102154744859,0.4351408793933181,0.13917319444679385,0.031883541119890245,0.05323852244376446,Other_Faults,Pastry
0,4,0,0,0.2101094917563271,0.03057227826521883,0.06879342793352466,0.34892058890929084,0.13920404583459284,0.023341345281603955,0.17905882201944187,Other_Faults,Pastry
0,4,0,76,0.23665726977687257,0.032304842383290386,0.05385607981013318,0.4034105025856852,0.12543754878404398,0.027095852552556064,0.1212379041074186,Other_Faults,Pastry
0,4,0,136,0.1980105061666262,0.042639960445607895,0.07038328923761389,0.40673125667790466,0.14426811504336573,0.047869334827224545,0.09009753760165722,Other_Faults,Pastry
0,4,0,82,0.25382502296597437,0.029190303408745476,0.08893481570505606,0.4028570922701582,0.0798710184136368,0.06454714132867309,0.08077460590775613,Other_Faults,Pastry
0,4,0,22,0.16323678179424145,0.02911826371086247,0.09027961871722669,0.49132951703580785,0.10420518644094535,0.041608325975191984,0.08022230632572419,Other_Faults,Pastry
0,4,0,155,0.19651287570950934,0.03404613722484007,0.08245851323807725,0.35977199698729434,0.091327473352434,0.036099608405789976,0.1997833950820551,Other_Faults,Pastry
0,4,0,38,0.12665501166428986,0.03788976048947987,0.14647297974916504,0.34500653943404525,0.12821314083614715,0.030095872561690416,0.18566669526518254,Other_Faults,Pastry
0,4,0,140,0.18576623456988292,0.040961648674290266,0.13189307214930876,0.28626023100101095,0.15642339270112965,0.016414317406853646,0.18228110349752386,Other_Faults,Pastry
0,4,0,120,0.16459175094049017,0.041553330935930596,0.09354083977151094,0.4374000406581812,0.17796609072751737,0.023831136148445016,0.06111681081792469,Other_Faults,Pastry
0,4,0,28,0.1517570630767211,0.04716326428830069,0.23656390721196077,0.2908108476437527,0.17952504527935434,0.021789878737737998,0.0723899937621724,Other_Faults,Pastry
0,4,0,211,0.1727215301433912,0.033279976905234716,0.17186173615782968,0.31647215899920905,0.09673276726225044,0.02291639473957761,0.18601543579250737,Other_Faults,Z_Scratch
0,4,0,235,0.1955287036052973,0.034951684902189875,0.07698604055286956,0.3614670028180249,0.0975874662765391,0.03355085211041133,0.19992824973466802,Other_Faults,Z_Scratch
0,4,0,304,0.23953975949359213,0.024155493625833354,0.1341616971194566,0.3305262800471395,0.05299691411863691,0.04146129368418768,0.1771585619111537,Other_Faults,Z_Scratch
0,4,0,268,0.2229917743282029,0.030124630011308284,0.06491060850982877,0.36236395607882094,0.07535107189802562,0.036737943374721506,0.2075200157990919,Other_Faults,Z_Scratch
0,4,0,313,0.2938963955525553,0.023324958166086405,0.06480607739858511,0.27532892107057455,0.08070378734950467,0.03252339016924458,0.22941647029344944,Bumps,Z_Scratch
0,4,0,161,0.16785297215067474,0.03270441527045144,0.1082634658863539,0.3176041589289881,0.11659273641464095,0.023080101979136666,0.23390214936975423,Other_Faults,Z_Scratch
0,4,0,239,0.25093832937879834,0.03170884304842864,0.12026333526008236,0.34343790522408196,0.07677873446439741,0.03151349364788259,0.14535935897632865,Other_Faults,Z_Scratch
0,4,0,230,0.2531610637347679,0.02741629239719142,0.06607796168142722,0.3558180737186798,0.06906634207350991,0.04066266045438663,0.1877976059400372,Other_Faults,Z_Scratch
0,4,0,252,0.16436514240852362,0.03221463404258772,0.12948622329179038,0.31794741426132966,0.10102537811144836,0.020945734456151707,0.23401547342816864,Other_Faults,Z_Scratch
0,4,0,332,0.10108428149955664,0.02579225206089218,0.36509574757315705,0.3373327517815838,0.045855843590503965,0.036880871218854444,0.08795825227545187,K_Scratch,Z_Scratch
0,4,0,257,0.2040163606340931,0.03163965003613882,0.08515112496235074,0.3317130901945944,0.09677005522454406,0.029674497911804883,0.2210352210364741,Other_Faults,Z_Scratch
0,4,0,316,0.1875578381544926,0.02890976324028901,0.15225490413506904,0.311235629689657,0.07920758294702931,0.021914560466236785,0.21891972136722623,Other_Faults,Z_Scratch
0,4,0,306,0.22171117207946206,0.030672346746758505,0.07778092289242691,0.3250925659563916,0.09064089009448992,0.031763477348472055,0.222338624881999,Other_Faults,Z_Scratch
0,4,0,302,0.28352823505768976,0.02577577180293544,0.09759308436142784,0.3186606393386555,0.05852488139146933,0.04373115195231197,0.17218623609551018,Other_Faults,Z_Scratch
0,4,0,200,0.21025842280191157,0.03184349928061151,0.06180432891149871,0.35647108723158866,0.09440175048247423,0.03515437586048134,0.2100665354314339,Other_Faults,Z_Scratch
0,4,0,273,0.21915709950824783,0.02651475963391711,0.16206500827110715,0.35070806127012055,0.0463477113643972,0.032108931867919153,0.1630984280842911,Other_Faults,Z_Scratch
0,4,0,183,0.15192065800462198,0.03362438022853201,0.13055905596700093,0.3454609374351082,0.09505526977993714,0.022419661467534588,0.22096003711726514,Other_Faults,Z_Scratch
0,4,0,267,0.2771076734509448,0.024654782780835317,0.10353025743972856,0.34088641518257107,0.05130939812998048,0.04941595735611242,0.15309551565982726,Other_Faults,Z_Scratch
0,4,0,266,0.22560199160002717,0.03164328219537208,0.10154210034880227,0.3405835090715803,0.08478769332925858,0.03068599678584322,0.1851554266691163,Other_Faults,Z_Scratch
0,4,0,750,0.20390420599800163,0.03058361254429747,0.09232294168410629,0.4678056916709599,0.060382732411176844,0.07888414284059754,0.06611667285086037,Other_Faults,Stains
0,4,0,803,0.254550877844633,0.030131917312243347,0.09074408635383985,0.41668255733123716,0.06558971486776977,0.07634959068925813,0.06595125560101875,Other_Faults,Stains
0,4,0,781,0.2500085647097403,0.030463205414040906,0.08391746444968265,0.42372037029431275,0.056855965614127764,0.07550713864934602,0.0795272908687496,Other_Faults,Stains
0,4,0,757,0.274055263515747,0.029941735294930025,0.07415191044471862,0.403642910585293,0.0652246384275246,0.08904108980135056,0.06394245193043617,Other_Faults,Stains
0,4,0,748,0.26672536543748704,0.028873876478088954,0.07140912512379506,0.41983571093505706,0.06539856920207998,0.07696788309812169,0.07078946972537029,Other_Faults,Stains
0,4,0,744,0.22777800772947843,0.030096981107003193,0.10283663364763156,0.42711875513283437,0.05762288608818338,0.08216886146784186,0.07237787482702725,Other_Faults,Stains
0,4,0,802,0.2615052741939917,0.030092905858358256,0.08625494713879188,0.409843992152212,0.07110893009530356,0.08052096395701092,0.060672986604331666,Other_Faults,Stains
0,5,0,1241,0.24294637303677147,0.03788771727097299,0.17865631787539155,0.3291143184927791,0.10535573649548324,0.034436168946163304,0.07160336788243817,Other_Faults,Bumps
0,5,0,1119,0.19320528572625753,0.03365202033090475,0.11585168495239616,0.3942441906796985,0.11044332288932168,0.04470419703252481,0.10789929838889649,Other_Faults,Bumps
0,5,0,1248,0.3239649537320177,0.03293141009412129,0.12209871979034602,0.3340137050112764,0.0743416618580556,0.05619427905321594,0.056455270460967016,Other_Faults,Bumps
0,5,0,1174,0.36565988822450957,0.022221515101191438,0.057071131284731964,0.36283220672592814,0.07165241435878884,0.0433997414008405,0.07716310290400961,Bumps,Bumps
0,5,0,956,0.333828729883492,0.02900481483470831,0.04550819642150818,0.3602108558438058,0.12077417206686504,0.02493360605312647,0.08573962489649428,Other_Faults,Bumps
0,5,0,919,0.3041867797022184,0.027856768813247362,0.05161454601643146,0.3797758610240472,0.09412569502105911,0.033247521731936826,0.10919282769105972,Other_Faults,Bumps
0,5,0,1150,0.332918577456303,0.024189973911221463,0.05603590678887206,0.402514191454455,0.06814035682802326,0.040009045581118334,0.07619194798000695,Other_Faults,Bumps
0,5,0,1139,0.29794445920684937,0.023817640528044817,0.06359659655746243,0.36186780847919026,0.09570798822777407,0.032328942134751404,0.1247365648659276,Other_Faults,Bumps
0,5,0,1133,0.2028277192477736,0.034894942689909184,0.17494639284739885,0.361615701961501,0.09948355549918919,0.04150101855243907,0.08473066920178912,Other_Faults,Bumps
0,5,0,1141,0.28500477381651357,0.020589478443400974,0.10113652430609424,0.355519445432629,0.06472334201859503,0.041037769226160904,0.13198866675660623,Other_Faults,Bumps
0,5,0,923,0.31541718420732123,0.024969836360989667,0.07148299836912593,0.34252492232399734,0.09101709266758172,0.03625605180242375,0.11833191426856038,Other_Faults,Bumps
0,5,0,1024,0.29802378941222846,0.028903142167769208,0.046674305339389044,0.35266891509494663,0.10506425587903535,0.033095712461612435,0.13556987964501893,Other_Faults,Bumps
0,5,0,933,0.3834304873971653,0.022465214119479764,0.054323058359476664,0.34484238967056474,0.0722288266511455,0.04216769474633185,0.08054232905583625,Bumps,Bumps
0,5,0,1124,0.2721884340562033,0.03412562289139796,0.11189089893952071,0.3595934393780233,0.10180029374171756,0.05289523263543561,0.06750607835770166,Other_Faults,Bumps
0,5,0,1114,0.14892136190744096,0.029113998245869948,0.18287890538391005,0.41945880521905354,0.061530464366933456,0.05452993530752173,0.10356652956927029,Other_Faults,Bumps
0,5,0,1088,0.16796391804688923,0.04369286765514515,0.12877814290797893,0.4034485655988463,0.11694357631702373,0.042010159947087164,0.09716276952702946,Other_Faults,Bumps
0,5,0,1144,0.3639207117084358,0.022190073032227812,0.045271659366101114,0.36962221209780105,0.08270591016287782,0.0393120639876513,0.07697736964490508,Other_Faults,Bumps
0,5,0,1027,0.3768842363690375,0.024194808616509987,0.0526430538984764,0.33583016237260266,0.07305614829669817,0.0404149758334523,0.09697661461322292,Bumps,Bumps
0,5,0,1160,0.24883984938736878,0.02139936965092579,0.14735532463638254,0.3540068287214987,0.06149890191527232,0.03385693212721242,0.13304279356133938,Other_Faults,Bumps
0,5,0,875,0.22585408145596325,0.04017664250369791,0.10172335659660275,0.3795729930413252,0.15051528401026482,0.03387223925397957,0.0682854031381664,Other_Faults,Bumps
0,5,0,868,0.3247582349288579,0.027367904515208197,0.029999537849208543,0.39291937760900075,0.08529941491370366,0.03910677726993223,0.10054875291408864,Other_Faults,Bumps
0,5,0,1047,0.3233036308597856,0.027240489884381713,0.04908103124829422,0.36899218479014817,0.08694132288744362,0.03488248856526567,0.109558851764681,Other_Faults,Bumps
0,5,0,1073,0.36490032054566285,0.027957194701207184,0.050387806657849685,0.3210609227435392,0.08477252130407,0.04152326946495905,0.10939796458271199,Bumps,Bumps
0,5,0,1021,0.29672412738460785,0.030175693780675635,0.027401452850320203,0.38138981517272813,0.13042754448812452,0.025780656702204,0.10810070962133969,Other_Faults,Bumps
0,5,0,1186,0.35843847091780656,0.026341223805962908,0.06886303231147174,0.3377667530402601,0.10919791662967195,0.024787074703821476,0.07460552859100526,Bumps,Bumps
0,5,0,927,0.2611754685994875,0.023839727392538396,0.15797007652923678,0.2878988353198657,0.09550985361516677,0.023579379382128816,0.15002665916157618,Other_Faults,Bumps
0,5,0,1163,0.33733013097751907,0.023256578261778113,0.062296934504226326,0.38321108622507244,0.07513553649323594,0.04390762207297765,0.07486211146519028,Other_Faults,Bumps
0,5,0,1025,0.40408351630050215,0.024221201831915073,0.042554186815071234,0.33313946681886886,0.07549371073225884,0.038408444574081844,0.08209947292730196,Bumps,Bumps
0,5,0,1175,0.37202970688015186,0.02334041983388701,0.05192042258353911,0.3542276054608553,0.0789833844846865,0.039679842643867654,0.07981861811301266,Bumps,Bumps
0,5,0,899,0.3251792326148683,0.021833314293974823,0.058211027656742076,0.36554333191339206,0.06326481459558361,0.047596585974026204,0.11837169295141294,Other_Faults,Bumps
0,5,0,1125,0.24041034762726682,0.031461725067457626,0.0913497083244978,0.45109643050652903,0.09016147767986908,0.04071488868087101,0.05480542211350859,Other_Faults,Bumps
0,5,0,1101,0.1804554656992554,0.02913556125778833,0.08389688302416638,0.4335005062665599,0.10044731163241234,0.046222640982608296,0.12634163113720934,Other_Faults,Bumps
0,5,0,881,0.3178204362764691,0.026440890753749197,0.04993997671612079,0.38880865254329233,0.09819033986639564,0.03277349777679439,0.08602620606717844,Other_Faults,Bumps
0,5,0,1099,0.20424777578524878,0.03184848443137033,0.1977776056606386,0.36626972458413787,0.05793083361721101,0.0414833612613982,0.10044221465999523,Other_Faults,Bumps
0,5,0,1183,0.37049944776822386,0.023268968114105865,0.058696083504966495,0.3463498574924694,0.0997002692765151,0.029561148234550177,0.07192422560916911,Bumps,Bumps
0,5,0,1222,0.2416395263140112,0.02570681130376858,0.1559936884746705,0.3530753718011726,0.050545101248439556,0.035461303031432856,0.13757819782650457,Other_Faults,Bumps
0,5,0,1038,0.34330789533336675,0.02394853312948007,0.060941586873765996,0.38730165303773256,0.07390042769987715,0.043879175771271844,0.0667207281545055,Other_Faults,Bumps
0,5,0,911,0.30469732922698317,0.03416502242305663,0.040972555111591646,0.37365165951008983,0.12538500367229932,0.02821577078347883,0.09291265927250068,Other_Faults,Bumps
0,5,0,1251,0.35020384700097384,0.03299302778422221,0.20155106224407843,0.2575830827663204,0.07965894207491421,0.03480465524662217,0.043205382882868716,Bumps,Bumps
0,5,0,1238,0.23991400970521234,0.03372969269353843,0.09565209326437334,0.4029694915028171,0.0903952766854576,0.05799648192543921,0.07934295422316186,Other_Faults,Bumps
0,5,0,1567,0.15938388115768687,0.03312504294144338,0.10461979913947674,0.3684694166497704,0.11049564297325518,0.02118319816040726,0.2027230189779601,Other_Faults,Other_Faults
0,5,0,1648,0.22185334659783126,0.030767109808562582,0.05746652721701449,0.4360675641512199,0.09470889583500282,0.057058206374923766,0.10207835001544517,Other_Faults,Other_Faults
0,5,0,1300,0.1359191281172651,0.03245705919482676,0.09369705336778038,0.4719688074936781,0.13622132792708141,0.030038230615481852,0.09969839328388641,Other_Faults,Other_Faults
0,5,0,1840,0.10443461742002492,0.03317425874114639,0.221700334431457,0.40957318978947976,0.07371701194160432,0.03800264523616624,0.1193979424401214,Other_Faults,Other_Faults
0,5,0,1687,0.1428934183475221,0.025729132423988194,0.14163726166944365,0.4803568771479951,0.05642662434462556,0.05598087134663364,0.0969758147197918,Other_Faults,Other_Faults
0,5,0,1441,0.36603684821690186,0.026301542900924072,0.03349730315446996,0.3693159544409501,0.09111973729267843,0.03797351130543592,0.07575510268863941,Other_Faults,Other_Faults
0,5,0,1502,0.13739232263393109,0.031838811523061,0.10386182183306636,0.5214125127947344,0.13342432006111393,0.017174836641991438,0.05489537451210181,Other_Faults,Other_Faults
0,5,0,1861,0.38007416796930854,0.02230896952874605,0.035276350608146954,0.33483099380524345,0.1080103697219374,0.02822363735613206,0.0912755110104857,Bumps,Other_Faults
0,5,0,1306,0.13708108934690455,0.03312481725875324,0.08472201128449212,0.46994569620864823,0.14149494199330048,0.029897309278428326,0.10373413462947312,Other_Faults,Other_Faults
0,5,0,1622,0.2835511025051639,0.023372677446664714,0.0684329961503357,0.44484872454946073,0.06705875942928759,0.043503502175949095,0.06923223774313826,Other_Faults,Other_Faults
0,5,0,1404,0.26715357378229965,0.027953530950835154,0.13450207355951113,0.3669854911250559,0.07118900968332406,0.06192678971219735,0.0702895311867767,Other_Faults,Other_Faults
0,5,0,1826,0.18442118186302428,0.026564954626689164,0.07956087526790727,0.5227661618964516,0.06866394010572073,0.06366449823157516,0.054358388008631686,Other_Faults,Other_Faults
0,5,0,1911,0.12011431645793239,0.026743080042174194,0.2652642662342263,0.3880085096062034,0.04738927130491157,0.0510817944219027,0.10139876193264942,Other_Faults,Other_Faults
0,5,0,1527,0.26642699583991786,0.02953206504540968,0.051418054168183014,0.41114256615320993,0.14936291187491468,0.03978084242907451,0.052336564489290215,Other_Faults,Other_Faults
0,5,0,1829,0.13549497403885294,0.03413290524503167,0.12645759626073738,0.49193892069838135,0.07419204127435616,0.055360150023426154,0.08242341245921456,Other_Faults,Other_Faults
0,5,0,1378,0.22886448706256451,0.029308238370569013,0.16572808390381846,0.40542401000793915,0.050599774624322864,0.03462443757649157,0.08545096845429444,Other_Faults,Other_Faults
0,5,0,1808,0.24264759035622727,0.02477765330530307,0.11838282931306439,0.3404501541480699,0.06614394840033358,0.033920528821873394,0.17367729565512827,Other_Faults,Other_Faults
0,5,0,1436,0.3035102539580947,0.023907773619457888,0.05267067641105719,0.37467970211212004,0.09431912346071,0.033495358967312525,0.11741711147124763,Other_Faults,Other_Faults
0,5,0,1709,0.0720145297447205,0.035096611325143634,0.2382593906738502,0.4328043406302654,0.08769309468711238,0.020321472397859988,0.11381056054104792,Other_Faults,Other_Faults
0,5,0,1917,0.15961804252017275,0.02782341912496201,0.19212093678443593,0.3951985138052693,0.05267197127161818,0.06177792626240981,0.11078919023113211,Other_Faults,Other_Faults
0,5,0,1341,0.26109355670893064,0.036283289206146825,0.07723470658696269,0.3846164297485129,0.10476554716342654,0.05746334313176764,0.07854312745425283,Other_Faults,Other_Faults
0,5,0,1580,0.16614439026259722,0.031722653233617254,0.10518907738887627,0.32182402407870747,0.14524888833823918,0.015271584744501755,0.2145993819534608,Other_Faults,Other_Faults
0,5,0,1422,0.32578363055652454,0.024677532809029575,0.06449580998318524,0.36181170245915023,0.062209610841210634,0.052130029546378964,0.10889168380452072,Other_Faults,Other_Faults
0,5,0,1905,0.19895613310403515,0.028316690992231067,0.08879010659028566,0.4644662942760786,0.06230304744456114,0.07479767886419081,0.08237004872861758,Other_Faults,Other_Faults
0,5,0,1303,0.1701528519597902,0.027324745341648606,0.09606988863909499,0.46764566927604245,0.11439772473192812,0.036795361074719875,0.0876137589767757,Other_Faults,Other_Faults
0,5,0,1578,0.18089017536772772,0.03296820455855755,0.09214638282950649,0.32957824574959543,0.15295941809378488,0.01797918334494981,0.193478390055878,Other_Faults,Other_Faults
0,5,0,1664,0.2879340436480744,0.024847840728910654,0.04132250026784762,0.393789454378734,0.09970986957823155,0.029081888809941073,0.12331440258826055,Other_Faults,Other_Faults
0,5,0,1310,0.18407425118496987,0.03278834131922896,0.05724472618950084,0.31686908081067844,0.12777239946431554,0.028310575489633467,0.25294062554167285,Other_Faults,Other_Faults
0,5,0,1688,0.09909799436854315,0.034606564787837676,0.21672697472206356,0.3827648616991244,0.12206038132973399,0.021375139506958248,0.123368083585739,Other_Faults,Other_Faults
0,5,0,1491,0.13336185242708484,0.031151801481115224,0.08211668772323588,0.5148321902273999,0.1275436905264018,0.022808791983248262,0.08818498563151406,Other_Faults,Other_Faults
0,5,0,1280,0.3131908426867924,0.028463722923631526,0.030289470107123705,0.37097590289659454,0.1306096727406123,0.026513716018318662,0.0999566726269268,Other_Faults,Other_Faults
0,5,0,1504,0.07353320440266528,0.03764252510813804,0.20746176863864682,0.4588579699654415,0.10129356780548832,0.017667042550758825,0.10354392152886115,Other_Faults,Other_Faults
0,5,0,1718,0.2220030956049733,0.027778893335244158,0.15041288527978341,0.4087889463586823,0.06980939448525078,0.05856822690593477,0.06263855803013123,Other_Faults,Other_Faults
0,5,0,1322,0.1755903190983228,0.04339312230775173,0.1045587436543522,0.42823890409226223,0.11395728673817504,0.04407250837747469,0.09018911573166134,Other_Faults,Other_Faults
0,5,0,1324,0.1885709391240179,0.03757504107035303,0.12337997067684163,0.4294353475298672,0.08445575862695706,0.04719609704546811,0.08938684592649522,Other_Faults,Other_Faults
0,5,0,1305,0.14404206152549134,0.03156610622180759,0.07748698599746072,0.4815386455943109,0.128488999318524,0.03305528048272626,0.10382192085967909,Other_Faults,Other_Faults
0,5,0,1706,0.11946239519438356,0.03920981883756824,0.12210719900806091,0.46320982788991183,0.12639227008177537,0.023860883179071913,0.10575760580922815,Other_Faults,Other_Faults
0,5,0,1921,0.1481053938619067,0.028207438862001975,0.2766979046086504,0.3587847371929539,0.05267772886237138,0.044276592167769836,0.09125020444434584,Other_Faults,Other_Faults
0,5,0,1746,0.2760293332017477,0.023033206409981664,0.024678261545390514,0.4551222690672272,0.07148461831951598,0.03363159097867982,0.11602072047745725,Other_Faults,Other_Faults
0,5,0,1571,0.3276867155568158,0.0240764565815679,0.05183832465566947,0.3570589521337641,0.09730077696910931,0.03660778228200755,0.1054309918210659,Other_Faults,Other_Faults
0,5,0,1480,0.10906778013112078,0.028999955216400735,0.14048472109073817,0.5112985614865352,0.10091864190164865,0.018510118622205012,0.09072022155135137,Other_Faults,Other_Faults
0,5,0,1467,0.2798852078171251,0.026350761951570132,0.09219785871046289,0.4202812384709084,0.08133106506064443,0.05441491676712786,0.04553895122216112,Other_Faults,Other_Faults
0,5,0,1924,0.1525037246627038,0.03051048998327127,0.24152460815120805,0.34120728730182603,0.06972464063389593,0.035509466349234624,0.12901978291786023,Other_Faults,Other_Faults
0,5,0,1686,0.14828665365953686,0.025242662082344384,0.1334390272398761,0.47799326247645624,0.056762840215167344,0.056800867103335526,0.10147468722328355,Other_Faults,Other_Faults
0,5,0,1615,0.29489426502437716,0.029124359199310165,0.06083737968934989,0.3666854140416251,0.06600269597592034,0.047383733990477676,0.13507215207893977,Other_Faults,Other_Faults
0,5,0,1536,0.2520242842913669,0.023034549543124335,0.13407313615717684,0.36496366112280626,0.05638210139331861,0.03533726320821069,0.13418500428399643,Other_Faults,Other_Faults
0,5,0,1455,0.2452146657867163,0.02971161906360863,0.06164444252117017,0.4525602787729069,0.08557871657236034,0.057056575264621184,0.06823370201861635,Other_Faults,Other_Faults
0,5,0,1940,0.25238682815566754,0.024470860037284527,0.09009672647548914,0.41555956264517996,0.05153632444755572,0.04481373928872203,0.12113595895010122,Other_Faults,Other_Faults
0,5,0,1538,0.2675366253906662,0.02276149006494228,0.062030201407249394,0.47853035806814503,0.0530464206777149,0.046382040654009415,0.06971286373727265,Other_Faults,Other_Faults
