% Python_3.6.14.
% Sklearn_0.20.0.
% NumPy_1.16.6.
% SciPy_1.5.4.
% Sat Aug 14 03:00:08 2021
% Created by run_flow_on_task
@RELATION openml_task_146817_predictions

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

@DATA
0,0,0,1136,0.618870873226181,0.0037639917649477756,0.021554570375402468,0.27056907407081326,0.047692721864766974,0.005157229854551273,0.03239153884333728,Bumps,Bumps
0,0,0,867,0.20068845601735827,0.0023856783507380697,0.4397830202463833,0.28920726580959216,0.004352054705729842,0.0017774402092837847,0.06180608466091424,Bumps,K_Scratch
0,0,0,887,0.5851475255869242,0.0042250023001787086,0.04373673332856118,0.28081176143233816,0.039708696454690814,0.001048713743069212,0.04532156715423792,Bumps,Bumps
0,0,0,983,0.559020392432189,0.00792873500588005,0.040813856838437676,0.3066499101612667,0.03545432653319694,0.008804003149196084,0.04132877587983358,Bumps,Bumps
0,0,0,959,0.49105785125417667,0.002515380793295538,0.03386372484531982,0.3449944748279768,0.04188854030809174,0.017490824293920845,0.06818920367721866,Bumps,Bumps
0,0,0,947,0.5242520687633715,0.0005764961485285405,0.027844299322562528,0.3757445502706123,0.047645219046111326,0.003559374464149491,0.020377991984664473,Bumps,Bumps
0,0,0,1188,0.2295110478230735,0.02078622909893808,0.005976357789331563,0.44865892380893185,0.26192918179039987,0.0025322953995561425,0.03060596428976893,Bumps,Other_Faults
0,0,0,1176,0.7104683281944238,0.0019288771009094928,0.04098986385727756,0.21218516190638603,0.01108171792877116,0.004656617245963846,0.018689433766267995,Bumps,Bumps
0,0,0,1068,0.5639060792426221,0.0009098294818618737,0.02482573825927113,0.34027951998309425,0.03522159967066381,0.016963870463978722,0.017893362898508288,Bumps,Bumps
0,0,0,976,0.17812116586392676,0.06767046049455612,0.012377138604585327,0.4323870433885093,0.23873508929186485,0.0009656896837224707,0.0697434126728352,Bumps,Other_Faults
0,0,0,966,0.4799381342292065,0.0029135262237165106,0.023922706986864793,0.2915643895576723,0.07599389643835261,0.0032459481691983184,0.122421398394989,Bumps,Bumps
0,0,0,1165,0.6386254082309335,0.0006234475906607054,0.026534288134443113,0.2980811628315214,0.020120088654241194,0.004861461179455267,0.011154143378744702,Bumps,Bumps
0,0,0,1161,0.19830844173247533,0.0037678850525717533,0.03666698307384491,0.6215012608488752,0.01049269435826238,0.005411460717009916,0.12385127421696034,Bumps,Other_Faults
0,0,0,1007,0.1942517151946684,0.03680520686558325,0.0016476854689069338,0.37336464886621473,0.2793254310617396,0.0015312685065855156,0.11307404403630147,Bumps,Other_Faults
0,0,0,1262,0.5196816803078618,0.0014264778936910083,0.04523049908404002,0.3177013081731192,0.0566611278766759,0.0007959927140255009,0.058502913950586634,Bumps,Bumps
0,0,0,1054,0.5271622384501053,0.0028440709650164003,0.017295682570445253,0.3540480078309809,0.024774932480791503,0.025418836296920273,0.04845623140574056,Bumps,Bumps
0,0,0,1244,0.3660674201283934,0.0068241070743885026,0.01163508890347126,0.4080057670981829,0.0605280184871003,0.000588235294117647,0.1463513630143458,Bumps,Other_Faults
0,0,0,1010,0.5386283261995742,0.009076501144097889,0.09012393373926746,0.29053818059590414,0.045405081533161216,0.0011620057859209256,0.02506597100207415,Bumps,Bumps
0,0,0,1166,0.5883325651499842,0.0006992051664182812,0.08262307178924395,0.28946259827771054,0.015591142112438353,0.0014981586036913908,0.021793258900513268,Bumps,Bumps
0,0,0,1076,0.4291000362397419,0.005804602530923859,0.040813277093662635,0.35890714155769676,0.011673927003388061,0.009317511662943454,0.14438350391164312,Bumps,Bumps
0,0,0,928,0.32230914651123865,0.008607699180777336,0.013940914690929182,0.35540699045707314,0.027373667327058662,0.023669725761472145,0.2486918560714507,Bumps,Other_Faults
0,0,0,1223,0.5272302711088361,0.00032988994581173355,0.008336628368369004,0.35907354362350025,0.001121719545632589,0.006327179875935216,0.09758076753191483,Bumps,Bumps
0,0,0,958,0.5576025029513385,0.0023420264515588434,0.018486116150512863,0.35222663661569903,0.04217662261088604,0.015607208607316868,0.011558886612688281,Bumps,Bumps
0,0,0,1167,0.6838905207601708,0.0011902925104468017,0.04018225448631253,0.24369183555520368,0.012063440478251782,0.001787616734112519,0.017194039475501882,Bumps,Bumps
0,0,0,931,0.4619569734756417,0.013410207484579788,0.016723607390986214,0.32727577402120567,0.0332052985154654,0.0009985465189889444,0.14642959259313243,Bumps,Bumps
0,0,0,1261,0.38134862906314715,0.0038044130775908274,0.052740516238056624,0.38697570244510177,0.04169883792924764,0.0008928571428571427,0.1325390441039986,Bumps,Other_Faults
0,0,0,1064,0.5575999907769872,0.004984524873852662,0.03432978097108395,0.34837824904644976,0.020635599298345523,0.007924007535412957,0.0261478474978679,Bumps,Bumps
0,0,0,914,0.46487569782235627,0.006698017114089754,0.023227868631039247,0.3489757314207945,0.020350589676726028,0.018447593481500033,0.11742450185349411,Bumps,Bumps
0,0,0,1085,0.40899800086038623,0.009037749698433174,0.05114186209029798,0.3383383088319779,0.1482007176269574,0.02129845093398287,0.022984909957964223,Bumps,Bumps
0,0,0,1082,0.3206648394071551,0.012462923042656887,0.0716619890287333,0.3948654025874992,0.048891622705694304,0.0,0.1514532232282608,Bumps,Other_Faults
0,0,0,1006,0.20202871388369495,0.008544193995432384,0.02127391648047209,0.4624478913857935,0.01693133415351445,0.00041666666666666664,0.28835728343442557,Bumps,Other_Faults
0,0,0,977,0.10735513835585303,0.2665489624473808,0.0018183219864029892,0.34822007501188595,0.2358587299882345,0.0006626593806921676,0.03953611282955041,Bumps,Other_Faults
0,0,0,1026,0.349415518295813,0.04007290828203561,0.008551312158697281,0.4221284694706322,0.07065553715004619,0.005573153598199996,0.10360310104457586,Bumps,Other_Faults
0,0,0,986,0.3026343819586716,0.011028148263825165,0.1623896807489793,0.3926516966612401,0.03134288231093133,0.07239268102687937,0.027560529029472928,Bumps,Other_Faults
0,0,0,937,0.6270317115955425,0.004134306459740648,0.02512525552695065,0.2736271889619152,0.05338709104896565,0.0013556893761318017,0.015338757030753514,Bumps,Bumps
0,0,0,1013,0.597129789154635,0.001300916825890394,0.03907503913383563,0.30917059941768277,0.031207862916527794,0.001975235103516275,0.020140557447912273,Bumps,Bumps
0,0,0,1253,0.1025959163713831,0.08974061480537009,0.01918106919546393,0.4614803149119421,0.22797922080806973,0.0036741280576812786,0.09534873585008982,Bumps,Other_Faults
0,0,0,1096,0.19317598105980452,0.017049023175908604,0.04236006620376973,0.4620984888148883,0.1205907914082478,0.0009330628803245436,0.16379258645705622,Bumps,Other_Faults
0,0,0,965,0.5562477393985522,0.001955758110042163,0.0667587870871327,0.3046374657695116,0.03429714556073497,0.0005737704918032787,0.035529333582223016,Bumps,Bumps
0,0,0,993,0.16844406648326607,0.01430954301384687,0.035159750937051454,0.5462601632757712,0.0030299337792483363,0.023250402140357895,0.20954614037045802,Bumps,Other_Faults
0,0,0,877,0.2810408302050011,0.020390360158271417,0.03788594257302377,0.5557900226797562,0.007961302543345887,0.015044932048939412,0.0818866097916621,Bumps,Other_Faults
0,0,0,1494,0.1439552691135193,0.058603027767024925,0.0028332789933162472,0.4117518868413802,0.2956322461707651,0.0009430332124678685,0.08628125790152634,Other_Faults,Other_Faults
0,0,0,1651,0.45204250271365815,0.006457607786612704,0.029655202846753034,0.33776976629168276,0.061671998990046245,0.0011620057859209256,0.11124091558532614,Other_Faults,Bumps
0,0,0,1623,0.38417886495711157,0.019847902961006334,0.014658066722651044,0.3724641277793112,0.03896393204898731,0.01773742488240661,0.1521496806485259,Other_Faults,Bumps
0,0,0,1588,0.22735467007173205,0.019383144229270937,0.02632236474914754,0.3976444534420736,0.25828840346113485,0.001684284808891879,0.06932267923774899,Other_Faults,Other_Faults
0,0,0,1386,0.09699551022132644,0.007309412173497568,0.05360668061068551,0.8127021492189402,0.006504240585122938,0.007315787434346576,0.015566219756080557,Other_Faults,Other_Faults
0,0,0,1901,0.19654202202106577,0.013220013127697147,0.03552744341014108,0.5626151218811944,0.0029430151169281605,0.05978791599402049,0.12936446844895266,Other_Faults,Other_Faults
0,0,0,1513,0.13695151807490094,0.007171419894922384,0.009818064001216174,0.5068174358902111,0.02307226009872187,0.0016907993966817497,0.31447850264334554,Other_Faults,Other_Faults
0,0,0,1613,0.10397700856368179,0.017871398538554496,0.2956153519483595,0.5177556278639956,0.024941766281774275,0.0020104540354153357,0.037828392768218866,Other_Faults,Other_Faults
0,0,0,1380,0.0932525012452797,0.003275982270302757,0.20280210389574496,0.677962050921452,0.00272646280734516,0.0015151979565772669,0.018465700903298042,Other_Faults,Other_Faults
0,0,0,1876,0.049122575376731835,0.04367979938070862,0.02961847303840402,0.833510680668232,0.002791146418081403,0.03171384760883225,0.00956347750900991,Other_Faults,Other_Faults
0,0,0,1290,0.07249365762639254,0.04289834122557203,0.020930189846585883,0.6250705063457233,0.12662692646884838,0.005329717341482046,0.10665066114539566,Other_Faults,Other_Faults
0,0,0,1685,0.08357573891512518,0.03602597840321459,0.029997581316180313,0.42601044443498526,0.047210927391851926,0.00021739130434782607,0.37696193823429497,Other_Faults,Other_Faults
0,0,0,1478,0.5638153313794517,0.0016145510835913312,0.047587236276742925,0.31176156239009845,0.008244633967969595,0.0035433260260625994,0.06343335887608326,Other_Faults,Bumps
0,0,0,1745,0.3595285212473908,0.0004262362921580799,0.048518301312336504,0.4626380167232499,0.0025595238095238093,0.009178618633256327,0.11715078198208449,Other_Faults,Other_Faults
0,0,0,1321,0.2582063479042055,0.009122904097435942,0.030381343174023176,0.5794881688573926,0.0018831168831168832,0.02574115270425091,0.09517696637957491,Other_Faults,Other_Faults
0,0,0,1795,0.3536932286649418,0.005599778209891097,0.03285764047667502,0.40424294442635506,0.051639104693005866,0.017221854729045753,0.13474544880008504,Other_Faults,Other_Faults
0,0,0,1285,0.12254848041077603,0.09449181237787639,0.011469492811149373,0.3530929328360224,0.30266245528071234,0.0010219517692134324,0.11471287451425002,Other_Faults,Other_Faults
0,0,0,1822,0.45919388011398043,0.0037185307468162667,0.05787933024285618,0.33148505851935633,0.06484087215172087,0.00802142144729298,0.07486090677797687,Other_Faults,Bumps
0,0,0,1617,0.08239486008146982,0.0014290152405602322,0.6144854514175698,0.22788813341729738,0.021401134451533063,0.0001923076923076923,0.05220909769926177,Other_Faults,K_Scratch
0,0,0,1529,0.03296361009825616,0.0304881066162596,0.09649875616610698,0.4603334969691385,0.1342016590236888,0.00021739130434782607,0.24529697982220192,Other_Faults,Other_Faults
0,0,0,1877,0.08522793492887942,0.044271121209661535,0.06300155457055358,0.6542260916408159,0.030715351233941094,0.06876172650767381,0.05379621990847472,Other_Faults,Other_Faults
0,0,0,1352,0.11008306510748378,0.007153173731707887,0.4486685985117437,0.34815747966179944,0.00689242503864745,0.010005494984555087,0.06903976296406243,Other_Faults,K_Scratch
0,0,0,1788,0.44607568372237666,0.0013895173453996985,0.025885493664402043,0.37510622666836874,0.015297376412274504,0.01357994477114164,0.12266575741603641,Other_Faults,Bumps
0,0,0,1325,0.1961367369430125,0.006688334975640722,0.04465378234548798,0.5900491691321847,0.005333418552660929,0.01654622981736637,0.1405923282336467,Other_Faults,Other_Faults
0,0,0,1401,0.41650062840756674,0.002639161220043573,0.023470895986447804,0.4261831965239357,0.006229570313902916,0.007817441461710543,0.11715910608639261,Other_Faults,Other_Faults
0,0,0,1912,0.16593959708509687,0.0034509193977235388,0.184902992369245,0.5118015466835284,0.004774459670682082,0.0030651291694759907,0.1260653556242477,Other_Faults,Other_Faults
0,0,0,1844,0.15581523079711526,0.00933750011168742,0.29055826524918676,0.42619100653348474,0.0363179466061891,0.016158537854069135,0.0656215128482674,Other_Faults,Other_Faults
0,0,0,1603,0.18682836835579683,0.029513880048145966,0.01515505340906336,0.411393807701083,0.24709284425043307,0.0018427669075738878,0.10817327932790376,Other_Faults,Other_Faults
0,0,0,1801,0.3303943389846254,0.004845849637458429,0.020097172425473896,0.3710761718548512,0.023263085048480635,0.017041903631525742,0.23328147841758476,Other_Faults,Other_Faults
0,0,0,1737,0.06483720243347457,0.17877846017166832,0.0024665844394901803,0.43930855920481937,0.22845815848057907,0.005701975620008406,0.08044905964995987,Other_Faults,Other_Faults
0,0,0,1354,0.24425639674329155,0.0017526172185390063,0.08120325540803117,0.46470318546557043,0.0008564284623606658,0.000111731843575419,0.2071163848586316,Other_Faults,Other_Faults
0,0,0,1851,0.1285699594465579,0.026607838333467974,0.041573628352935155,0.5728128957110472,0.08179669982989321,0.006044033935413246,0.142594944390685,Other_Faults,Other_Faults
0,0,0,1791,0.26984088908673864,0.002844457722144216,0.12166531538421724,0.48196732246794816,0.0,0.0004147621466057221,0.1232672531923458,Other_Faults,Other_Faults
0,0,0,1714,0.10378383150851869,0.06432177192091934,0.014794446510098652,0.35186302104587935,0.22265213526629904,0.0007670498084291189,0.24181774393985558,Other_Faults,Other_Faults
0,0,0,1769,0.22008769092631966,0.0027890747608789014,0.054102315199390266,0.6104714882808602,0.002800976800976801,0.005680543948854584,0.10406791008271928,Other_Faults,Other_Faults
0,0,0,1532,0.08358440100429554,0.03307995283658078,0.02783850253245361,0.39537212870960053,0.09794648867289055,0.0,0.36217852624417907,Other_Faults,Other_Faults
0,0,0,1759,0.24412942693654244,0.0030646071700991605,0.12991000429612126,0.5125016326585391,0.004324777590719367,0.012301208080161427,0.09376834326781708,Other_Faults,Other_Faults