0,5,0,1368,0.2722679245974016,0.026811900008746246,0.08074106426330162,0.40860118742600665,0.05145394252798026,0.04634874203423579,0.11377523914232776,Other_Faults,Other_Faults
0,5,0,1864,0.3130834238423122,0.02369257223647755,0.08174048423180647,0.4136927534310327,0.062369322468446016,0.05020406991994857,0.055217373869976515,Other_Faults,Other_Faults
0,5,0,1407,0.3682830917031416,0.02328697010422517,0.04543869628758596,0.37167712911883133,0.0729923882063619,0.04721458396467561,0.07110714061517835,Other_Faults,Other_Faults
0,5,0,1530,0.25965079475695796,0.026401217884273038,0.056805494693578804,0.349268694884102,0.10230432851531149,0.033420051844212845,0.1721494174215639,Other_Faults,Other_Faults
0,5,0,1376,0.08310681439789924,0.01584940741238673,0.6911822062164561,0.14574106610382104,0.021919737025883908,0.015894265856464647,0.026306502987088493,K_Scratch,Other_Faults
0,5,0,1802,0.24735097940296819,0.026152899784310346,0.026435401066518465,0.4732234356257639,0.08591052009938414,0.031052834299651146,0.10987392972140386,Other_Faults,Other_Faults
0,5,0,1882,0.2590300013727725,0.02304150846488117,0.10127262199510614,0.3496529148545014,0.05418841002186628,0.05371663828918119,0.1590979050016915,Other_Faults,Other_Faults
0,5,0,1783,0.13569777879126052,0.04045463098399018,0.17549087819393136,0.41876468965312674,0.10207690683116853,0.032855005010202866,0.0946601105363197,Other_Faults,Other_Faults
0,5,0,1565,0.17423944919388568,0.022038689245813238,0.33123198639178525,0.3480312963667569,0.039199914573148587,0.027811490964805636,0.05744717326380479,Other_Faults,Other_Faults
0,5,0,1490,0.11327866178207453,0.029643314126188813,0.12187471588876421,0.5166603055925624,0.10517198165834328,0.019943852576790454,0.09342716837527619,Other_Faults,Other_Faults
0,5,0,1363,0.11479694468525137,0.021688574574435973,0.3793201787370705,0.3766201593768512,0.04189352305489539,0.0321399439157794,0.03354067565571605,K_Scratch,Other_Faults
0,5,0,1383,0.15962744860758146,0.02136165638199205,0.37468994397290256,0.3118247678589786,0.0343780155002532,0.02510283556670094,0.07301533211159109,K_Scratch,Other_Faults
0,5,0,1817,0.20329455186213957,0.038454777290856,0.057652366005424935,0.4464339251622928,0.12988289576140982,0.04646020200902947,0.07782128190884724,Other_Faults,Other_Faults
0,5,0,1344,0.1647964300667523,0.03642651133283416,0.08170793054158083,0.46791848207780273,0.13279245984137328,0.03351454388480056,0.08284364225485626,Other_Faults,Other_Faults
0,5,0,1281,0.28134304431510004,0.03232527164565994,0.0389727555123193,0.3629070391789989,0.15966163078511644,0.020683106563438282,0.10410715199936703,Other_Faults,Other_Faults
0,5,0,1883,0.3330458836170337,0.024922655445164518,0.06391775142868165,0.4062030929700149,0.07195403547039336,0.04293007597107981,0.05702650509763224,Other_Faults,Other_Faults
0,5,0,1681,0.24627654977912558,0.04727500766314215,0.10956326121962362,0.36790129168174607,0.12198068325183672,0.031229569818142913,0.07577363658638298,Other_Faults,Other_Faults
0,5,0,1848,0.1231783197585029,0.03780885865777381,0.12827357939253778,0.4434621879084273,0.09883833293130562,0.04333683844641357,0.12510188290503899,Other_Faults,Other_Faults
0,5,0,824,0.18538653059443436,0.04489094964760648,0.07063535699076423,0.4192628550287763,0.14718978471458138,0.04415585989221707,0.08847866313162017,Other_Faults,Dirtiness
0,5,0,817,0.1755379723508192,0.045261706578767144,0.10200453714742476,0.40004760469532147,0.177440799784604,0.02711191998822893,0.07259545945483434,Other_Faults,Dirtiness
0,5,0,831,0.3485757474435294,0.026551356951892313,0.05042282431925887,0.4002184412108695,0.06644734963552171,0.04355727585559983,0.06422700458332836,Other_Faults,Dirtiness
0,5,0,837,0.22187989946948564,0.03518619865924218,0.1616647211686102,0.262468822212915,0.15532205892192566,0.01420182513235045,0.14927647443547093,Other_Faults,Dirtiness
0,5,0,855,0.14977487791340943,0.048690650390380945,0.12350492043555113,0.40407255709111456,0.1452671856049524,0.027457385750366096,0.10123242281422527,Other_Faults,Dirtiness
0,5,0,838,0.23020459195066528,0.027662663157245415,0.05761800627747561,0.4241282637324073,0.08703479170668381,0.03604907461590087,0.13730260855962176,Other_Faults,Dirtiness
0,5,0,612,0.07434194373534735,0.01972543970564042,0.5656812460802719,0.20722010657492707,0.04214900594630352,0.021667423321653483,0.06921483463585631,K_Scratch,K_Scratch
0,5,0,440,0.060857153409687774,0.01756233439362762,0.6839611444016059,0.12817512212585713,0.034669298764111144,0.015661543190788885,0.0591134037143215,K_Scratch,K_Scratch
0,5,0,474,0.0703709144411897,0.01848063461904835,0.649830350168201,0.14411519332383158,0.03809768177277432,0.01695563220068819,0.0621495934742668,K_Scratch,K_Scratch
0,5,0,611,0.07321805252283449,0.019552629508047092,0.5697672712143899,0.2040374997129066,0.04126026420212211,0.021075865954729926,0.07108841688496986,K_Scratch,K_Scratch
0,5,0,615,0.07350027041458367,0.01957967194066345,0.5767460954704349,0.19765571112156485,0.04091980584883366,0.020803334614706872,0.07079511058921244,K_Scratch,K_Scratch
0,5,0,727,0.027106652660461,0.012770808630520427,0.7757727385601407,0.1209863377375626,0.01749994422062165,0.01411713667523112,0.03174638151546271,K_Scratch,K_Scratch
0,5,0,397,0.023622047452058016,0.013354537207614548,0.8016285476308368,0.10003776064535853,0.01767172988919917,0.012384130842227193,0.03130124633270572,K_Scratch,K_Scratch
0,5,0,486,0.06611409327703252,0.020824129470214756,0.6373928372946636,0.1449113429303529,0.04817383504442529,0.014507353981143367,0.06807640800216747,K_Scratch,K_Scratch
0,5,0,425,0.15226564404169812,0.027121463501030264,0.2347359146935888,0.36539618187421496,0.05576615367135021,0.051335526331188354,0.11337911588692917,Other_Faults,K_Scratch
0,5,0,543,0.07495322470442996,0.01967177193849541,0.5378440366388819,0.22643415659337682,0.04355498234131405,0.024140124430982235,0.07340170335251973,K_Scratch,K_Scratch
0,5,0,651,0.07446666980197457,0.019578874205112767,0.5844339252828703,0.19372704145941574,0.04259997341032898,0.02072281873712238,0.06447069710317523,K_Scratch,K_Scratch
0,5,0,725,0.047892947909811606,0.017152611622626275,0.6718885791082561,0.14757311609628723,0.034064169009628,0.015521697423737853,0.06590687882965286,K_Scratch,K_Scratch
0,5,0,690,0.0796560833498483,0.019966866380307223,0.5752095335488758,0.19560240306329688,0.043245447937777105,0.020885545562032374,0.06543412015786228,K_Scratch,K_Scratch
0,5,0,735,0.12185542314729894,0.02384374075565102,0.5018835332676594,0.21004326724515243,0.06529994285660544,0.0164799198110428,0.060594172916590035,K_Scratch,K_Scratch
0,5,0,688,0.14737520932429235,0.0273751169607485,0.2619071520608031,0.36954272844743324,0.05393196339857278,0.047769199802678734,0.09209863000547129,Other_Faults,K_Scratch
0,5,0,664,0.0746345174586963,0.01991259692207152,0.5720346390368738,0.2024998646092699,0.04147317926066203,0.020820143155408925,0.06862505955701761,K_Scratch,K_Scratch
0,5,0,398,0.04563248784928909,0.01659123749516548,0.7427198067002511,0.09632132267853721,0.034073808551414786,0.012398707536286893,0.05226262918905562,K_Scratch,K_Scratch
0,5,0,706,0.08428777830422217,0.02111959164602382,0.5709042842747676,0.19482917328116703,0.044104518482645315,0.02005736667484492,0.06469728733632914,K_Scratch,K_Scratch
0,5,0,618,0.0721062679280358,0.019354917940641723,0.5849770676095907,0.19435732303697179,0.04184440717657263,0.02056411985946192,0.0667958964487254,K_Scratch,K_Scratch
0,5,0,435,0.05607961342542956,0.018877728903055297,0.6852031946364672,0.12267405629351864,0.04211142820490165,0.013191766115165286,0.061862212421462524,K_Scratch,K_Scratch
0,5,0,437,0.056441690814756564,0.017150209522994928,0.7046468263194623,0.11818282692665617,0.03391940656318731,0.014999166392624587,0.05465987346031804,K_Scratch,K_Scratch
0,5,0,393,0.04289861893178482,0.015846749828508214,0.7506022344270967,0.09774605292446693,0.029564298640033015,0.013731272822874169,0.049610772425236205,K_Scratch,K_Scratch
0,5,0,457,0.0701451636600658,0.019981748709689863,0.6361583415999041,0.1449854576596419,0.046024560869759125,0.015153088442329321,0.06755163905860981,K_Scratch,K_Scratch
0,5,0,428,0.05870619378631503,0.018162840148748017,0.6861344003793167,0.1226616068203477,0.03969598421918109,0.013575198692320194,0.061063775953771236,K_Scratch,K_Scratch
0,5,0,720,0.12111462014955832,0.022745563642591313,0.5015987341589815,0.22562379183891682,0.046923560439895165,0.02404959610103549,0.05794413366902148,K_Scratch,K_Scratch
0,5,0,359,0.21768988730074323,0.037048313267446724,0.10308472107693976,0.42609295455088364,0.09156588127583978,0.0696083189908859,0.05490992353726104,Other_Faults,K_Scratch
0,5,0,732,0.11772212167521764,0.023008274767888193,0.44706810467602265,0.24473261754509182,0.06966570426733615,0.01836574933400809,0.0794374277344356,K_Scratch,K_Scratch
0,5,0,661,0.0753925443498276,0.020075244665413362,0.5763379353805541,0.19602942165003778,0.0432673596357493,0.02056775188191464,0.06832974243650343,K_Scratch,K_Scratch
0,5,0,593,0.0988765742773737,0.02586861906674821,0.4103078503125779,0.2832818251900775,0.04833846345652711,0.025465119551997793,0.10786154814469773,K_Scratch,K_Scratch
0,5,0,654,0.25916810142450236,0.028049199728998452,0.06930953950435935,0.3847050523990212,0.07837775845538718,0.09755512976973531,0.08283521871799623,Other_Faults,K_Scratch
0,5,0,630,0.07736139869695842,0.019600396395685702,0.5727403478251307,0.1986964256279864,0.04343084679232873,0.02177341746586466,0.06639716719604533,K_Scratch,K_Scratch
0,5,0,360,0.23275652724313609,0.03321498074956107,0.10548272949132213,0.42891765070542565,0.06618796727512224,0.08551335688281061,0.047926787652622295,Other_Faults,K_Scratch
0,5,0,734,0.12989454196770064,0.021950797830450383,0.4950239843314487,0.2213042006277883,0.05510233514410658,0.019842720729287392,0.056881419369218,K_Scratch,K_Scratch
0,5,0,576,0.07876457811053857,0.01937713044605488,0.5514379442426627,0.2115974324145957,0.04457255705128089,0.0235784839580574,0.07067187377680989,K_Scratch,K_Scratch
0,5,0,388,0.20631029524107614,0.029403578587107047,0.15967850542588355,0.35108037465729813,0.09752932247360505,0.05034800430630965,0.10564991930872038,Other_Faults,K_Scratch
0,5,0,377,0.2636580701833776,0.03292077042432481,0.1033756967286188,0.39427545810021764,0.07929371113522772,0.07701479276937166,0.049461500658861686,Other_Faults,K_Scratch
0,5,0,723,0.02856758927017072,0.013087511691953761,0.7525723131342793,0.1338604624097912,0.019004044159257313,0.013916149453689054,0.03899192988085885,K_Scratch,K_Scratch
0,5,0,550,0.07928161155093212,0.019585737836190678,0.5258466324575856,0.23173535400992193,0.044812225888634656,0.025102993979743565,0.07363544427699145,K_Scratch,K_Scratch
0,5,0,709,0.08585445299676629,0.021071976040035002,0.5709789563663518,0.19415051888859797,0.04379080270793953,0.020032824566621588,0.0641204684336878,K_Scratch,K_Scratch
0,5,0,145,0.1975309643776178,0.05445801652072757,0.24060983580942763,0.23567215421550083,0.17480330683918466,0.017801507981216717,0.07912421425632478,K_Scratch,Pastry
0,5,0,115,0.1787819688525457,0.03903002907224654,0.06088736716726921,0.42483590855619546,0.20374595951604182,0.02329787106392673,0.06942089577177464,Other_Faults,Pastry
0,5,0,1,0.29081588862939467,0.032080530946292006,0.03633902796305188,0.37618423165710063,0.12485544927712876,0.029589218167488805,0.11013565335954326,Other_Faults,Pastry
0,5,0,111,0.19063965227982838,0.03905188331046762,0.12240743348103043,0.38497292697667357,0.14048314171189827,0.03704269134034726,0.08540227089975451,Other_Faults,Pastry
0,5,0,51,0.2163966177752914,0.03213190079506479,0.09667566452604362,0.29256389152102297,0.15955451018708872,0.017671940721306185,0.1850054744741823,Other_Faults,Pastry
0,5,0,43,0.2161677120226449,0.04237296567475126,0.08001028222056071,0.3971970433325599,0.17470965992185594,0.028160587418770276,0.06138174940885697,Other_Faults,Pastry
0,5,0,65,0.24164169488193615,0.03615929465686281,0.04570606947888111,0.39190743594108585,0.15828218002050146,0.02115986742222192,0.10514345759851072,Other_Faults,Pastry
0,5,0,97,0.1968686328744196,0.04167329424308992,0.06418707576655265,0.44056716667033635,0.14821682055801733,0.03501875607482075,0.07346825381276338,Other_Faults,Pastry
0,5,0,135,0.2095422955354031,0.04031159480044779,0.12640498264021505,0.324767784810683,0.18491165926348688,0.014715654997448698,0.09934602795231544,Other_Faults,Pastry
0,5,0,3,0.14533869474929045,0.03812548274585717,0.04579627654504979,0.5354031486354134,0.12300817061395873,0.033437018764471,0.07889120794595939,Other_Faults,Pastry
0,5,0,116,0.21233390847767075,0.03378929991644746,0.049234549933910854,0.43388734870818113,0.17765270760354462,0.030438772089701638,0.06266341327054363,Other_Faults,Pastry
0,5,0,107,0.22315188593213095,0.035235721183882886,0.07691346747075553,0.4450447099676509,0.133952643155277,0.03473349960743661,0.05096807268286602,Other_Faults,Pastry
0,5,0,103,0.14283198327804494,0.04371622165472219,0.11335274335376697,0.4311335462412786,0.1607784719292254,0.026084872698150387,0.08210216084481164,Other_Faults,Pastry
0,5,0,92,0.13317514475181666,0.03940571137356904,0.1933483345469826,0.32783400499518683,0.14218564621972032,0.029769897036093576,0.13428126107663094,Other_Faults,Pastry
0,5,0,123,0.22345215527687665,0.035549201236643166,0.07628376506197049,0.42357804084730377,0.15369789558441718,0.03218655923227244,0.05525238276051632,Other_Faults,Pastry
0,5,0,124,0.16110804208918983,0.034261108222519786,0.10137414853067252,0.41425001120051913,0.13949172411834193,0.03435351119869977,0.11516145464005699,Other_Faults,Pastry
0,5,0,327,0.2684114398841376,0.02815790826184081,0.06398008196167777,0.2986213801318701,0.102582375767476,0.03423238297498849,0.20401443101800917,Other_Faults,Z_Scratch
0,5,0,182,0.2502851502976556,0.02407969410616963,0.09138615996485433,0.35028113309645786,0.05368796896733646,0.047365770698595495,0.1829141228689306,Other_Faults,Z_Scratch
0,5,0,220,0.2013009496973688,0.02822414627285186,0.14752656043239626,0.32682547903456627,0.07337678739621867,0.026848821357288895,0.19589725580930933,Other_Faults,Z_Scratch
0,5,0,224,0.24856488312249722,0.025299007973868866,0.12207720842854694,0.34083605730612393,0.05511952729516332,0.04541970910006546,0.16268360677373445,Other_Faults,Z_Scratch
0,5,0,330,0.14398268431288755,0.02783115964283047,0.28581738576753896,0.3363268008864339,0.05732617650751141,0.043860719482315694,0.1048550734004821,Other_Faults,Z_Scratch
0,5,0,281,0.28712069067501683,0.022766458241330684,0.0908549427458482,0.3198330211625999,0.05972951776911998,0.04781851528923425,0.17187685411685022,Other_Faults,Z_Scratch
0,5,0,236,0.27517844208897996,0.032369509950797036,0.039403155476315135,0.3540849113499299,0.11986102138725536,0.033556608140063615,0.1455463516066589,Other_Faults,Z_Scratch
0,5,0,271,0.2579693680177795,0.02391363516796914,0.08794558821967709,0.3443629317356661,0.05556997365030207,0.045343035552416484,0.18489546765618944,Other_Faults,Z_Scratch
0,5,0,259,0.1698330050544654,0.0319299273964134,0.1166055824280145,0.2751142199386863,0.12837012650637203,0.017389049254202964,0.26075808942184536,Other_Faults,Z_Scratch
0,5,0,260,0.30231034509810845,0.026638033799948398,0.07185553911571048,0.36726153025969493,0.059775933698255464,0.03832581468450153,0.13383280334378067,Other_Faults,Z_Scratch
0,5,0,340,0.10692180643805836,0.04534342719345322,0.12816694436857543,0.46583508633069615,0.13716100358031008,0.022054759652471747,0.09451697243643498,Other_Faults,Z_Scratch
0,5,0,291,0.28653996352377054,0.02255261760552366,0.08373395414245666,0.32867412346649716,0.05629264788191674,0.046550584002614,0.17565610937722118,Other_Faults,Z_Scratch
0,5,0,319,0.22296943553143656,0.024634222255269126,0.1318866078476581,0.34581386466345754,0.051726958145643966,0.04294343345822991,0.18002547809830471,Other_Faults,Z_Scratch
0,5,0,339,0.16044261804272103,0.04071361966685335,0.06328370031780389,0.48509687597184314,0.13123571409181628,0.03706651546537907,0.08216095644358325,Other_Faults,Z_Scratch
0,5,0,314,0.241656883033682,0.02728196558005132,0.09245690285328936,0.3116088512028712,0.08493206720443566,0.03072622462931442,0.21133710549635606,Other_Faults,Z_Scratch
0,5,0,292,0.2493757647164826,0.027212844307771128,0.08039527408860395,0.3165820970500797,0.08387605100832224,0.033516940451728476,0.20904102837701194,Other_Faults,Z_Scratch
0,5,0,263,0.24596458321356998,0.02438829599619771,0.15444371573962046,0.32102182445443384,0.05335713270436625,0.041200061503500536,0.15962438638831122,Other_Faults,Z_Scratch
0,5,0,256,0.2512205847504361,0.027897984298428064,0.10231842886128124,0.3213369624545599,0.07570516868976523,0.0335528850987699,0.1879679858467595,Other_Faults,Z_Scratch
0,5,0,186,0.24114799224781117,0.02570798998081816,0.06310022997482351,0.3236157961349429,0.08403962412423457,0.036967740184158215,0.22542062735321147,Other_Faults,Z_Scratch
0,5,0,800,0.23518660849662404,0.02961191308959593,0.09272274051492124,0.4193518825894035,0.06348772162472804,0.08259826429746292,0.07704086938726426,Other_Faults,Stains
0,5,0,805,0.2534845424642927,0.029139621194897436,0.08161976147458967,0.42755859145403957,0.06746360068808835,0.07018592786310938,0.07054795486098299,Other_Faults,Stains
0,5,0,779,0.2611775455576578,0.029088806741812166,0.09171709422191664,0.38931371802651615,0.07050243090839797,0.08379508721245421,0.07440531733124514,Other_Faults,Stains
0,5,0,745,0.2994128014703248,0.02848204756232808,0.0687473795516756,0.38814455623517036,0.07007174165246109,0.08415266630628039,0.06098880722175973,Other_Faults,Stains
0,5,0,743,0.2754433381413919,0.030043114906900537,0.08077042877488533,0.39798492487696224,0.07361080798365156,0.08393512138805986,0.05821226392814853,Other_Faults,Stains
0,5,0,785,0.2581287639083377,0.0289967421560717,0.08335528887976118,0.4166884317849626,0.06896760491622984,0.08589538299316705,0.05796778536146995,Other_Faults,Stains
0,5,0,807,0.18531828852021082,0.02711270645888062,0.1313910367515846,0.44087071936122335,0.0530308702736374,0.07612137498969442,0.08615500364476877,Other_Faults,Stains
0,6,0,901,0.37519462527456204,0.023272889712597455,0.057837770239448937,0.349052274068664,0.06592889611770597,0.047311086379990624,0.08140245820703089,Bumps,Bumps
0,6,0,1029,0.3358642324337459,0.02465641420848885,0.07226819023957073,0.3165774335516472,0.0857365549821346,0.0357212952481459,0.1291758793362667,Bumps,Bumps
0,6,0,1077,0.2521242170051396,0.034078575305610974,0.09797781298438982,0.3718377498929109,0.10620345544400506,0.05149611579736618,0.08628207357057736,Other_Faults,Bumps
0,6,0,952,0.2537302090703881,0.035610288254088754,0.06573933830419153,0.3734950964555317,0.14850860845107156,0.017308986386318045,0.10560747307841026,Other_Faults,Bumps
0,6,0,905,0.367231858536111,0.02484101684147742,0.03420234756264878,0.35216225489510905,0.10451858271039734,0.033185592951493495,0.08385834650276291,Bumps,Bumps
0,6,0,1066,0.29913966409405973,0.024292492812288916,0.05470748717857711,0.4434451682313413,0.05697768453210738,0.05237254007096394,0.06906496308066157,Other_Faults,Bumps
0,6,0,975,0.23461000540141994,0.03615570391405695,0.09140425048973189,0.3809613329115132,0.10090565624855209,0.05455650675927586,0.10140654427545,Other_Faults,Bumps
0,6,0,1266,0.29981070384870884,0.02593238921718567,0.09998624665957334,0.36533700451965406,0.06601664913517707,0.036617076350789486,0.10629993026891145,Other_Faults,Bumps
0,6,0,1016,0.34882583175036747,0.02355323586701059,0.06267954139483714,0.3442345945980809,0.08198147852790286,0.03548045937790374,0.10324485848389721,Bumps,Bumps
0,6,0,1123,0.24934882742154402,0.03695138783972908,0.09956855439632534,0.3612536970055375,0.13358629521815396,0.04323082674377985,0.07606041137493026,Other_Faults,Bumps
0,6,0,889,0.22892740299847147,0.023442295268081614,0.11719885263091845,0.3582177207930876,0.048286906063352994,0.04460412541019288,0.17932269683589508,Other_Faults,Bumps
0,6,0,1061,0.3327084406403061,0.02623596453184743,0.11819546341735011,0.2915002603342603,0.10052414229490646,0.023902892985499618,0.10693283579583,Bumps,Bumps
0,6,0,1168,0.3126939096725917,0.027173896781495066,0.07192599203851027,0.3797312803059282,0.07813174590342631,0.029352365675016527,0.10099080962303202,Other_Faults,Bumps
0,6,0,1224,0.33124090459545663,0.030178248890485333,0.07457325514621835,0.33550378457185415,0.08083864792124881,0.0347340343610302,0.11293112451370658,Other_Faults,Bumps
0,6,0,1147,0.3622874163122828,0.022797144432724587,0.07262771399117444,0.3480940221244463,0.06905432386768129,0.039029280690454686,0.08611009858123604,Bumps,Bumps
0,6,0,994,0.28949656469834784,0.027545568090298383,0.11102577317499827,0.363581572388618,0.0602748673770521,0.04089187568103929,0.10718377858964596,Other_Faults,Bumps
0,6,0,1018,0.38028099048498226,0.024731538366869994,0.04026381472118624,0.3451448183277316,0.08472042415950336,0.03827191643968888,0.0865864975000377,Bumps,Bumps
0,6,0,873,0.21702617049410824,0.03547974317997233,0.12958780412334664,0.3635280849051815,0.11732020658259108,0.043391162588691065,0.09366682812610916,Other_Faults,Bumps
0,6,0,1109,0.1571696338002741,0.039714925259610394,0.07506441893660606,0.4836874268287757,0.12376932140468841,0.03580640271305159,0.0847878710569938,Other_Faults,Bumps
0,6,0,904,0.380737922927665,0.024352744117263014,0.06578930664458492,0.33221458363950274,0.07189650547947529,0.0406899426556071,0.08431899453590197,Bumps,Bumps
0,6,0,1235,0.30571744716334986,0.03378379126324822,0.08783508528867262,0.33500727517884954,0.08890537027544548,0.029447566949156692,0.11930346388127747,Other_Faults,Bumps
0,6,0,1040,0.3343913421836811,0.025739859950068018,0.028822650085197847,0.3996344987347794,0.08570262727874209,0.041015102089772264,0.08469391967775912,Other_Faults,Bumps
0,6,0,1228,0.33257375733962286,0.026251147306401202,0.07390020528038509,0.35242518979137694,0.05981850063033692,0.041111191461047594,0.11392000819082942,Other_Faults,Bumps
0,6,0,1158,0.2613716323754438,0.022234665605166397,0.16450971556165928,0.32072408558620047,0.07032232467006856,0.028199702439384803,0.1326378737620766,Other_Faults,Bumps
0,6,0,1203,0.199186672404147,0.02380856692478024,0.16112173416950726,0.4013318223571649,0.04383597005407737,0.04806461497922499,0.12265061911109816,Other_Faults,Bumps
0,6,0,997,0.3110089728170723,0.02295550362730543,0.04727414944185089,0.3886220599326229,0.07892084663458189,0.03751357253597506,0.11370489501059171,Other_Faults,Bumps
0,6,0,1041,0.3701604394210545,0.021614574711729072,0.03213466128602181,0.38759917556352536,0.06718143741600126,0.04878471923179831,0.07252499236986971,Other_Faults,Bumps
0,6,0,1084,0.3130738954566706,0.0330443078237246,0.09158505933766442,0.3474599764784587,0.1150639800758922,0.04347817188576335,0.05629460894182612,Other_Faults,Bumps
0,6,0,1012,0.28028323556258145,0.0329778060484351,0.047736554432159926,0.3797767776869357,0.10094639505514531,0.035272885454251154,0.12300634576049131,Other_Faults,Bumps
0,6,0,903,0.3685536057880757,0.023587175352795073,0.05062411380636361,0.3554367794251805,0.08337592788775586,0.03520851781485291,0.08321387992497649,Bumps,Bumps
0,6,0,944,0.36434621567711756,0.023429089564697393,0.08562046749697573,0.30455377831297176,0.07593197616281212,0.04094268067140512,0.10517579211402033,Bumps,Bumps
0,6,0,1046,0.373703614902407,0.023765053696409143,0.05772793045882851,0.3431930557115073,0.07967811521684404,0.04018694051256634,0.08174528950143757,Bumps,Bumps
0,6,0,1002,0.33731435608996807,0.02285229565268399,0.09102263968231933,0.3537854114444783,0.07157537578383733,0.032889319962679346,0.09056060138403352,Other_Faults,Bumps
0,6,0,949,0.3772596156365265,0.02128823360499321,0.03195572240880896,0.336120562009834,0.11313730928823958,0.02956826704342201,0.09067029000817581,Bumps,Bumps
0,6,0,1250,0.37247806333297867,0.04114230540311917,0.11236955604193158,0.25202450916500635,0.12405669743342947,0.03835878320856523,0.05957008541496947,Bumps,Bumps
0,6,0,883,0.25239075041263664,0.02590415381692865,0.11924240471288218,0.3992738053588827,0.049160098089405524,0.04601620572332617,0.10801258188593801,Other_Faults,Bumps
0,6,0,1135,0.21077078822373418,0.034203796859006076,0.12617974884033356,0.3760717672541914,0.11862127890731786,0.045812132100245144,0.0883404878151718,Other_Faults,Bumps
0,6,0,978,0.2800580211642875,0.03369813758680572,0.08971781410350373,0.3698139807461064,0.08919778750040737,0.06053577621221608,0.07697848268667325,Other_Faults,Bumps
0,6,0,1080,0.2807115314924846,0.027710653359072406,0.10480630784008445,0.3817170116859737,0.06340623554497134,0.07076605181652196,0.07088220826089141,Other_Faults,Bumps
0,6,0,1195,0.21213830695282374,0.037342798049816245,0.07815344700495788,0.41275736150345915,0.11340790028447052,0.05331635439388931,0.09288383181058311,Other_Faults,Bumps
0,6,0,1294,0.15909599850395476,0.02827852199318842,0.0964579512555862,0.4796832015695239,0.11190489976955754,0.03682344763881797,0.08775597926937116,Other_Faults,Other_Faults
0,6,0,1472,0.31612793942600836,0.026676077655320773,0.14257557278415148,0.27367176173139107,0.0757840448997357,0.026741184624592032,0.1384234188788006,Bumps,Other_Faults
0,6,0,1896,0.3039884212340429,0.024193531683426483,0.13267990857332942,0.3544572316234695,0.06195083605058591,0.028914739532748833,0.09381533130239683,Other_Faults,Other_Faults
0,6,0,1476,0.3773808943553433,0.04055427687495634,0.10209637238626125,0.2665753672617054,0.11639351161168736,0.04176258313100041,0.0552369943790459,Bumps,Other_Faults
0,6,0,1286,0.1776277456630416,0.03982532458375267,0.07542397477978496,0.4480228722199497,0.13129762831747668,0.03889843793229836,0.08890401650369603,Other_Faults,Other_Faults
0,6,0,1816,0.2266595166851149,0.0220661114173237,0.030838045157414052,0.43544901857610346,0.0899169794270552,0.026479123377344115,0.16859120535964459,Other_Faults,Other_Faults
0,6,0,1431,0.36785653240801486,0.025909050140038383,0.06351585045330549,0.32365825767823775,0.06145877362925393,0.04856030979940689,0.10904122589174287,Bumps,Other_Faults
0,6,0,1869,0.34616816142362505,0.025756587779719356,0.026652493444694586,0.36943842981454916,0.10967191309283736,0.03060897086276337,0.09170344358181108,Other_Faults,Other_Faults
0,6,0,1587,0.3361567417327745,0.023898482259722513,0.09162979564492467,0.36226650697942986,0.061527762418998065,0.03529918434358842,0.08922152662056196,Other_Faults,Other_Faults
0,6,0,1712,0.17663103332946878,0.026419600264037398,0.14389646053088653,0.4986847805259802,0.059939876001726025,0.0513698592222225,0.04305839012567851,Other_Faults,Other_Faults
0,6,0,1878,0.22916038589518628,0.028088789638390586,0.1391253013159345,0.4050085382162702,0.047151142388219505,0.04130079017314173,0.11016505237285722,Other_Faults,Other_Faults
0,6,0,1477,0.33318200480513116,0.0352162090428861,0.19110711811946562,0.2668634480078479,0.08775212187017306,0.03916741028561923,0.04671168786887693,Bumps,Other_Faults
0,6,0,1904,0.27517019223653927,0.025222036940063575,0.06235277605808422,0.46272022930346146,0.051335026238408604,0.03762408276024405,0.08557565646319876,Other_Faults,Other_Faults
0,6,0,1558,0.28467071177660075,0.024685381847251237,0.06035584373320942,0.451853150185479,0.06449151295498906,0.04947163271480868,0.06447176678766178,Other_Faults,Other_Faults
0,6,0,1684,0.07935172131347977,0.03437833364438564,0.22450749333029352,0.4071566131768128,0.10470983910762087,0.019646608725620237,0.13024939070178712,Other_Faults,Other_Faults
0,6,0,1361,0.1862112233915314,0.02727476516947382,0.2730319807251557,0.31540181448926563,0.0924222575393291,0.028266142110358754,0.07739181657488552,Other_Faults,Other_Faults
0,6,0,1435,0.3157353866147391,0.021134082452102427,0.046023645845897805,0.3991693072017311,0.0648690750184202,0.04376081464059319,0.10930768822651601,Other_Faults,Other_Faults
0,6,0,1531,0.2671238288770844,0.027278194548647623,0.07936408024433675,0.31975984471232777,0.10955688106538108,0.025535256301545323,0.17138191425067706,Other_Faults,Other_Faults
0,6,0,1850,0.14831848575787146,0.03763848910429088,0.1176883250066676,0.43524701843642183,0.10025831595205129,0.04937625954279606,0.11147310619990089,Other_Faults,Other_Faults
0,6,0,1428,0.2992501532595945,0.028795993110152285,0.06887415744020098,0.3775625640541076,0.06116973116596514,0.04341478910776525,0.12093261186221438,Other_Faults,Other_Faults
0,6,0,1871,0.40502567914893517,0.024144004213298858,0.044718402671728205,0.3293939116932793,0.08347455937597349,0.039046937780536445,0.07419650511624848,Bumps,Other_Faults
0,6,0,1592,0.0353401568688062,0.021118356985078687,0.7583066835248428,0.06776814671531589,0.05889423852117218,0.00919940558429707,0.0493730118004873,K_Scratch,Other_Faults
0,6,0,1487,0.12358642390328511,0.029966579513742285,0.10289979399477583,0.5200517121109398,0.11426547871069066,0.020871653020685187,0.08835835874588126,Other_Faults,Other_Faults
0,6,0,1931,0.131286671289317,0.027969742946215324,0.24504668309519864,0.4275884083209369,0.04405255897442815,0.05168893578671414,0.07236699958718966,Other_Faults,Other_Faults
0,6,0,1659,0.2804137624916319,0.03437987432225755,0.05473388736447571,0.41418669286664395,0.11368909191689587,0.046056703376564,0.05653998766153087,Other_Faults,Other_Faults
0,6,0,1333,0.17507096354844878,0.042046139808217226,0.11193779982982113,0.41318267309425516,0.1232143626088878,0.03924252670066093,0.09530553440970903,Other_Faults,Other_Faults
0,6,0,1589,0.18881721917818614,0.03014453695560687,0.108407107410327,0.5080735199531754,0.07770866876459298,0.03375978090568796,0.053089166832423575,Other_Faults,Other_Faults
0,6,0,1643,0.4048153354496677,0.035801954119736606,0.08035247488398514,0.2658093636660691,0.11149605244430125,0.05165950015435916,0.050065319281881196,Bumps,Other_Faults
0,6,0,1689,0.12154702756054993,0.024751298580183934,0.14930318785327376,0.500977583248459,0.04983622252459403,0.0527552631511951,0.10082941708174424,Other_Faults,Other_Faults
0,6,0,1696,0.1283312702975187,0.03917887730919735,0.07293027305831715,0.492756642243034,0.13666112593500504,0.025387627204241797,0.10475418395268599,Other_Faults,Other_Faults
0,6,0,1665,0.3252963895733636,0.024942823905898494,0.061828121255699954,0.38763874348980815,0.07453400135053008,0.03880293191066578,0.08695698851403408,Other_Faults,Other_Faults
0,6,0,1825,0.14273131368555572,0.03971977033422409,0.06817484324233165,0.5387389686817489,0.09049963362502626,0.05151717610453116,0.06861829432658237,Other_Faults,Other_Faults
0,6,0,1715,0.206025647625158,0.030649204405905246,0.1761173230311348,0.3976544272719666,0.04853171569160141,0.07633870780349412,0.06468297417073987,Other_Faults,Other_Faults
0,6,0,1748,0.09118605459577653,0.04064216726123441,0.3027494951006099,0.3721762259095273,0.07447871331092597,0.033606592278825245,0.08516075154310067,Other_Faults,Other_Faults
0,6,0,1697,0.16428569266852125,0.03350581485436779,0.055189996842790655,0.48072568424300266,0.1253131171365514,0.032377715486961695,0.10860197876780467,Other_Faults,Other_Faults
0,6,0,1757,0.2816602900537855,0.02660204455601602,0.08826987829980819,0.31466317160284896,0.06845687242427717,0.03911989472478256,0.18122784833848152,Other_Faults,Other_Faults
0,6,0,1915,0.1903760031652971,0.029507025458167795,0.13999945039781253,0.44704130684011,0.05069446287932279,0.06975127748432475,0.07263047377496504,Other_Faults,Other_Faults
0,6,0,1359,0.15713480556981402,0.0229720048079481,0.26635087741737523,0.40803203145406103,0.03383827431499537,0.037240165874581586,0.07443184056122477,Other_Faults,Other_Faults
0,6,0,1427,0.3225522693481053,0.024679491630202176,0.07374509423779477,0.3442786321205675,0.0540863665977774,0.051373993365945565,0.1292841526996073,Other_Faults,Other_Faults
0,6,0,1807,0.2829230116419752,0.022421733066279852,0.07304756545515824,0.40249547028733557,0.05777811358823026,0.04529041498379628,0.11604369097722472,Other_Faults,Other_Faults
0,6,0,1512,0.2692149663923467,0.03324682477338891,0.05970096470678704,0.4155706136528731,0.12719648912794854,0.04023230881398829,0.05483783253266739,Other_Faults,Other_Faults
0,6,0,1446,0.35841243440192777,0.02341209095550425,0.04051323608380357,0.36302123420266463,0.09452348807237794,0.034792155265178246,0.08532536101854346,Other_Faults,Other_Faults
0,6,0,1641,0.4117073009622952,0.03349249131756582,0.09931034961712232,0.2602013767719981,0.09097670289160942,0.05216150891343644,0.0521502695259727,Bumps,Other_Faults
0,6,0,1849,0.15809269978142004,0.03954052811096343,0.09747753153435436,0.4559206100948831,0.10028527331878655,0.052574201318141875,0.09610915584145063,Other_Faults,Other_Faults
0,6,0,1719,0.1947685210170073,0.03600541267481157,0.10308468322487833,0.41035852202219575,0.13270708537903195,0.04186569089604704,0.08121008478602808,Other_Faults,Other_Faults
0,6,0,1784,0.17562345857761025,0.030153818169679183,0.1946868495409533,0.40996258431086224,0.059802355326274724,0.04548401846037809,0.08428691561424229,Other_Faults,Other_Faults
0,6,0,1650,0.20533566235102166,0.03336544941405187,0.08170304285579995,0.419271695031904,0.10814420912714755,0.04924704522656323,0.10293289599351171,Other_Faults,Other_Faults
0,6,0,1824,0.1865576309607629,0.022631431202832248,0.03775289588256109,0.420739378944585,0.09536513674388418,0.021027380054135715,0.21592614621123882,Other_Faults,Other_Faults
0,6,0,1908,0.18182539846077928,0.026675001645497205,0.1698819588653298,0.3931498435424298,0.0512854721452228,0.06481236929064273,0.11236995605009843,Other_Faults,Other_Faults
0,6,0,1889,0.2842142257094225,0.023751632005886324,0.05218483081392185,0.4598211018031664,0.05686551157317627,0.05187602405273468,0.071286674041692,Other_Faults,Other_Faults
0,6,0,1271,0.11921090521802921,0.039862756270395025,0.3079698761959071,0.2931208266800032,0.14352607853911117,0.022859881436887986,0.0734496756596662,K_Scratch,Other_Faults
0,6,0,1385,0.15179634841648734,0.026787198372321002,0.24460732344034594,0.3960829353583122,0.05276345982759393,0.05466093804892845,0.07330179653601114,Other_Faults,Other_Faults
0,6,0,1314,0.17095656199280454,0.03468548332477272,0.05953696215958942,0.4901131777069071,0.12400243680501341,0.04049686842994341,0.08020850958096946,Other_Faults,Other_Faults
0,6,0,1547,0.24279554459557487,0.034615174033615914,0.09095005774983764,0.35120975145214706,0.14022377039357053,0.03312022758584468,0.10708547418940939,Other_Faults,Other_Faults
0,6,0,1405,0.35814311997763126,0.024855046863350265,0.04175466625826346,0.3524862698592121,0.088532984826532,0.039387945465458575,0.09483996674955224,Bumps,Other_Faults
0,6,0,1636,0.358194218101607,0.026865249771612663,0.04727332247866412,0.35099375054856874,0.08975899730915897,0.03586355945440974,0.09105090233597875,Bumps,Other_Faults
0,6,0,1616,0.23770365981584854,0.0263539126482673,0.10388396033214785,0.42262211807451117,0.044180526132158476,0.05801323946892264,0.10724258352814386,Other_Faults,Other_Faults
0,6,0,1511,0.15412352689303516,0.04358956883219812,0.13310739698202909,0.4330530016939804,0.15006467371908053,0.021850909620687094,0.06421092225898943,Other_Faults,Other_Faults
0,6,0,1360,0.19283472242344832,0.02850456150162286,0.12027650106768462,0.4545468670735617,0.05284538397570049,0.07395297866305749,0.07703898529492469,Other_Faults,Other_Faults
0,6,0,1867,0.24518732014813757,0.023073931433355736,0.14409775832571048,0.384835459756606,0.0618350498014872,0.04840572937038974,0.09256475116431334,Other_Faults,Other_Faults
0,6,0,1925,0.17640978528279205,0.03264134460018613,0.20206589700228927,0.33468027481047424,0.08214782272103148,0.03904640229258193,0.1330084732906449,Other_Faults,Other_Faults
0,6,0,1753,0.18409862289945514,0.032426048368305566,0.12403311285237185,0.3198808445883103,0.09358363876835096,0.021869991346721514,0.22410774117648458,Other_Faults,Other_Faults
0,6,0,1549,0.21297538361386545,0.036390312185102046,0.09129727146833588,0.41112504120265064,0.1126110518924312,0.05502055753695349,0.08058038210066125,Other_Faults,Other_Faults
0,6,0,1891,0.2299396924551614,0.02581650479485969,0.16695496672285126,0.42239838463723056,0.059931614747812355,0.02578904682048839,0.06916978982159634,Other_Faults,Other_Faults
0,6,0,1458,0.27296740440724937,0.033246095686296995,0.17046565330922803,0.3280029707419682,0.08674633995765091,0.06259274719405877,0.045978788703547636,Other_Faults,Other_Faults
0,6,0,1813,0.24189903952795128,0.036990880043901254,0.07446162353695393,0.39644043383331096,0.10039588141207845,0.05733077318382593,0.09248136846197814,Other_Faults,Other_Faults
0,6,0,1373,0.326631567541122,0.02388464721176196,0.06942008123879101,0.3337291029983265,0.057029796924621574,0.05204700888124551,0.1372577952041315,Other_Faults,Other_Faults
0,6,0,863,0.23800778860977112,0.03584584353083799,0.0728468497980919,0.41808990279071806,0.09786256403377991,0.0535041828860853,0.08384286835071562,Other_Faults,Dirtiness
0,6,0,821,0.1748214713482437,0.04426792993612477,0.0903884311974472,0.4062155236334497,0.1515307654350837,0.04026651839671642,0.09250936005293463,Other_Faults,Dirtiness
0,6,0,846,0.14456488694786598,0.04647333555565439,0.13328939575491217,0.42996222285930036,0.11616577355183051,0.031241743803856623,0.09830264152657985,Other_Faults,Dirtiness
0,6,0,823,0.1790162130215589,0.04384471120905492,0.06592675651425033,0.4172797540203234,0.15393358966184656,0.04374279975253237,0.09625617582043348,Other_Faults,Dirtiness
0,6,0,825,0.20500907554975126,0.041631744709633066,0.0723918029437052,0.39684476235485866,0.1509784899683408,0.04761657792448676,0.08552754654922418,Other_Faults,Dirtiness
0,6,0,857,0.1994735204998922,0.04337255555262589,0.06714591323656399,0.41819805488965056,0.13249654342706704,0.043643679689890996,0.09566973270430922,Other_Faults,Dirtiness
0,6,0,396,0.04157019839805971,0.0161032517821482,0.7525531271841711,0.09783734251242132,0.028775588547170675,0.01356490352502882,0.04959558805100005,K_Scratch,K_Scratch
0,6,0,718,0.12962923435741067,0.0249409833241123,0.506280421732897,0.20096653444743293,0.05483356396127021,0.02359943771613276,0.0597498244607442,K_Scratch,K_Scratch
0,6,0,556,0.07869847707278103,0.019618791588691595,0.5255775801225087,0.23743099686128089,0.04378194513426073,0.0249343667818296,0.06995784243864747,K_Scratch,K_Scratch
0,6,0,717,0.13941485095964803,0.02579234700611642,0.47657241544445644,0.21253427986655107,0.0575354144770474,0.02505299349917852,0.06309769874700202,K_Scratch,K_Scratch
0,6,0,531,0.07413430224714564,0.019578863320602775,0.5507833708878339,0.21682616976033328,0.04189727939847682,0.022794783183323487,0.07398523120228402,K_Scratch,K_Scratch
0,6,0,427,0.05912694957246483,0.017530613453407964,0.6938287614239154,0.12232694750121642,0.034461825092728805,0.015445800902209084,0.057279102054057514,K_Scratch,K_Scratch
0,6,0,552,0.08557606635491648,0.02082407932876825,0.49968275737654494,0.24385490737283189,0.04810858225617137,0.025842395100741204,0.07611121221002577,K_Scratch,K_Scratch
0,6,0,698,0.08255617730373825,0.020447964705723767,0.5771628653175209,0.19136203995879342,0.04481182153170548,0.021137791489614713,0.06252133969290345,K_Scratch,K_Scratch
0,6,0,646,0.07838105383531957,0.02030861125434372,0.5667319818278392,0.2023296731792386,0.0440279226890244,0.021537729453995156,0.06668302776023945,K_Scratch,K_Scratch
0,6,0,636,0.07845840606661861,0.019871035774610236,0.5686435891595454,0.20162682235187718,0.04378911526634951,0.021618268826733657,0.06599276255426562,K_Scratch,K_Scratch
0,6,0,540,0.07867561701090128,0.02054078012733024,0.5224498588451734,0.2322252701800921,0.04513705452466593,0.024147526135919917,0.0768238931759172,K_Scratch,K_Scratch
0,6,0,516,0.08117538058772351,0.021740222817674716,0.5898495864120807,0.1691554880545228,0.046166031668362875,0.016403056372828552,0.07551023408680677,K_Scratch,K_Scratch
0,6,0,652,0.07610296125320705,0.020305747103166766,0.5691975289132973,0.20358892330145245,0.044101280766071865,0.02114999156906799,0.06555356709373662,K_Scratch,K_Scratch
0,6,0,738,0.2266186875409742,0.02954304271070101,0.20758557999651797,0.336423931484838,0.06980907753176481,0.05352102351507179,0.07649865722013231,Other_Faults,K_Scratch
0,6,0,473,0.0700160583835193,0.020359388535534814,0.6424670142632879,0.13941574649334462,0.04665827497816754,0.014885656870380026,0.06619786047576569,K_Scratch,K_Scratch
0,6,0,680,0.07995865035405586,0.02065348044647504,0.56983146720831,0.19921190434030023,0.044951558313093186,0.02124744027121055,0.06414549906655514,K_Scratch,K_Scratch
0,6,0,476,0.0719155896879796,0.020449779109522562,0.642942871131194,0.13745251246280227,0.04741767711924779,0.015071584661410896,0.06474998582784294,K_Scratch,K_Scratch
0,6,0,414,0.056286255803411664,0.018493113410007155,0.6979597764811154,0.11546346089599889,0.040441381836082715,0.013562326109404336,0.05779368546397976,K_Scratch,K_Scratch
0,6,0,667,0.07815085114753513,0.020457527269672426,0.561533962202945,0.20626923624379928,0.04315882611665077,0.021087819576504588,0.06934177744289265,K_Scratch,K_Scratch
0,6,0,728,0.11320000914595506,0.020775783880713293,0.39661306825379333,0.3137238470826548,0.05950368644657886,0.024048684782028824,0.07213492040827585,K_Scratch,K_Scratch
0,6,0,574,0.07545336932891233,0.019246196408893784,0.5597134244095866,0.21279034032347263,0.043158237181736864,0.022766366485903043,0.0668720658614948,K_Scratch,K_Scratch
0,6,0,471,0.0731978718869047,0.019899104197541453,0.6449065566788187,0.1369242462674025,0.04587400891906295,0.015151398780804489,0.06404681326946533,K_Scratch,K_Scratch
0,6,0,421,0.14889152694787192,0.029749844911406836,0.24940315522489206,0.3535989341852609,0.06650581431016328,0.0369468397749512,0.1149038846454539,Other_Faults,K_Scratch
0,6,0,355,0.12317928465711706,0.04422031956223583,0.29183333114823906,0.3508225994898888,0.09610593161975042,0.04054751268654582,0.053291020836222815,Other_Faults,K_Scratch
0,6,0,448,0.13815818452548628,0.028508611161572238,0.3015542846101957,0.3210014316917378,0.06495574984793595,0.03308443064281105,0.11273730752026101,Other_Faults,K_Scratch
0,6,0,681,0.07863822800288324,0.020775394926146527,0.5684220273461887,0.20012193779908463,0.04400484097079519,0.02083173965754617,0.0672058312973553,K_Scratch,K_Scratch
0,6,0,547,0.08314683911327747,0.02071993425423994,0.5046074117108411,0.2428894702179006,0.047233334478269,0.0256844457038438,0.0757185645216281,K_Scratch,K_Scratch
0,6,0,491,0.05342092478854236,0.017423742635745563,0.6668330854690722,0.16291515784517044,0.02902907312702899,0.01642922475944747,0.053948791374992894,K_Scratch,K_Scratch
0,6,0,619,0.07042727474438101,0.020159374147147215,0.5790806808840022,0.20017898182666743,0.04205516187347576,0.020271162663019916,0.0678273638613064,K_Scratch,K_Scratch
0,6,0,583,0.08152644958098373,0.019474078217338403,0.5438211633943127,0.21900121413854212,0.04362577020711647,0.02412892421753983,0.06842240024416678,K_Scratch,K_Scratch
0,6,0,557,0.08249607512616636,0.020342552869223957,0.5088581923974028,0.24291883686839968,0.04540482644934493,0.02555470640200186,0.07442480988746054,K_Scratch,K_Scratch
0,6,0,410,0.05469442747511655,0.01807079488260686,0.7067956501851542,0.1130675795277325,0.03793708791891382,0.013529369338698409,0.0559050906717778,K_Scratch,K_Scratch
0,6,0,418,0.02867243782443628,0.01372569403829137,0.7681708516457726,0.12720870740802576,0.018172163720667833,0.013702044319556978,0.030348101043249268,K_Scratch,K_Scratch
0,6,0,597,0.07405006601620265,0.019849354512007377,0.5676482804561056,0.2078895112067914,0.04255851292684544,0.02164560393767838,0.06635867094436895,K_Scratch,K_Scratch