0,0,0,1355,0.2695810354671457,0.018406474113580148,0.055567461558337125,0.5653582944476682,0.008702480426239539,0.018112628333507512,0.06427162565352154,Other_Faults,Other_Faults
0,0,0,1740,0.30943895346963307,0.0021213976345160752,0.013383764826658196,0.4945133150517191,0.009012693818946342,0.0016159188034188033,0.16991395639510828,Other_Faults,Other_Faults
0,0,0,1604,0.5490868831623484,0.00047649614852854046,0.09917958141090738,0.31163144645360974,0.01915020081235967,0.0015663120867545123,0.018909079925491897,Other_Faults,Bumps
0,0,0,1481,0.09086525813087787,0.03782728665191805,0.009563356419467166,0.39262492024779627,0.2816888553586447,0.0016040404040404042,0.18582628278725566,Other_Faults,Other_Faults
0,0,0,1698,0.08841940038419958,0.03266931244424255,0.028577997324482473,0.5045763768441871,0.06695708314701598,0.002840683045286626,0.27595914681058586,Other_Faults,Other_Faults
0,0,0,1793,0.025750745525556416,0.11103165643172369,0.04162606091430347,0.3648049813709523,0.2987605408002396,0.0005204216073781291,0.15750559334984612,Other_Faults,Other_Faults
0,0,0,1657,0.22667309761616394,0.0015152445915859371,0.08285030384082552,0.5587935534588824,0.0016199813258636786,0.012415680980073607,0.11613213818660445,Other_Faults,Other_Faults
0,0,0,1620,0.38114862438700375,0.006831133397781377,0.011055883946742194,0.3981052998485651,0.03633403021843498,0.022057829116301827,0.14446719908517042,Other_Faults,Other_Faults
0,0,0,1273,0.13426998954616917,0.01660739155481122,0.006044151223451555,0.24390459523944716,0.5367867099071083,0.0010793260473588343,0.061307836481653465,Other_Faults,Pastry
0,0,0,1569,0.5778655915375889,0.0007037688758012677,0.0313297409066142,0.31612159064666756,0.03358923742711534,0.007211565162136344,0.033178505444076335,Other_Faults,Bumps
0,0,0,1637,0.24952813232858154,0.010315864303182045,0.17969636740016562,0.3897433381932844,0.022442998859668398,0.0036605818879915262,0.14461271702712647,Other_Faults,Other_Faults
0,0,0,1351,0.1890442460230239,0.04868394917200145,0.05233796883350392,0.6393819854400552,0.0015588972431077694,0.017672108925423827,0.05132084436288364,Other_Faults,Other_Faults
0,0,0,1450,0.34114910950625954,0.008640252186042823,0.044218679591623025,0.40619541794699926,0.049860779068769186,0.02387336717418655,0.12606239452611942,Other_Faults,Other_Faults
0,0,0,1738,0.11029314068259953,0.08213219730780696,0.021829125755529706,0.6698239929301789,0.013220729950830819,0.06768870086022692,0.03501211251282671,Other_Faults,Other_Faults
0,0,0,1766,0.30462020297454023,0.0072974091455350505,0.04794344111333098,0.46082788197954805,0.0037734204793028327,0.0018842573863595824,0.17365338692138338,Other_Faults,Other_Faults
0,0,0,1503,0.09200190015143316,0.04027212743956561,0.03183121303196702,0.4460314581476419,0.1754144993860456,0.0011086569014957762,0.21334014494185108,Other_Faults,Other_Faults
0,0,0,1277,0.0007046867038374852,0.0,0.9943946385739902,0.004374730300074418,8.19672131147541e-05,0.0,0.000443977208983085,Other_Faults,K_Scratch
0,0,0,1594,0.31928378250122813,0.012091319338903082,0.09776382439403428,0.3913636762675057,0.053218539278306894,0.0021401760671270653,0.12413868215289474,Other_Faults,Other_Faults
0,0,0,1492,0.10717815756502348,0.03248763964435333,0.027149407333520812,0.45476735949551744,0.0696217511562785,0.00117816091954023,0.30761752388576613,Other_Faults,Other_Faults
0,0,0,1830,0.17716707555322528,0.015150515054468216,0.25605862440580823,0.3521197901197663,0.04421288112413444,0.09534690753650896,0.059944206206088466,Other_Faults,Other_Faults
0,0,0,1658,0.20087615685730126,0.06777521835954432,0.0032899943966741185,0.4131297880616199,0.2402885777140971,0.0016104414438360554,0.07302982316692702,Other_Faults,Other_Faults
0,0,0,1646,0.15739719866354343,0.04763623697658184,0.020345330220837097,0.4207168713110026,0.13703681520047176,0.0015143174837521397,0.21535323014381114,Other_Faults,Other_Faults
0,0,0,1607,0.28600441567899765,0.0053212844131253646,0.03389680470654914,0.3875598576494296,0.01437500706602668,0.02446303832022642,0.2483795921656451,Other_Faults,Other_Faults
0,0,0,1460,0.47489943824515984,0.006395917024324251,0.04729249820830717,0.32289674227832593,0.08645618751732219,0.0013947885542006514,0.06066442817235998,Other_Faults,Bumps
0,0,0,1550,0.21791496882885358,0.045104976660438535,0.03543530830356782,0.5667546982047006,0.0048,0.03776103027046289,0.09222901773197663,Other_Faults,Other_Faults
0,0,0,1711,0.2349548431716484,0.016479644557900554,0.041638467886634285,0.48367720899386396,0.014917559813064352,0.021784230282919724,0.18654804529396882,Other_Faults,Other_Faults
0,0,0,1677,0.11789030486391562,0.03906635297945232,0.011338265169259376,0.6459416266448139,0.042663912564747566,0.04228164233070583,0.1008178954471055,Other_Faults,Other_Faults
0,0,0,1350,0.09885642976023445,0.012716118817231838,0.1255824391966514,0.7360432282573286,0.00566421568627451,0.0015673234811165845,0.01957024480116271,Other_Faults,Other_Faults
0,0,0,1505,0.0450141057989015,0.0187836228056716,0.11213306480850274,0.5045811499977958,0.12752111514208667,0.000588235294117647,0.19137870615292388,Other_Faults,Other_Faults
0,0,0,1518,0.09009813996514116,0.007963146414032457,0.015694599844528992,0.45994349586121414,0.32939751945130896,0.0,0.09690309846377428,Other_Faults,Other_Faults
0,0,0,828,0.1390112304725235,0.1752000119893663,0.03824227633244788,0.3739878128472206,0.16052163091951524,0.011783202264098935,0.1012538351748271,Dirtiness,Other_Faults
0,0,0,840,0.02373904874314374,0.5742930878300622,0.005344716082611329,0.17440520027858866,0.1861426959936534,0.0009185980780101752,0.03515665299393034,Dirtiness,Dirtiness
0,0,0,813,0.04729473550010106,0.10164568093737979,0.01969469732642096,0.31696657593904265,0.39767616808037154,0.0006626593806921676,0.11605948283599193,Dirtiness,Pastry
0,0,0,827,0.13177093177727286,0.19680806490659145,0.02656579854572288,0.36730999180807694,0.22250088022856812,0.007471004657783683,0.04757332807598399,Dirtiness,Other_Faults
0,0,0,860,0.271829770174069,0.09113308503604617,0.010331153630170816,0.38156342083070327,0.15547445710762658,0.010509545345223194,0.07915856787616078,Dirtiness,Other_Faults
0,0,0,707,0.003709419755415888,0.0,0.9799473011101678,0.014774553963655197,8.19672131147541e-05,0.0,0.0014867579576461865,K_Scratch,K_Scratch
0,0,0,582,0.0018811572920727792,0.0,0.9926856346555013,0.004585029473507232,8.19672131147541e-05,0.0,0.000766211365803708,K_Scratch,K_Scratch
0,0,0,417,0.004901064243086382,0.0032900432900432896,0.9661286862882977,0.01650006590091721,0.00516854729969484,0.0,0.004011592977960412,K_Scratch,K_Scratch
0,0,0,374,0.17581861580091215,0.009225170482150104,0.4426145966439845,0.2973613084105739,0.028018759285694073,0.015130505543872082,0.03183104383281308,K_Scratch,K_Scratch
0,0,0,460,0.003823127330161584,0.0,0.9676315746939573,0.019341476917511632,8.19672131147541e-05,0.0,0.009121853845254529,K_Scratch,K_Scratch
0,0,0,710,0.017593267444610906,0.0,0.9060315592397475,0.061461069581662475,0.0,0.0,0.01491410373397853,K_Scratch,K_Scratch
0,0,0,467,0.004502668521161248,0.0,0.9899086073476304,0.004375607026458335,8.19672131147541e-05,0.0,0.001131149891634972,K_Scratch,K_Scratch
0,0,0,657,0.00039218670383748514,0.0,0.9970332574765598,0.0020486113975049,8.19672131147541e-05,0.0,0.000443977208983085,K_Scratch,K_Scratch
0,0,0,704,0.005086345525724011,0.0,0.9497412731532523,0.04312746567407124,8.19672131147541e-05,0.0,0.0019629484338366627,K_Scratch,K_Scratch
0,0,0,700,0.0022037379372340698,0.0,0.9918512526476521,0.005419064993015921,8.19672131147541e-05,0.0,0.000443977208983085,K_Scratch,K_Scratch
0,0,0,668,0.00039218670383748514,0.0,0.9970332574765598,0.0020486113975049,8.19672131147541e-05,0.0,0.000443977208983085,K_Scratch,K_Scratch
0,0,0,351,0.12169267286276321,0.004664492650412665,0.6023060176681845,0.211604834464051,0.03705564263005914,0.013527207569330119,0.00914913215519914,K_Scratch,K_Scratch
0,0,0,373,0.22054920450051096,0.007211585446341104,0.42746679854829217,0.27465526389400224,0.013188123688781951,0.03614890457082252,0.020780119351248932,K_Scratch,K_Scratch
0,0,0,726,0.02118423819847396,0.0008333333333333333,0.8648205319453328,0.09611277834382335,0.0008333333333333333,0.004705882352941176,0.011509902492761702,K_Scratch,K_Scratch
0,0,0,616,0.00039218670383748514,0.0,0.9972086960730511,0.001873172801013672,8.19672131147541e-05,0.0,0.000443977208983085,K_Scratch,K_Scratch
0,0,0,662,0.0009804219979551321,0.0,0.9871698461450568,0.01073555214077242,8.19672131147541e-05,0.0,0.001032212503100732,K_Scratch,K_Scratch
0,0,0,699,0.00039218670383748514,0.0,0.9970332574765598,0.0020486113975049,8.19672131147541e-05,0.0,0.000443977208983085,K_Scratch,K_Scratch
0,0,0,577,0.004762504909366958,0.0,0.9780074572923891,0.013145548746172759,0.0008690042501517909,0.0,0.0032154848019192495,K_Scratch,K_Scratch
0,0,0,522,0.008563287134803888,0.0005555555555555556,0.961273645332184,0.018578514134446084,0.001690154347617678,0.0,0.009338843495392265,K_Scratch,K_Scratch
0,0,0,483,0.00019518189014520491,0.0,0.9962683848250551,0.0020357801866314955,8.19672131147541e-05,0.0,0.0014186858850533184,K_Scratch,K_Scratch
0,0,0,515,0.0020437433838571633,0.0,0.9756451443555725,0.020878138360013825,0.00045233758348512445,0.0,0.0009806363170707646,K_Scratch,K_Scratch
0,0,0,564,0.00039218670383748514,0.0,0.9967838243699838,0.0025021261367339253,8.19672131147541e-05,0.0,0.00023989557633002386,K_Scratch,K_Scratch
0,0,0,549,0.015483199829563777,0.0,0.9023899602133355,0.07097021458926892,0.0,0.0,0.011156625367831432,K_Scratch,K_Scratch
0,0,0,352,0.08030500463803376,0.07662265199132799,0.06659527558128332,0.5360267818360992,0.09552371286997935,0.003302075203079507,0.14162449788019685,K_Scratch,Other_Faults
0,0,0,438,0.004118545601827061,0.0,0.9912969830564288,0.0033258996915397332,8.19672131147541e-05,0.0,0.0011766044370895177,K_Scratch,K_Scratch
0,0,0,602,0.0007046867038374852,0.0,0.9949828738681079,0.00378649500595677,8.19672131147541e-05,0.0,0.000443977208983085,K_Scratch,K_Scratch
0,0,0,422,0.007577099101474182,0.001176470588235294,0.9547530548654044,0.025678059884996374,0.0026337101325047325,0.0,0.008181605427384626,K_Scratch,K_Scratch
0,0,0,465,0.002414433227043601,0.0032900432900432896,0.9767464818913875,0.008002591153442462,0.00516854729969484,0.0,0.004377903138388219,K_Scratch,K_Scratch
0,0,0,594,0.00039218670383748514,0.0,0.9972086960730511,0.001873172801013672,8.19672131147541e-05,0.0,0.000443977208983085,K_Scratch,K_Scratch
0,0,0,484,0.00019518189014520491,0.0,0.9962683848250551,0.0020357801866314955,8.19672131147541e-05,0.0,0.0014186858850533184,K_Scratch,K_Scratch
0,0,0,600,0.0027986038161369508,0.0,0.9832188462873784,0.01261790635837653,8.19672131147541e-05,0.0,0.0012826763249931255,K_Scratch,K_Scratch
0,0,0,622,0.00039218670383748514,0.0,0.9951618773455598,0.004124073161157729,8.19672131147541e-05,0.0,0.00023989557633002386,K_Scratch,K_Scratch
0,0,0,559,0.05037406701195545,0.004863373266926908,0.730230612466607,0.18173123650061537,0.008017429193899783,0.0003448275862068965,0.024438453973787935,K_Scratch,K_Scratch
0,0,0,647,0.0007046867038374852,0.0,0.9955974249516991,0.003171943922365438,8.19672131147541e-05,0.0,0.000443977208983085,K_Scratch,K_Scratch
0,0,0,676,0.1433783005243489,0.005902708076237488,0.43294397051869377,0.293682468475421,0.007416198752228164,0.0,0.11667635365307076,K_Scratch,K_Scratch
0,0,0,419,0.00019518189014520491,0.0,0.9847708961744222,0.011092092366675927,0.0006702025072324011,0.0,0.0032716270615239067,K_Scratch,K_Scratch
0,0,0,567,0.20350843547330455,0.024215413529369317,0.22511069829287783,0.45120308568356676,0.002271610398545383,0.007735289797950572,0.08595546682438555,K_Scratch,Other_Faults
0,0,0,541,0.151818887506945,0.046473706109246234,0.06652366721013946,0.586174691853588,0.0013761140819964351,0.02557230708816648,0.12206062614991846,K_Scratch,Other_Faults
0,0,0,420,0.14838362901799945,0.024006864023074635,0.06170279350362243,0.4631902555089946,0.010669329501352829,0.02274102252496057,0.2693061059199954,K_Scratch,Other_Faults
0,0,0,469,0.003914433227043601,0.0009090909090909091,0.9833956839964719,0.005567674762643718,0.003263785394932936,0.0,0.0029493317098167903,K_Scratch,K_Scratch
0,0,0,95,0.19271343421628606,0.023862026426745415,0.008340178252779027,0.35722626575234284,0.3324524918767097,0.0012245146939493501,0.08418108878118724,Pastry,Other_Faults
0,0,0,90,0.12998389470655516,0.044214910550903035,0.01104608405678295,0.3164877152581291,0.39970229497658816,0.0011571746266092829,0.09740792582443229,Pastry,Pastry
0,0,0,40,0.10292461163935808,0.16466528644851747,0.00838432028444868,0.24805813288701317,0.41579581006705607,0.0009430332124678685,0.059228805461138796,Pastry,Pastry
0,0,0,149,0.14430627504476287,0.019719579407901283,0.003258451416012617,0.256448910051068,0.5040611964156924,0.0010793260473588343,0.07112626161720384,Pastry,Pastry
0,0,0,89,0.20285616027628975,0.018218767108922812,0.007879657739091115,0.4722071793599858,0.16816066870368204,0.0015143174837521397,0.12916324932827608,Pastry,Other_Faults
0,0,0,141,0.06981288390258683,0.14978729211255232,0.0066050432264773695,0.3697403737705553,0.3514806721006376,0.00994439986243265,0.042629335024758026,Pastry,Other_Faults
0,0,0,52,0.10373105069758076,0.03490514384926157,0.0023451429601825426,0.36201171993867826,0.4415744359597534,0.0005737704918032787,0.0548587361027403,Pastry,Pastry
0,0,0,128,0.019775639049800776,0.09219197230856267,0.009188221724653828,0.3977463100453781,0.38238917898589336,0.0,0.09870867788571115,Pastry,Other_Faults
0,0,0,63,0.4035253511243807,0.0058658717220692646,0.03900086215262367,0.3063359807187045,0.15748082212319534,0.018525445741885124,0.06926566641714105,Pastry,Bumps