0,6,0,367,0.2551116345910653,0.031165914225141828,0.13174174447762885,0.38116344130870156,0.07447581924660922,0.07137164655650119,0.054969799594352116,Other_Faults,K_Scratch
0,6,0,415,0.053867440546570944,0.019616475709673405,0.6851846070746029,0.12247839770505671,0.04385396569063664,0.01328779572928972,0.061711317544169676,K_Scratch,K_Scratch
0,6,0,497,0.07482493099947102,0.02160776273885775,0.6045140734830202,0.16230048240490955,0.04735257956351048,0.015600439622082584,0.07379973118814856,K_Scratch,K_Scratch
0,6,0,568,0.07799033775886981,0.019779236384921857,0.5449186465129144,0.21940980540866312,0.04432633334634032,0.023608686080146726,0.06996695450814375,K_Scratch,K_Scratch
0,6,0,606,0.07681253679766241,0.019892469402397535,0.5673566127380719,0.2034160059415442,0.04387604856580048,0.02171091110114728,0.06693541545337617,K_Scratch,K_Scratch
0,6,0,42,0.22154328266821458,0.033539480024046435,0.09211515075370054,0.40519208544629626,0.14792436364049227,0.037621932777037286,0.062063704690212634,Other_Faults,Pastry
0,6,0,80,0.15355180374738156,0.04100257647245688,0.1603902483742034,0.4027646509618995,0.13622690727775905,0.024865382791824577,0.08119843037447497,Other_Faults,Pastry
0,6,0,4,0.11215308685850255,0.04091486676533861,0.15069941468897363,0.42807575467323083,0.16212277229234892,0.021010875841684023,0.08502322887992131,Other_Faults,Pastry
0,6,0,154,0.16628994058258506,0.03688631346900371,0.11050747361874876,0.3398254227938459,0.1058982148742683,0.027027551526535784,0.21356508313501238,Other_Faults,Pastry
0,6,0,81,0.25277289501843725,0.03412315089976266,0.06866224026858521,0.40935353669242824,0.12245150441271759,0.048151173291092045,0.06448549941697702,Other_Faults,Pastry
0,6,0,66,0.30744971747803196,0.030008755616457026,0.0340925277701846,0.383337969539822,0.10796762815155884,0.03247925201870485,0.10466414942524065,Other_Faults,Pastry
0,6,0,53,0.32388452697039316,0.03138453618754577,0.03686753716918445,0.3497078251784768,0.1383483358486995,0.02534818360159466,0.09445905504410572,Other_Faults,Pastry
0,6,0,70,0.34969035101018625,0.02413436191281294,0.03328252898112859,0.37490170158111347,0.09826819544517106,0.03100867008788894,0.08871419098169872,Other_Faults,Pastry
0,6,0,60,0.3272489522873203,0.02741871956583621,0.03741545126964137,0.3533602060807813,0.0842257845640138,0.04161578816502396,0.12871509806738304,Other_Faults,Pastry
0,6,0,98,0.24861721418401592,0.03538745956575629,0.060058159718126086,0.42245003131283293,0.1309674695918629,0.04318331312921325,0.05933635249819269,Other_Faults,Pastry
0,6,0,9,0.1100362654866522,0.03592079781754911,0.1935221583764625,0.39734366675563026,0.14842039728276887,0.021060359809824743,0.09369635447111227,Other_Faults,Pastry
0,6,0,110,0.1786717505766452,0.038425796957569966,0.10580969676847976,0.41228865209678567,0.13090744011200436,0.04031104124386031,0.09358562224465468,Other_Faults,Pastry
0,6,0,153,0.20457684711393065,0.033262926712120326,0.11125096732980566,0.3197443550166218,0.1083485079556319,0.030837089922479806,0.1919793059494099,Other_Faults,Pastry
0,6,0,18,0.17507662895823878,0.03059093659323664,0.08629853247752561,0.44604434872332416,0.1365574661853959,0.036992815980286406,0.08843927108199238,Other_Faults,Pastry
0,6,0,6,0.08132215367698935,0.03595510531794459,0.42276457600076967,0.2718008866614465,0.1248181926341048,0.017657948606323953,0.04568113710242116,K_Scratch,Pastry
0,6,0,150,0.19540624428631995,0.03317156387160634,0.08975881705424463,0.33458029773404596,0.10685325341207658,0.03242375357891164,0.20780607006279486,Other_Faults,Pastry
0,6,0,305,0.1798762794808869,0.032612065942523756,0.1362114108678749,0.27714532859477553,0.12383548020185364,0.018206314115395434,0.23211312079668983,Other_Faults,Z_Scratch
0,6,0,226,0.21636182127213052,0.03173278108669938,0.057747331659187606,0.35349490168116376,0.09466315274554739,0.03401706177704884,0.21198294977822243,Other_Faults,Z_Scratch
0,6,0,208,0.18419609528340222,0.033297427541781104,0.12438469432226584,0.3314733104385171,0.09418150273814764,0.02424021771670583,0.2082267519591803,Other_Faults,Z_Scratch
0,6,0,284,0.22888011640171807,0.024567190773217673,0.10954119668069046,0.39445571882647856,0.049165315493911683,0.05287550864545511,0.14051495317852844,Other_Faults,Z_Scratch
0,6,0,240,0.3353349889709487,0.025870238344144987,0.049647968679518116,0.3454352193457567,0.06929664726000424,0.044910156602946096,0.1295047807966811,Other_Faults,Z_Scratch
0,6,0,250,0.27278813577077726,0.022316467099003763,0.0956416069869152,0.33784132557974783,0.0514046512173078,0.04906747417326966,0.17094033917297857,Other_Faults,Z_Scratch
0,6,0,204,0.16508218225956883,0.02775961715097733,0.10536198750103071,0.31410090273957725,0.09667924380984856,0.018516783170744063,0.2724992833682533,Other_Faults,Z_Scratch
0,6,0,280,0.2602122721892332,0.024596263127114357,0.10693647019846873,0.35564266725394345,0.04953031005219187,0.05026760491310423,0.1528144122659442,Other_Faults,Z_Scratch
0,6,0,276,0.2064654215986206,0.02358135368423535,0.21226964416780633,0.300933590990933,0.05108814258394164,0.027970557695258257,0.17769128927920474,Other_Faults,Z_Scratch
0,6,0,185,0.22931323312316249,0.028934142990136687,0.10834834365562823,0.3462497836368151,0.0730063829400739,0.02778017268578848,0.18636794096839518,Other_Faults,Z_Scratch
0,6,0,309,0.1761351213258376,0.032882313471616735,0.14188260066209554,0.32028365768174377,0.09171085245945247,0.02279412674892574,0.21431132765032798,Other_Faults,Z_Scratch
0,6,0,290,0.23842806219936477,0.025958098008853393,0.11238232899504477,0.31457870531349064,0.07080512599582396,0.031020357484083553,0.20682732200333895,Other_Faults,Z_Scratch
0,6,0,282,0.232671825073699,0.0260941898011653,0.06355578592333584,0.3035370991765133,0.09357200343311645,0.02726314542089218,0.2533059511712779,Other_Faults,Z_Scratch
0,6,0,248,0.27099805591409565,0.023328401277360942,0.07885728691887142,0.3392687381154311,0.05396129057508353,0.042267515508544705,0.19131871169061263,Other_Faults,Z_Scratch
0,6,0,334,0.1114536754330185,0.026259309828407743,0.3352064096832174,0.3497182509961478,0.04350535668808253,0.03792904736721951,0.09592795000390653,Other_Faults,Z_Scratch
0,6,0,242,0.25396682780001295,0.02353408763902589,0.09584194171419272,0.35573318260572473,0.05026007644656198,0.04270650163876901,0.17795738215571272,Other_Faults,Z_Scratch
0,6,0,295,0.2238753201867359,0.025181688592635792,0.13660607079783,0.35296208714342664,0.05136098716490574,0.043824822204204604,0.16618902391026125,Other_Faults,Z_Scratch
0,6,0,299,0.27981845627589713,0.02554871834408655,0.07069570406993385,0.31705758334111983,0.07455912342157918,0.03893476911301884,0.1933856454343647,Other_Faults,Z_Scratch
0,6,0,322,0.2551389151584903,0.021075825066605616,0.11216776128745685,0.30623082153522824,0.0618503593693293,0.03274766151461486,0.21078865606827485,Other_Faults,Z_Scratch
0,6,0,765,0.2742285899867673,0.02619811870746059,0.062095100568582764,0.4114407137966428,0.0726503529331779,0.08395122129449774,0.06943590271287094,Other_Faults,Stains
0,6,0,774,0.23196390544282652,0.02770796645692285,0.09978432713567364,0.41737231404192054,0.06099634691686505,0.08584882378577255,0.07632631622001884,Other_Faults,Stains
0,6,0,747,0.3010714649950573,0.02763882800536068,0.07503601856993418,0.37500889772780405,0.06748120812830892,0.08450918352202572,0.06925439905150907,Other_Faults,Stains
0,6,0,801,0.2872979903437726,0.028214237113165352,0.08979243538056439,0.3775944084206541,0.06631287022514858,0.08772623865198984,0.06306181986470501,Other_Faults,Stains
0,6,0,739,0.22582739793788478,0.025465212019761485,0.07253562454105304,0.4638810394862729,0.047193956973705375,0.051106640389639954,0.11399012865168263,Other_Faults,Stains
0,6,0,792,0.268217880560973,0.027601014748646957,0.08182663567730111,0.41025045730508203,0.05803608753699714,0.0858993596818089,0.06816856448919087,Other_Faults,Stains
0,6,0,770,0.1874231159708823,0.026381108837353805,0.1270966847131437,0.438678533142349,0.05145195069455344,0.07721178388208451,0.09175682275963322,Other_Faults,Stains
0,7,0,907,0.30900640513671745,0.026738005783075277,0.1259225151003758,0.32227363589692604,0.0827408226865012,0.025726031249238706,0.1075925841471655,Other_Faults,Bumps
0,7,0,1205,0.2838368261424116,0.026664668251010555,0.1026684177868206,0.3695072478722229,0.05922260316767972,0.03752111810441262,0.12057911867544185,Other_Faults,Bumps
0,7,0,1074,0.37771403272698273,0.032953386665347875,0.08031795376500299,0.3176023491303815,0.07835736769480715,0.05472163462946279,0.058333275388015006,Bumps,Bumps
0,7,0,939,0.3008888227045373,0.025110337341519483,0.0650368000720844,0.3154812898388249,0.10282710033223325,0.031135605909193682,0.159520043801607,Other_Faults,Bumps
0,7,0,1173,0.3840298220852302,0.02268422607476869,0.05063565311429735,0.348674472705554,0.07797471398702974,0.040352410348942096,0.07564870168417785,Bumps,Bumps
0,7,0,1247,0.3272235947516773,0.033625791551383,0.09619084839675658,0.3342290782636041,0.0856465142091972,0.051557571072279304,0.07152660175510246,Other_Faults,Bumps
0,7,0,1092,0.24158098786167093,0.026923625810112733,0.07493367179575679,0.4587763934095807,0.07734674003078502,0.05407960190232421,0.06635897918976968,Other_Faults,Bumps
0,7,0,932,0.35437598445874763,0.0251009452041041,0.04721262109182969,0.3454221872382139,0.08997913778206282,0.04016576504347788,0.09774335918156409,Bumps,Bumps
0,7,0,1153,0.18845814830659197,0.028626959055252147,0.1801128194027215,0.37687936653516035,0.06739662129436695,0.022585102093068656,0.13594098331283835,Other_Faults,Bumps
0,7,0,1087,0.23894944687298872,0.028706701736589686,0.11682933639143309,0.3676164497116713,0.08385623531107875,0.059337613136244256,0.10470421683999424,Other_Faults,Bumps
0,7,0,1229,0.2793514005038443,0.028255957782520442,0.10538907353160169,0.3801577519945375,0.05321434819996727,0.037901252408010344,0.11573021557951842,Other_Faults,Bumps
0,7,0,1254,0.19624387668338603,0.03274998718822135,0.09452549182986424,0.34269425263798725,0.09362448172513636,0.03347899010664959,0.20668291982875514,Other_Faults,Bumps
0,7,0,1218,0.30617368892316077,0.025897667135619237,0.08010764235416033,0.3643030447801233,0.058442130470908696,0.038409445805225234,0.12666638053080248,Other_Faults,Bumps
0,7,0,980,0.2674534966889741,0.03539213474040673,0.0908694348362913,0.3710158741737284,0.0995859381793308,0.05230942144787714,0.08337369993339157,Other_Faults,Bumps
0,7,0,1263,0.2310019129973364,0.030022223935412706,0.08828176872586041,0.372060449440434,0.09881169790217274,0.022544661828578772,0.15727728517020495,Other_Faults,Bumps
0,7,0,1259,0.28609285106581617,0.024110551303521317,0.05883486772244017,0.3650867920550528,0.0806677104466766,0.031110227299485742,0.15409700010700728,Other_Faults,Bumps
0,7,0,1001,0.36714318875255025,0.021262194129812943,0.03862755859583857,0.3718038832013898,0.06684207036751022,0.04516072422947927,0.08916038072341889,Other_Faults,Bumps
0,7,0,1134,0.12891029872256612,0.03191587940088428,0.3322976610432409,0.32286951545193626,0.06797321057635475,0.028817017225597538,0.08721641757942024,K_Scratch,Bumps
0,7,0,869,0.12340109688942807,0.03066828197727687,0.11832096711686833,0.49851421177970157,0.11012540782944924,0.029291361907512605,0.08967867249976325,Other_Faults,Bumps
0,7,0,1072,0.3305758717031768,0.02499158929097147,0.07007474884511128,0.34647341870156917,0.055814903054924224,0.05093651230689113,0.12113295609735591,Other_Faults,Bumps
0,7,0,884,0.2997547806785826,0.02988426224085862,0.07994065149764719,0.31881823425378275,0.08610191772130238,0.03847633538501825,0.14702381822280833,Other_Faults,Bumps
0,7,0,1138,0.1281319735408502,0.038219779151247225,0.18947752867938508,0.34562207492244856,0.11717765733682063,0.032726597841125464,0.14864438852812267,Other_Faults,Bumps
0,7,0,1023,0.36558269378512526,0.026647606375605495,0.03337536105183055,0.3560971020223923,0.09272916304305091,0.03511836803670605,0.09044970568528943,Bumps,Bumps
0,7,0,1210,0.3108537874469077,0.027039211870341612,0.07487890255424968,0.3638601091997126,0.06896086015939859,0.042301746839627175,0.1121053819297626,Other_Faults,Bumps
0,7,0,1149,0.30304265719360035,0.0246300641117289,0.07417389756458899,0.41008408802944385,0.0741839448526033,0.035335427339293894,0.07854992090874062,Other_Faults,Bumps
0,7,0,1058,0.36034008000092693,0.023772367172199292,0.04671298327943835,0.3745573396355298,0.06683796146188759,0.04976051213443996,0.07801875631557804,Other_Faults,Bumps
0,7,0,1083,0.2195948831934674,0.03800179792556372,0.18387876233586783,0.34236085128938004,0.13798601407215416,0.025138261144816033,0.05303943003875096,Other_Faults,Bumps
0,7,0,872,0.27456078012644647,0.024999237009102032,0.06702923572243641,0.451754627602723,0.09580385219664306,0.04346827702539521,0.04238399031725381,Other_Faults,Bumps
0,7,0,1142,0.25577747193511247,0.0242764957864149,0.14037646976425122,0.39081899821562494,0.05850173438476818,0.033345001769611235,0.09690382814421722,Other_Faults,Bumps
0,7,0,1104,0.14641733913926097,0.03597472224096729,0.10067724493091895,0.500558395208666,0.0986950320873123,0.03463704161519676,0.08304022477767774,Other_Faults,Bumps
0,7,0,992,0.3861674806526341,0.025114527651515794,0.065487522380269,0.33855476203434365,0.07071223314092592,0.04213468939428767,0.07182878474602386,Bumps,Bumps
0,7,0,1209,0.3245319049493292,0.02630153564581149,0.0817459512186312,0.3482829199678933,0.06440172512509436,0.040257053217473526,0.11447890987576696,Other_Faults,Bumps
0,7,0,1211,0.2938096084130994,0.031063949789721358,0.061712214972700706,0.361296112644925,0.08566288691409904,0.03256499147695669,0.13389023578849782,Other_Faults,Bumps
0,7,0,957,0.4036272691197397,0.02423190244707324,0.05373613690589439,0.32720296085717515,0.07555648819748183,0.04402200004467829,0.07162324242795744,Bumps,Bumps
0,7,0,1194,0.2609645571826774,0.03214007405204107,0.08144894352907459,0.39665147548496676,0.08299712768503385,0.06391189254887605,0.08188592951733031,Other_Faults,Bumps
0,7,0,1059,0.3774977976383314,0.02367402117912841,0.055806660562008614,0.3470656336386365,0.07066615424616825,0.04050541205754777,0.08478432067817901,Bumps,Bumps
0,7,0,1111,0.14852217195840192,0.029334474401193016,0.15217452686335037,0.4898991450672323,0.056102022011347376,0.05699062349174844,0.06697703620672665,Other_Faults,Bumps
0,7,0,1201,0.2662476386048817,0.026826695289178217,0.09634860325869077,0.39088681404426256,0.052531932563747316,0.04308234610619353,0.12407597013304593,Other_Faults,Bumps
0,7,0,969,0.12749657497916259,0.027217860242005953,0.31767504875479957,0.37917899362466384,0.050910913354473904,0.038761038701526765,0.05875957034336745,Other_Faults,Bumps
0,7,0,1126,0.19172038970742555,0.03218220283541564,0.10815310863272891,0.4657278971425231,0.08823092951401554,0.03960731830014227,0.0743781538677489,Other_Faults,Bumps
0,7,0,1382,0.0461801111651073,0.012847269504346646,0.7813272197761236,0.09840987699043632,0.01610446596312895,0.010830191092175426,0.03430086550868188,K_Scratch,Other_Faults
0,7,0,1312,0.13573654252553793,0.038999669008976064,0.07243186789817684,0.48588951536923164,0.14335771190882884,0.028075834377489436,0.09550885891175916,Other_Faults,Other_Faults
0,7,0,1929,0.1571160356890572,0.028597667472538772,0.23100410248649345,0.3590363185251369,0.062187462467699274,0.051797634765446285,0.11026077859362807,Other_Faults,Other_Faults
0,7,0,1338,0.16657993735731633,0.03887149124501198,0.13937298267298556,0.3803317777777139,0.11670261495441082,0.038255130429526794,0.11988606556303462,Other_Faults,Other_Faults
0,7,0,1543,0.12418729539985202,0.03930906991412535,0.3100633870621103,0.3332359451288828,0.09335232773078019,0.022795908618219233,0.07705606614603008,Other_Faults,Other_Faults
0,7,0,1535,0.23222920961341684,0.03568915343319063,0.18695991749593144,0.31412047010579447,0.12708705463603095,0.015219106684386698,0.08869508803124888,Other_Faults,Other_Faults
0,7,0,1279,0.2999651342260497,0.030006880958360252,0.03152993993686521,0.3586486263432764,0.1433392529400365,0.022752078095595197,0.11375808749981664,Other_Faults,Other_Faults
0,7,0,1526,0.10619997964912291,0.03416753946311562,0.20599539675496434,0.3971545559820499,0.08190506104210735,0.03433053592903869,0.14024693117960121,Other_Faults,Other_Faults
0,7,0,1429,0.27991328764980133,0.03418035525876775,0.05652041907044049,0.358124496668165,0.09641866389685316,0.03261504117114367,0.14222773628482865,Other_Faults,Other_Faults
0,7,0,1866,0.2557835245292277,0.022568130029365863,0.11744536292641237,0.3887126234346832,0.06155975321299105,0.048381964804946935,0.10554864106237294,Other_Faults,Other_Faults
0,7,0,1501,0.11821378235394457,0.033260908647140104,0.0844901092473743,0.5269365998269813,0.13150541960479356,0.022201987016618623,0.08339119330314765,Other_Faults,Other_Faults
0,7,0,1520,0.23967501944044062,0.037070913585327825,0.06701488207463051,0.375208281606556,0.15873343709214707,0.036970254004348196,0.08532721219654965,Other_Faults,Other_Faults
0,7,0,1498,0.11151176867950165,0.03215430014892147,0.1016245530809355,0.5267596696147715,0.12038640627683078,0.02042774522339977,0.08713555697563918,Other_Faults,Other_Faults
0,7,0,1731,0.17805975360409712,0.030263141500033626,0.1539793854093869,0.37120183144061425,0.08619596345902938,0.04918464032254615,0.13111528426429245,Other_Faults,Other_Faults
0,7,0,1663,0.2442530262412792,0.02971991040869517,0.03110478427478603,0.4142105704800952,0.10899136909504185,0.02864842117918372,0.14307191832091898,Other_Faults,Other_Faults
0,7,0,1803,0.2515870409406802,0.022808520442303335,0.034983763993824434,0.48833046002949043,0.05888645597199954,0.03828508923898249,0.10511866938271963,Other_Faults,Other_Faults
0,7,0,1287,0.21145763359195052,0.04060293911295687,0.08083764644043527,0.41216375083250595,0.11533098098331836,0.05083278324310567,0.08877426579572739,Other_Faults,Other_Faults
0,7,0,1770,0.2216733261918126,0.03159591799424856,0.1383914569910436,0.408149843398965,0.0748077637316753,0.051626363493684296,0.07375532819857071,Other_Faults,Other_Faults
0,7,0,1611,0.3469069685611429,0.030278486356213438,0.04246314214909814,0.3545278394166445,0.1012753012072934,0.03245759350484083,0.09209066880476675,Other_Faults,Other_Faults
0,7,0,1760,0.23786081934673872,0.032665856207758366,0.06398560870453456,0.324811607668269,0.10309615560396573,0.03353735513300241,0.20404259733573124,Other_Faults,Other_Faults
0,7,0,1673,0.18245072478686924,0.04651379270542771,0.07865564511087006,0.40520027665571795,0.15945035337429184,0.038164042695712344,0.08956516467111092,Other_Faults,Other_Faults
0,7,0,1397,0.2257341308632403,0.03196832149998103,0.15047813899212986,0.37443830542477163,0.11792214511428287,0.033113102728740226,0.06634585537685406,Other_Faults,Other_Faults
0,7,0,1739,0.35077972635018384,0.02609413111736519,0.03400938349054264,0.358724281355755,0.10862387366235898,0.027525413628026428,0.09424319039576806,Other_Faults,Other_Faults
0,7,0,1892,0.240733989644047,0.022521891205371868,0.10038794984673038,0.4149755731048021,0.053557877622571796,0.04497466083429772,0.1228480577421792,Other_Faults,Other_Faults
0,7,0,1702,0.09760293496811791,0.033974675318981504,0.1313025789487326,0.47410263758491433,0.10433329035682902,0.02481926051711132,0.13386462230531337,Other_Faults,Other_Faults
0,7,0,1291,0.09663433918764375,0.03591518953011073,0.15294242739381486,0.45961573995138133,0.13476024309227055,0.022004005053730426,0.09812805579104832,Other_Faults,Other_Faults
0,7,0,1841,0.11828584408393751,0.027904086405090164,0.2048736285870021,0.5005239199292504,0.03553129116584716,0.0726332326828872,0.040247997145985585,Other_Faults,Other_Faults
0,7,0,1761,0.2974074939894034,0.026848030904852934,0.1394100920281352,0.32113952376945953,0.057291024446511796,0.03588717611999184,0.1220166587416452,Other_Faults,Other_Faults
0,7,0,1593,0.17601689645818397,0.03167618646406755,0.13785469105570633,0.4305177062164744,0.08746317951576499,0.03617907752387365,0.10029226276592913,Other_Faults,Other_Faults
0,7,0,1365,0.20857462628025558,0.02913879006016259,0.11740108158132566,0.47031111990934776,0.060781239502202065,0.06284003479201763,0.05095310787468866,Other_Faults,Other_Faults
0,7,0,1682,0.18388821888091178,0.03126787523734216,0.1261367309517037,0.3832885999800357,0.09045942338196432,0.051022080012975056,0.13393707155506726,Other_Faults,Other_Faults
0,7,0,1307,0.25884463277175745,0.030779908918516317,0.06468171279873335,0.3492583984425477,0.11789945482004634,0.028994404095769893,0.14954148815262885,Other_Faults,Other_Faults
0,7,0,1919,0.19315376583592425,0.02868918800699693,0.20125581511450244,0.3566018523872352,0.062098572483803516,0.05061937151791861,0.10758143465361901,Other_Faults,Other_Faults
0,7,0,1775,0.20206914617951685,0.029158737696039185,0.14401200210535514,0.41819916542947766,0.06630967912808994,0.05855758191055549,0.08169368755096566,Other_Faults,Other_Faults
0,7,0,1318,0.187607487662711,0.037205556846114034,0.1011134470347379,0.444362406302159,0.08618548130218384,0.05254250444722305,0.09098311640487117,Other_Faults,Other_Faults
0,7,0,1743,0.214205184071933,0.029512568098520268,0.1631373527393285,0.429098630641885,0.06381920292370957,0.0478554156731603,0.052371645851463394,Other_Faults,Other_Faults
0,7,0,1897,0.3007440140863822,0.026531853877279347,0.09388493332809622,0.40237610541540414,0.06913477409460023,0.028585012838897368,0.0787433063593406,Other_Faults,Other_Faults
0,7,0,1855,0.3270581451814429,0.027649822747744704,0.028080521637707734,0.34466304665752406,0.14822234840940213,0.024715760611506318,0.09961035475467225,Other_Faults,Other_Faults
0,7,0,1577,0.21875527431965627,0.03878042637729405,0.07186244978732256,0.3801781750296017,0.14098678496105224,0.020866107549347385,0.1285707819757257,Other_Faults,Other_Faults