0,0,0,36,0.10274746652406115,0.025528275451905218,0.005697257673710298,0.3736139759430708,0.43825736531471693,0.0005737704918032787,0.05358188860073219,Pastry,Pastry
0,0,0,79,0.03138374107462701,0.1293983329136861,0.058711064347516106,0.3210100423822887,0.2576550451227083,0.0,0.20184177415917365,Pastry,Other_Faults
0,0,0,55,0.18289377771057908,0.06206014164982688,0.0012252444835267914,0.38555239510590444,0.28259209904568733,0.004415108196307559,0.08126123380816803,Pastry,Other_Faults
0,0,0,56,0.15851278147334685,0.035475473071106954,0.035254754010819005,0.5123863754595908,0.021366539998347544,0.18659339635604133,0.05041067963074734,Pastry,Other_Faults
0,0,0,152,0.12911559851709464,0.07640712688710193,0.021703457471058694,0.4401714567252792,0.18495936232657326,0.003763016946570167,0.14387998112632197,Pastry,Other_Faults
0,0,0,20,0.1066743828735804,0.0549654037419438,0.0037455355912866563,0.3495161421103432,0.45510988420235826,0.0006626593806921676,0.02932599209979544,Pastry,Pastry
0,0,0,210,0.08831563835652406,0.034131168895192535,0.051234157205499245,0.40048130529018594,0.037199968480614576,0.00021739130434782607,0.3884203704676358,Z_Scratch,Other_Faults
0,0,0,296,0.1440489275173156,0.020328619999217926,0.010815623996389497,0.4147549150166591,0.056525115145936146,0.00037037037037037035,0.35315642795411084,Z_Scratch,Other_Faults
0,0,0,196,0.16891940852653214,0.023662213040782767,0.004935055668867743,0.34851736674581824,0.25196372733986494,0.0020976688683582018,0.19990455980977592,Z_Scratch,Other_Faults
0,0,0,175,0.2270920621821776,0.009037318135214311,0.024898861715523732,0.4262371781513957,0.024543540968844136,0.0004761904761904762,0.2877148483706538,Z_Scratch,Other_Faults
0,0,0,307,0.040674609830669936,0.12815743721678682,0.04620693174328431,0.396877105096998,0.15836494785434668,0.00021739130434782607,0.22950157695356627,Z_Scratch,Other_Faults
0,0,0,171,0.09431818756438984,0.05504219460725326,0.0055900504780228835,0.4659223099015904,0.2524978366592673,0.001003878018684999,0.12562554277079152,Z_Scratch,Other_Faults
0,0,0,215,0.310970707096857,0.004822935836093731,0.06676843748334614,0.4167965759914876,0.0034387205387205384,0.0015923076923076923,0.19561031536118698,Z_Scratch,Other_Faults
0,0,0,341,0.07425735228945278,0.1469277046384935,0.028556269456132353,0.45428785852663006,0.16047735320319112,0.011661514784226293,0.12383194710187358,Z_Scratch,Other_Faults
0,0,0,264,0.2808029945464297,0.0036563477413097765,0.015049407116467328,0.5372959640722662,0.0032894798828622357,0.005222590131809749,0.1546832165088549,Z_Scratch,Other_Faults
0,0,0,222,0.0847103088630204,0.028235270915388577,0.03224037176465366,0.48213050735405616,0.07498131468305384,0.00021739130434782607,0.2974848351154796,Z_Scratch,Other_Faults
0,0,0,277,0.31886378527113696,0.010445889663432404,0.029156331599207486,0.33523273774736767,0.047707804166965885,0.0004761904761904762,0.25811726107569866,Z_Scratch,Other_Faults
0,0,0,272,0.23522784085888632,0.027560647422556234,0.10245573066514016,0.4760931449132768,0.006757101031014075,0.014297671524313549,0.13760786358481264,Z_Scratch,Other_Faults
0,0,0,221,0.18025675234414953,0.0234501729888779,0.041004358280755486,0.47196943346855025,0.017223054546481504,0.03165532399705855,0.23444090437412668,Z_Scratch,Other_Faults
0,0,0,338,0.14649175606547116,0.0253503678750008,0.008773117762194117,0.4003181324230522,0.22187133493554329,0.0009099069512862616,0.1962853839874521,Z_Scratch,Other_Faults
0,0,0,162,0.4075481136643974,0.006581289699677589,0.014449868735605487,0.3293606626721173,0.02381456045626787,0.008697294010047192,0.20954821076188712,Z_Scratch,Bumps
0,0,0,199,0.3222437469153133,0.017656259531277505,0.07655500741260099,0.43643249853399185,0.010792580231401996,0.05540850737692052,0.08091139999849345,Z_Scratch,Other_Faults
0,0,0,192,0.17490082054303646,0.08556050757197403,0.006341041844749127,0.29535033357614254,0.29874127372898285,0.004125142024372077,0.13498088071074285,Z_Scratch,Pastry
0,0,0,176,0.19101066549819307,0.061536339072729346,0.009246249987200755,0.3839300917550334,0.08892898323379224,0.009318598291972903,0.2560290721610781,Z_Scratch,Other_Faults
0,0,0,265,0.08445378003902462,0.03610535122954297,0.03941243914251505,0.40811794751770586,0.05022307017446789,0.0,0.38168741189674354,Z_Scratch,Other_Faults
0,0,0,759,0.09886530499387496,0.0015649093547031145,0.024661015346488586,0.15887901630507867,0.01912884940827584,0.6797073254788221,0.017193579112756704,Stains,Stains
0,0,0,760,0.14642227854017964,0.0029952424624555773,0.02742657578099312,0.16929105694666263,0.017403534675759908,0.6283835426328699,0.00807776896107905,Stains,Stains
0,0,0,764,0.10775614199161378,0.00496545459273654,0.035384126601135206,0.1874818234723149,0.015381879252307818,0.6405923734416468,0.00843820064824516,Stains,Stains
0,0,0,741,0.4641094630290307,0.015180472194887495,0.017300952901452404,0.3142150093834952,0.0954964125100354,0.0005737704918032787,0.09312391948929549,Stains,Bumps
0,0,0,766,0.03269502762971175,0.015737854503539882,0.040403361481183994,0.1943312375376514,0.016299363528031918,0.6889073287913107,0.011625826528570122,Stains,Stains
0,0,0,799,0.0450887242317678,0.002993872549019608,0.01892832427816676,0.14698477386296976,0.008121671586067872,0.7685941407105621,0.009288492781445973,Stains,Stains
0,0,0,752,0.047553296615556385,0.013794979796497724,0.04531900733585239,0.2001182466636304,0.015394862313159183,0.6678298185708519,0.0099897887044518,Stains,Stains
0,0,0,749,0.022250943014178227,0.0024744474679763723,0.03673742617777473,0.07282744893345003,0.006331347826805372,0.8554312113258004,0.003947175254014655,Stains,Stains
0,1,0,871,0.29428239723884575,0.014702443557711524,0.040647626601563944,0.4498540711155131,0.04747490477938483,0.0011921458625525946,0.15184641084442782,Bumps,Other_Faults
0,1,0,1252,0.5248299673605477,0.005378675571838815,0.06486630597744047,0.35312988756551805,0.012544566424648209,0.0008,0.038450597100007,Bumps,Bumps
0,1,0,1213,0.5282564501460465,0.0007692307692307692,0.010816145510300763,0.3471943127792144,0.0023486990950226244,0.004385996667712846,0.10622916503247191,Bumps,Bumps
0,1,0,912,0.5237790617736059,0.0019906272972310705,0.031136082029820503,0.37870161293203625,0.021995505451369815,0.01699403491906517,0.025403075596871195,Bumps,Bumps
0,1,0,1100,0.20511058270217764,0.03414699675385505,0.013038806533351308,0.29373922225934124,0.10460196451467596,0.0054870610760645285,0.3438753661605341,Bumps,Z_Scratch
0,1,0,1081,0.17747772997312036,0.04368106675245153,0.0018272309984361263,0.32292299901229166,0.40797356420576397,7.49063670411985e-05,0.04604250269089479,Bumps,Pastry
0,1,0,1151,0.10825040313241992,0.005782860377153933,0.2802302307180104,0.4021567343349878,0.02524528691930236,0.0,0.17833448451812564,Bumps,Other_Faults
0,1,0,885,0.24862934117001745,0.003974209562367457,0.1263423656170909,0.48663530212944606,0.009942891422303186,0.006677045996086244,0.11779884410268865,Bumps,Other_Faults
0,1,0,1044,0.47531485328439155,0.0020000576423999557,0.020867760863818557,0.37223912890203453,0.04643736128956819,0.019509153145853424,0.06363168487193371,Bumps,Bumps
0,1,0,1014,0.5413394742627112,0.002771427781074382,0.01645789287626687,0.3349606380583905,0.047950853159295675,0.013941369102677062,0.042578344759584066,Bumps,Bumps
0,1,0,1154,0.1962605456235253,0.009282656114871734,0.12156506645640547,0.5415882368483804,0.0032546020222971217,0.003519695890051927,0.124529197044468,Bumps,Other_Faults
0,1,0,908,0.6174315012628854,0.0011140583554376659,0.03398973917975749,0.2683645479093341,0.01807167128760485,0.01177702290822488,0.04925145909675553,Bumps,Bumps
0,1,0,1079,0.3545125184846927,0.010319123108616199,0.07436677508377372,0.3160046823584983,0.07978881027035753,0.1469535368344661,0.0180545538595954,Bumps,Bumps
0,1,0,955,0.49835282333806324,0.0036387665765106403,0.024015752131876143,0.3893975869498811,0.05946346572741202,0.009276819797177508,0.01585478547907913,Bumps,Bumps
0,1,0,982,0.20658961589653024,0.022234945942114535,0.02100307336564505,0.320255786348457,0.05339346769244276,0.006859424091501547,0.3696636866633087,Bumps,Z_Scratch
0,1,0,1236,0.25585577106932295,0.0021807411489185836,0.04435981144284115,0.5278536471978534,0.00330174636918851,0.0009599156118143459,0.16548836716006096,Bumps,Other_Faults
0,1,0,918,0.19315143641728622,0.011872484515907878,0.004988866081865986,0.3645434398325287,0.3651072897605518,0.0029446771554058815,0.05739180623645365,Bumps,Pastry
0,1,0,1028,0.38268795083100904,0.0037305798823787507,0.051529859358257185,0.46173872826883683,0.0028867821843628293,0.002153343214756258,0.09527275626039934,Bumps,Other_Faults
0,1,0,1036,0.5189815925258648,0.008426550759893793,0.009577794283895508,0.328453440514785,0.07269007755932624,0.011010000045841031,0.05086054431039353,Bumps,Bumps
0,1,0,1118,0.5549603597991517,0.005523087861728834,0.028435793441409805,0.3033276557078649,0.010248857446401707,0.003704441698761474,0.0937998040446815,Bumps,Bumps
0,1,0,971,0.10064101911576309,0.31569320134689444,0.005870863717141098,0.3315349704542198,0.1851471326347513,7.49063670411985e-05,0.061037906364188654,Bumps,Other_Faults
0,1,0,1057,0.5058659932556321,0.005318488158364201,0.016113730422759865,0.37741288222024605,0.02985710232949766,0.025430291259479442,0.04000151235402053,Bumps,Bumps
0,1,0,973,0.4683899551903371,0.01687537192378805,0.020322784701857555,0.3374711710445868,0.06668176551952308,0.013356113216904044,0.07690283840300316,Bumps,Bumps
0,1,0,1127,0.2434640943148223,0.0068530203164571145,0.019483969389833565,0.39825718684349154,0.015021929709964844,0.0008347826086956522,0.3160850168167352,Bumps,Other_Faults
0,1,0,1227,0.37061857148271726,0.0017247863247863249,0.021211119552861445,0.44801036252450144,0.00434643405538443,0.005052647998064077,0.14903607806168506,Bumps,Other_Faults
0,1,0,1267,0.2907041650123464,0.030380069139187813,0.1061349916498224,0.3948132640918988,0.03347677798231197,0.0001015228426395939,0.1443892092817926,Bumps,Other_Faults
0,1,0,879,0.568316455759526,0.008753513096961962,0.054617373072840154,0.29718096699825436,0.046072828458753864,0.010722564925790051,0.014336297687873352,Bumps,Bumps
0,1,0,930,0.31222079157329125,0.004879974549014797,0.08879214594096524,0.40397750264736504,0.01748987805100234,0.0008,0.1718397072383609,Bumps,Other_Faults
0,1,0,1063,0.4304640814395718,0.00125,0.11126044168071403,0.37466513214127184,0.03927912429766712,0.033839497899654764,0.009241722541120467,Bumps,Bumps
0,1,0,963,0.38744751559408314,0.0033992591280073347,0.11135139497234241,0.37551888523117327,0.03702416306250022,0.06840324148026916,0.01685554053162422,Bumps,Bumps
0,1,0,951,0.2604415563906626,0.002533693525049462,0.03523149158382801,0.443778553698172,0.09035942476012211,0.004872453870146027,0.1627828261720197,Bumps,Other_Faults
0,1,0,924,0.45709128792346887,0.004039664718428967,0.01614633735925754,0.2815933838674148,0.08787945682690974,0.006266593736834018,0.14698327556768598,Bumps,Bumps
0,1,0,945,0.39883679733285665,0.008675537447404135,0.013398582622879298,0.4101441640964977,0.022906749869262076,0.04500063656356307,0.10103753206753695,Bumps,Other_Faults
0,1,0,1115,0.27010101652831914,0.021407479666138145,0.131862851629388,0.4840187100967798,0.0032291666666666666,0.005826958997315034,0.08355381641539297,Bumps,Other_Faults
0,1,0,910,0.49998211967488154,0.006496171819967342,0.01832030989219448,0.34776774698805113,0.06491974154247532,0.016973619987642904,0.04554029009478734,Bumps,Bumps
0,1,0,892,0.14899872564079353,0.05881101002804936,0.0034717042121834856,0.35168016862271634,0.35079179827572277,0.0018682946402248679,0.08437829858030954,Bumps,Other_Faults
0,1,0,938,0.20839529337744683,0.0329855279553538,0.010699488556742165,0.3463867195223777,0.09639510510055783,0.022298488837695127,0.28283937664982645,Bumps,Other_Faults
0,1,0,972,0.3330578519275058,0.009053284572582755,0.07180477613577585,0.36821834550581856,0.13066213019779963,0.01392227771327897,0.07328133394723794,Bumps,Other_Faults
0,1,0,1145,0.5294316963334577,0.0012167084748293704,0.06525583024685448,0.2920776621641599,0.05224619294057382,0.0017389497432243892,0.05803296009690029,Bumps,Bumps
0,1,0,1140,0.5276163947980286,0.00021121534842409638,0.09353283982614952,0.3107960741080883,0.030674911962203913,0.002929505135387488,0.03423905882171823,Bumps,Bumps
0,1,0,893,0.41620619549677135,0.005656515642912078,0.013687439235032253,0.3435527703065183,0.06914554077591849,0.12960166376693485,0.022149874775912598,Bumps,Bumps
0,1,0,1507,0.08217864642854503,0.04034613028845701,0.035963500660605885,0.5949987683577015,0.0647082518984325,0.002355802421115002,0.179448899945143,Other_Faults,Other_Faults
0,1,0,1424,0.4404215529782845,0.010017200508804686,0.04499698690612844,0.3481615142847396,0.03656105952717969,0.0029298873702688277,0.1169117984245941,Other_Faults,Bumps
0,1,0,1785,0.2128893775731569,0.002685729466611819,0.10412095643855096,0.46232746040355244,0.0018544786384723272,0.0015383611972366756,0.2145836362824188,Other_Faults,Other_Faults
0,1,0,1389,0.19992001576585294,0.021406421343867096,0.03201659489012092,0.6895832050467718,0.010707278258321901,0.012932587986956439,0.03343389670810874,Other_Faults,Other_Faults
0,1,0,1316,0.27093091114877327,0.010190664652494054,0.0525612761776188,0.43619430913426105,0.024054424343208796,0.010011509467939312,0.1960569050757044,Other_Faults,Other_Faults
0,1,0,1727,0.20201018064502943,0.01211153594614136,0.01787713827707388,0.4571144528047251,0.05969562252141276,0.0015764705882352942,0.24961459921738208,Other_Faults,Other_Faults
0,1,0,1412,0.5526306491437142,0.00435472331110622,0.015625979200298793,0.32052273896169714,0.03405935743142161,0.01639862876750448,0.05640792318425745,Other_Faults,Bumps