0,7,0,1283,0.1837655613759276,0.03829625215626102,0.062362543608082306,0.4649511626727981,0.1349259792024776,0.03693884736314683,0.07875965362130649,Other_Faults,Other_Faults
0,7,0,1366,0.2687889310703307,0.025059019423261917,0.07981582008820821,0.40659238031556183,0.05005877106863624,0.04752257280206411,0.12216250523193697,Other_Faults,Other_Faults
0,7,0,1414,0.2963737943024246,0.02701031569516571,0.05179719511085208,0.3752350491949906,0.09639165012092461,0.03713927220218137,0.11605272337346084,Other_Faults,Other_Faults
0,7,0,1754,0.2440610147698124,0.0249671831108896,0.11016261459806717,0.35462954369781746,0.04959353991121758,0.04701360651695809,0.16957249739523772,Other_Faults,Other_Faults
0,7,0,1899,0.2145715609551778,0.025871315637523876,0.11702250559364805,0.48218895502783893,0.05754967428744879,0.030349365988686185,0.07244662250967637,Other_Faults,Other_Faults
0,7,0,1320,0.1702692145716778,0.04016271024679414,0.10986629458240864,0.4386841675747287,0.1041840617039624,0.04457281976565163,0.0922607315547767,Other_Faults,Other_Faults
0,7,0,1937,0.1351763684511263,0.02642514825037639,0.26697164844933957,0.36771178513922814,0.05431194341171179,0.048053783838698884,0.10134932245951898,Other_Faults,Other_Faults
0,7,0,1879,0.2708926723390293,0.026707938808125276,0.09783297134175607,0.3824499148678063,0.05358138779709899,0.04222810653449623,0.1263070083116878,Other_Faults,Other_Faults
0,7,0,1647,0.2279192569918797,0.029704819657884303,0.05793228202791207,0.45797036080634884,0.09253621129529997,0.05477059229315696,0.07916647692751802,Other_Faults,Other_Faults
0,7,0,1601,0.22028598206575986,0.03845143997143395,0.0861269748528264,0.3607207032751663,0.1202532818539312,0.023552587135790008,0.15060903084509228,Other_Faults,Other_Faults
0,7,0,1394,0.16333310376576304,0.028317027357049537,0.18844978554596367,0.44519796814691076,0.053583050393754994,0.057444120364624,0.0636749444259339,Other_Faults,Other_Faults
0,7,0,1881,0.21032354458333707,0.025253977021897054,0.11483596250372322,0.3896230777766957,0.047130910619820214,0.0482222710993087,0.16461025639521812,Other_Faults,Other_Faults
0,7,0,1585,0.2743406640627184,0.03548375176669977,0.038659430626534055,0.38983437964287254,0.13864626044283243,0.02324919370993383,0.09978631974840897,Other_Faults,Other_Faults
0,7,0,1510,0.2571918740699426,0.028785512105418857,0.09577575324322021,0.44138145317773303,0.07742620411438728,0.043231203265970256,0.05620800002332774,Other_Faults,Other_Faults
0,7,0,1519,0.27003288283591637,0.03322056060170377,0.08398558996906054,0.3631888528884962,0.13489612680478447,0.04164546909175809,0.07303051780828054,Other_Faults,Other_Faults
0,7,0,1309,0.300490232232757,0.026855013420760833,0.044290291183810455,0.37037585481582896,0.08669676386440277,0.04124085214801549,0.13005099233442446,Other_Faults,Other_Faults
0,7,0,1936,0.14583369487960735,0.028749762473335935,0.24835066481855897,0.37379146549735875,0.05788046580808009,0.050732031231473844,0.09466191529158516,Other_Faults,Other_Faults
0,7,0,1858,0.2710073672533559,0.023505033055581628,0.1266403276664958,0.4258304296834147,0.0605100100744616,0.046393231069633986,0.04611360119705638,Other_Faults,Other_Faults
0,7,0,1447,0.35026828056494497,0.022603099980144425,0.05970665814844111,0.37273131163996515,0.07554413228902584,0.03802716828948421,0.08111934908799409,Other_Faults,Other_Faults
0,7,0,1873,0.23430257013873737,0.02252270278016154,0.15053005566408872,0.39755718700022746,0.052934239818262944,0.046945697419503316,0.09520754717901875,Other_Faults,Other_Faults
0,7,0,1920,0.1191748026261961,0.027523414865603824,0.2884072676772581,0.3800570302777953,0.046842913070124025,0.04570734634009904,0.09228722514292365,Other_Faults,Other_Faults
0,7,0,1902,0.2753138112035473,0.02356947845747029,0.05785207477188549,0.4746752304592882,0.055273096972012985,0.04707831604840555,0.06623799208739019,Other_Faults,Other_Faults
0,7,0,1297,0.16264836345013234,0.028285695862719812,0.08416136181131802,0.48579827735388403,0.1103471014456522,0.03792607057283189,0.09083312950346165,Other_Faults,Other_Faults
0,7,0,1938,0.13996724758596385,0.026711902177230986,0.2683731260649653,0.3652966544272797,0.05595238124810089,0.05105782942192962,0.09264085907452967,Other_Faults,Other_Faults
0,7,0,1302,0.1498981197155157,0.030358308657479457,0.1103808990282858,0.4589531134531856,0.13088475995386473,0.03041161965791901,0.0891131795337497,Other_Faults,Other_Faults
0,7,0,1618,0.2938720391388524,0.021927367240326998,0.09465610367227044,0.3447085402577729,0.06591365663798636,0.04390945642449305,0.13501283662829777,Other_Faults,Other_Faults
0,7,0,1800,0.2237976421598326,0.022076956616547124,0.0444275920136271,0.5135974128689157,0.05949114568572001,0.03702212756592136,0.09958712308943603,Other_Faults,Other_Faults
0,7,0,1758,0.23124724024838392,0.02315304618111264,0.11387067573958906,0.3549206981666603,0.054190218582038936,0.042404258175024245,0.1802138629071909,Other_Faults,Other_Faults
0,7,0,854,0.1615953921587209,0.04682672898597618,0.11345008642535084,0.4037283188583054,0.1512651756779649,0.030213288426281126,0.09292100946740076,Other_Faults,Dirtiness
0,7,0,858,0.20663099507937238,0.040287967043051334,0.06821537821878682,0.42910553636654136,0.12177376348347248,0.04565056881329575,0.08833579099547993,Other_Faults,Dirtiness
0,7,0,818,0.18239598157199052,0.04451924913785243,0.07947083117355691,0.4055690126419224,0.15455214899291833,0.040462539535352275,0.09303023694640712,Other_Faults,Dirtiness
0,7,0,836,0.38236176564947805,0.026810605205852746,0.05547259457064871,0.35774595354959393,0.07209594832320179,0.04067210420606459,0.06484102849516031,Bumps,Dirtiness
0,7,0,859,0.20504938237460532,0.04080696368211425,0.06148235617135886,0.4331339277450711,0.12285828583080576,0.04675986617691483,0.08990921801912992,Other_Faults,Dirtiness
0,7,0,826,0.20319143604454426,0.04006610205261936,0.07085200084780374,0.4199484394205385,0.12829506955071968,0.047539030763334995,0.09010792132043957,Other_Faults,Dirtiness
0,7,0,635,0.07597498117803035,0.019815748511755892,0.5768517470557687,0.19531981834307208,0.044103648890608874,0.02189165770970049,0.06604239831106379,K_Scratch,K_Scratch
0,7,0,649,0.08097635367870332,0.020111008195409563,0.5649906902241202,0.1996519404317219,0.04549080761169003,0.022973791195837066,0.0658054086625181,K_Scratch,K_Scratch
0,7,0,548,0.07786481527727242,0.020413816616720155,0.5190692805507819,0.23475113270272863,0.04556246912261507,0.02531758190539512,0.07702090382448656,K_Scratch,K_Scratch
0,7,0,357,0.20096214068128498,0.03046031953683136,0.1502540118958877,0.4364155495057594,0.04794358154420433,0.09035335812806877,0.043611038707963394,Other_Faults,K_Scratch
0,7,0,429,0.05875636437906466,0.01822628633026373,0.6732507075221437,0.13713635904223104,0.036082483268780954,0.016377162406977865,0.060170637050537885,K_Scratch,K_Scratch
0,7,0,570,0.0754907621909843,0.01953607149655372,0.5586945890526024,0.20953314424892855,0.04514799426782526,0.02376574593492401,0.06783169280818177,K_Scratch,K_Scratch
0,7,0,363,0.2374824110567743,0.03542636273208915,0.08980126974967324,0.4251368270221618,0.08037302254151661,0.07964836650774837,0.05213174039003656,Other_Faults,K_Scratch
0,7,0,382,0.17459709161984072,0.029169136068316847,0.29674558209381474,0.3183473648538905,0.07532143777357678,0.03150663887334866,0.07431274871721186,Other_Faults,K_Scratch
0,7,0,463,0.06872419092772636,0.02049405194878708,0.636741861673622,0.14539464520958115,0.047219139367396,0.015274675631723205,0.06615143524116433,K_Scratch,K_Scratch
0,7,0,537,0.07855599446772261,0.020370123195909615,0.5256676030026506,0.22773324307381,0.04738192336310809,0.025502102146191596,0.07478901075060751,K_Scratch,K_Scratch
0,7,0,482,0.06846076633648235,0.020719600875261403,0.638306570431082,0.14362982226179966,0.04814150971989358,0.015041108756866553,0.06570062161861442,K_Scratch,K_Scratch
0,7,0,605,0.10646113389665196,0.025083948581495524,0.4061692905907563,0.28696260725591727,0.0428982291914083,0.03012445694906251,0.10230033353470815,K_Scratch,K_Scratch
0,7,0,736,0.11901468528645247,0.025354479349312672,0.49565001769281564,0.21457166883957884,0.06804426602230478,0.016882638729995986,0.060482244079539706,K_Scratch,K_Scratch
0,7,0,539,0.0894769259347197,0.03191716341959115,0.35098481550431526,0.3125279133622779,0.07175242720496847,0.025873277112611854,0.11746747746151567,K_Scratch,K_Scratch
0,7,0,696,0.07650279126063228,0.02063910275664291,0.5789214290339878,0.1920479229585008,0.044046959361468824,0.020686201879742766,0.06715559274902459,K_Scratch,K_Scratch
0,7,0,532,0.07252726543612638,0.02041433666786898,0.5395238661578821,0.22270067802285504,0.04414660601791999,0.02403073178061348,0.07665651591673422,K_Scratch,K_Scratch
0,7,0,545,0.08528193588537253,0.020708731798125567,0.4970480226300147,0.2443214800467017,0.04768128627007719,0.027145523375653555,0.07781301999405478,K_Scratch,K_Scratch
0,7,0,529,0.07659326633978743,0.02122016964307035,0.5764327711491597,0.19484023528526764,0.04327921995989746,0.02038649099956396,0.06724784662325338,K_Scratch,K_Scratch
0,7,0,715,0.12649378322946214,0.024252391097593317,0.4995276011210351,0.20961314241291507,0.054423057838064705,0.024301490184750224,0.061388534116179436,K_Scratch,K_Scratch
0,7,0,666,0.11052569571857437,0.03127204515774872,0.3570284482708385,0.2991014365567854,0.06678980596815767,0.02604177351668779,0.10924079481120763,K_Scratch,K_Scratch
0,7,0,366,0.1884729168884741,0.028435524796040574,0.19460150584678976,0.3568917392322522,0.07780261177903809,0.059947258596593014,0.0938484428608123,Other_Faults,K_Scratch
0,7,0,349,0.2259681361245799,0.03432076805408582,0.10111402187940052,0.43510326458726173,0.07120191362042923,0.08211441638841205,0.050177479345830805,Other_Faults,K_Scratch
0,7,0,538,0.07384085748246022,0.019990428442481372,0.5387885450098826,0.2244124163991169,0.044875036535765224,0.024310190722267266,0.07378252540802646,K_Scratch,K_Scratch
0,7,0,609,0.07378623791061405,0.019939099351828558,0.5649323614358085,0.20463944665882133,0.04328439715826202,0.021829506115376093,0.07158895136928946,K_Scratch,K_Scratch
0,7,0,640,0.0748835477281524,0.020140977342092244,0.5774760384596366,0.19490151221914043,0.04431439408644216,0.021527199204434945,0.06675633096010108,K_Scratch,K_Scratch
0,7,0,423,0.054795713309868516,0.01782868313634103,0.6972383543767411,0.1242636923399344,0.03654315810095001,0.01575491593085798,0.053575482805307106,K_Scratch,K_Scratch
0,7,0,553,0.08649084392077752,0.02102698096293867,0.4966759479640191,0.24176901774447015,0.04898428138149352,0.02700557625690305,0.07804735176939795,K_Scratch,K_Scratch
0,7,0,470,0.07120821135973829,0.02040455429020254,0.6363002271166096,0.1432333676042818,0.048131664685387175,0.015344021487085871,0.06537795345669477,K_Scratch,K_Scratch
0,7,0,504,0.0829234972755836,0.02076326757479462,0.5473566983887965,0.21177788082904825,0.047402588579898104,0.022621722278389343,0.0671543450734896,K_Scratch,K_Scratch
0,7,0,565,0.07417238002258857,0.019862102946035267,0.5566193151111481,0.21152709531388741,0.04287480325055723,0.023481055850921174,0.07146324750486228,K_Scratch,K_Scratch
0,7,0,589,0.10558856193873155,0.02758814749596313,0.374583115068247,0.2998713344033807,0.05532820483496761,0.027465509452104145,0.10957512680660605,K_Scratch,K_Scratch
0,7,0,546,0.08178677487942361,0.020735559057479584,0.5079426356250303,0.23865894383065606,0.047178834791966294,0.026099241723697954,0.0775980100917463,K_Scratch,K_Scratch
0,7,0,498,0.06773520862512093,0.020605965980931895,0.6351267455897425,0.14975355608961488,0.04392057512448481,0.015036304058496573,0.06782164453160822,K_Scratch,K_Scratch
0,7,0,477,0.06806082222148674,0.0190118898677323,0.6488915195824854,0.14492714346794827,0.039409240828603635,0.017045681281729126,0.0626537027500147,K_Scratch,K_Scratch
0,7,0,371,0.24499234300671946,0.03212536735243171,0.10434700262215867,0.41884597798454787,0.06881604162533055,0.07630247448746312,0.0545707929213487,Other_Faults,K_Scratch
0,7,0,436,0.11432072525100259,0.03104883333209165,0.3058337675581333,0.3275707250393457,0.07295405726075145,0.029288261558731953,0.1189836299999434,Other_Faults,K_Scratch
0,7,0,689,0.07855090622480423,0.020545415107072605,0.5712016166994698,0.194484883529084,0.04486818870282674,0.021154144845018524,0.06919484489172414,K_Scratch,K_Scratch
0,7,0,716,0.12405485548768944,0.024568170918135113,0.4990086460897757,0.21288270887941962,0.05337599067082535,0.023902291429559578,0.062207336524595105,K_Scratch,K_Scratch
0,7,0,481,0.06994389271783642,0.020592712757315192,0.6314395787093035,0.14784348266833025,0.047260636423521324,0.015295646814888885,0.06762404990880443,K_Scratch,K_Scratch
0,7,0,69,0.37426146518905834,0.02380718626093225,0.03026446199618918,0.3537822391906064,0.10072975271780575,0.03186840847942027,0.08528648616598794,Bumps,Pastry
0,7,0,91,0.12157822711947032,0.03560463226834063,0.22695878280237416,0.30973352222997214,0.13402445271856406,0.027653176020295316,0.1444472068409833,Other_Faults,Pastry
0,7,0,84,0.16774515924634564,0.027111454504495883,0.10402422146065976,0.43164908924346973,0.09906858930046315,0.03773780017439618,0.1326636860701697,Other_Faults,Pastry
0,7,0,100,0.2851899814223721,0.03160818825904948,0.05062822028157397,0.4268920121845905,0.10574849761604924,0.049682161634211915,0.05025093860215288,Other_Faults,Pastry
0,7,0,25,0.2430875670525521,0.03411917105984912,0.08909029679571001,0.37815346395187377,0.137919698927069,0.044451127553330104,0.0731786746596159,Other_Faults,Pastry
0,7,0,156,0.22581142376947902,0.03266409983205004,0.09511873541316117,0.322487784799363,0.1032137777198158,0.03545622804413843,0.1852479504219924,Other_Faults,Pastry
0,7,0,102,0.1853488825050236,0.03124783610145214,0.13121610358595237,0.3961515965385665,0.1287230739732934,0.03215818007912213,0.09515432721658992,Other_Faults,Pastry
0,7,0,114,0.18468554216816382,0.03850038409326841,0.06202574846317442,0.4010319861478838,0.2209090065424187,0.02168226495281987,0.07116506763227111,Other_Faults,Pastry
0,7,0,119,0.1708780989933149,0.040382103634354405,0.09280111503934382,0.4397202829102043,0.16969470473668555,0.024836956295633494,0.061686738390463486,Other_Faults,Pastry
0,7,0,64,0.3556696045981128,0.023830433122372794,0.035547761704231545,0.38346321094222563,0.08105281496089402,0.04029931452669754,0.08013686014546546,Other_Faults,Pastry
0,7,0,129,0.17774977410159798,0.03452049656375789,0.11841817346823279,0.37544203621041977,0.15877820056679776,0.030805148460696378,0.10428617062849754,Other_Faults,Pastry
0,7,0,61,0.29299422250475987,0.028203003573582387,0.039720037375458185,0.39193005223225175,0.09204107019489491,0.04135538554071721,0.11375622857833564,Other_Faults,Pastry
0,7,0,130,0.2032701495199424,0.04004761820674929,0.06802074601167267,0.42951911263406956,0.17233525397404234,0.02902333105097414,0.05778378860254958,Other_Faults,Pastry
0,7,0,126,0.17858151729824503,0.04056694013191653,0.10324939264381734,0.42064528780592353,0.1745681994842458,0.02401443079687312,0.058374231838978635,Other_Faults,Pastry
0,7,0,72,0.3798679160706793,0.0341195359298379,0.03412425355529284,0.3113733418116754,0.11520683975409396,0.02466347911509515,0.10064463376332522,Bumps,Pastry
0,7,0,125,0.1730594855441727,0.040791755496230264,0.08154644909264128,0.4490157275336492,0.16461731412938505,0.02564738048639334,0.0653218877175283,Other_Faults,Pastry
0,7,0,209,0.10618772678762103,0.03265635286525758,0.2869904672031809,0.22702569507722306,0.11223097525959386,0.013100493669870027,0.22180828913725348,K_Scratch,Z_Scratch
0,7,0,173,0.2042441411676235,0.0318939370730089,0.057043854240207595,0.36352657456761295,0.09248534379880781,0.036940930141518814,0.21386521901122046,Other_Faults,Z_Scratch
0,7,0,216,0.17394879789949066,0.035540349569898516,0.14249465332619723,0.3110865495457488,0.11485061525423305,0.02232423843299883,0.19975479597143284,Other_Faults,Z_Scratch
0,7,0,169,0.1827121628528281,0.03207873292555743,0.09029665263912433,0.34777015288626717,0.09423091671040207,0.0293670310682879,0.2235443509175329,Other_Faults,Z_Scratch
0,7,0,198,0.31161471102354604,0.026295953064514828,0.05836755326944422,0.35725246379487796,0.06388751806421435,0.04021007382849147,0.14237172695491127,Other_Faults,Z_Scratch
0,7,0,294,0.25184802176159815,0.027811043796700772,0.10868058937011872,0.30272381725006237,0.08713333532352446,0.030386241100547783,0.19141695139744783,Other_Faults,Z_Scratch
0,7,0,179,0.28466250529665504,0.02733795661323589,0.06800568496463201,0.34901369791051107,0.0710647783338812,0.0370173769285101,0.16289799995257473,Other_Faults,Z_Scratch
0,7,0,223,0.18661974001048193,0.03011452365487838,0.1118117264957477,0.33039847781724124,0.0859519087330071,0.026201656412522534,0.22890196687612108,Other_Faults,Z_Scratch
0,7,0,287,0.25869434614642156,0.02343188536791707,0.11368375819707557,0.3153437890618489,0.059089920140692004,0.0410180081629852,0.18873829292305974,Other_Faults,Z_Scratch
0,7,0,279,0.26197423807056314,0.02564766097226294,0.07468800371404748,0.3075378923988463,0.07988190874720784,0.03479038392637141,0.2154799121707011,Other_Faults,Z_Scratch
0,7,0,191,0.29492877439312376,0.02551498122048932,0.07381448867065503,0.333932028281983,0.06269853128103402,0.04398111368306733,0.16513008246964747,Other_Faults,Z_Scratch
0,7,0,344,0.1875784542607761,0.03292265689746502,0.07324012733716574,0.49154274971309114,0.09288118388205896,0.04222664663748503,0.07960818127195804,Other_Faults,Z_Scratch
0,7,0,180,0.25438495810240397,0.020950621305275714,0.07974735690327422,0.32021315739109935,0.05612302925233521,0.039357150438194245,0.22922372660741727,Other_Faults,Z_Scratch
0,7,0,262,0.2521760015031092,0.023602446123221876,0.10158366935879114,0.3592742656540432,0.047286811779671624,0.04547494940868542,0.1706018561724775,Other_Faults,Z_Scratch
0,7,0,325,0.2900337850230332,0.023717297433735934,0.07118169598322632,0.27637539974728803,0.08467957824679442,0.031051602690563382,0.22296064087535863,Bumps,Z_Scratch
0,7,0,278,0.2168540240579772,0.0227441340046212,0.12855547291221817,0.36878108678890903,0.05099963853084778,0.04735358333506026,0.16471206037036631,Other_Faults,Z_Scratch
0,7,0,286,0.22144059868864818,0.025799525794057157,0.14328406595776336,0.35699302875677896,0.04916585698112631,0.04271576946637375,0.1606011543552523,Other_Faults,Z_Scratch
0,7,0,164,0.13506652257787982,0.03506585681462454,0.14490677603681962,0.3057070701901477,0.11398030607767194,0.018751843402218717,0.24652162490063767,Other_Faults,Z_Scratch
0,7,0,214,0.16242212315949756,0.03220318687751598,0.17396849738364353,0.2619585740878621,0.12449485098827053,0.017455902634329137,0.2274968648688811,Other_Faults,Z_Scratch
0,7,0,753,0.2497141189379138,0.02853246523431223,0.07793319984979222,0.4256778936683745,0.0621362310356573,0.08914959063727745,0.06685650063667241,Other_Faults,Stains
0,7,0,786,0.24676626220942294,0.029444568989263547,0.08306490400585405,0.4207846392831641,0.058920172795283346,0.075635676903313,0.08538377581369896,Other_Faults,Stains
0,7,0,780,0.27117040352784305,0.029630336071287934,0.07990416929322465,0.39934049061865795,0.07184791663291257,0.08234258297008575,0.06576410088598819,Other_Faults,Stains
0,7,0,755,0.21877374199255745,0.029018758346540816,0.0809368279504436,0.45786196380151123,0.06183216554932191,0.07964919612956824,0.07192734623005664,Other_Faults,Stains
0,7,0,756,0.253858003721911,0.028663821826866748,0.07271367857099627,0.42939167932086864,0.06543811514842318,0.0815897388023488,0.0683449626085853,Other_Faults,Stains
0,7,0,778,0.23711865722964845,0.027939201678948856,0.08644615816013347,0.43960683430908776,0.06055458876202734,0.07978931050437331,0.06854524935578095,Other_Faults,Stains
0,7,0,809,0.27868471532570355,0.027673710067434618,0.08567322270381375,0.3896057651290537,0.06580047697671443,0.0849513978338385,0.06761071196344155,Other_Faults,Stains
0,8,0,934,0.32886591792042225,0.024432705493357982,0.06652822190971659,0.37256115884828206,0.06796082837920962,0.04753538972682786,0.09211577772218359,Other_Faults,Bumps
0,8,0,981,0.2913670409730311,0.03386269596734463,0.08671328560427258,0.3625007356845032,0.09707731317397753,0.05664372115376325,0.07183520744310763,Other_Faults,Bumps
0,8,0,1178,0.27164161095104256,0.030738331093997314,0.08893856254390452,0.3765714853340557,0.09854237376627994,0.02865557937813271,0.10491205693258718,Other_Faults,Bumps
0,8,0,1078,0.24814591656513502,0.03637816510305665,0.0783609961786114,0.3931196626567776,0.10996674194355179,0.05752221926407947,0.07650629828878791,Other_Faults,Bumps
0,8,0,1062,0.3396207481946958,0.027994474709682846,0.03466340838905837,0.373256708313543,0.09675200458807001,0.03780916586503684,0.08990348993991301,Other_Faults,Bumps
0,8,0,1196,0.24822800476140008,0.0266858746444385,0.13737230069157735,0.3881407127646182,0.08007951091759706,0.045596210924500634,0.07389738529586827,Other_Faults,Bumps
0,8,0,1031,0.3614434946729455,0.02926798381768024,0.03859868644697237,0.33513918218943856,0.10149224534762902,0.03593208340496748,0.09812632412036675,Bumps,Bumps
0,8,0,895,0.3484501003851332,0.02558301856366806,0.036911863849726015,0.38311049833751976,0.07558393368297657,0.04193556119751997,0.08842502398345646,Other_Faults,Bumps
0,8,0,988,0.34075420567942255,0.02851934648565033,0.05547937311099952,0.3479293182510477,0.10202391782701907,0.03001178847523388,0.09528205017062702,Other_Faults,Bumps
0,8,0,936,0.34523672023595436,0.02940437303021933,0.037429325291207016,0.3607586463316378,0.10808223053036309,0.03605853919404389,0.08303016538657444,Other_Faults,Bumps
0,8,0,960,0.35517212374418317,0.02615008837244507,0.0788320576960467,0.30326923931586575,0.09771102283158042,0.029517669361501957,0.10934779867837677,Bumps,Bumps
0,8,0,1008,0.2563237054574444,0.032323393319506476,0.07423144330205148,0.37713286238818683,0.10388726332146372,0.02845674988544071,0.1276445823259064,Other_Faults,Bumps
0,8,0,985,0.2118300997821898,0.02505156907914384,0.13535205698516126,0.3755241087230383,0.04538010796845972,0.043102882261256324,0.16375917520075076,Other_Faults,Bumps
0,8,0,1017,0.3332256327547945,0.02724194267760123,0.05452801853196483,0.3536135941632291,0.11537487629936262,0.028592330141583352,0.0874236054314645,Other_Faults,Bumps
0,8,0,1159,0.22996707812057285,0.023289989410469135,0.1507840786684078,0.3702784683673624,0.05512529218528559,0.028917186630961062,0.14163790661694137,Other_Faults,Bumps
0,8,0,1043,0.25570741235329236,0.03146015778162226,0.06017701166637873,0.40214460239152183,0.09539033599179145,0.02989379859452967,0.12522668122086375,Other_Faults,Bumps
0,8,0,880,0.25431288465704877,0.0318124309078171,0.1128404371580493,0.36554066012959774,0.09554219983465985,0.05164939089432441,0.08830199641850282,Other_Faults,Bumps
0,8,0,1220,0.29849334782741116,0.026500381760374937,0.09860217438738764,0.3589446463453977,0.058289324605758364,0.034925549127502474,0.12424457594616772,Other_Faults,Bumps
0,8,0,1030,0.3319120429520604,0.02478265088802919,0.07287022226544408,0.36098745525653664,0.06755651778104341,0.04421926228763398,0.09767184856925237,Other_Faults,Bumps
0,8,0,1129,0.23311291703203604,0.02922582638537291,0.17128926413590556,0.3638431266473338,0.07630803962719943,0.05654037331596915,0.06968045285618293,Other_Faults,Bumps
0,8,0,891,0.3605311582889141,0.025290541789117674,0.03519406855121904,0.3673246172855281,0.0816967655735367,0.04138138188137633,0.08858146663030805,Other_Faults,Bumps
0,8,0,943,0.4092411624620043,0.023489767204834464,0.044985339078299644,0.3298605563456724,0.06965731776760416,0.04511846946051078,0.07764738768107428,Bumps,Bumps
0,8,0,1225,0.24573222364726854,0.029215258850339546,0.14072880577331537,0.38885399082369243,0.05547178053399341,0.034515513079300786,0.10548242729208986,Other_Faults,Bumps
0,8,0,909,0.403871471686125,0.022822564018947004,0.039688923388605524,0.33372316048715417,0.08579667884922704,0.038959506435907384,0.0751376951340339,Bumps,Bumps
0,8,0,1246,0.31532774940578095,0.03246862416493026,0.12372637180664343,0.32811678571884306,0.08154374088823164,0.05551238253072291,0.06330434548484785,Other_Faults,Bumps
0,8,0,974,0.226381577771814,0.04000748219248849,0.06751239996729157,0.384560696782598,0.14720130715675664,0.04902505687294801,0.08531147925610334,Other_Faults,Bumps
0,8,0,896,0.3577781242809854,0.025139572398824573,0.03590495135486537,0.3762021840218933,0.08164637111101279,0.04261721201198299,0.08071158482043556,Other_Faults,Bumps
0,8,0,967,0.25021712279875225,0.03535954025584065,0.09625608069230568,0.3873819646938304,0.09415245262258973,0.05478896091250675,0.08184387802417464,Other_Faults,Bumps
0,8,0,1197,0.2578963950394101,0.0257676767495778,0.08568557960388036,0.41055346681312166,0.05043861052594314,0.04583174555768922,0.12382652571037786,Other_Faults,Bumps
0,8,0,1112,0.13263550169811075,0.026879275857351514,0.21491403046484825,0.42404476551820247,0.05158549367567406,0.051680566585816906,0.09826036619999609,Other_Faults,Bumps
0,8,0,1067,0.32539122320252145,0.02633002869110869,0.042725396452077714,0.41586796590536135,0.06661444063060835,0.04504784178861394,0.07802310332970867,Other_Faults,Bumps
0,8,0,1075,0.34786997088071425,0.036039842741445796,0.11338079316910608,0.2680346392851912,0.10739039710455574,0.04574134286302742,0.08154301395595952,Bumps,Bumps
0,8,0,1256,0.28954482555788186,0.029964861403513787,0.050730872611868275,0.3547785796310366,0.10417210058410158,0.03283720965019203,0.1379715505614058,Other_Faults,Bumps
0,8,0,1265,0.2498150715419811,0.03417475182207318,0.03839705673313321,0.43269060134306675,0.0984977327011712,0.028070173931513866,0.11835461192706082,Other_Faults,Bumps
0,8,0,1107,0.20495809767503445,0.02748689269122045,0.08728901571312396,0.494245298130991,0.05776226038666888,0.06336852537960187,0.06488991002335938,Other_Faults,Bumps
0,8,0,1162,0.318891962452521,0.02581789421361645,0.07864959474958573,0.33277133335272135,0.09478760986896283,0.030072449087649066,0.11900915627494353,Other_Faults,Bumps
0,8,0,1056,0.31114166472641946,0.024191545764995145,0.08445963819921125,0.317158784617394,0.08328720624373757,0.03518473029197924,0.14457643015626337,Other_Faults,Bumps
0,8,0,1234,0.18517504349332328,0.024683565703385358,0.22464415859919967,0.3681199349205372,0.04369760532741468,0.03324579465926623,0.12043389729687354,Other_Faults,Bumps
0,8,0,929,0.29637875083263643,0.023680197582991544,0.09822961402504216,0.32675917293516926,0.08135036609165397,0.032914096006355475,0.14068780252615118,Other_Faults,Bumps
0,8,0,1200,0.19783454002464199,0.025556844547987085,0.14737140287382305,0.4131233090137147,0.040247493327434734,0.04047112015937322,0.1353952900530252,Other_Faults,Bumps
0,8,0,1751,0.17417320726546287,0.03324294363445885,0.13150187370174876,0.3198580764669154,0.10400901561518122,0.021156542095183833,0.2160583412210492,Other_Faults,Other_Faults
0,8,0,1857,0.25575592891632304,0.022699597218488174,0.12253289511277952,0.369187900468305,0.0711978232134922,0.047574588838352846,0.11105126623225922,Other_Faults,Other_Faults
0,8,0,1642,0.3221328561279789,0.04195877782048944,0.07565074891214141,0.31538342150391063,0.11711556289879516,0.04773556711674279,0.08002306561994166,Bumps,Other_Faults
0,8,0,1542,0.2070344482131477,0.03153178602382609,0.14289939189688622,0.43537764571074417,0.05849362355723254,0.06964879536735996,0.055014309230803325,Other_Faults,Other_Faults
0,8,0,1566,0.25514182684901815,0.030878033226785378,0.063133615435504,0.40452367763456304,0.09687335198004139,0.02966081071311134,0.11978868416097659,Other_Faults,Other_Faults
0,8,0,1514,0.281351403573064,0.04731250484208138,0.08164690705907604,0.3111551910746384,0.1696808992415207,0.033324811060805364,0.07552828314881414,Other_Faults,Other_Faults
0,8,0,1463,0.23669988457209082,0.028813580944984696,0.20892988782606492,0.31512061452551726,0.09582554347860882,0.03970147821630128,0.07490901043643228,Other_Faults,Other_Faults
0,8,0,1916,0.18550299262644956,0.029028486446577847,0.1546434919620406,0.4435086950836358,0.04845707465639616,0.06419852458285231,0.07466073464204774,Other_Faults,Other_Faults
0,8,0,1676,0.2550848055292047,0.02167397967972929,0.15164604084118177,0.30501799403342894,0.07074390830667056,0.017340429517651596,0.17849284209213315,Other_Faults,Other_Faults
0,8,0,1805,0.21049747782397302,0.023750777943005633,0.0462753143514833,0.5241876383808378,0.05044610331610811,0.03599332718576072,0.10884936099883157,Other_Faults,Other_Faults
0,8,0,1345,0.2480599995367448,0.02960540193826316,0.07169702975903743,0.4179257616946939,0.09956984217582712,0.055026342073527634,0.07811562282190583,Other_Faults,Other_Faults
0,8,0,1725,0.22103388110713476,0.035214501644411686,0.08067140796509717,0.40430723615558345,0.1293254433113846,0.04826647107750582,0.08118105873888254,Other_Faults,Other_Faults
0,8,0,1555,0.1823838417488711,0.045760197697075414,0.0646572879229068,0.4037533080530318,0.16931723307669883,0.04424354912398865,0.08988458237742745,Other_Faults,Other_Faults
0,8,0,1465,0.31821575947649056,0.025546943646026467,0.07286367538939992,0.3834749448082256,0.09067133364565376,0.05379655899638145,0.05543078403782229,Other_Faults,Other_Faults
0,8,0,1553,0.17539562457646185,0.04389850889976055,0.07578374310732064,0.42075173361123513,0.14938674749445352,0.04329655341970091,0.09148708889106741,Other_Faults,Other_Faults
0,8,0,1710,0.11411975387855518,0.04080845752869734,0.11472088970971345,0.5203111540441865,0.10626584438156508,0.025368697580529648,0.0784052028767527,Other_Faults,Other_Faults
0,8,0,1370,0.26168830717695973,0.02549417083789262,0.08020764786087047,0.4237276322593915,0.05631406273185665,0.050892026702156264,0.1016761524308727,Other_Faults,Other_Faults
0,8,0,1434,0.34904440250352425,0.022877972055655338,0.04020776552239823,0.4014993261249298,0.07418092954555532,0.04447902137618662,0.06771058287175037,Other_Faults,Other_Faults
0,8,0,1554,0.18972855891793933,0.04261433008417152,0.07083880531696254,0.40957466721324776,0.15063689709436337,0.04500558476214635,0.091601156611169,Other_Faults,Other_Faults
0,8,0,1907,0.12069574863577032,0.02594085115055638,0.23833151160101856,0.41524764645877016,0.04462525143065482,0.058480520951454534,0.0966784697717753,Other_Faults,Other_Faults
0,8,0,1406,0.3619009231644693,0.02284660457464242,0.04105043491419004,0.3694869736979479,0.08155296461526361,0.04112240455975219,0.08203969447373462,Other_Faults,Other_Faults
0,8,0,1600,0.16813045129575344,0.03574635811560994,0.12625353374237816,0.4364703733751104,0.1019018813905697,0.03730917332606073,0.0941882287545176,Other_Faults,Other_Faults
0,8,0,1591,0.28322271454256176,0.03838369807020156,0.1033862369644184,0.3391901251068793,0.122976341073137,0.04503362981427601,0.06780725442852599,Other_Faults,Other_Faults
0,8,0,1415,0.3113948865224275,0.02178742081159462,0.07088709510399288,0.37451532232052187,0.062048027406462584,0.05001953351617125,0.10934771431882917,Other_Faults,Other_Faults
0,8,0,1541,0.20864324672176704,0.030995419184234006,0.19506799422582738,0.3136035187512785,0.09414864652902975,0.040864220377094716,0.11667695421076847,Other_Faults,Other_Faults
0,8,0,1432,0.4134464909728108,0.023959301818073455,0.07594760801920375,0.28823336943171307,0.07929945630580282,0.03452355844278178,0.08459021500961446,Bumps,Other_Faults
0,8,0,1392,0.13376879076754147,0.026010448572254676,0.24324304461965535,0.4200371347346454,0.043389285377726294,0.05696130768392639,0.0765899882442505,Other_Faults,Other_Faults
0,8,0,1288,0.16312035169432698,0.031569211463929096,0.18547911026544406,0.3661401657955574,0.08555248420335514,0.04208304392880355,0.1260556326485837,Other_Faults,Other_Faults
0,8,0,1678,0.29467763252423934,0.022689351957300676,0.08243468850096976,0.35027587210740285,0.062459244047422396,0.04315640328431568,0.1443068075783493,Other_Faults,Other_Faults
0,8,0,1399,0.14312410495902952,0.032185265646802234,0.2662181343669295,0.4002450511029508,0.06826101668888111,0.028395949665888535,0.06157047756951816,Other_Faults,Other_Faults
0,8,0,1747,0.26205590936735496,0.024794277208098566,0.09403069115995431,0.450411420297409,0.05227498597239765,0.03575737189826596,0.08067534409651952,Other_Faults,Other_Faults
0,8,0,1461,0.22474742358514513,0.03544430276969699,0.10829773730861887,0.38189337989790334,0.11910654014005137,0.047007150934286826,0.08350346536429745,Other_Faults,Other_Faults
0,8,0,1762,0.11581594880919689,0.0373633094995994,0.17275579135490307,0.4171052228890546,0.10551004250643387,0.030467898176433576,0.12098178676437843,Other_Faults,Other_Faults
0,8,0,1459,0.27129423532118796,0.027608390150850093,0.09305861133923743,0.38562662408989545,0.0904055811215186,0.049589977886028376,0.08241658009128207,Other_Faults,Other_Faults
0,8,0,1635,0.3717659460056575,0.02387034435708857,0.03747488408654266,0.34496462590125654,0.10080054567993808,0.03514118801275619,0.0859824659567605,Bumps,Other_Faults
0,8,0,1540,0.20256030257138913,0.03135330118534871,0.1651447551392546,0.4253190417595267,0.05396595128215025,0.06382931331296067,0.057827334749369984,Other_Faults,Other_Faults
0,8,0,1451,0.2857866056840245,0.02547312561152038,0.06876164699400313,0.35613293369603305,0.08539549434508605,0.041923540666023065,0.13652665300330982,Other_Faults,Other_Faults
0,8,0,1928,0.16592534636496925,0.025905024033676994,0.1637611836556889,0.46700575371055575,0.06924797865746606,0.03941183311092566,0.06874288046671737,Other_Faults,Other_Faults
0,8,0,1692,0.08100487890932533,0.03540747301725029,0.18356823700292021,0.42960974673004076,0.11159984380908118,0.019882658719686558,0.13892716181169568,Other_Faults,Other_Faults
0,8,0,1705,0.11916987563487103,0.03661940834652449,0.1287789983869942,0.4989571135520606,0.0993201921486335,0.0263084769945034,0.09084593493641273,Other_Faults,Other_Faults
0,8,0,1720,0.22875444985814514,0.027181160713326758,0.17702212152777325,0.3745180578887219,0.071083377966462,0.05117185329205353,0.07026897875351763,Other_Faults,Other_Faults
0,8,0,1834,0.13658468992964615,0.030583616867196795,0.08988350098252361,0.5310645096871566,0.061635003618859034,0.06199111912006487,0.088257559794553,Other_Faults,Other_Faults
0,8,0,1416,0.3363328273062105,0.023189015596213176,0.041238031550279775,0.4085196397411482,0.06381961219826297,0.047524759077227016,0.07937611453065843,Other_Faults,Other_Faults
0,8,0,1820,0.20839612234831167,0.03879290439349166,0.0586029129479326,0.45769543779496363,0.132234067647471,0.038654141990060904,0.06562441287776853,Other_Faults,Other_Faults
0,8,0,1768,0.20281892687786054,0.03337250814615481,0.15551551445699366,0.4040364779232111,0.07488833107062978,0.04501995733600897,0.08434828418914105,Other_Faults,Other_Faults
0,8,0,1654,0.23233133913780382,0.02783181793543589,0.07276998352635358,0.47079294031691915,0.07079371781820258,0.05939931443001229,0.06608088683527272,Other_Faults,Other_Faults
0,8,0,1792,0.3513880015054996,0.024706126242360196,0.05007296650727295,0.3563572260648668,0.06894637838207937,0.04901299935651122,0.09951630194140978,Other_Faults,Other_Faults
0,8,0,1749,0.1512743257555191,0.027718148305914396,0.3301011785359863,0.3379945546959492,0.04758305168900185,0.02877548762161404,0.07655325339601493,Other_Faults,Other_Faults
0,8,0,1632,0.28626543803764515,0.024929152142320082,0.055598094682555804,0.4578162074322935,0.06153348421385468,0.04535360063788533,0.06850402285344556,Other_Faults,Other_Faults
0,8,0,1860,0.39852256308422157,0.023310010927870755,0.0386080469659023,0.3056717301608323,0.11619197070334493,0.02869347457368044,0.08900220358414761,Bumps,Other_Faults
0,8,0,1335,0.1662657878981832,0.038872361690645243,0.14241708899029443,0.3921557286842066,0.11115958644500794,0.03985174055857329,0.10927770573308924,Other_Faults,Other_Faults
0,8,0,1546,0.2971270507102531,0.030299789082462156,0.12093752521100005,0.33907180532191444,0.08732897164424448,0.053440024427092156,0.0717948336030337,Other_Faults,Other_Faults
0,8,0,1626,0.36820539207303526,0.025050246132782623,0.0446160548818143,0.3397724470030369,0.08170978706841268,0.04162236929807995,0.09902370354283832,Bumps,Other_Faults
0,8,0,1391,0.12971661921917815,0.025376653084682822,0.2809510334953034,0.3987479532084988,0.043683806672072216,0.05269765934719122,0.06882627497307331,Other_Faults,Other_Faults
0,8,0,1853,0.355399753580931,0.024633137699924694,0.02540074069057121,0.3387009656594865,0.13449981880226336,0.02996391423779705,0.0914016693290262,Bumps,Other_Faults
0,8,0,1609,0.3228608173777417,0.03091144582675895,0.03970256629894128,0.36569482465627134,0.1227094028254848,0.030282082322920057,0.08783886069188196,Other_Faults,Other_Faults
0,8,0,1298,0.15119156782370577,0.03101263899494107,0.09006084261060443,0.4718471637914597,0.13373339412271953,0.033099963552786694,0.08905442910378274,Other_Faults,Other_Faults
0,8,0,1870,0.2812892592751394,0.024667723923791306,0.14033056656460383,0.40066514630447264,0.06521986838604357,0.0433064082392037,0.04452102730674563,Other_Faults,Other_Faults
0,8,0,1374,0.2888183009568317,0.026707776167460954,0.05964019217807718,0.3964964674287712,0.06112215239269935,0.04889395407512377,0.1183211568010359,Other_Faults,Other_Faults
0,8,0,1393,0.200884336437932,0.030152978250070312,0.1555919614696982,0.4237429943033699,0.06134331519041068,0.06273424128551762,0.06555017306300141,Other_Faults,Other_Faults
0,8,0,1661,0.3339547730491996,0.02239070841302757,0.07770412086747396,0.345572828351439,0.06934783286340326,0.04439107333368973,0.10663866312176687,Other_Faults,Other_Faults
0,8,0,1292,0.1634054196167591,0.02782126531380559,0.08189630532199046,0.47083085291927257,0.11779334436527134,0.033978360409794905,0.10427445205310612,Other_Faults,Other_Faults
0,8,0,1456,0.25728958237403965,0.028752909227616513,0.08823505441297086,0.42313469809301285,0.07794676303381134,0.059326154274097966,0.06531483858445075,Other_Faults,Other_Faults
0,8,0,1771,0.1798278250691194,0.028820976962803925,0.21507625095723476,0.405698337447416,0.04836219224624476,0.048577929124908416,0.07363648819227273,Other_Faults,Other_Faults
0,8,0,1886,0.3155254874102559,0.02367189574135089,0.022520779986356522,0.4033138304271582,0.10216688129751292,0.028486395015521918,0.1043147301218437,Other_Faults,Other_Faults
0,8,0,1742,0.208729745800376,0.03187584258246696,0.17509486446800998,0.38487753551462955,0.08524651630468132,0.03608942704117857,0.07808606828865768,Other_Faults,Other_Faults
0,8,0,1787,0.214779472502401,0.029138553630876002,0.17372418835647124,0.3763015781662378,0.07427795938134593,0.05008535620322238,0.0816928917594456,Other_Faults,Other_Faults
0,8,0,853,0.14488687245651335,0.04720288946871988,0.1345635777843645,0.4188220831404095,0.13594809867799895,0.029117822818227612,0.0894586556537663,Other_Faults,Dirtiness
0,8,0,842,0.15622062258141464,0.04601872311553111,0.11477698310665245,0.4197559601332026,0.13971012791839774,0.03037472287857164,0.09314286026622982,Other_Faults,Dirtiness
0,8,0,865,0.2411216586452545,0.034306516937351574,0.07875283021691767,0.419225948561832,0.09024917145163013,0.05213053137148696,0.08421334281552717,Other_Faults,Dirtiness
0,8,0,822,0.17073720524956335,0.04556359882164744,0.08108856967510208,0.4113472597329164,0.1588923196643077,0.039874392851144407,0.09249665400531866,Other_Faults,Dirtiness
0,8,0,841,0.15649172412545803,0.045956903337501326,0.12110875279256761,0.41308447853657865,0.1416635446638095,0.029659547183585332,0.09203504936049944,Other_Faults,Dirtiness
0,8,0,820,0.17488498565678873,0.04389817440098441,0.08487788076162746,0.4156299458061496,0.14591740751353,0.04082391308411631,0.09396769277680367,Other_Faults,Dirtiness
0,8,0,505,0.08744125993636198,0.020374344863768462,0.5477805735692463,0.2107166033993658,0.046986533623646985,0.022839531558296253,0.06386115304931424,K_Scratch,K_Scratch
0,8,0,508,0.08362737467264335,0.020662016161245144,0.5543943095932509,0.20731755550311373,0.04515394703516999,0.02154321206674057,0.0673015849678362,K_Scratch,K_Scratch
0,8,0,585,0.10058180192768064,0.025434369301217202,0.4067234621360364,0.2916447644178662,0.04929330036751552,0.02595275328821545,0.10036954856146868,K_Scratch,K_Scratch
0,8,0,566,0.07810949882350514,0.019958101581299154,0.5502870274192427,0.21179891349449378,0.04318749192022202,0.022930932319114236,0.07372803444212295,K_Scratch,K_Scratch
0,8,0,571,0.11918363056323059,0.024418239799245792,0.273655377236299,0.395520112066287,0.044078288912439416,0.050194196035594094,0.09295015538690408,Other_Faults,K_Scratch
0,8,0,503,0.07042503120929922,0.02030397050965478,0.6286463698187109,0.15459095446276472,0.043834169793382456,0.014845305795184319,0.06735419841100362,K_Scratch,K_Scratch
0,8,0,488,0.07179146737052439,0.019986501966273787,0.6376986787484918,0.14505025108484615,0.04606622211971315,0.014928469178325994,0.06447840953182497,K_Scratch,K_Scratch
0,8,0,385,0.27023818937839694,0.02618674102235494,0.18023524522380244,0.30900320622835226,0.07938452894837048,0.05412611097248043,0.08082597822624268,Other_Faults,K_Scratch
0,8,0,426,0.05796348342819127,0.017119781576887576,0.698957766575727,0.12128541846481268,0.03492393530891419,0.015206850980354333,0.05454276366511328,K_Scratch,K_Scratch
0,8,0,356,0.1733289469009004,0.02966257518839662,0.16085513600680656,0.4567196599907219,0.03933574698213613,0.09353997636654884,0.04655795856448967,Other_Faults,K_Scratch
0,8,0,581,0.08033545074049693,0.019376323330575866,0.5583419041344978,0.2063707999306821,0.0450693029396211,0.02330611210043753,0.06720010682368856,K_Scratch,K_Scratch
0,8,0,551,0.08875100263821374,0.02086792448089199,0.48822723327958395,0.24955155522962016,0.04684409636955512,0.02695257258753733,0.07880561541459775,K_Scratch,K_Scratch
0,8,0,724,0.04733758339285225,0.016836902866134262,0.6873644539540513,0.1381109174903526,0.034340824696282475,0.01494890013599039,0.061060417464336776,K_Scratch,K_Scratch
0,8,0,598,0.07988471630775755,0.019599057544105316,0.5569190190427478,0.20709813716640138,0.0432891589663405,0.02237781089538251,0.07083210007726494,K_Scratch,K_Scratch
0,8,0,624,0.07791796475343579,0.0197322253135236,0.5709655872452879,0.19901381854461153,0.04349162419416002,0.02154627813046034,0.06733250181852068,K_Scratch,K_Scratch
0,8,0,439,0.06023142653609663,0.01865599829906484,0.6761852280481746,0.12904622455226297,0.04168546282363909,0.013651451193778176,0.060544208546983634,K_Scratch,K_Scratch
0,8,0,660,0.0790126447263866,0.02010672894529243,0.5707240768198141,0.1969955215779691,0.043591806872091264,0.021115449036615153,0.06845377202183135,K_Scratch,K_Scratch
0,8,0,453,0.06341220579051603,0.017940497806626182,0.6593690350951487,0.14721281526179464,0.03497428035487372,0.016453560702739768,0.06063760498830104,K_Scratch,K_Scratch
0,8,0,708,0.09045628943148092,0.021572978891688764,0.5619380115607409,0.19425843538750634,0.04661201156305366,0.02105525001359336,0.06410702315193621,K_Scratch,K_Scratch
0,8,0,459,0.07551942768496225,0.019516569777619206,0.6401837817707973,0.13971414237406599,0.047205930334799556,0.015460522604741348,0.06239962545301439,K_Scratch,K_Scratch
0,8,0,682,0.07508642434524078,0.02048202290163723,0.5800655393133769,0.19504367307884163,0.04157958313569588,0.020039223604554245,0.06770353362065341,K_Scratch,K_Scratch
0,8,0,623,0.0735432235868229,0.019534014636412942,0.5760957435925222,0.20133257318781506,0.04149734529197838,0.021083168357048265,0.06691393134740013,K_Scratch,K_Scratch
0,8,0,637,0.07696479705128072,0.020212229016115,0.5708346983495751,0.19900951626635027,0.04435943040099287,0.02128459937958896,0.06733472953609704,K_Scratch,K_Scratch