0,1,0,1396,0.18378931492276818,0.03019033738567183,0.05843698814415968,0.45170973429254174,0.10566127035589107,0.0,0.1702123548989672,Other_Faults,Other_Faults
0,1,0,1630,0.2207442980334393,0.008070627706977989,0.005963129657600455,0.38264577789466503,0.33934400259916087,0.00028767232448800704,0.04294449178366827,Other_Faults,Other_Faults
0,1,0,1789,0.2424353686424377,0.050658129465170114,0.034669766479690736,0.3189338746667744,0.1725129210221864,0.013793024435987102,0.16699691528775332,Other_Faults,Other_Faults
0,1,0,1444,0.22540329796748623,0.0521571019566057,0.12587657006000755,0.40467792231352384,0.03245553341550231,0.001331991096748928,0.15809758319012526,Other_Faults,Other_Faults
0,1,0,1506,0.1878829853508815,0.007480407449447698,0.008703633138190628,0.4935878565160992,0.020268170146614486,0.002851605758582503,0.2792253416401837,Other_Faults,Other_Faults
0,1,0,1796,0.2452713418016692,0.017756513861249337,0.05349965351851086,0.41681296942299556,0.023162141338534593,0.14381964206102002,0.09967773799602037,Other_Faults,Other_Faults
0,1,0,1838,0.1425789245078489,0.007748452768688006,0.1515280300935963,0.5280209216271424,0.01210350419020606,0.002725114499027542,0.1552950523134908,Other_Faults,Other_Faults
0,1,0,1854,0.056261866170806495,0.046527305261009,0.0194061776046747,0.8107015582269257,0.007606423427492987,0.04841051566237597,0.011086153646714543,Other_Faults,Other_Faults
0,1,0,1649,0.4246165452060844,0.0323741008415072,0.019172554263025707,0.35209438326345316,0.11804319385413783,0.0036604657177886153,0.05003875685400285,Other_Faults,Bumps
0,1,0,1814,0.20598466996485215,0.016111765294870597,0.02124503837966907,0.4918423600139495,0.11939751688537888,0.0003125,0.1451061494612795,Other_Faults,Other_Faults
0,1,0,1408,0.46684608398069555,0.008574271859792352,0.03234530918814742,0.37252921943559936,0.02925634073730929,0.024697239890031263,0.06575153490842452,Other_Faults,Bumps
0,1,0,1700,0.03937769671295399,0.0913552302978318,0.025818497232486498,0.5059801097006862,0.18168752587527426,0.0,0.15578094018076732,Other_Faults,Other_Faults
0,1,0,1862,0.101971793323266,0.03172235635708116,0.044012205194281444,0.6542685519923082,0.05284364411803916,0.02806760040307402,0.08711384861195035,Other_Faults,Other_Faults
0,1,0,1334,0.2222701256358825,0.00601632170146102,0.005156201085272602,0.5494358527917044,0.03973113051945984,0.0020830434455974627,0.17530732482062208,Other_Faults,Other_Faults
0,1,0,1390,0.06575753170173164,0.0011599185128596892,0.22967997709600432,0.6884613645242261,0.001550062840385421,0.00012987012987012987,0.013261275194922659,Other_Faults,Other_Faults
0,1,0,1645,0.17018543538376527,0.1470823094824627,0.003688375336554148,0.3496136277536051,0.24376678971296534,0.0018602570457742305,0.08380320528487306,Other_Faults,Other_Faults
0,1,0,1774,0.181599294650448,0.0003448275862068965,0.053236934236005735,0.657588255794733,0.0017309840065058283,0.004566320882419954,0.10093338284368068,Other_Faults,Other_Faults
0,1,0,1666,0.22332209734571928,0.006978013049752181,0.11191450000659964,0.5506829113082213,0.016092882775119617,0.007400228529648881,0.08360936698493904,Other_Faults,Other_Faults
0,1,0,1556,0.059154303891271534,0.0515154389368594,0.033117599964473124,0.8034413420862259,0.005427133021885182,0.030502591528467685,0.01684159057081667,Other_Faults,Other_Faults
0,1,0,1268,0.5888369399134996,0.0023520183863185713,0.06009967166943721,0.2944174636578822,0.02960797979727527,0.00676553407650377,0.017920392499083254,Other_Faults,Bumps
0,1,0,1729,0.17836629333420365,0.004694952163992411,0.016329097898441714,0.49576272487695405,0.01970110726682672,0.00037037037037037035,0.2847754540892112,Other_Faults,Other_Faults
0,1,0,1913,0.2026187733651504,0.03901118448638238,0.05787487284854004,0.5851197555775256,0.006311579470497877,0.038168813500712905,0.07089502075119071,Other_Faults,Other_Faults
0,1,0,1671,0.3648180216429001,0.01242939026487788,0.023366297692711094,0.44272487454535164,0.011321940895120786,0.002565360707472747,0.14277411425156575,Other_Faults,Other_Faults
0,1,0,1628,0.4612027493746231,0.006773621761645854,0.028053124302450567,0.3633786237613537,0.09814440692723782,0.01200797047135887,0.030439503401330077,Other_Faults,Bumps
0,1,0,1605,0.2855900244641172,0.012192997716454698,0.0724227886962066,0.4054620298890418,0.029913782509859047,0.0015732418213353166,0.19284513490298527,Other_Faults,Other_Faults
0,1,0,1923,0.22147989174235627,0.006513629046056022,0.037294603981032765,0.4882201668474467,0.008466528235979959,0.0008643951902069678,0.2371607849569213,Other_Faults,Other_Faults
0,1,0,1311,0.10074089577999587,0.026070016518481967,0.0029080476133186844,0.42411013985511853,0.37499515538623535,0.00028767232448800704,0.07088807252236146,Other_Faults,Other_Faults
0,1,0,1675,0.3982634174218824,0.005979261254634254,0.027919460522297827,0.38748514744979495,0.017654131459792957,0.0349557405877773,0.12774284130382013,Other_Faults,Bumps
0,1,0,1293,0.12251532383277863,0.013336334504760426,0.0057789236065736195,0.5092319600288021,0.2723694503578974,0.00028767232448800704,0.07648033534469961,Other_Faults,Other_Faults
0,1,0,1799,0.24560947028189822,0.011559223724411349,0.010593889102478387,0.4664944782002866,0.03068439440669417,0.01657934238215194,0.218479201902079,Other_Faults,Other_Faults
0,1,0,1479,0.08363115923810373,0.024219781417406706,0.028027880051898893,0.5075482731281223,0.044362876487654475,0.0005,0.311710029676814,Other_Faults,Other_Faults
0,1,0,1704,0.02809525075011678,0.06097817838296346,0.03066772738778373,0.4645386784294918,0.15758330518972827,0.0,0.2581368598599159,Other_Faults,Other_Faults
0,1,0,1653,0.25558357602030046,0.012388761005509777,0.024427465671818544,0.38716906449494454,0.2148044274660118,0.0009259259259259259,0.10470077941548855,Other_Faults,Other_Faults
0,1,0,1559,0.18946921926093893,0.010906562247995575,0.03384267943120465,0.6087768149895798,0.034838751710461476,0.011027151533674374,0.1111388208261451,Other_Faults,Other_Faults
0,1,0,1606,0.2584486327629052,0.04967599682124368,0.009132926942746776,0.34448913369894485,0.14451485029899777,0.014050138099425034,0.17968832137573665,Other_Faults,Other_Faults
0,1,0,1367,0.1115639594967024,0.03766142646804608,0.016406133292217902,0.751433320296119,0.010555488302547126,0.02958475431256554,0.042794917831801664,Other_Faults,Other_Faults
0,1,0,1388,0.11434599168875981,0.02527707582793853,0.022586483015429697,0.76339804476748,0.003424453380034228,0.041564110822282535,0.029403840498074926,Other_Faults,Other_Faults
0,1,0,1935,0.1900018982366084,0.005610395952180942,0.07371562844516777,0.6092460974650779,0.0032404398178158588,0.0017888888888888887,0.11639665119426003,Other_Faults,Other_Faults
0,1,0,1537,0.10095567733359725,0.0584481558537431,0.030376136573752936,0.6419919311724501,0.005318000493658388,0.05216878853950411,0.11074131003329386,Other_Faults,Other_Faults
0,1,0,1794,0.2797495753655655,0.04016243825466104,0.02063412023470769,0.39242787447966343,0.07003931363262628,0.005850353756849672,0.1911363242759263,Other_Faults,Other_Faults
0,1,0,1295,0.2410801532016031,0.001966657328778304,0.05507744981323432,0.5378926681904322,0.0747597400376511,0.0023469411702537702,0.08687639025804712,Other_Faults,Other_Faults
0,1,0,1387,0.09565682990658063,0.00730111641387327,0.06827355089215172,0.8081494476535928,0.002085137085137085,0.004509097183010225,0.014024820865654262,Other_Faults,Other_Faults
0,1,0,1485,0.1901974710846033,0.021957090499973325,0.007373188915233158,0.4077165740612163,0.22685712399658528,0.00047490636704119847,0.14542364507534722,Other_Faults,Other_Faults
0,1,0,1874,0.04579312933482869,0.0566318935487009,0.035898474692026984,0.7788289387156234,0.0026712345126138227,0.044047170406614995,0.036129158789590866,Other_Faults,Other_Faults
0,1,0,1523,0.0837873986582773,0.041727112736412726,0.025146793787052518,0.45789190024367543,0.15385079926884843,0.0,0.23759599530573344,Other_Faults,Other_Faults
0,1,0,1812,0.23591854501778223,0.02471836403518603,0.048641663796901796,0.5980536740167044,0.008344910080476716,0.025317806956201942,0.05900503609674667,Other_Faults,Other_Faults
0,1,0,1888,0.10424968199135874,0.04081817728488864,0.007406889359244808,0.44339718103746384,0.10949659492379153,7.49063670411985e-05,0.29455656903621114,Other_Faults,Other_Faults
0,1,0,1608,0.4746847978206856,0.005456072696388179,0.04093962378975236,0.34964292718369755,0.07315691549149173,0.019286405677085946,0.036833257340898616,Other_Faults,Bumps
0,1,0,1423,0.17192768313641515,0.007700389736296318,0.06340528518181136,0.5465056284874421,0.011154925670600944,0.003065983793605277,0.19624010399382869,Other_Faults,Other_Faults
0,1,0,1755,0.15120388297087756,0.021316600835933924,0.05527134556630885,0.43170086698179716,0.02366881825365424,0.014429402398081216,0.3024090829933469,Other_Faults,Other_Faults
0,1,0,1418,0.2982908262922938,0.013981433300378406,0.004937707293358568,0.3819483472323476,0.23481917654774012,0.004615894667045563,0.061406614666835904,Other_Faults,Other_Faults
0,1,0,1308,0.19988520107602245,0.06940772898840437,0.010461191009269157,0.4153455608834471,0.21970803585710544,0.0034430902811443537,0.08174919190460689,Other_Faults,Other_Faults
0,1,0,1561,0.0857741071069694,0.047100531456536414,0.03850732414974006,0.5335237139659297,0.027891100568062578,0.1780902216123134,0.08911300114044826,Other_Faults,Other_Faults
0,1,0,1517,0.049831145839505445,0.0882365061274359,0.013152311054013726,0.36268995883129773,0.42992313122952075,0.0,0.05616694691822628,Other_Faults,Pastry
0,1,0,1797,0.3000314566536991,0.005799956161572045,0.012496364286728066,0.4245599820161469,0.02117065135233395,0.04030540674458123,0.19563618278493863,Other_Faults,Other_Faults
0,1,0,1282,0.2673989193746801,0.014666759224807391,0.015947329027045095,0.3939206228333913,0.07980683204661167,0.0026523418558965944,0.22560719563756781,Other_Faults,Other_Faults
0,1,0,1674,0.13280229325806261,0.05927311665087604,0.003155084330826664,0.34723810212940803,0.2592207002547715,7.49063670411985e-05,0.19823579700901384,Other_Faults,Other_Faults
0,1,0,1680,0.040782786207963655,0.02545552462739324,0.029021013848120152,0.5229393918350809,0.04309394589067831,0.0005,0.33820733759076377,Other_Faults,Other_Faults
0,1,0,1903,0.11207456045920453,0.07787870227967332,0.02396633158692042,0.6822902491485818,0.007456945553042861,0.05201884771482437,0.04431436325775229,Other_Faults,Other_Faults
0,1,0,1409,0.46162022108376044,0.002957210409288191,0.08981927581742997,0.32324688268452073,0.06754690988411133,0.035749965170688826,0.01905953495020058,Other_Faults,Bumps
0,1,0,829,0.11856013100982449,0.15875801102983275,0.025562410069624578,0.31822439355048354,0.11976966616533112,0.018187471792449925,0.24093791638245313,Dirtiness,Other_Faults
0,1,0,814,0.13160987027015705,0.07180860477177231,0.002295435208019647,0.353711467744643,0.30229431258555456,7.49063670411985e-05,0.13820540305281204,Dirtiness,Other_Faults
0,1,0,856,0.020988581578449118,0.5468858197057191,0.008104740396031283,0.21685142247414008,0.15069398857076058,0.0005555555555555556,0.05591989171934389,Dirtiness,Dirtiness
0,1,0,862,0.15010321102160262,0.14976359806635273,0.0037737710447287337,0.3888517141590576,0.27215794028231177,0.0030477629660167226,0.032302002459929875,Dirtiness,Other_Faults
0,1,0,861,0.19138583921084382,0.12527422373485214,0.0039885445986377705,0.379730165729815,0.2073955388033075,0.005403865170027515,0.0868218227525163,Dirtiness,Other_Faults
0,1,0,721,0.02505617457108663,0.0012903225806451613,0.855835834426681,0.10081654618553877,0.008131983976386254,0.000625,0.008244138259661563,K_Scratch,K_Scratch
0,1,0,607,0.0005379385905194451,0.0,0.9884754251271515,0.010922533718226204,0.0,0.0,6.41025641025641e-05,K_Scratch,K_Scratch
0,1,0,572,0.19364468093864226,0.020437434160595676,0.21215548948731885,0.4766779085774145,0.002966791979949875,0.00899407660193264,0.0851236182541459,K_Scratch,Other_Faults
0,1,0,530,0.010591614913244176,0.00045454545454545455,0.8884427580720958,0.07954375666184287,0.004709886589681986,0.0,0.016257438308589205,K_Scratch,K_Scratch
0,1,0,562,0.005561214498557015,0.0,0.951204939556612,0.036834896310586916,0.00045454545454545455,0.0,0.005944404179698297,K_Scratch,K_Scratch
0,1,0,655,0.0015107892692524767,0.0,0.9782652605889303,0.01815535612596118,0.0,0.0,0.002068594015855679,K_Scratch,K_Scratch
0,1,0,692,0.0035131659775115374,0.0,0.9778510329949306,0.017304311954689133,0.0,0.00037037037037037035,0.0009611187024980128,K_Scratch,K_Scratch
0,1,0,490,0.0018569656272813373,0.00030864197530864197,0.9898250749373328,0.00665129276871898,0.0007407407407407407,0.0,0.0006172839506172839,K_Scratch,K_Scratch
0,1,0,403,0.06294185903382549,0.006335730071704826,0.6650009958216653,0.24251093432071374,0.010020795961219964,0.001671717580036765,0.011517967210833877,K_Scratch,K_Scratch
0,1,0,705,0.0017419519684458667,0.0,0.9584141404190532,0.038256787145584344,0.0,0.0,0.0015871204669158634,K_Scratch,K_Scratch
0,1,0,446,0.00646182557740983,0.00030864197530864197,0.9803157271050948,0.011555780650828344,0.0007407407407407407,0.0,0.0006172839506172839,K_Scratch,K_Scratch
0,1,0,555,0.04005837206960253,0.0037963831867057676,0.7129932389412343,0.20910474155706735,0.002903225806451613,0.0009555555555555556,0.030188482883382606,K_Scratch,K_Scratch
0,1,0,610,0.0005379385905194451,0.0,0.9953580499263366,0.004039908919041304,0.0,0.0,6.41025641025641e-05,K_Scratch,K_Scratch
0,1,0,658,0.0005379385905194451,0.0,0.990935731132843,0.008462227712534803,0.0,0.0,6.41025641025641e-05,K_Scratch,K_Scratch
0,1,0,601,0.0005379385905194451,0.0,0.9925751732853825,0.006822785559995548,0.0,0.0,6.41025641025641e-05,K_Scratch,K_Scratch
0,1,0,406,0.007811217941314774,0.00030864197530864197,0.9405532655014183,0.039992952035444826,0.0013289760348583878,0.0,0.010004946511654457,K_Scratch,K_Scratch
0,1,0,719,0.017146301228290483,0.0,0.9002068326248391,0.0765222355827596,0.0017647058823529412,0.000625,0.0037349246817572836,K_Scratch,K_Scratch
0,1,0,731,0.02304113551176858,0.0012903225806451613,0.8493930177061543,0.11027310415315152,0.004271071295471809,0.0,0.011731348752808426,K_Scratch,K_Scratch
0,1,0,569,0.0035656516182324726,0.0,0.963159182551308,0.029124115355879318,0.00045454545454545455,0.0,0.0036965050200344317,K_Scratch,K_Scratch
0,1,0,523,0.11044997764519879,0.005793755477259314,0.5661017171803258,0.24074479414642702,0.006595714971715301,0.0011142857142857144,0.06919975486478779,K_Scratch,K_Scratch
0,1,0,506,0.009668395700175345,0.00030864197530864197,0.9658792092084617,0.01796994727352567,0.001063321385902031,0.0,0.005110484456626139,K_Scratch,K_Scratch
0,1,0,639,0.0005379385905194451,0.0,0.9894484578496606,0.008289837130171016,0.0,0.0,0.0017237664296487825,K_Scratch,K_Scratch
0,1,0,663,0.00181381957228278,0.0,0.9814506283886437,0.016144803706945595,0.0,0.0,0.0005907483321276424,K_Scratch,K_Scratch
0,1,0,462,0.011112217226659409,0.0006116722783389449,0.9397469587218769,0.033800469434543186,0.001651556680019678,0.0,0.013077125658561459,K_Scratch,K_Scratch
0,1,0,702,0.0011261738846370922,0.0,0.9749653087534493,0.023662596615992446,0.0,0.0,0.0002459207459207459,K_Scratch,K_Scratch
0,1,0,625,0.0005379385905194451,0.0,0.991203027213439,0.007606696337821132,0.0,0.0,0.0006523378582202112,K_Scratch,K_Scratch
0,1,0,722,0.013864567482160452,0.0,0.9066985830976562,0.07501500523378163,0.0,0.000625,0.0037968441864012457,K_Scratch,K_Scratch
0,1,0,634,0.0013071693597502144,0.0,0.9714769443051412,0.026563548476888018,0.0,0.0,0.0006523378582202112,K_Scratch,K_Scratch
0,1,0,408,0.05631413658209891,0.004452898550724638,0.7414428131610863,0.17405998878191548,0.011427722368146367,0.00037037037037037035,0.011932070185657916,K_Scratch,K_Scratch
0,1,0,443,0.010585772399256989,0.00030864197530864197,0.9516376113888634,0.027196129178356152,0.003828027268254972,0.0,0.006443817789959472,K_Scratch,K_Scratch
0,1,0,683,0.0005379385905194451,0.0,0.9822877432550237,0.015875765829588617,0.0,0.0,0.001298552324868114,K_Scratch,K_Scratch
0,1,0,493,0.009359299894321488,0.00030864197530864197,0.9786572411371459,0.010316792301865572,0.0007407407407407407,0.0,0.0006172839506172839,K_Scratch,K_Scratch
0,1,0,501,0.006845758917388183,0.002,0.9091364015253803,0.0695799565630818,0.007294117647058824,0.0,0.005143765347090156,K_Scratch,K_Scratch
0,1,0,671,0.0039904197179231726,0.0,0.9346902237388822,0.05967597663211878,0.0,0.0,0.0016433799110750107,K_Scratch,K_Scratch
0,1,0,450,0.014392101117156397,0.00030864197530864197,0.9602805241300874,0.02112535740735637,0.0007407407407407407,0.0,0.003152634629350316,K_Scratch,K_Scratch
0,1,0,495,0.005970428187811547,0.00030864197530864197,0.9701704513512519,0.017205104015648356,0.001063321385902031,0.0,0.0052820530840771195,K_Scratch,K_Scratch
0,1,0,519,0.009033143878294392,0.004941176470588235,0.9258930925349992,0.04139983729513266,0.011248663101604278,0.0,0.007484086719380837,K_Scratch,K_Scratch
0,1,0,496,0.004439042906426266,0.00030864197530864197,0.9812227813741703,0.010110629862350675,0.001063321385902031,0.0,0.0028555824958418252,K_Scratch,K_Scratch
0,1,0,520,0.001355908544828906,0.00030864197530864197,0.9730750300286012,0.015765139857942267,0.0007407407407407407,0.0,0.008754538852578068,K_Scratch,K_Scratch
0,1,0,109,0.27915011243908705,0.012660470850260043,0.006704950276007333,0.3543739907553568,0.18587313432655223,0.001678252932911034,0.1595590884198253,Pastry,Other_Faults
0,1,0,45,0.043382961612252656,0.14012320034438985,0.003524150611390992,0.35273481460153144,0.3627199582568928,7.49063670411985e-05,0.097440008206501,Pastry,Pastry
0,1,0,44,0.1954699976918402,0.039254554774574,0.00291260664769982,0.32383182108307307,0.29983730389533625,0.004791767166073435,0.13390194874140326,Pastry,Other_Faults
0,1,0,15,0.03511381315884071,0.14496108903150903,0.024259315914036766,0.355856828437647,0.32966756849907564,0.0,0.11014138495889063,Pastry,Other_Faults
0,1,0,139,0.16164308399495134,0.23578300216105966,0.006208779233935925,0.34157693161185043,0.20724687586340007,0.003221073924973462,0.04432025320982882,Pastry,Other_Faults
0,1,0,23,0.16498254095170733,0.04717245061956139,0.02117676240193346,0.3346053354491448,0.39555502553229105,0.0031356251877906927,0.03337225985757117,Pastry,Pastry
0,1,0,144,0.6492401375374842,0.005494983026348205,0.024438436727170408,0.2548640822804662,0.031083967982281212,0.011421351261444484,0.023457041184805107,Pastry,Bumps
0,1,0,41,0.13063129113643318,0.015062123684581496,0.003367512980447432,0.26514802466222365,0.5064897586493808,0.0007821892802064647,0.0785190996067268,Pastry,Pastry
0,1,0,87,0.14421244081493095,0.011805442075583117,0.006354297376681708,0.2587098543998671,0.5267741455945902,0.0008156471077819393,0.05132817263056469,Pastry,Pastry
0,1,0,83,0.022341944344920473,0.056364869776023355,0.06656655383345525,0.3978416374974622,0.28160156706938083,0.0,0.17528342747875766,Pastry,Other_Faults
0,1,0,11,0.06195734959437729,0.12111053491508708,0.015771032111848507,0.48304156368016665,0.1995028377250832,0.002037037037037037,0.11657964493640006,Pastry,Other_Faults
0,1,0,122,0.15655963310230728,0.015794307106157847,0.0011562353274404552,0.299376541980951,0.4613262631080211,0.0006287365947844698,0.0651582827803377,Pastry,Pastry
0,1,0,77,0.1546672244421417,0.02770616992628136,0.005285672192978988,0.39671264505867015,0.3458318558186847,0.001616648359346395,0.06817978420189687,Pastry,Other_Faults
0,1,0,35,0.18230946534682793,0.11590315194498305,0.007319697859777291,0.24773416520526192,0.4124101232251739,0.0010477570457742302,0.03327563937220138,Pastry,Pastry
0,1,0,13,0.06996263418962799,0.10971016428589112,0.0049988517763530325,0.27920549207419054,0.4973405113641908,0.0,0.038782346309745995,Pastry,Pastry
0,1,0,112,0.10380096521696033,0.0488191358720128,0.0014222002992877803,0.415829588505404,0.34448308563370544,7.49063670411985e-05,0.08557011810558825,Pastry,Other_Faults
0,1,0,321,0.12242258521232173,0.03004594160379952,0.023509283952490207,0.4064574038356282,0.1006206101525477,0.00047490636704119847,0.31646926887617144,Z_Scratch,Other_Faults
0,1,0,303,0.1756850474184692,0.008474895966478118,0.013319529813368498,0.409424168585152,0.021572017368921954,0.0024001222799176765,0.36912421856769273,Z_Scratch,Other_Faults
0,1,0,217,0.03364130013367908,0.01904677115437744,0.07780895338952268,0.5315164387971463,0.0557970628337241,0.0,0.2821894736915505,Z_Scratch,Other_Faults
0,1,0,337,0.19694343154068883,0.01072411827934958,0.09066697817687058,0.607789149871194,0.002079964263957953,0.0010555555555555555,0.09074080231238313,Z_Scratch,Other_Faults
0,1,0,228,0.4663047075808376,0.003282287191316103,0.03616202233422459,0.35461172064662533,0.018486598945325464,0.003708783331363977,0.1174438799703069,Z_Scratch,Bumps
0,1,0,249,0.4435152251837642,0.006475841475139221,0.012591375406656674,0.2976849826935006,0.06956628953522731,0.009035097010032443,0.16113118869567938,Z_Scratch,Bumps
0,1,0,184,0.0346554063433712,0.0015485775630703167,0.8466114117485298,0.09280472003940161,0.004438333226387018,0.0,0.019941551079239405,Z_Scratch,K_Scratch
0,1,0,274,0.2572937178478305,0.006164395243087075,0.024809863411313225,0.42127943999482076,0.009988619220495697,0.02768974777781173,0.2527742165046409,Z_Scratch,Other_Faults
0,1,0,207,0.11338981560279164,0.028699359510711054,0.04719892730868672,0.4892386489841563,0.05778680542036151,0.0005,0.2631864431732928,Z_Scratch,Other_Faults
0,1,0,285,0.2642370012016041,0.01436733665683699,0.07513804231774261,0.39737870292090177,0.03141227486548834,0.02669062517856892,0.1907760168588572,Z_Scratch,Other_Faults
0,1,0,293,0.36557569856686134,0.0013902030689673173,0.04953465585722828,0.38348225975506467,0.08758988745275148,0.01238121147178445,0.10004608382734254,Z_Scratch,Other_Faults
0,1,0,255,0.2810017620788749,0.004957067198446508,0.007224004992781059,0.4748397527882355,0.033721441459834085,0.0062645732678225175,0.1919913982140051,Z_Scratch,Other_Faults
0,1,0,251,0.2869491251409578,0.011526085369533152,0.0159378617148713,0.4240283844236055,0.02753498403580436,0.014316862743716099,0.21970669657151182,Z_Scratch,Other_Faults
0,1,0,331,0.19286596061082245,0.007401041931924286,0.08969337014999942,0.4726289201601409,0.0038563512361466322,0.0065770695114148615,0.22697728639955161,Z_Scratch,Other_Faults
0,1,0,329,0.20637356921271968,0.03433992929026891,0.019103637752020078,0.37792271502585967,0.08436987486423236,0.03137646088145314,0.24651381297344588,Z_Scratch,Other_Faults
0,1,0,245,0.11121536159857819,0.03597632753187776,0.05357136168572521,0.564353302827639,0.010306618308591992,0.030075684404617248,0.19450134364297028,Z_Scratch,Other_Faults
0,1,0,254,0.15545000472134166,0.008075338637870607,0.012642029170034284,0.42599240901604946,0.005215560270899537,0.013859898409333273,0.37876475977447077,Z_Scratch,Other_Faults
0,1,0,177,0.27982729804747547,0.018199279270148586,0.020078369003090808,0.34189500643045506,0.03448220308920657,0.01069418303641749,0.29482366112320596,Z_Scratch,Other_Faults
0,1,0,275,0.20877041421236522,0.011679478206277077,0.12137928975800172,0.5021805526893037,0.013091910475900304,0.001988760504201681,0.1409095941539501,Z_Scratch,Other_Faults
0,1,0,761,0.06173855517616809,0.003465615000941088,0.03517541048205128,0.14886783866855358,0.014930142450316765,0.7232680333786458,0.01255440484332327,Stains,Stains
0,1,0,804,0.1102885031800326,0.015805498219247312,0.029083319005956967,0.2807758385369505,0.019850050435255187,0.5046726616031304,0.03952412901942693,Stains,Stains
0,1,0,782,0.03291255458401141,0.0005555555555555556,0.04758145295960757,0.09832010018814862,0.006889221773554373,0.813048474246482,0.0006926406926406926,Stains,Stains
0,1,0,791,0.02188651169635747,0.0003846153846153846,0.01834908112771217,0.06890852214991756,0.004649188859608419,0.8836881900204026,0.002133890761386224,Stains,Stains
0,1,0,758,0.06323023382169839,0.002042735042735043,0.03168980144174165,0.11060275729685051,0.008447755774812837,0.7803798790153239,0.0036068376068376074,Stains,Stains
0,1,0,790,0.02284486871188443,0.0022222222222222222,0.04795070359201611,0.08111101508805721,0.005851815767108122,0.8393267339260714,0.0006926406926406926,Stains,Stains
0,1,0,742,0.09663734714759739,0.050136899000469845,0.039577922175048096,0.49424334825945265,0.035036534335103446,0.1867428013733365,0.09762514770899176,Stains,Other_Faults
0,2,0,902,0.3927471414191103,0.007863376338330908,0.054447066159212444,0.38761890764599316,0.042226878929018434,0.03687894775807996,0.07821768175025462,Bumps,Bumps
0,2,0,1015,0.39930031535953964,0.010380677989726106,0.05137680319914103,0.35433569230768613,0.12570790124026637,0.015383722969326158,0.04351488693431455,Bumps,Bumps
0,2,0,1037,0.2788910601302828,0.0576352969332705,0.048563257956167956,0.422294458796661,0.03744469811786412,0.03248722139836081,0.1226840066673925,Bumps,Other_Faults
0,2,0,878,0.127529067900285,0.08650863533930853,0.009273114918670026,0.31117445142752426,0.4438268730369409,0.0007474468458259132,0.020940410531445252,Bumps,Pastry
0,2,0,921,0.4685270009456859,0.0006417624521072797,0.07272367271658013,0.3944152535803984,0.006717690820609951,0.009320809203241515,0.04765381028137638,Bumps,Bumps
0,2,0,1199,0.19510412037216884,0.022896536490113705,0.0659368519298812,0.6510374680230825,0.0024314024390243902,0.012107934757665978,0.050485685988063106,Bumps,Other_Faults
0,2,0,1034,0.22746054604998922,0.026340600571324507,0.023084492225423418,0.33476446810514815,0.10341484741086875,0.13718650996019346,0.14774853567705204,Bumps,Other_Faults
0,2,0,1105,0.24211100393718937,0.08767177010526912,0.020024447832797772,0.3861957085696483,0.1324547841828219,0.011143911311142824,0.1203983740611306,Bumps,Other_Faults
0,2,0,1000,0.08219703775921168,0.02992089230208548,0.07646201057173291,0.5432117918357325,0.01976624708152021,0.0017320261437908497,0.24670999430592622,Bumps,Other_Faults
0,2,0,987,0.12376095926330116,0.033012235543554314,0.0015307848474080355,0.3004703865711828,0.4594025729218605,0.0001532567049808429,0.0816698041477122,Bumps,Pastry
0,2,0,890,0.6931932377877422,0.0027054281691983747,0.013095937242957939,0.2093387188649072,0.03291569306118798,0.003975209737954877,0.04477577513605148,Bumps,Bumps
0,2,0,1069,0.5361945917143514,0.0027736169622579365,0.08976586885309526,0.28705149329307433,0.024234527233068407,0.018938162801225705,0.04104173914292694,Bumps,Bumps
0,2,0,990,0.15060001935536602,0.0908994451306628,0.001264555110264681,0.38628280383519387,0.28038382925326083,0.0017153012239436267,0.0888540460913081,Bumps,Other_Faults
0,2,0,1226,0.3498681263031686,0.0015454545454545454,0.013522581899731254,0.4923474176128642,0.004121623707362247,0.004937645361174773,0.13365715057024427,Bumps,Other_Faults
0,2,0,1060,0.4240311485807111,0.00360129171031808,0.07534876222976213,0.42064196326183095,0.03355585877024526,0.016751058395046252,0.026069917052086472,Bumps,Bumps
0,2,0,1039,0.5129574251558852,0.0024406466577241224,0.033197367293577494,0.2740599094944269,0.0659927258902109,0.088912514162211,0.02243941134596431,Bumps,Bumps
0,2,0,876,0.13815833765709817,0.02427005560793973,0.005136373340554341,0.28586084889767216,0.5144143979569203,0.002107495222755272,0.030052491317059876,Bumps,Pastry
0,2,0,1003,0.42345036280892645,0.004470686031917587,0.04459061936422084,0.3960247299687033,0.034014975945109625,0.02593090390799711,0.0715177219731249,Bumps,Bumps
0,2,0,1053,0.4132466381417565,0.004272088988039237,0.0579501641936892,0.4136189960324765,0.029582560863950752,0.0171070417354837,0.06422251004460394,Bumps,Other_Faults