0,8,0,413,0.05431093412332596,0.016473953148015436,0.7236664946799088,0.10741678249499313,0.03335088095764822,0.014688161937592219,0.05009279265851624,K_Scratch,K_Scratch
0,8,0,693,0.0801472826746389,0.02064351388193654,0.5658937939021941,0.19974400826270802,0.044341546131259436,0.02096537650457155,0.06826447864269143,K_Scratch,K_Scratch
0,8,0,395,0.030319808699997328,0.014904197771313757,0.7720186366561238,0.10485946331941684,0.023528569437514434,0.012719890812627067,0.04164943330300683,K_Scratch,K_Scratch
0,8,0,729,0.11670234332298074,0.021392114420651823,0.4179288478334093,0.2903045695182877,0.05982421188993204,0.023710259305774355,0.07013765370896419,K_Scratch,K_Scratch
0,8,0,580,0.0795135888605366,0.019581348507923466,0.5499946870283695,0.21242525143038557,0.043612273011825166,0.023243583834108485,0.07162926732685126,K_Scratch,K_Scratch
0,8,0,586,0.07831192037800974,0.019398756159536512,0.5508581403207702,0.21482423773693243,0.042539698527931165,0.023116550788813046,0.07095069608800705,K_Scratch,K_Scratch
0,8,0,621,0.25538347862389205,0.028143063816181924,0.0709870935966136,0.3809814378950785,0.07432436744661833,0.10298808034820578,0.08719247827340988,Other_Faults,K_Scratch
0,8,0,632,0.112643175293967,0.02539575367091044,0.3991345300554198,0.2930422054188561,0.047071924215061955,0.03169573731121154,0.09101667403457313,K_Scratch,K_Scratch
0,8,0,430,0.0609822888909515,0.01730667812077679,0.6973240459262727,0.11961161204086758,0.036269231068313604,0.01562446469252088,0.05288167926029713,K_Scratch,K_Scratch
0,8,0,631,0.08343452414189875,0.019910900520943194,0.5568634243160778,0.20419136673697924,0.04435051519502903,0.022566939069505614,0.06868233001956632,K_Scratch,K_Scratch
0,8,0,685,0.08031866931463598,0.020250577496978665,0.5685384338122367,0.19973228471823634,0.04344409682755218,0.021293907524509284,0.06642203030585095,K_Scratch,K_Scratch
0,8,0,381,0.2729207240894442,0.03058561773270076,0.10791046900898837,0.3904135176654946,0.0622512693009665,0.08561689677013004,0.050301505432275566,Other_Faults,K_Scratch
0,8,0,362,0.15988063561730279,0.0344255397907478,0.13590723678303093,0.43996156298372063,0.07337487898514701,0.0725131798914145,0.0839369659486364,Other_Faults,K_Scratch
0,8,0,633,0.07817923865041795,0.02010288806643678,0.5648090547849709,0.20192755565625142,0.04366194146622237,0.021452574538761166,0.06986674683693939,K_Scratch,K_Scratch
0,8,0,526,0.08178252529493345,0.021996262312480464,0.5772535608098645,0.17819487749691118,0.04909054882474788,0.016361506971251678,0.07532071828981082,K_Scratch,K_Scratch
0,8,0,669,0.07743233682299319,0.020393055911555387,0.5708788683041232,0.20006653397778607,0.04371632554186786,0.021277142011557445,0.06623573743011689,K_Scratch,K_Scratch
0,8,0,19,0.19671155389251468,0.031014522462817426,0.059505696592930285,0.5073227562861062,0.12572551800341694,0.035134917471682896,0.04458503529053135,Other_Faults,Pastry
0,8,0,118,0.239517550044372,0.0330604063315315,0.06762872104634012,0.4373837732998619,0.11839940714962922,0.04370314689339833,0.060306995234866864,Other_Faults,Pastry
0,8,0,96,0.21952052354664883,0.03697455663222442,0.060502276074724894,0.4442464913200928,0.13560226235492565,0.04025131967927827,0.06290257039210502,Other_Faults,Pastry
0,8,0,30,0.22610174656853915,0.04007297975952005,0.08777059568577665,0.3868841197880476,0.1344891034555931,0.04761949886510136,0.07706195587742212,Other_Faults,Pastry
0,8,0,105,0.21686229272389573,0.02990546658708624,0.10055751243923688,0.40502321524579665,0.11654110719034218,0.04068419449354507,0.0904262113200973,Other_Faults,Pastry
0,8,0,134,0.3065723026482902,0.031740451778269806,0.0356543245210532,0.37793714548333757,0.11793149474680456,0.031044294072010415,0.09911998675023402,Other_Faults,Pastry
0,8,0,37,0.11880231799877713,0.03916184688244853,0.16747952394372043,0.3842713155070203,0.12579646373054465,0.0310046921000425,0.1334838398374465,Other_Faults,Pastry
0,8,0,31,0.15415297799760075,0.03568691154214424,0.2000718701292689,0.318690750589797,0.13636942222068169,0.02976260468419087,0.12526546283631662,Other_Faults,Pastry
0,8,0,10,0.15908301788725376,0.030997695702551425,0.13806300231972973,0.4304462298117448,0.13298929742133306,0.030570640911597852,0.07785011594578936,Other_Faults,Pastry
0,8,0,14,0.16565300672988817,0.03404524450155784,0.13356109272189612,0.4168997871375212,0.152185609573655,0.025051221100746732,0.07260403823473496,Other_Faults,Pastry
0,8,0,78,0.10603210008691237,0.04151424700145829,0.2762611203050186,0.29095201358638034,0.1449206698811619,0.021321366962457487,0.11899848217661099,Other_Faults,Pastry
0,8,0,62,0.34027719476697516,0.027992865419402803,0.045878726279084174,0.3457095745920988,0.08077231165174822,0.040865226380603206,0.11850410091008759,Other_Faults,Pastry
0,8,0,121,0.1960066417549092,0.036487566310760666,0.08091007119920736,0.4450768588078792,0.15240536354941864,0.028815611317191975,0.0602978870606329,Other_Faults,Pastry
0,8,0,5,0.1542916259121342,0.03902932492816526,0.15999619012072902,0.3683528931402136,0.1382044938673307,0.03244844401647076,0.10767702801495652,Other_Faults,Pastry
0,8,0,57,0.27381392574537344,0.031049939711090668,0.0414164325969896,0.4089258848696226,0.11499740006981476,0.02687352745637358,0.10292288955073532,Other_Faults,Pastry
0,8,0,12,0.13699273128332642,0.031919480788986127,0.14762873539639276,0.4488702279517981,0.12498244651062476,0.0310019136846884,0.0786044643841834,Other_Faults,Pastry
0,8,0,219,0.1687326734494486,0.03645555089784728,0.10974662774184545,0.35369797097255207,0.1085618888170665,0.02469427047211428,0.19811101764912584,Other_Faults,Z_Scratch
0,8,0,232,0.2685128946151929,0.02534166523835672,0.08566221719333712,0.3480140674290538,0.05529929967921368,0.045618210752738704,0.17155164509210716,Other_Faults,Z_Scratch
0,8,0,167,0.16090764288672052,0.03302335586245815,0.10951189816500094,0.3477178394224382,0.10310015182150882,0.024114925579693372,0.22162418626217992,Other_Faults,Z_Scratch
0,8,0,166,0.16895072590070023,0.026741360882716423,0.16857021571175468,0.34566388494334893,0.05960986747771994,0.026582665436971468,0.2038812796467882,Other_Faults,Z_Scratch
0,8,0,172,0.2379160171816474,0.026227300267147525,0.06893481340857664,0.32557257993843974,0.08645262142823269,0.037109729298575714,0.21778693847738015,Other_Faults,Z_Scratch
0,8,0,283,0.2798030275386992,0.02429815043266421,0.07936261098953777,0.3239676487898565,0.05920358791945739,0.044554687764553215,0.1888102865652319,Other_Faults,Z_Scratch
0,8,0,347,0.14171687281317388,0.04047435569663434,0.08141900462377077,0.48563696006511,0.13384142790805145,0.029401928771489543,0.08750945012176994,Other_Faults,Z_Scratch
0,8,0,229,0.19773408121469727,0.026685630681761677,0.11933418451402557,0.30255619104919373,0.08441269329120994,0.023681786742872545,0.24559543250623933,Other_Faults,Z_Scratch
0,8,0,247,0.21181837670088535,0.0305016010219505,0.11074901671988172,0.3122165566003726,0.10454578244860352,0.026440302131500226,0.20372836437680608,Other_Faults,Z_Scratch
0,8,0,163,0.22330801275891882,0.02351482918336093,0.10872652027346989,0.37499633030493973,0.04493249897257775,0.049440845202279246,0.17508096330445377,Other_Faults,Z_Scratch
0,8,0,158,0.3119661488980488,0.02631162232311989,0.06270713899178983,0.4231414396673896,0.06232678123308213,0.03985799308256052,0.07368887580400921,Other_Faults,Z_Scratch
0,8,0,178,0.19832491445752246,0.024926706740729165,0.1371002281661759,0.380100791331919,0.04757676483221815,0.04369168281972168,0.16827891165171383,Other_Faults,Z_Scratch
0,8,0,181,0.27129738213199306,0.023334908967487175,0.07069337324091111,0.2725978446779496,0.09119278443207145,0.032074864394004206,0.23880884215558343,Other_Faults,Z_Scratch
0,8,0,205,0.16372337183188718,0.03142647472843227,0.15776260948240164,0.35649114516174407,0.07590215819045465,0.023643711691513924,0.19105052891356625,Other_Faults,Z_Scratch
0,8,0,237,0.23841288427532065,0.028197560467485658,0.06027937064621345,0.3275965834004069,0.09381896798373525,0.03520379568761197,0.21649083753922604,Other_Faults,Z_Scratch
0,8,0,253,0.22239510013671251,0.026243233161282267,0.1383667077381938,0.3914484350787481,0.0456730720005545,0.03870448488477609,0.1371689669997327,Other_Faults,Z_Scratch
0,8,0,246,0.235635730758369,0.025658170311561083,0.13916675388854832,0.37205149106200275,0.047641619798501705,0.0362275903540001,0.14361864382701703,Other_Faults,Z_Scratch
0,8,0,269,0.17869844109032626,0.026001737880764726,0.2271113104322799,0.3653982166976665,0.040709515816124094,0.029495782935190687,0.13258499514764804,Other_Faults,Z_Scratch
0,8,0,312,0.24738529831787745,0.029370326417796477,0.11690716562282864,0.3156704751188213,0.08198757569403245,0.03585103721660462,0.17282812161203895,Other_Faults,Z_Scratch
0,8,0,795,0.21984413153273244,0.0297141964535925,0.08820669958422261,0.4500913236118389,0.06553548953462614,0.08230711403917104,0.0643010452438164,Other_Faults,Stains
0,8,0,788,0.2357213262743874,0.02894462254040721,0.08201588122814239,0.4052434712370313,0.07159047978833151,0.0718816209786844,0.10460259795301587,Other_Faults,Stains
0,8,0,746,0.243381791772351,0.033414658437546985,0.0563496330052166,0.4330229096296215,0.08397669788098518,0.07106331995515616,0.0787909893191226,Other_Faults,Stains
0,8,0,754,0.2871372255272256,0.02905352963650989,0.10270401088916437,0.36381755268511434,0.07115808691423682,0.06570244282224806,0.0804271515255008,Other_Faults,Stains
0,8,0,772,0.2046734024038233,0.0285305413821471,0.12989600696057413,0.4365371843204216,0.05251447245759467,0.06624325657890215,0.08160513589653705,Other_Faults,Stains
0,8,0,810,0.24480975812728578,0.030637274350718162,0.08721346149992082,0.422386395623722,0.06710038745484226,0.07657655369822676,0.07127616924528425,Other_Faults,Stains
0,8,0,797,0.2587001841839551,0.029064658035594874,0.0818265766021089,0.41671781945240766,0.06058287889112169,0.08632976198833581,0.06677812084647605,Other_Faults,Stains
0,9,0,1106,0.1611722265319633,0.03976913200855404,0.07464901703714691,0.48943186460406235,0.11165174929723218,0.03530386125621976,0.08802214926482153,Other_Faults,Bumps
0,9,0,1070,0.30980427366187846,0.03092515373643633,0.04749248640475512,0.35589695739777977,0.09040462121010062,0.038770563096336905,0.12670594449271277,Other_Faults,Bumps
0,9,0,1132,0.22023745476926104,0.02835536600518053,0.1550915061579219,0.36509246530560724,0.07268168820560962,0.06335542254298376,0.09518609701343576,Other_Faults,Bumps
0,9,0,979,0.31565141204994457,0.0318014144667984,0.09410316695798425,0.34395624894039056,0.07685935703840176,0.06456920693137207,0.07305919361510844,Other_Faults,Bumps
0,9,0,1179,0.36566781270818177,0.0247307241139967,0.04199459106978582,0.35531353348461203,0.10229465527351231,0.03374780613727737,0.07625087721263397,Bumps,Bumps
0,9,0,1198,0.3115224338633408,0.02606143171196833,0.06468283064253061,0.353708096620502,0.08274237480171322,0.03595478621249314,0.12532804614745177,Other_Faults,Bumps
0,9,0,1131,0.2198846343103584,0.0356883035761673,0.1106796984871453,0.37807272251354035,0.10446459367713677,0.05181793200319745,0.09939211543245445,Other_Faults,Bumps
0,9,0,1033,0.38797832768131557,0.02369246268759981,0.059797530962484455,0.32255193095200124,0.06668032005317212,0.044618262519413796,0.09468116514401313,Bumps,Bumps
0,9,0,1257,0.2966227655564206,0.032986843681193,0.047600532346182015,0.34654465136375484,0.12338772509837767,0.032075982609965505,0.12078149934410637,Other_Faults,Bumps
0,9,0,1093,0.24460514033884267,0.036240115997023564,0.09955674789159569,0.38905607756332394,0.108163646832267,0.04947187343548112,0.07290639794146615,Other_Faults,Bumps
0,9,0,1051,0.36526457172276416,0.02256910154898496,0.05071176056732285,0.35730141357813133,0.07990760767679098,0.04074690180577632,0.08349864310022943,Bumps,Bumps
0,9,0,1050,0.3615667844549821,0.023432167353747584,0.04188553007831586,0.36794446397052333,0.0755030698371774,0.04219256378118143,0.08747542052407217,Other_Faults,Bumps
0,9,0,925,0.3245031091656534,0.024487790470527643,0.06780914072373155,0.32154718321239256,0.0893080355842455,0.03726309475345796,0.13508164608999162,Bumps,Bumps
0,9,0,874,0.25655661596265017,0.03781626502276207,0.07489697716266584,0.3807560387152249,0.1349706605159386,0.041182084901412425,0.07382135771934602,Other_Faults,Bumps
0,9,0,894,0.3755693924479556,0.02239246448274073,0.046308448624565665,0.36497616412599154,0.07175881209215483,0.050090489272599015,0.06890422895399259,Bumps,Bumps
0,9,0,1122,0.1918089884859427,0.039737018307844804,0.08462605191226287,0.42244406691585046,0.1445758678284739,0.035317473242151835,0.08149053330747348,Other_Faults,Bumps
0,9,0,916,0.36134182036001133,0.02787862120263182,0.044347330693995234,0.33564054063849463,0.12131887849825439,0.026324424623143546,0.08314838398346898,Bumps,Bumps
0,9,0,1137,0.19134465822754934,0.03309786579706112,0.14414538356254014,0.3290029581616585,0.11255365252722918,0.04878986368237316,0.14106561804158865,Other_Faults,Bumps
0,9,0,917,0.31968656628548997,0.030624457378260108,0.05267502407783799,0.3507399206612681,0.09987759580753246,0.02934062513857378,0.11705581065103754,Other_Faults,Bumps
0,9,0,1032,0.299451380161982,0.028993338344470525,0.06373137686198949,0.3390432557226884,0.09586896356793909,0.03093373292455473,0.14197795241637587,Other_Faults,Bumps
0,9,0,1035,0.2381855162982442,0.020477836777291963,0.03915109860512094,0.5308248200797467,0.061163139307106436,0.035231031903526035,0.0749665570289637,Other_Faults,Bumps
0,9,0,962,0.42660495846714774,0.02309945077509425,0.04432318664415933,0.3231930075827406,0.06783731592999483,0.04280818268362449,0.07213389791723865,Bumps,Bumps
0,9,0,968,0.15768597583442157,0.04065746401510666,0.10895185398767593,0.3762726551312565,0.12916499573094448,0.046370828729658246,0.1408962265709366,Other_Faults,Bumps
0,9,0,954,0.36191054317587756,0.02677014840646421,0.030498791107028755,0.3596832154534953,0.10452053088719046,0.03184679938614179,0.08476997158380195,Bumps,Bumps
0,9,0,1214,0.3292207813210122,0.026377840595199816,0.06618161998754654,0.35549295629091954,0.06783642541787249,0.04281359916890972,0.11207677721853969,Other_Faults,Bumps
0,9,0,999,0.3272580550175697,0.028124809030550625,0.043306125469072004,0.40026436694606066,0.08267867900041104,0.03672643372922308,0.08164153080711281,Other_Faults,Bumps
0,9,0,946,0.4063281124238993,0.024217512507033793,0.03827579896537509,0.3390042032624751,0.07766799572595337,0.04067017988383251,0.07383619723143074,Bumps,Bumps
0,9,0,1117,0.14578543992483067,0.02641365532312996,0.17529063679154408,0.46084877113450506,0.04800790557584795,0.0555271025259387,0.08812648872420355,Other_Faults,Bumps
0,9,0,998,0.3198468950830463,0.02856061129467764,0.049593877195308146,0.38614173554861236,0.09950559718471973,0.031156334248637826,0.08519494944499797,Other_Faults,Bumps
0,9,0,1108,0.2155224660064032,0.033777386483121855,0.05641082285011149,0.47337245816442547,0.10072019611618431,0.05295061654099681,0.0672460538387569,Other_Faults,Bumps
0,9,0,1157,0.20523503423036296,0.025528965748593684,0.15918135554264465,0.3552936822007426,0.07991330167530661,0.021599754837332806,0.15324790576501665,Other_Faults,Bumps
0,9,0,995,0.3506980177991218,0.025086715435980185,0.05347927160127312,0.4040405351825395,0.05892732256642634,0.044468766379528527,0.06329937103513072,Other_Faults,Bumps
0,9,0,1177,0.36772375581438604,0.025178986598825524,0.04932150617384045,0.3507667401540584,0.0879381984904656,0.03682998283445949,0.08224082993396452,Bumps,Bumps
0,9,0,1182,0.39195393558664154,0.024511557154042688,0.05744112575428316,0.334294597585888,0.07832930850470751,0.038734378304379764,0.07473509711005744,Bumps,Bumps
0,9,0,1020,0.3172052492918959,0.025827938296475603,0.06980355804733308,0.33688755379158836,0.08864527513352045,0.03407404099992057,0.127556384439266,Other_Faults,Bumps
0,9,0,1128,0.26888706627580383,0.029181392690654926,0.14633965086266784,0.35159733744326704,0.07373814460260965,0.056828960696662136,0.07342744742833457,Other_Faults,Bumps
0,9,0,1042,0.36344298922629936,0.022565378830806445,0.03903497088674226,0.38110198955542296,0.06937576693603893,0.047171510074147785,0.0773073944905422,Other_Faults,Bumps
0,9,0,1121,0.15526209310477096,0.03905372283381519,0.1362039368050164,0.38302140380151484,0.14031195090919316,0.032606473247019666,0.1135404192986698,Other_Faults,Bumps
0,9,0,1094,0.2089655270855288,0.036801414657117226,0.12102114087103014,0.3818031086585131,0.09542832203663464,0.043957584318768325,0.11202290237240783,Other_Faults,Bumps
0,9,0,1004,0.3297290015518356,0.025118743274700775,0.04939334166552237,0.4225331848526089,0.05288600680071123,0.04523475007850186,0.07510497177611923,Other_Faults,Bumps
0,9,0,1484,0.12850053104762166,0.030223281662982424,0.06930633294261572,0.5360657183066092,0.11917331598577878,0.02290872078893551,0.09382209926545673,Other_Faults,Other_Faults
0,9,0,1400,0.22370239570826717,0.02813285944748068,0.14403007271112267,0.3968039199807453,0.06397221118462157,0.05527033388684171,0.08808820708092097,Other_Faults,Other_Faults
0,9,0,1752,0.31004742908040217,0.02250611703220199,0.07519570655646343,0.30990467399324645,0.059203434609270446,0.046368768014350976,0.1767738707140646,Bumps,Other_Faults
0,9,0,1668,0.08452028675355669,0.02122341298392131,0.6312091761001644,0.15236073210269216,0.043220628891504326,0.008682054586312072,0.05878370858184911,K_Scratch,Other_Faults
0,9,0,1326,0.18815334480163207,0.03027977743985227,0.16934922553511214,0.38726925768935133,0.06435487583322555,0.047617030209305175,0.11297648849152152,Other_Faults,Other_Faults
0,9,0,1767,0.1883651922350376,0.028729302661329434,0.1778245801016741,0.42048276411507685,0.05489446688596711,0.04801766549562394,0.08168602850529107,Other_Faults,Other_Faults
0,9,0,1339,0.15348144043582757,0.039823161548121024,0.15248604302313654,0.39048000680469364,0.10820921645121481,0.03526245679564677,0.12025767494135962,Other_Faults,Other_Faults
0,9,0,1439,0.35481071226039923,0.02604843744196384,0.03715604948167599,0.3659338929509149,0.09301915264303319,0.037537408591236984,0.085494346630776,Other_Faults,Other_Faults
0,9,0,1660,0.2587567778391924,0.029072421679904287,0.125608346022884,0.36852161500588543,0.08691383250857909,0.058095813934338006,0.07303119300921676,Other_Faults,Other_Faults
0,9,0,1342,0.21560093566627248,0.03147745549298312,0.07409507602118957,0.4642158973830137,0.09445558881255871,0.04732703928703866,0.07282800733694368,Other_Faults,Other_Faults
0,9,0,1420,0.2809599777109845,0.029175692345471176,0.13286655768957006,0.34335913886400626,0.0800614867148464,0.05227006665539603,0.08130708001972546,Other_Faults,Other_Faults
0,9,0,1893,0.26715755303730204,0.024605599349054586,0.07562258984286273,0.46263260758729857,0.06344413862734345,0.036545571135349134,0.06999194042078964,Other_Faults,Other_Faults
0,9,0,1574,0.157951998033698,0.032272004454418315,0.1267534868902158,0.3311398188510272,0.13974141268269097,0.015484308069566617,0.19665697101838298,Other_Faults,Other_Faults
0,9,0,1575,0.17203067569216246,0.031191378418507807,0.0891733500409066,0.3339233822077313,0.1488982880409698,0.01605951301355114,0.2087234125861709,Other_Faults,Other_Faults
0,9,0,1736,0.20471790774412127,0.02835952273334625,0.1622877812103012,0.3301111926725904,0.09399282433079095,0.047348280204924424,0.13318249110392544,Other_Faults,Other_Faults
0,9,0,1667,0.3031874027416223,0.03030197485396911,0.041175287306492336,0.3911848720832209,0.08619518158643572,0.030555389775336946,0.11739989165292258,Other_Faults,Other_Faults
0,9,0,1776,0.20582670425892324,0.029563987340343212,0.13631095490705913,0.41825871204429643,0.06850918806907164,0.05821538239825429,0.08331507098205206,Other_Faults,Other_Faults
0,9,0,1939,0.13785225798801526,0.026906922273244024,0.2868037531308875,0.34334229299670754,0.05112397763463772,0.03999178445545442,0.11397901152105354,Other_Faults,Other_Faults
0,9,0,1464,0.35449764965250163,0.023324979866444513,0.06338576735841062,0.3480721198631225,0.07979664711565108,0.03689758346198611,0.09402525268188358,Bumps,Other_Faults
0,9,0,1495,0.13885370632941366,0.03358444719247621,0.046599760750729365,0.5652908679751353,0.14062157158345723,0.022069098467628688,0.05298054770115956,Other_Faults,Other_Faults
0,9,0,1679,0.1454294201395442,0.025696972184728484,0.2081640668255246,0.4650500328555196,0.05511580231804264,0.04046557668025605,0.060078128996384456,Other_Faults,Other_Faults
0,9,0,1837,0.14073682002526525,0.036304808791338614,0.12540802721563685,0.44789993048192417,0.08850203272949395,0.052730481480893675,0.10841789927544762,Other_Faults,Other_Faults
0,9,0,1398,0.1911683696045674,0.03796271209350411,0.12481744333427489,0.4352965622857999,0.1115299322052082,0.036271621063044455,0.06295335941360096,Other_Faults,Other_Faults
0,9,0,1596,0.17838604000977554,0.04019557233472877,0.06502019247759541,0.4315888412130067,0.1503742369786298,0.042196691706256104,0.09223842528000753,Other_Faults,Other_Faults
0,9,0,1810,0.18955275730695967,0.028235757850484215,0.10522004294862233,0.4758883830169136,0.06323636383175542,0.07645981232257122,0.06140688272269353,Other_Faults,Other_Faults
0,9,0,1348,0.19948782645142085,0.03502879500008073,0.09640745163134373,0.398882133752472,0.13567495953025313,0.037883887057637795,0.0966349465767918,Other_Faults,Other_Faults
0,9,0,1868,0.2623368718829259,0.022416383807314297,0.1580256306395951,0.3777811894285589,0.0613286480236032,0.0464435340995447,0.07166774211845792,Other_Faults,Other_Faults
0,9,0,1804,0.2865846026198317,0.02229195554051292,0.03182536748227494,0.45813855788635305,0.06556270462005856,0.04073912859384885,0.09485768325711993,Other_Faults,Other_Faults
0,9,0,1724,0.1785912119563423,0.03032015753036007,0.17489782911559712,0.3508233518141384,0.09410419863705917,0.04413965362629929,0.12712359732020365,Other_Faults,Other_Faults
0,9,0,1614,0.23444383317766146,0.02648019213811716,0.1409763526801374,0.38207065715977795,0.046711786831960096,0.041760084840304364,0.1275570931720416,Other_Faults,Other_Faults
0,9,0,1437,0.3126678440517124,0.024086985318105728,0.051559711142787006,0.43469370750706365,0.06061572706728445,0.041325864056637664,0.07505016085640921,Other_Faults,Other_Faults
0,9,0,1625,0.3208067237823217,0.021835297289438973,0.07506868066887244,0.33141095264117637,0.06720170475447645,0.03845751204333293,0.14521912882038115,Other_Faults,Other_Faults
0,9,0,1910,0.169957252098986,0.027286250671347167,0.16244784989026168,0.42934686864517435,0.047018283616507256,0.06443807228712486,0.09950542279059864,Other_Faults,Other_Faults
0,9,0,1384,0.13209089682775743,0.02507592331542503,0.28501009686127593,0.40544658719005416,0.042474724413787454,0.04373494149093403,0.06616682990076603,Other_Faults,Other_Faults
0,9,0,1865,0.2231876801062608,0.021244961105039213,0.1517558110001032,0.4122084189346172,0.05179373000573217,0.04565506673609997,0.09415433211214748,Other_Faults,Other_Faults
0,9,0,1453,0.27549542911618274,0.03516996644725569,0.102696900864211,0.3735427465880515,0.1317894656035661,0.03208946223906026,0.049216029141672675,Other_Faults,Other_Faults
0,9,0,1602,0.13675202669587336,0.02388169666529424,0.12992987208247064,0.5681212720898788,0.07054493810835422,0.026660756444104452,0.044109437914024316,Other_Faults,Other_Faults
0,9,0,1462,0.22836908418976237,0.035884982196446875,0.15509655506196265,0.3536642712297105,0.1074959138748706,0.04098766730513613,0.07850152614211088,Other_Faults,Other_Faults
0,9,0,1734,0.17493883293908397,0.031289495848917465,0.1531356437331992,0.35984264144319056,0.09959780991036941,0.045336921983742964,0.13585865414149625,Other_Faults,Other_Faults
0,9,0,1336,0.1627406178161636,0.04316486731516234,0.11596654087523474,0.3741228973286252,0.1427371985710911,0.03536989139505923,0.1258979866986638,Other_Faults,Other_Faults
0,9,0,1806,0.2240903067022198,0.02284444903048132,0.047239565151122806,0.5148724519319274,0.057267776224727125,0.03568930496553563,0.09799614599398589,Other_Faults,Other_Faults
0,9,0,1906,0.17012416540470623,0.02739551042920333,0.16993959100406303,0.40334051256479087,0.055118645351849696,0.06393554719706464,0.11014602804832217,Other_Faults,Other_Faults
0,9,0,1584,0.31905885647085136,0.023773774075284713,0.05338340216173275,0.4185689823624114,0.06515116269847702,0.044396161469428014,0.07566766076181479,Other_Faults,Other_Faults
0,9,0,1413,0.3615956066222113,0.02394987177396258,0.03568145290098815,0.37401520548609396,0.08136450423125383,0.038258755146911516,0.08513460383857867,Other_Faults,Other_Faults
0,9,0,1708,0.06553471304843247,0.03410076210942367,0.28525522363956124,0.40631074526311967,0.09324549750042349,0.018436281334051705,0.09711677710498771,Other_Faults,Other_Faults
0,9,0,1381,0.1736223593322382,0.022976085046014647,0.2915142355334117,0.3722602442402432,0.036113056292843844,0.025768575868603802,0.07774544368664456,Other_Faults,Other_Faults
0,9,0,1296,0.19320533849308916,0.026001930191533514,0.10336940822226355,0.43892524170759073,0.1180929811589577,0.03682197077574266,0.08358312945082266,Other_Faults,Other_Faults
0,9,0,1570,0.3426917281982775,0.024918249231133578,0.04515171703408257,0.35801664235630265,0.09475732800898598,0.03744684374441541,0.09701749142680237,Other_Faults,Other_Faults
0,9,0,1887,0.2498427542611246,0.029244208376108444,0.025663449819621126,0.4127306560305348,0.15743658328822333,0.020005488927275678,0.10507685929711197,Other_Faults,Other_Faults
0,9,0,1722,0.1975034779388634,0.026400107463731438,0.18406751184567566,0.34349711718125264,0.06710117296806309,0.05091481848580839,0.1305157941166055,Other_Faults,Other_Faults
0,9,0,1299,0.15399980963381643,0.02839704244051172,0.08776046013990546,0.49559696553404875,0.10504846633698495,0.036268915418881074,0.09292834049585165,Other_Faults,Other_Faults
0,9,0,1735,0.1919550105396209,0.029421562986125135,0.15211015560303048,0.36065346005696064,0.08812728802015367,0.050055342948228464,0.1276771798458807,Other_Faults,Other_Faults
0,9,0,1452,0.31632826204802417,0.032562584758137274,0.08440590866818229,0.3692311678541898,0.10610011410966316,0.043893676577225864,0.04747828598457739,Other_Faults,Other_Faults
0,9,0,1798,0.23384433645467698,0.02164414595920175,0.041474508396137345,0.470890349226816,0.051908921466176615,0.034678553161217304,0.1455591853357741,Other_Faults,Other_Faults
0,9,0,1457,0.2979117132612787,0.030854978097118353,0.09348597788331753,0.3573347185540582,0.07166589987938014,0.06526242286017168,0.0834842894646755,Other_Faults,Other_Faults
0,9,0,1274,0.2001508214278988,0.039744538858149554,0.12250987148291087,0.37460662195866185,0.1476896223118812,0.03636570704238844,0.0789328169181092,Other_Faults,Other_Faults
0,9,0,1629,0.32962307168423544,0.028135917709894036,0.028654572009868658,0.36428645563333845,0.11207526281693099,0.03382238144836899,0.10340233869736343,Other_Faults,Other_Faults
0,9,0,1819,0.2106204152550586,0.0380986800030758,0.07402261171360364,0.43313497732339873,0.11402587986872688,0.048347192501742145,0.08175024333439425,Other_Faults,Other_Faults
0,9,0,1730,0.19237695789736334,0.027534755489860563,0.20503733013343753,0.31729480740622434,0.08880237489214406,0.04330201973715617,0.12565175444381393,Other_Faults,Other_Faults
0,9,0,1471,0.2970936918245824,0.02745821828795737,0.08803410424810944,0.3834874683624669,0.08358199654639369,0.06016718366096446,0.060177337069525716,Other_Faults,Other_Faults
0,9,0,1779,0.16728857327763125,0.028909761276516302,0.22538762515855476,0.39439740613165564,0.06359921761346475,0.04154661685422007,0.07887079968795715,Other_Faults,Other_Faults
0,9,0,1717,0.16896003023401668,0.02795340125328048,0.20305403059072089,0.3781253552294226,0.055076682689503526,0.05344813253353529,0.11338236746952064,Other_Faults,Other_Faults
0,9,0,1445,0.3558576257727295,0.023434923186502577,0.05505946180506774,0.3567978641492567,0.06981570768482505,0.0485326713721053,0.09050174602951322,Other_Faults,Other_Faults
0,9,0,1440,0.3499275852686089,0.024061069325022007,0.10750297869404414,0.3071620851652241,0.08394505422962262,0.02845934835722835,0.09894187896024997,Bumps,Other_Faults
0,9,0,1842,0.11806319016035552,0.039087122200890924,0.1302605902076563,0.4602060223959402,0.09143725198554338,0.046729234262367414,0.11421658878724622,Other_Faults,Other_Faults
0,9,0,1703,0.10960583916274619,0.03564734950051653,0.12199264527234215,0.4533775930054364,0.13089655328698102,0.022349212135936655,0.12613080763604106,Other_Faults,Other_Faults
0,9,0,1634,0.34936711340401166,0.026896735756130493,0.03744823861721551,0.36522170281006494,0.09216007943133987,0.038462025750316604,0.09044410423092093,Other_Faults,Other_Faults
0,9,0,852,0.1551795494680383,0.048259406644697786,0.11588015185726276,0.41050430674403093,0.14670093292588365,0.028676808900942,0.09479884345914456,Other_Faults,Dirtiness
0,9,0,847,0.18273215004985682,0.045666092240471426,0.09191888595391944,0.41588083868995807,0.14016754992449598,0.03580361278029299,0.08783087036100516,Other_Faults,Dirtiness
0,9,0,835,0.3277040793295544,0.02587037507858436,0.06401426956480209,0.42002705881162233,0.061044433837079415,0.04306459382210907,0.058275189556248316,Other_Faults,Dirtiness
0,9,0,816,0.09679107624919224,0.035087382878443214,0.18607064686849625,0.41611543385589067,0.0994819658299258,0.027319039735810083,0.13913445458224163,Other_Faults,Dirtiness
0,9,0,812,0.10575749497997641,0.03414626443683441,0.1809488108471744,0.3792827274341954,0.12134894945151271,0.02662966772946268,0.1518860851208439,Other_Faults,Dirtiness
0,9,0,830,0.30134956673717084,0.026879134099478542,0.0786489816443879,0.4320258098852468,0.06057026086427767,0.037152966814595775,0.06337327995484246,Other_Faults,Dirtiness
0,9,0,433,0.04779984367784547,0.017603532819083296,0.723912196198578,0.10615609120005892,0.03853333061849623,0.011997195861132437,0.05399780962480556,K_Scratch,K_Scratch
0,9,0,386,0.25858295134103704,0.02990252410865287,0.11846528926639208,0.3649728133229281,0.1000660974940005,0.051701982848259394,0.07630834161873003,Other_Faults,K_Scratch
0,9,0,416,0.04317078845707188,0.016794898782444022,0.7579069002500849,0.0865737100997243,0.03783137369565471,0.011459164631741034,0.04626316408327911,K_Scratch,K_Scratch
0,9,0,455,0.053010497134706895,0.01782052553721659,0.7173280797483934,0.10564121641091867,0.04078102519155918,0.012473460397067123,0.05294519558013812,K_Scratch,K_Scratch
0,9,0,514,0.11256024439580256,0.02483784737681179,0.4209641939623757,0.2793141229704387,0.044032495314765656,0.02791862703149225,0.09037246894831315,K_Scratch,K_Scratch
0,9,0,536,0.08339603060375808,0.019364365941409334,0.5131841792397288,0.23826000616917775,0.046778715268705987,0.02567785945550037,0.07333884332171955,K_Scratch,K_Scratch
0,9,0,434,0.04862183532508848,0.016724500400445742,0.7285342154075274,0.10836763223914385,0.03401456561378795,0.013908806320310229,0.04982844469369621,K_Scratch,K_Scratch
0,9,0,441,0.03678551016822535,0.015383275291450393,0.7268370601804741,0.13639868557549983,0.026045190027552935,0.013730805160936797,0.044819473595860436,K_Scratch,K_Scratch
0,9,0,370,0.2520868611004127,0.030105557227874873,0.13078421924015682,0.39223651507920254,0.06156093650560419,0.08150293451253497,0.05172297633421387,Other_Faults,K_Scratch
0,9,0,670,0.07787022393474767,0.019472152249472966,0.5725185762478021,0.2011283322914035,0.04280849117548323,0.020864425146394985,0.06533779895469569,K_Scratch,K_Scratch
0,9,0,674,0.08073763964699274,0.01954415390591042,0.5676854388136343,0.20338684495045642,0.042990578162982344,0.02134462760053629,0.06431071691948748,K_Scratch,K_Scratch
0,9,0,391,1.635790128489714e-07,0.004895950790348665,0.9902766840674361,5.779547556979981e-07,0.004693188492916909,3.660414747638291e-05,9.683096805322488e-05,K_Scratch,K_Scratch
0,9,0,489,0.05653111667087844,0.01746261740498212,0.705222038352389,0.11794664162953897,0.03493296605794706,0.014543848771847634,0.05336077111241663,K_Scratch,K_Scratch
0,9,0,376,0.22444995914608043,0.03928192833437983,0.0832227833273299,0.42751026766556355,0.09462498039951434,0.07049123773122676,0.06041884339590517,Other_Faults,K_Scratch
0,9,0,458,0.05528951870540949,0.01872799874895015,0.7009219351761268,0.11326421980646792,0.044197504838830746,0.012931372676761832,0.054667450047453145,K_Scratch,K_Scratch
0,9,0,712,0.10332359428924497,0.02229439275584336,0.5418441109256565,0.2080543287773958,0.042958953814341956,0.020317144373884925,0.06120747506363255,K_Scratch,K_Scratch
0,9,0,485,0.058679963775417815,0.01963195936017441,0.6725941167081044,0.12951105729012946,0.04489318685590599,0.013242199388846965,0.06144751662142091,K_Scratch,K_Scratch
0,9,0,480,0.05780486596992814,0.01911306654226124,0.6850759963338389,0.12281022262587557,0.0431293790213593,0.0130827016088798,0.05898376789785732,K_Scratch,K_Scratch
0,9,0,507,0.07992111719083715,0.019970071136807654,0.5700197507648759,0.20038587935049967,0.04362652667856233,0.020293894116946244,0.06578276076147115,K_Scratch,K_Scratch
0,9,0,645,0.07785338997322958,0.019495272817771196,0.5743688554488647,0.19731694047839787,0.04380868275327139,0.02098485855601912,0.06617199997244605,K_Scratch,K_Scratch
0,9,0,675,0.08170993431311972,0.019798482925850253,0.5674184868996539,0.20040337723295265,0.04438228744081498,0.021177813205492634,0.06510961798211592,K_Scratch,K_Scratch
0,9,0,730,0.12476776595473323,0.021216148478390887,0.40612824344407195,0.2876511867473547,0.06648890989572762,0.024235034963995414,0.06951271051572626,K_Scratch,K_Scratch
0,9,0,513,0.06704439349169979,0.01969689593738864,0.6470666838137294,0.14396574825225344,0.041960294109599325,0.014152324151374697,0.06611366024395471,K_Scratch,K_Scratch
0,9,0,679,0.07695429433046799,0.019419124943341835,0.583503382392512,0.19432552275113008,0.04270232447125362,0.020208013179340442,0.06288733793195399,K_Scratch,K_Scratch
0,9,0,500,0.07705026315015799,0.01978356094821722,0.574142304415168,0.1988989385905812,0.04339273872961971,0.019708196397038694,0.06702399776921718,K_Scratch,K_Scratch
0,9,0,383,0.15969537160560773,0.02301425267147993,0.3784475756904763,0.26798837029964356,0.06625443603290554,0.032130069837790466,0.07246992386209643,K_Scratch,K_Scratch
0,9,0,665,0.07591539584188453,0.01968237826171411,0.5824820985175286,0.19202059664127294,0.04375855822359091,0.019894475736141864,0.06624649677786705,K_Scratch,K_Scratch
0,9,0,603,0.07035535744258015,0.018751849366116496,0.5917613236950157,0.19280065728425164,0.04079608753329504,0.02007707490437003,0.06545764977437095,K_Scratch,K_Scratch
0,9,0,380,0.2612903642043095,0.03223287851082425,0.11316213143006909,0.3924207158151544,0.07274473931084123,0.06999380168689089,0.058155369041910585,Other_Faults,K_Scratch
0,9,0,697,0.18561341390596675,0.027960339205416216,0.19999404346170202,0.3734422314344927,0.05844702628264637,0.054686907167374,0.09985603854240202,Other_Faults,K_Scratch
0,9,0,394,0.029842809713273893,0.014413787950174114,0.81967206462402,0.061419356817812486,0.027822907428994677,0.011236323698045569,0.035592749767679295,K_Scratch,K_Scratch
0,9,0,542,0.08298938442787354,0.019962846398386608,0.5206160928829263,0.22889018757280302,0.04783300489736305,0.02464543985194166,0.07506304396870572,K_Scratch,K_Scratch
0,9,0,694,0.07956905684102328,0.019716491006234172,0.5817382458187216,0.19187818674760207,0.04369031152738324,0.02025394433063779,0.06315376372839789,K_Scratch,K_Scratch
0,9,0,686,0.07691242854928174,0.019798520252221775,0.576360949780354,0.19798009677777093,0.0422162215598876,0.019989463551132895,0.0667423195293508,K_Scratch,K_Scratch
0,9,0,502,0.06478265356734773,0.01972425087222484,0.6570148681453801,0.1375414028115345,0.043139487017019126,0.01390423905028716,0.06389309853620631,K_Scratch,K_Scratch
0,9,0,447,0.05384654264361344,0.016928705569260703,0.7039551558611468,0.12225897420343965,0.0339783021303946,0.014676372071325362,0.05435594752081935,K_Scratch,K_Scratch
0,9,0,404,0.04337578588643425,0.017294608843366466,0.746122626048597,0.09283755866538652,0.03993387257890576,0.011741270769157194,0.04869427720815295,K_Scratch,K_Scratch
0,9,0,369,0.26506737878715064,0.030776028407505842,0.12035938937000112,0.3856895854732023,0.0669825092833614,0.0782792160602321,0.05284589261854653,Other_Faults,K_Scratch
0,9,0,368,0.23643743492059816,0.03338849433627372,0.1004517483626843,0.40989235410738,0.09734048946689638,0.06489469093337447,0.05759478787279291,Other_Faults,K_Scratch
0,9,0,101,0.26121408193525175,0.03373863682355859,0.05504828641321049,0.4231793428495551,0.13714792481099763,0.03688711797207132,0.05278460919535501,Other_Faults,Pastry
0,9,0,148,0.2595153514779576,0.05154144749778763,0.13642207496789804,0.28261016058240557,0.1506360307134719,0.02429585113564468,0.09497908362483466,Other_Faults,Pastry
0,9,0,8,0.20203914482842547,0.029940907594184468,0.11374934528091106,0.42372152654194845,0.1265583220553576,0.03666169841843922,0.06732905528073375,Other_Faults,Pastry
0,9,0,138,0.21829977949421392,0.033360635943464306,0.09947360282211032,0.3972808404695549,0.12794445100766413,0.03909664385353455,0.08454404640945784,Other_Faults,Pastry
0,9,0,32,0.21152157467702729,0.037614789600983266,0.1192391616071799,0.3346092653982743,0.1432725897578953,0.04377404272708063,0.10996857623155941,Other_Faults,Pastry
0,9,0,131,0.17791882783465277,0.0393811672130458,0.09624278459065551,0.4378248032442476,0.16603762893671625,0.024013052032443645,0.05858173614823851,Other_Faults,Pastry
0,9,0,2,0.30624374411701627,0.030722153539199153,0.029824056940480227,0.3976762130912237,0.10514890212770393,0.03564089827937335,0.09474403190500338,Other_Faults,Pastry
0,9,0,143,0.18661582382887357,0.036634383436207806,0.127765256188659,0.3439767324118938,0.12212886097951074,0.04441752766589344,0.13846141548896154,Other_Faults,Pastry
0,9,0,49,0.359184557021715,0.02750647138431835,0.0341040283191753,0.35509443365287563,0.09345470663864437,0.03934965125227113,0.0913061517310002,Bumps,Pastry
0,9,0,108,0.22499312373462668,0.03514956512206842,0.0681278061965811,0.4576902149183913,0.11951535248753181,0.03702116404320435,0.057502773497596256,Other_Faults,Pastry
0,9,0,147,0.3086240505961645,0.043423651052468,0.129050226190662,0.27959637911760776,0.1245763560145563,0.0300522206718319,0.08467711635670948,Bumps,Pastry
0,9,0,117,0.18871095038441107,0.03803849658817141,0.07390396619380289,0.4406954418281217,0.17379007096954693,0.028274342607450965,0.05658673142849489,Other_Faults,Pastry
0,9,0,74,0.30118950151971613,0.022451779332489635,0.024298210084681877,0.41964944960388717,0.0934484643177283,0.03018652366111399,0.10877607148038287,Other_Faults,Pastry
0,9,0,146,0.24661096595129384,0.045562210639494664,0.17598474357605884,0.25206881790366537,0.15102046335621325,0.023192653546906014,0.10556014502636805,Other_Faults,Pastry
0,9,0,7,0.17725024766386618,0.030355404395698,0.10219023076574654,0.47602900387376273,0.09964312522915408,0.04661678224696629,0.06791520582480604,Other_Faults,Pastry
0,9,0,324,0.20279549806901104,0.03414541392904195,0.0771663165138614,0.3161822172865667,0.11673403546159472,0.025449773334593292,0.22752674540533102,Other_Faults,Z_Scratch
0,9,0,160,0.2002510890307149,0.027643749463486498,0.11447297570221975,0.3398658835386514,0.077591613537494,0.031572356676313494,0.2086023320511199,Other_Faults,Z_Scratch
0,9,0,233,0.2155533492111585,0.021254881044341627,0.15026745377738118,0.30282506950086185,0.05849109547876592,0.028374350232179633,0.22323380075531118,Other_Faults,Z_Scratch
0,9,0,187,0.2935108999370158,0.025404707835915728,0.06556608497007985,0.3855323016460681,0.05701967476770711,0.049789255651480395,0.123177075191733,Other_Faults,Z_Scratch
0,9,0,231,0.2529463871936134,0.023217254196467144,0.09497466385763255,0.3561148824071056,0.05598401031246892,0.05117701473357986,0.16558578729913256,Other_Faults,Z_Scratch
0,9,0,238,0.17715887097346134,0.03381609763515575,0.13241361185970127,0.3375210119906301,0.09689566899718327,0.022758142021373492,0.1994365965224948,Other_Faults,Z_Scratch
0,9,0,213,0.14068257851737703,0.03275576544819603,0.22992184324317644,0.2839744978836711,0.09984148197115918,0.018542972534974,0.1942808604014462,Other_Faults,Z_Scratch
0,9,0,197,0.20887828432681443,0.03501753944599312,0.0944273123397805,0.361059954545436,0.09814319869745244,0.027534150424572124,0.17493956021995138,Other_Faults,Z_Scratch
0,9,0,227,0.11239625886636799,0.03202118770548056,0.41444304678206334,0.23666204634786717,0.07303784721963988,0.015646973680172014,0.11579263939840902,K_Scratch,Z_Scratch
0,9,0,343,0.1796428845586021,0.03685893740675149,0.0625511996034113,0.4857519873003312,0.11563177975561224,0.04016216992212065,0.07940104145317092,Other_Faults,Z_Scratch
0,9,0,225,0.2201557956728591,0.028960854873500887,0.07760404659089867,0.3580526885866477,0.0757035756264765,0.03462375346903965,0.20489928518057737,Other_Faults,Z_Scratch
0,9,0,243,0.22157197453958055,0.02766361621088302,0.047388118140824886,0.2949136620209412,0.11536586451027818,0.02697195218732047,0.2661248123901717,Other_Faults,Z_Scratch
0,9,0,218,0.17442725074324777,0.02880747096119481,0.15694256775021165,0.3240439652382327,0.07948220218387322,0.02290077525293521,0.2133957678703047,Other_Faults,Z_Scratch
0,9,0,165,0.13759965776827351,0.03308424630412152,0.1897788355504835,0.3192941979047332,0.09333343884865945,0.019529597425312073,0.2073800261984166,Other_Faults,Z_Scratch
0,9,0,159,0.23924923995214958,0.023202557564493683,0.10011841951257949,0.3509602772953891,0.06033082823914317,0.054577727502038945,0.17156094993420593,Other_Faults,Z_Scratch
0,9,0,342,0.10470363293989934,0.04467865355525854,0.14104014325994002,0.46283320985507964,0.14362048810971637,0.022396867409764102,0.08072700487034194,Other_Faults,Z_Scratch
0,9,0,234,0.24663816369729746,0.024454454414362944,0.0875889952494488,0.35518580862264504,0.05801551169239988,0.04963037044657913,0.1784866958772667,Other_Faults,Z_Scratch
0,9,0,170,0.2225010177883462,0.024914595920308966,0.07716217338242472,0.30708597389228615,0.0949875375305288,0.029180124299777094,0.24416857718632812,Other_Faults,Z_Scratch
0,9,0,168,0.16005071054711667,0.02997057652202069,0.11196885282187288,0.33448164159225097,0.09564283646793272,0.022991658858031998,0.24489372319077404,Other_Faults,Z_Scratch
0,9,0,776,0.21642728149269733,0.030015066419399737,0.1004919691345433,0.44745859867360277,0.05519108451918237,0.07786491496667791,0.07255108479389677,Other_Faults,Stains
0,9,0,783,0.2655733177773372,0.030332946280409678,0.0720017571246131,0.4135441342100371,0.06201984704158759,0.07717567310112758,0.07935232446488784,Other_Faults,Stains
0,9,0,740,0.24617338675275252,0.02943211057104255,0.08945855241046051,0.42006477279522864,0.07257849247141039,0.08255996503619852,0.05973271996290695,Other_Faults,Stains
0,9,0,751,0.23205653080067487,0.028586888809648117,0.09549248980273047,0.41344648642379866,0.06254511182970776,0.08651049783354423,0.08136199449989583,Other_Faults,Stains
0,9,0,789,0.17345775664093685,0.027571790303113065,0.1383481008390816,0.4438965187397349,0.05046390067608578,0.07171086021037665,0.09455107259067118,Other_Faults,Stains
0,9,0,763,0.2664404891850941,0.027790873828936934,0.0659796639521943,0.4123047248074217,0.06407320775081411,0.08969473326364749,0.0737163072118913,Other_Faults,Stains
0,9,0,794,0.25923371866989897,0.029911597305468243,0.08701955517244155,0.39993862749973064,0.0618634744384481,0.08040660339120922,0.08162642352280318,Other_Faults,Stains
0,9,0,806,0.24244553828683962,0.03122135399333168,0.0856158501845755,0.42723148323615473,0.065137910534205,0.07210672088713914,0.07624114287775427,Other_Faults,Stains