0,2,0,1143,0.5219513537179203,0.004431983150101321,0.022114805483766636,0.2905307258718274,0.10982248205591835,0.004109476150370142,0.04703917357009518,Bumps,Bumps
0,2,0,898,0.46037522625461974,0.001914200778753613,0.03653325905704427,0.3237665708640241,0.05589690667956652,0.11648156433549468,0.00503227203049692,Bumps,Bumps
0,2,0,1152,0.02514918703928364,0.00013333333333333334,0.7926416880858937,0.1371357521576115,0.0,0.00013333333333333334,0.04480670605054375,Bumps,K_Scratch
0,2,0,961,0.4836155665387994,0.0012585649644473174,0.03145238185883915,0.34267904103533503,0.057802222433207026,0.04767866095848897,0.035513562210882844,Bumps,Bumps
0,2,0,1170,0.6188347857225418,0.000588235294117647,0.08048943766836832,0.26325559794751896,0.013236190833198016,0.00787991642938167,0.01571583610487354,Bumps,Bumps
0,2,0,1009,0.5918280686822993,0.0019385023558184656,0.02098886013595763,0.2701806332136355,0.02851869950245668,0.0012971830296503873,0.08524805308018234,Bumps,Bumps
0,2,0,953,0.05936784434797348,0.04192404214708411,0.045444115857577044,0.4047795775629179,0.1571623240650258,0.0001532567049808429,0.2911688393144406,Bumps,Other_Faults
0,2,0,1189,0.271054696017656,0.04229806643122725,0.03211998436078298,0.4563700072503813,0.08501338821874903,0.015426142448653344,0.09771771527254998,Bumps,Other_Faults
0,2,0,1055,0.5872261810364838,0.004517952895561788,0.03631054851170776,0.2772437976851425,0.05279882317912245,0.010564726576928127,0.031337970115053626,Bumps,Bumps
0,2,0,1204,0.5696927594080373,0.0034127575961594753,0.027142136060026117,0.2947677070041203,0.020161721421230537,0.005265492448401865,0.07955742606202439,Bumps,Bumps
0,2,0,1206,0.5991655754163306,0.0,0.015147278679417448,0.3025816252192018,0.0,0.004172069023112666,0.07893345166193734,Bumps,Bumps
0,2,0,1207,0.3796375662823326,0.0005971479500891265,0.013205549841900845,0.3829129671082825,0.0033283973259005716,0.009221309671188959,0.21109706182030544,Bumps,Other_Faults
0,2,0,964,0.543441725509617,0.004816647993428121,0.02260503101001085,0.3123621261184184,0.08895689712323086,0.00952982022365603,0.018287752021638556,Bumps,Bumps
0,2,0,1090,0.5465657229626533,0.007428147176096177,0.024029723998711883,0.3069924125811144,0.06625728519770457,0.014619852439108651,0.03410685564461058,Bumps,Bumps
0,2,0,996,0.0654438024931529,0.063532249982557,0.034320423951913065,0.7055848022900618,0.01261389497086625,0.053848275657607345,0.06465655065384135,Bumps,Other_Faults
0,2,0,886,0.20556875003002134,0.01013437430376881,0.055286380794253506,0.5653521863618457,0.012897869361633873,0.031883831706726,0.11887660744175067,Bumps,Other_Faults
0,2,0,1148,0.1598577723661229,0.006232764653605802,0.12046295140745437,0.5516921294237849,0.004105193711771792,0.002272326341561916,0.15537686209569831,Bumps,Other_Faults
0,2,0,1130,0.2582804078557533,0.011853349726357017,0.009824735585384744,0.3316362984418148,0.022963687178423998,0.009547475872006427,0.35589404534025976,Bumps,Z_Scratch
0,2,0,1045,0.499022161856763,0.005790181959601198,0.02798431467123168,0.3622170293266737,0.0468839176117289,0.012579308504961298,0.045523086069040195,Bumps,Bumps
0,2,0,1231,0.2670347659009619,0.006855999998988724,0.10479077396213243,0.5053382793241287,0.005883342992369363,0.014231863866073781,0.0958649739553448,Bumps,Other_Faults
0,2,0,1242,0.46747017348846304,0.004922600619195047,0.04081950480717725,0.3965136673063179,0.009284410253232938,0.0026941609082511953,0.07829548261736258,Bumps,Bumps
0,2,0,1466,0.4892778104716037,0.0031269855855482398,0.022753364681930455,0.3864976810667117,0.038232156039775804,0.0033353076087573163,0.05677669454567273,Other_Faults,Bumps
0,2,0,1470,0.41445932925721757,0.008110945565108139,0.04634212298970706,0.35761275160306916,0.12092074658371883,0.017003407740059987,0.035550696261118946,Other_Faults,Bumps
0,2,0,1786,0.3866231603993618,0.0018547979797979798,0.016209485783217324,0.3944684823162487,0.00045138888888888887,0.009250594207134455,0.19114209042535069,Other_Faults,Other_Faults
0,2,0,1590,0.12221367551186478,0.04649497385828176,0.00378647239633291,0.36664283909112944,0.4375403198673898,0.001764060879320929,0.021557658395680294,Other_Faults,Pastry
0,2,0,1756,0.2115228180386564,0.06572747229845369,0.014800403119259599,0.3036060289596006,0.27285484652087894,0.013353502028473033,0.11813492903467764,Other_Faults,Other_Faults
0,2,0,1438,0.6350678885817946,0.0025315263047648445,0.027681720867874758,0.252704431335591,0.01733449769886434,0.005632855670661715,0.059047079540448646,Other_Faults,Bumps
0,2,0,1319,0.19382903983375507,0.05904136973541475,0.01719490870946033,0.3747947234316142,0.29619504685453957,0.006707576495250338,0.052237334939965636,Other_Faults,Other_Faults
0,2,0,1809,0.486102236339848,0.004780895934604374,0.017782134505212342,0.31150877959889184,0.09012450376005367,0.00042672980794527756,0.0892747200534441,Other_Faults,Bumps
0,2,0,1726,0.18677002652195895,0.023926575659474657,0.006679725416868315,0.39664993405826365,0.3034958577204044,0.0005418386570987066,0.08193604196593139,Other_Faults,Other_Faults
0,2,0,1425,0.4277035798826724,0.0013349627174813585,0.09409113894072857,0.3619144177134026,0.07423793737793903,0.008042403644828609,0.03267555972294746,Other_Faults,Bumps
0,2,0,1781,0.2515887923004269,0.0013813131313131313,0.021420225743701206,0.519181520004239,0.002167838804379405,0.001532763532763533,0.20272754648317673,Other_Faults,Other_Faults
0,2,0,1357,0.1803310039333218,0.0025038562323192303,0.07616666907857385,0.6244364121836506,0.0008731758832565284,0.009802169807316867,0.10588671288156093,Other_Faults,Other_Faults
0,2,0,1356,0.07169730295466561,0.001523900748038679,0.18845315120365616,0.7176885910361075,0.0014916153034593813,0.0015114942528735632,0.017633944501198817,Other_Faults,Other_Faults
0,2,0,1304,0.09063371423395702,0.20981245663132944,0.012379519993601193,0.4041506374601866,0.195452175584384,0.019815848611641894,0.06775564748489976,Other_Faults,Other_Faults
0,2,0,1624,0.07552691928824842,0.038494216865660555,0.04094479073375868,0.5304299866136484,0.06794856920089803,0.00030303030303030303,0.24635248699475557,Other_Faults,Other_Faults
0,2,0,1914,0.1616662128345777,0.02310547733188544,0.034035574289022034,0.628693651836559,0.002421032184190079,0.04546587691574953,0.10461217460801599,Other_Faults,Other_Faults
0,2,0,1353,0.31439175557151655,0.00535982130708297,0.14072441240773195,0.3812109704924367,0.03889226656227517,0.08081713795286007,0.03860363570609652,Other_Faults,Other_Faults
0,2,0,1833,0.188799902501711,0.023902085775904157,0.22362635482297688,0.4178418695724258,0.023113415760970354,0.01991406866758348,0.10280230289842816,Other_Faults,Other_Faults
0,2,0,1599,0.36500473241565506,0.006490281717903201,0.01720293865303489,0.379510166882551,0.07592445296419069,0.0020955609767764464,0.15377186638988843,Other_Faults,Other_Faults
0,2,0,1496,0.3207490673868322,0.01639873705210621,0.012678921743725235,0.36505611302211227,0.05598277968544445,0.003161541154923507,0.22597283995485573,Other_Faults,Other_Faults
0,2,0,1275,0.058180260067945494,0.0020829142163431976,0.047081413475806945,0.10174548301104985,0.019944492566956046,0.7651049840500357,0.005860452611862596,Other_Faults,Stains
0,2,0,1852,0.2195742631933239,0.022604399627464557,0.06682263362943977,0.58962628636362,0.003908558832471876,0.02210625158755308,0.07535760676612661,Other_Faults,Other_Faults
0,2,0,1638,0.41034733230014114,0.0020053139348914,0.09061312320398329,0.34088317545048874,0.053025237185367724,0.08755295620741682,0.015572861717710764,Other_Faults,Bumps
0,2,0,1778,0.2914055427347447,0.0015685111989459815,0.04652960415283955,0.484336539937239,0.0024446417213471188,0.0008888888888888888,0.17282627136599468,Other_Faults,Other_Faults
0,2,0,1845,0.12558444367214835,0.015954900353581204,0.08490292314745679,0.5984244189996515,0.022600478328789676,0.0057037884566488685,0.14682904704172364,Other_Faults,Other_Faults
0,2,0,1497,0.21459154371823952,0.024245197351837083,0.004595502738212884,0.30485384756701284,0.3761803970479925,0.0019008620689655172,0.07363264950773953,Other_Faults,Pastry
0,2,0,1551,0.3677042947873147,0.020082950003521578,0.08472371173544509,0.3286062372845191,0.1041445986128977,0.018163774111355127,0.07657443346494644,Other_Faults,Bumps
0,2,0,1586,0.14590805822416134,0.008281973006285326,0.03782286737379869,0.4114755872849451,0.005339349620740334,0.016447533813339847,0.3747246306767293,Other_Faults,Other_Faults
0,2,0,1895,0.20953746785639316,0.014492842678557835,0.06477680595391105,0.6129901538857444,0.011844976059372346,0.017424271831175737,0.06893348173484541,Other_Faults,Other_Faults
0,2,0,1773,0.20217652271793224,0.0018939800743097107,0.03501658964079247,0.642583473840779,0.0003125,0.005048213894868824,0.11296871983131783,Other_Faults,Other_Faults
0,2,0,1346,0.5443373276552683,0.0019029736144073712,0.07115425845454192,0.266378456884669,0.08163478197032153,0.0007662743214028344,0.033825927099389023,Other_Faults,Bumps
0,2,0,1733,0.21713795052406226,0.0045133710650133605,0.033659110942959036,0.528850589092861,0.018369987891177973,0.009335861136314638,0.1881331293476114,Other_Faults,Other_Faults
0,2,0,1343,0.529554057218505,0.010970629558961666,0.014918856751276265,0.26039395252100594,0.08304257206475608,0.007619400128131312,0.0935005317573633,Other_Faults,Bumps
0,2,0,1707,0.02235709026910934,0.04760561670416943,0.058741179226528155,0.5824120509423536,0.09553367467295057,0.0006285178236397749,0.1927218703612491,Other_Faults,Other_Faults
0,2,0,1331,0.2926647800899254,0.043630550507805406,0.004249182443923626,0.442114895761456,0.08808789643050588,0.009617981096783006,0.1196347136696006,Other_Faults,Other_Faults
0,2,0,1421,0.51639159650317,0.006941127894122236,0.10520981343930563,0.2818931007262454,0.03737358581152211,0.00356670517741671,0.048624070448217635,Other_Faults,Bumps
0,2,0,1741,0.2863412122537409,0.006636493844077734,0.06867962669976983,0.5032807458280072,0.004352366859950751,0.0035073527358157343,0.12720220177863745,Other_Faults,Other_Faults
0,2,0,1627,0.5007986644511907,0.0036590825627910023,0.02233550552323166,0.3503828538911218,0.005789249843618295,0.009348091681259925,0.10768655204678701,Other_Faults,Bumps
0,2,0,1701,0.24924377344937068,0.0035876975702795904,0.013857877283370481,0.4956949967723532,0.010090063241939309,0.0,0.22752559168268632,Other_Faults,Other_Faults
0,2,0,1890,0.2861001141763228,0.005676035855274676,0.026329805628702865,0.5513866495667781,0.002711145296883837,0.00989037674179771,0.11790587273424002,Other_Faults,Other_Faults
0,2,0,1699,0.059439262482898866,0.08559259745005032,0.016620871817563224,0.4401127715903539,0.30621108945295555,0.0015,0.0905234072061781,Other_Faults,Other_Faults
0,2,0,1545,0.39760087434078534,0.01693380252070118,0.07800687082439102,0.3588437385934059,0.04057028343633687,0.021287581762998234,0.08675684852138144,Other_Faults,Bumps
0,2,0,1317,0.2859816293103169,0.03103208311258254,0.027551382916470822,0.4956434912459762,0.06134375078216491,0.006597883501354464,0.09184977913113455,Other_Faults,Other_Faults
0,2,0,1454,0.5372135841802196,0.007735893633173964,0.020066998185135927,0.30515071796718585,0.09589571475224867,0.009835573674059583,0.024101517607975992,Other_Faults,Bumps
0,2,0,1811,0.1748727865840573,0.03753771179177125,0.0024834499409242174,0.377451046206488,0.36204306203677056,0.003145305265102519,0.04246663817488603,Other_Faults,Other_Faults
0,2,0,1313,0.01851032187564481,0.13962770084469434,0.0046042022882487035,0.33336913138918833,0.4289572996035666,0.0001532567049808429,0.07477808729367633,Other_Faults,Pastry
0,2,0,1315,0.06607799279795891,0.10956062600761295,0.004136631226104196,0.31963515745275783,0.4243550391439368,0.00074149199909849,0.07549306137253066,Other_Faults,Pastry
0,2,0,1782,0.13635832038627027,0.003654057774998425,0.3563304364959236,0.4008989588466511,0.004605573489473356,0.001316087138667784,0.09683656586801603,Other_Faults,Other_Faults
0,2,0,1652,0.5408356588968409,0.004037938440926793,0.03494708548135225,0.26764622662596216,0.0832145757999627,0.0046775701440797315,0.06464094461087516,Other_Faults,Bumps
0,2,0,1846,0.12905337357390642,0.029672148624031097,0.04695526477373898,0.5855080567145299,0.12026729906410859,0.0075173454447031215,0.08102651180498156,Other_Faults,Other_Faults
0,2,0,1272,0.017558252977265057,0.064045110804648,0.05711874296971654,0.4618033663689326,0.1476084820170269,0.0,0.2518660448624106,Other_Faults,Other_Faults
0,2,0,1362,0.10237325135085279,0.0018664003695551751,0.04070344374925492,0.8228500885175503,0.001963001950561362,0.0025903273112958714,0.027653486750929445,Other_Faults,Other_Faults
0,2,0,1582,0.021980015818341286,0.08166799298053869,0.011784399036141011,0.5553077902991498,0.18770521774162374,0.0,0.1415545841242053,Other_Faults,Other_Faults
0,2,0,1372,0.18332320601990829,0.011901696901776062,0.025207738362041408,0.45321407565041194,0.004176647630807223,0.026488978282847814,0.2956876571522073,Other_Faults,Other_Faults
0,2,0,1329,0.1386735717206815,0.028958367278428016,0.0246338502529379,0.6243577033923472,0.07439754858540092,0.0021766064276423393,0.10680235234256198,Other_Faults,Other_Faults
0,2,0,1934,0.2385171031222914,0.0023419723551302498,0.05817330797457384,0.5346476551865772,0.0019077377942783953,0.0018546707772514226,0.16255755278989728,Other_Faults,Other_Faults
0,2,0,1410,0.3756223893757852,0.005794288114306755,0.02605939617876123,0.3181597627386057,0.07269045974694262,0.1744867354085766,0.02718696843702201,Other_Faults,Bumps
0,2,0,1442,0.4559628757749605,0.0021321006163584873,0.07433515952094742,0.39466414200506583,0.024030468448043685,0.004839907275476724,0.04403534635914707,Other_Faults,Bumps
0,2,0,1534,0.32944930984578524,0.005095794338448831,0.01242514843201842,0.3891146149416978,0.10653622495276988,0.0040590353274176805,0.15331987216186188,Other_Faults,Other_Faults
0,2,0,1573,0.018569315046875173,0.07867240366980745,0.044922116134443434,0.4156273821627658,0.3011638012184337,0.0001532567049808429,0.1408917250626934,Other_Faults,Other_Faults
0,2,0,1402,0.579840264649592,0.0005,0.06682894066299754,0.2938790582152725,0.026998358432451255,0.0037925265540727205,0.028160851485614317,Other_Faults,Bumps
0,2,0,1349,0.4974015443710362,0.005924282745055564,0.030290176933875833,0.3111304110535275,0.08400242024439518,0.006074022900696328,0.06517714175141318,Other_Faults,Bumps
0,2,0,1509,0.14002615874843477,0.021017377438835864,0.007523487287807102,0.49629139888499196,0.017096334111082086,0.010164523570656846,0.3078807199581911,Other_Faults,Other_Faults
0,2,0,1763,0.18715638806068835,0.007460943832080779,0.21827886159731955,0.4652429470397025,0.003903486202945841,0.00868403507200949,0.10927333819525342,Other_Faults,Other_Faults
0,2,0,1732,0.3190540201621969,0.004731166243231191,0.04111697210761078,0.4691245701042771,0.06864326433839808,0.0043418903720188855,0.09298811667226682,Other_Faults,Other_Faults
0,2,0,1644,0.2370142612032511,0.09266631880721876,0.03654644169450705,0.3508346480838644,0.14005689980891678,0.03121254757133147,0.1116688828309102,Other_Faults,Other_Faults
0,2,0,1377,0.0592992544314595,0.0018132706374085683,0.30444339294587236,0.6108427188717639,0.007183211961956462,0.0015114942528735632,0.014906656898665771,Other_Faults,Other_Faults
0,2,0,1691,0.10233749595306106,0.033991582119900714,0.04995506315844038,0.5567587621181193,0.021112813597486572,0.06420586737020813,0.17163841568278393,Other_Faults,Other_Faults
0,2,0,833,0.04020969875277481,0.030193472245076857,0.02112481470059937,0.8510821809290059,0.008072316666130053,0.03329595752433037,0.016021559182082132,Dirtiness,Other_Faults
0,2,0,815,0.042845236127076254,0.12568577273425485,0.010000443900565316,0.2301709841898915,0.5027650345083924,0.0001532567049808429,0.08837927183483876,Dirtiness,Pastry
0,2,0,819,0.11838111829652273,0.18738106829063308,0.00951314455482599,0.3715380490863692,0.2078594728944321,0.0011092406178830202,0.10421790625933364,Dirtiness,Other_Faults
0,2,0,849,0.028695598244297432,0.530632594268556,0.012338908069104502,0.20641946156945618,0.1720431045608802,0.0005103995621237,0.04935993372558179,Dirtiness,Dirtiness
0,2,0,832,0.15980920097903106,0.051569805661619415,0.09420304300631571,0.5552351900570719,0.004899220212073847,0.03222913280255591,0.10205440728133204,Dirtiness,Other_Faults
0,2,0,409,0.0034517663788517926,4.016064257028112e-05,0.9575463680265314,0.02418603789664036,8.032128514056224e-05,0.0,0.014695345770265166,K_Scratch,K_Scratch
0,2,0,379,0.2421206172902976,0.002662589645348266,0.46550837920557586,0.24462822010356775,0.022472161267898843,0.009715276401806371,0.012892756085505245,K_Scratch,K_Scratch
0,2,0,402,0.0006624870307489153,4.016064257028112e-05,0.9868912878126277,0.008761243736552085,8.032128514056224e-05,0.0,0.003564499492360066,K_Scratch,K_Scratch
0,2,0,544,0.012811517496265547,0.002538965042378985,0.874949818632312,0.0938577285768627,0.00527781602189981,0.00024390243902439024,0.010320251791256204,K_Scratch,K_Scratch
0,2,0,499,0.0001624870307489153,4.016064257028112e-05,0.9863066153471505,0.008643129824320526,8.032128514056224e-05,0.0,0.004767285870069044,K_Scratch,K_Scratch
0,2,0,442,0.0001624870307489153,4.016064257028112e-05,0.9941368527052519,0.005368620020398958,8.032128514056224e-05,0.0,0.00021155831588947756,K_Scratch,K_Scratch
0,2,0,534,0.1958479530997737,0.007336081967676232,0.08356648899818517,0.5750990310965639,0.0013079322638146168,0.003598121883799632,0.13324439069018668,K_Scratch,Other_Faults
0,2,0,392,0.005630081800045222,0.0,0.931765749566087,0.05106983410209203,0.0,0.0,0.01153433453177536,K_Scratch,K_Scratch
0,2,0,525,0.010960720583169416,0.001216631230805575,0.9058393283233204,0.05287407589026683,0.005020548989125382,0.0,0.024088694983312595,K_Scratch,K_Scratch
0,2,0,684,0.17735139191713006,0.01112536416540242,0.1349308388960048,0.5499300490934962,0.009578616112961463,0.01535559673380949,0.10172814308119524,K_Scratch,Other_Faults
0,2,0,400,0.01136019758459025,0.0,0.8812857267703245,0.08838347770019084,0.0003225806451612903,0.0,0.01864801729973257,K_Scratch,K_Scratch
0,2,0,468,0.0001624870307489153,4.016064257028112e-05,0.9827152840778005,0.012760776883144056,0.0006685565792582094,0.0,0.0036527347864777127,K_Scratch,K_Scratch
0,2,0,629,0.0004505667238228872,4.016064257028112e-05,0.9833256970263546,0.015112676763515576,0.00030378497229140025,0.0,0.000767113871445033,K_Scratch,K_Scratch
0,2,0,554,0.008230213464445359,0.0022950626033545946,0.9255254554006386,0.04748612255448841,0.0030407130768665635,0.0,0.013422432900206404,K_Scratch,K_Scratch
0,2,0,733,0.04241790838272599,0.0011952861952861952,0.7797082291286359,0.14934757828338202,0.0015475743590875968,0.000588235294117647,0.02519518835676445,K_Scratch,K_Scratch
0,2,0,354,0.2979122966814027,0.0044386216284580775,0.37141237488437207,0.27489567090782374,0.026026121048109786,0.011281058761919139,0.014033856087914553,K_Scratch,K_Scratch
0,2,0,509,0.0007507223248665624,4.016064257028112e-05,0.9875484454125101,0.008022214791640787,0.0006358768406961178,0.0,0.0030025799877161025,K_Scratch,K_Scratch
0,2,0,653,0.0004505667238228872,4.016064257028112e-05,0.9920029564926169,0.006990972852809105,0.00030378497229140025,0.0,0.00021155831588947756,K_Scratch,K_Scratch
0,2,0,579,0.0071931430700994245,0.0017068273092369476,0.9533918172561406,0.03274935902324961,0.0018642424886312692,0.0,0.003094610852642204,K_Scratch,K_Scratch
0,2,0,364,0.17338110048167332,0.003870427008155841,0.46993451103238854,0.272097388610018,0.04208458487834672,0.014747538645541689,0.0238844493438758,K_Scratch,K_Scratch
0,2,0,563,0.008476811107206739,0.0017068273092369476,0.940214356762296,0.03660742778190543,0.002624046410199897,0.0,0.01037053062915496,K_Scratch,K_Scratch
0,2,0,673,0.001250566723822887,4.016064257028112e-05,0.981471534820066,0.016722394525360076,0.00030378497229140025,0.0,0.00021155831588947756,K_Scratch,K_Scratch
0,2,0,405,0.002427192913101856,4.016064257028112e-05,0.948600438139425,0.03414359667772855,0.00243326246161115,0.0,0.012355349165562681,K_Scratch,K_Scratch
0,2,0,466,0.002034828848454863,4.016064257028112e-05,0.9854263246675629,0.010117829381562778,8.032128514056224e-05,0.0,0.0023005351747086445,K_Scratch,K_Scratch
0,2,0,578,0.014572885429547735,0.0017083398357061609,0.8485035548632753,0.10087256828843034,0.00774434573766035,0.0017191876750700277,0.02487911817030995,K_Scratch,K_Scratch
0,2,0,588,0.005304907775981776,0.0017068273092369476,0.9543566708790691,0.032891490694438766,0.0018642424886312692,0.0,0.0038758608526422034,K_Scratch,K_Scratch
0,2,0,528,0.004841875545604922,0.001804866524923222,0.9223301499529108,0.04967971014339081,0.0020684908546443415,0.0,0.019274906978525675,K_Scratch,K_Scratch
0,2,0,573,0.013966052907696855,0.0024460746210649047,0.900678943470061,0.0730375373565235,0.0012760071945136222,0.0041947610962891095,0.00440062335385095,K_Scratch,K_Scratch
0,2,0,449,0.14070591011186756,0.01127445358751186,0.28393272399511116,0.3540648074412989,0.011463510979448387,0.0,0.19855859388476194,K_Scratch,Other_Faults
0,2,0,456,0.0001624870307489153,4.016064257028112e-05,0.9953917546660361,0.0029372474713793497,8.032128514056224e-05,0.0,0.0013880289041247717,K_Scratch,K_Scratch
0,2,0,350,0.1380184347431215,0.016429142943922864,0.2010494292317026,0.45134608772587564,0.03832471627294824,0.027623909926876338,0.1272082791555526,K_Scratch,Other_Faults
0,2,0,445,0.0001624870307489153,4.016064257028112e-05,0.9870780291758401,0.009486267079222488,8.032128514056224e-05,0.0,0.0031527347864777127,K_Scratch,K_Scratch
0,2,0,561,0.008939629528035998,0.0006283959366879281,0.9212244161647027,0.05847708910337621,0.0014802555605266943,0.0007142857142857143,0.008535927992384474,K_Scratch,K_Scratch
0,2,0,517,0.0042268545372015605,4.016064257028112e-05,0.9398332609866052,0.0456442546548381,0.0008920202664090474,0.0,0.009363448912375606,K_Scratch,K_Scratch
0,2,0,510,0.0013389576189842096,4.016064257028112e-05,0.9759799899601534,0.015878423941967586,8.032128514056224e-05,0.0,0.006682146551183595,K_Scratch,K_Scratch
0,2,0,558,0.010592853798778857,0.0,0.9276652711457194,0.05040147586491938,0.000223463687150838,0.0,0.011116935503431253,K_Scratch,K_Scratch
0,2,0,644,0.07166259406574223,0.002765339671222024,0.6658877400868904,0.19737299646006362,0.0019462365591397849,0.00013333333333333334,0.06023175982360824,K_Scratch,K_Scratch
0,2,0,464,0.0001624870307489153,4.016064257028112e-05,0.9875649572804152,0.009791822634778043,0.0012241121348137648,0.0,0.0012164602766737912,K_Scratch,K_Scratch
0,2,0,590,0.09827068012819468,0.003224955040241664,0.6116240856517023,0.20961068139320319,0.0038305390931238476,0.0,0.07343905869353419,K_Scratch,K_Scratch
0,2,0,46,0.21416879882258183,0.035984575456720305,0.022308675088089848,0.3779041409808783,0.10105289576492732,0.03815694930406068,0.2104239645827416,Pastry,Other_Faults
0,2,0,16,0.02162176714606723,0.026473218394760276,0.07877027028074188,0.5611105666068742,0.12058690389793038,0.00024390243902439024,0.1911933712346016,Pastry,Other_Faults
0,2,0,67,0.23239456777072462,0.05122177660325427,0.01835346824879367,0.35624587037735217,0.22344537789317961,0.0063667954597431365,0.11197214364695224,Pastry,Other_Faults
0,2,0,151,0.20595017586496303,0.03150117763033562,0.029258273988180532,0.43755814958241834,0.17411495353101908,0.003843950339306377,0.11777331906377692,Pastry,Other_Faults
0,2,0,71,0.11168947469333945,0.04321622166588001,0.012124390482369714,0.26264452739293576,0.5165323876072333,0.0012088122605363985,0.05258418589770531,Pastry,Pastry
0,2,0,39,0.18814399861353298,0.011173983376465453,0.0130899790993454,0.4772774801384609,0.18259395881586002,0.002535353535353535,0.12518524642098158,Pastry,Other_Faults
0,2,0,85,0.5006319682800152,0.011864126135777232,0.02277025315465878,0.32617181440003695,0.06391255736333405,0.007056993196566061,0.06759228746961135,Pastry,Bumps
0,2,0,99,0.271694380858603,0.02222281464961292,0.013661446035483643,0.36112380913942843,0.26751475132177593,0.004643060246886991,0.05913973774820889,Pastry,Other_Faults
0,2,0,29,0.12980921160573597,0.01734172959902391,0.02014094574784932,0.2809752936076837,0.47147933508177603,0.0007504046550699695,0.07950307970286095,Pastry,Pastry
0,2,0,86,0.19767330145905848,0.10472042038621623,0.009166733253301994,0.3798879191995297,0.2005982457719891,0.008135950931550246,0.09981742899835437,Pastry,Other_Faults
0,2,0,106,0.03401000918304983,0.12316467567261302,0.033472458115947575,0.3220020703372598,0.31448325739991223,0.0001532567049808429,0.1727142725862367,Pastry,Other_Faults
0,2,0,58,0.4782883742634093,0.00481474898935688,0.04226935951589321,0.3200113278442816,0.11188070491541638,0.01531065695952892,0.02742482751211335,Pastry,Bumps
0,2,0,17,0.04336628493783189,0.08270470012962491,0.01942029883929384,0.4442696958527322,0.26215029851472876,0.00045454545454545455,0.14763417627124295,Pastry,Other_Faults
0,2,0,54,0.16122752455076095,0.15153926701386314,0.001615932942444464,0.34841274152551904,0.2855257272558691,0.002519015053973246,0.04915979165756977,Pastry,Other_Faults
0,2,0,50,0.33715347066689394,0.013476805823584825,0.034293528477218144,0.3991898912846819,0.13896041499577538,0.022719112302954567,0.054206776448891034,Pastry,Other_Faults
0,2,0,142,0.18822605137141868,0.018545146743503736,0.004628716082839272,0.2759293856232816,0.3994309200695207,0.00048659003831417623,0.11275319007112147,Pastry,Pastry
0,2,0,311,0.1381454959963329,0.03912929963603597,0.008710669376072684,0.42368905366020115,0.2139676365156624,5.524861878453039e-05,0.17630259619690983,Z_Scratch,Other_Faults
0,2,0,326,0.2922109224796569,0.014791003113798981,0.01968794455694036,0.39414676480511696,0.04626665780910549,0.00030303030303030303,0.232593676932351,Z_Scratch,Other_Faults
0,2,0,270,0.1593958309384093,0.013539734562380026,0.012342278939657093,0.37748126393612,0.01376614376274085,0.015198400300916938,0.4082763475597758,Z_Scratch,Z_Scratch
0,2,0,335,0.24841684799406535,0.003587729214243187,0.050767355470933084,0.5601635868830797,0.00030303030303030303,0.0023351410316347202,0.1344263091030137,Z_Scratch,Other_Faults
0,2,0,201,0.024155257603310876,0.13694350997671295,0.013805231514321361,0.4269813858409215,0.2539228229068249,0.00045628700801114594,0.1437355051498972,Z_Scratch,Other_Faults
0,2,0,195,0.06498250921805047,0.03689378932710143,0.039356107859367655,0.4573137256460714,0.07136021087302083,0.0,0.33009365707638805,Z_Scratch,Other_Faults
0,2,0,188,0.3245618023353508,0.006576823724743283,0.06203532047925519,0.4415044177349596,0.05135331437954504,0.03353369557359131,0.08043462577255481,Z_Scratch,Other_Faults
0,2,0,241,0.2676423072189777,0.002984767346180389,0.010664325924103017,0.46563943276496084,0.013059539682628067,0.0012132352941176471,0.23879639176903233,Z_Scratch,Other_Faults
0,2,0,323,0.029093869974214148,0.037853735366513167,0.05417367368367369,0.5456153585734468,0.058523954949909605,0.00024390243902439024,0.27449550501321796,Z_Scratch,Other_Faults
0,2,0,318,0.2701231162637194,0.008869711929390687,0.005551722599146054,0.37904039623962954,0.04186146774909779,0.003147605363984675,0.29140597985503164,Z_Scratch,Other_Faults
0,2,0,300,0.22189024300369986,0.026102942647591987,0.007066931515529151,0.31826509994471136,0.05916100235840006,0.013656896224326445,0.3538568843057411,Z_Scratch,Z_Scratch
0,2,0,346,0.01244816061205704,0.04566569658736824,0.061718470716151136,0.5488308150300818,0.15333459953894651,0.0,0.17800225751539517,Z_Scratch,Other_Faults
0,2,0,289,0.23956999742357715,0.0054469583946885735,0.018457842924432023,0.44980863969387064,0.018892396420734543,0.0006363636363636363,0.2671878015063333,Z_Scratch,Other_Faults
0,2,0,212,0.07186992312986418,0.027212880734855144,0.033632894033094,0.528781082698736,0.030847597971678898,0.0,0.3076556214317716,Z_Scratch,Other_Faults
0,2,0,203,0.0448976383325675,0.05070602662599095,0.03976532194095352,0.4784650980499848,0.07643534358012513,0.0,0.3097305714703779,Z_Scratch,Other_Faults
0,2,0,345,0.18489769405481568,0.060274660851973506,0.005704114292439369,0.436019326348289,0.14313086199421238,0.002757076682025637,0.16721626577624404,Z_Scratch,Other_Faults
0,2,0,297,0.31485069324580767,0.01043375167111222,0.02143331652477349,0.3769566587434165,0.11121383317361502,0.007671474552860181,0.15744027208841463,Z_Scratch,Other_Faults
0,2,0,193,0.33429055154194015,0.015599250877916004,0.009961644725188368,0.43661714657233314,0.04112584263658456,0.0035241355866355868,0.1588814280594021,Z_Scratch,Other_Faults
0,2,0,189,0.06760783195219144,0.05038997250500537,0.02612503630583502,0.4983958419107028,0.11439241909311258,0.0,0.2430888982331524,Z_Scratch,Other_Faults
0,2,0,767,0.061635314423470915,0.002534094374927007,0.0380111669306408,0.11897569571232362,0.006837662750674083,0.7486062984749902,0.023399767332973342,Stains,Stains
0,2,0,773,0.02478306774548746,0.0008131868131868131,0.03092823758551001,0.04506648051234917,0.006720566483564327,0.8908114415377608,0.0008770193221412733,Stains,Stains
0,2,0,775,0.05913664320295282,0.0037372301556901767,0.019815211535309706,0.1468947339021594,0.013126184591628409,0.7451676209239478,0.012122375688310916,Stains,Stains
0,2,0,787,0.06643207956118116,0.0023555362100362754,0.0124180364557129,0.13693449141568848,0.015562390269089075,0.752172710967741,0.014124755120550328,Stains,Stains
0,2,0,762,0.14313215499469406,0.003762934500318857,0.04365713144730704,0.1581059844179257,0.04018303955645633,0.5940636698867428,0.017095085196555344,Stains,Stains
0,2,0,777,0.044319478293212526,0.005819032879270949,0.040544283086042875,0.14326089258589517,0.012561328146131178,0.7345257758056642,0.018969209203782703,Stains,Stains
0,2,0,808,0.04894566058802008,0.005388561475296823,0.012013579284054244,0.13508169031455833,0.010883998871729821,0.7739623157236489,0.013724193742690903,Stains,Stains
0,3,0,913,0.5323373958737043,0.003381550346309216,0.020368034623470557,0.35725072168070826,0.04139619776295583,0.009456503054217608,0.03580959665863424,Bumps,Bumps
0,3,0,1180,0.5187190935924851,0.0026809673007833126,0.038531389785307575,0.3140953594793562,0.043267360911585034,0.0008586679864253393,0.08184716094405765,Bumps,Bumps
0,3,0,1005,0.12421620825529421,0.07255986094501068,0.004906654202689244,0.410808064262717,0.301324916578201,0.0013043478260869564,0.08487994793000068,Bumps,Other_Faults
0,3,0,1239,0.521521009238615,0.001889815493646139,0.0618388418976565,0.3133809092779842,0.026067234931304948,0.001140358589087809,0.07416183057170533,Bumps,Bumps
0,3,0,888,0.4663236265971306,0.0024769732134875167,0.03423648285159857,0.3680568978574069,0.06418282957702155,7.8125e-05,0.06464506490335512,Bumps,Bumps
0,3,0,1216,0.4631397850980109,0.0005,0.020978020984463042,0.38532004619964033,0.001497326203208556,0.0024554269655076106,0.1261093945491696,Bumps,Bumps
0,3,0,942,0.3380329552647881,0.00821666950386704,0.023145707047816752,0.35724612922161214,0.1432771079740309,0.003462626085937065,0.12661880490194802,Bumps,Other_Faults
0,3,0,922,0.18378534922245557,0.08565056481638439,0.015386980571001489,0.36942438162896296,0.23290381781037428,0.03631773341523672,0.07653117253558457,Bumps,Other_Faults
0,3,0,1191,0.6755805615951199,0.0016725155971479499,0.034314099888539645,0.2395135178559637,0.011210378675108112,0.006874447797217939,0.030834478590902575,Bumps,Bumps
0,3,0,1192,0.17849744454837022,0.01144896877467231,0.004271307878193568,0.4550571975200129,0.2923341410108965,0.002587993393332659,0.055802946874521815,Bumps,Other_Faults
0,3,0,1089,0.23900571461585407,0.06302727437974337,0.02534971462365557,0.3535436921967369,0.22960892976361286,0.03764777811509877,0.05181689630529827,Bumps,Other_Faults
0,3,0,1171,0.716399828016694,0.002188176406926407,0.015290821450028611,0.22144530089406136,0.007816921934797827,0.005476218807300968,0.031382732490190676,Bumps,Bumps
0,3,0,970,0.4157490874759786,0.00017708333333333332,0.10442824855100419,0.3852198778722152,0.058958443201914276,0.010439751063719893,0.025027508501834196,Bumps,Bumps
0,3,0,1102,0.43529000397184786,0.0069426821786157545,0.01786080359795309,0.3592088304743106,0.03616475193784621,0.01294539226688018,0.13158753557254613,Bumps,Bumps
0,3,0,1113,0.19889762973318395,0.01136496563579649,0.10964979744770066,0.506830090614377,0.0009090909090909091,0.004765121820461087,0.16758330383938977,Bumps,Other_Faults
0,3,0,1071,0.5225904306797294,0.0011338141025641025,0.019286244595974014,0.39287679816922727,0.024312218888205853,0.019419755828561328,0.02038073773573805,Bumps,Bumps
0,3,0,1052,0.49015161931737716,0.001171498603817621,0.027672158384639482,0.3713726738470383,0.08933279778122978,0.009350738085179958,0.010948513980717688,Bumps,Bumps
0,3,0,1065,0.40376454281889707,0.02026495477761732,0.1453236562489144,0.3110254267603324,0.07084800516678684,0.02394695104639092,0.024826463181060732,Bumps,Bumps
0,3,0,1255,0.4660871171615794,0.0010676149940262844,0.036953318580582456,0.38709274910144736,0.04324419784083445,0.0041088865522386315,0.06144611576929129,Bumps,Bumps
0,3,0,984,0.26544776546715615,0.01879132100244131,0.09689995011550252,0.4497149493141658,0.03723319309186261,0.038763051063228394,0.09314976994564303,Bumps,Other_Faults
0,3,0,1193,0.19945992498610185,0.08910675112714815,0.0063546949403726904,0.3299638415619299,0.12405322556926876,0.005668682795698925,0.2453928790194796,Bumps,Other_Faults
0,3,0,1110,0.17159388992388597,0.022242277678534844,0.15874415402559264,0.5603365543771032,0.004176027373214074,0.005151293288514151,0.07775580333315489,Bumps,Other_Faults
0,3,0,1202,0.2605392414783276,0.02223739488459396,0.055528098960026966,0.5784159794396584,0.005160636092381616,0.01453432584700774,0.06358432329800359,Bumps,Other_Faults
0,3,0,906,0.4534897541596413,0.0038231085163301704,0.02755798326865587,0.33399598282304793,0.11475965493543222,0.0062632772613140375,0.06011023903557848,Bumps,Bumps
0,3,0,1187,0.4783740202270501,0.002549612872193517,0.06746478018821783,0.3738318531320493,0.005461595032278145,0.00432251589509654,0.06799562265311444,Bumps,Bumps
0,3,0,1086,0.4336686112557488,0.005014474077264326,0.10440114690752367,0.37574865381574923,0.01945457274386692,0.00597123086214611,0.055741310337701154,Bumps,Bumps
0,3,0,1146,0.5072551600314875,0.002360950216531065,0.017634275857294088,0.35946559163417474,0.03607672929046556,0.003853904422554308,0.07335338854749272,Bumps,Bumps
0,3,0,1049,0.4737042933964253,0.009333737932740995,0.015951177362182364,0.36504323442886766,0.02670188608241018,0.027243860084289962,0.08202181071308333,Bumps,Bumps
0,3,0,866,0.3888510854776311,0.0025957553475935836,0.09624691468638201,0.39492458860484114,0.054719392876400666,0.004981034307726795,0.05768122869942456,Bumps,Other_Faults
0,3,0,948,0.17407768942628776,0.00636143592363442,0.10048033071318623,0.40797734997869944,0.012133191221534636,0.0,0.29897000273665747,Bumps,Other_Faults
0,3,0,1233,0.18213703560417016,0.014534235236672067,0.02791641285753327,0.535000405370347,0.03059464771457555,0.0006478578892371996,0.2091694053274646,Bumps,Other_Faults
0,3,0,1120,0.1300115070923403,0.012582462692679413,0.09764316772563138,0.5927550150760925,0.005690991574495411,0.0016734006734006733,0.15964345516536002,Bumps,Other_Faults
0,3,0,1169,0.5218720141676849,0.0015863840562750297,0.09699354339619408,0.31909471026289427,0.033556702558788516,0.01060304507755302,0.01629360048060997,Bumps,Bumps
0,3,0,1230,0.2886346637202173,0.01015369720571095,0.04191317411391381,0.5460236634296072,0.0061520820954644485,0.018885885797859478,0.08823683363722695,Bumps,Other_Faults
0,3,0,1103,0.14578666347409452,0.03788445317000521,0.0026536583393968792,0.5231388190784222,0.14275374114871908,0.0012787114845938374,0.14650395330476773,Bumps,Other_Faults
0,3,0,920,0.5986886018812881,0.0008238048659830904,0.019715267467996553,0.311867112071487,0.026091667901052842,0.008926329886496791,0.033887215925695414,Bumps,Bumps
0,3,0,1098,0.028899175920181694,0.002840547252311958,0.4137855383144806,0.5350676853598644,0.004328079328079328,0.0016666666666666666,0.013412307158415451,Bumps,Other_Faults
0,3,0,1011,0.5020072732741787,0.0014828472605909492,0.01821884064419741,0.38438494715840965,0.02951549315339734,0.009916223997399352,0.05447437451182649,Bumps,Bumps
0,3,0,1219,0.42638648196505813,0.003623595103390499,0.018191692366533778,0.4499176025302977,0.004659899008422757,0.01891830159275393,0.0783024274335432,Bumps,Other_Faults
0,3,0,1232,0.36084702424678156,0.0,0.024900380907644567,0.466218656329509,0.0015907415597818076,0.002682940193020838,0.14376025676326207,Bumps,Other_Faults
0,3,0,1772,0.21312227872703202,0.015191461069514722,0.1281240288383829,0.5796334510601049,0.005889307421052946,0.01463510884261432,0.04340436404129835,Other_Faults,Other_Faults
0,3,0,1839,0.22204936695269556,0.012136495093459527,0.2110683072472974,0.3994273669679614,0.024743515608254746,0.032085227203271484,0.0984897209270599,Other_Faults,Other_Faults
0,3,0,1278,0.286426963061142,0.015100967279262465,0.028850868038936214,0.36984517696131697,0.11246059017025599,0.013923454829005874,0.1733919796600806,Other_Faults,Other_Faults
0,3,0,1716,0.185394994814976,0.0006838106370543542,0.031487796542186454,0.677934368151938,0.0018252519237740912,0.004926391866619571,0.09774738606345153,Other_Faults,Other_Faults
0,3,0,1328,0.1581903107233945,0.010793839713127518,0.031255667338309895,0.6068840371541833,0.0310797051077385,0.00310490277982538,0.15869153718342083,Other_Faults,Other_Faults
0,3,0,1927,0.12374745914082302,0.03700251979350545,0.021856998822963623,0.5611324956767585,0.07631262947231413,0.012298962774244873,0.16764893431939015,Other_Faults,Other_Faults
0,3,0,1777,0.1998872241034376,0.006249498762355151,0.10623880074660615,0.3857517046566759,0.013071125840573173,0.00041666666666666664,0.2883849792236852,Other_Faults,Other_Faults
0,3,0,1633,0.1480877764476814,0.014033136117177915,0.03718027343413552,0.5580622153260523,0.007848532385641555,0.014816792364349624,0.21997127392496155,Other_Faults,Other_Faults
0,3,0,1765,0.22452671959169393,0.010860684738739475,0.10871376838817509,0.5208342249670225,0.004532393921867606,0.0036837204215934205,0.1268484879709077,Other_Faults,Other_Faults
0,3,0,1683,0.07272454046283082,0.03229465703516969,0.1314382929666932,0.40477190867452245,0.12566750871666327,0.0,0.23310309214412026,Other_Faults,Other_Faults
0,3,0,1483,0.06096559998372833,0.026167316317175112,0.023217773625018735,0.5693670458232503,0.03881891717740376,0.001176470588235294,0.28028687648518813,Other_Faults,Other_Faults
0,3,0,1332,0.2198035557597736,0.042663200989243553,0.0100975584894468,0.4345221780315297,0.1772322698543849,0.00538687840727689,0.11029435846834429,Other_Faults,Other_Faults
0,3,0,1694,0.09160105919730958,0.008141614594732775,0.2656624513100149,0.40961184895265584,0.05215268649827837,0.0,0.17283033944700857,Other_Faults,Other_Faults
0,3,0,1528,0.11588570630894526,0.03576783099721573,0.013785051755476747,0.45479996637097925,0.18136841458262037,0.001379310344827586,0.19701371963993494,Other_Faults,Other_Faults
0,3,0,1828,0.11591451512061819,0.025765361910232182,0.11148230045832194,0.49807545881436543,0.01410826884445433,0.09635362430238928,0.1383004705496186,Other_Faults,Other_Faults
0,3,0,1364,0.08097151134402251,0.0054526028369354385,0.1504510265367992,0.7231611696018332,0.005222222222222222,0.0035428878379755884,0.031198579620211567,Other_Faults,Other_Faults
0,3,0,1375,0.05421443194461748,0.0034675297206737373,0.31993153655864315,0.5904599274548925,0.015233667617034756,0.0,0.01669290670413851,Other_Faults,Other_Faults
0,3,0,1270,0.01690680939940209,0.055505315743496396,0.028134846320464743,0.5357627722166847,0.16257223215465455,0.0002127659574468085,0.2009052582078506,Other_Faults,Other_Faults
0,3,0,1595,0.09944818336611162,0.033399200700517155,0.07857134729977501,0.4345652122764777,0.03652083436413176,0.0005831363278171789,0.31691208566516965,Other_Faults,Other_Faults
0,3,0,1337,0.23178285982043806,0.005815621773100156,0.016109655115128,0.5290280040842088,0.009701756676388404,0.0009215686274509805,0.20664053390328546,Other_Faults,Other_Faults
0,3,0,1721,0.14695962194947296,0.01600340688935549,0.00755854487334795,0.5248311606159151,0.21687833540487209,0.0005555555555555556,0.08721337471148076,Other_Faults,Other_Faults
0,3,0,1640,0.21904620096374075,0.032456183073542096,0.004535982917196972,0.442741471034598,0.2457212816357412,0.001964349376114082,0.053534530999067007,Other_Faults,Other_Faults
0,3,0,1884,0.13657175901488128,0.05749700407346613,0.11506769061879375,0.5385315764644328,0.004721949332029977,0.030412313066353395,0.11719770743004229,Other_Faults,Other_Faults
0,3,0,1872,0.4609068582228379,0.012071161477651013,0.01827738932227993,0.36423715732529727,0.03500151178574117,0.021237005050602047,0.08826891681559051,Other_Faults,Bumps
0,3,0,1284,0.31754486422439787,0.01776348070059948,0.03620909420109399,0.37452504821884625,0.22056695275735186,0.0035289893642331525,0.029861570533477325,Other_Faults,Other_Faults
0,3,0,1610,0.3274154458517398,0.0232593698472092,0.021644848236006035,0.3893366585555233,0.1966907138136276,0.004668956391327368,0.036984007304566545,Other_Faults,Other_Faults
0,3,0,1832,0.1387075584144666,0.02821056615609741,0.10586414083787393,0.4805737855326754,0.03844930096782223,0.06149944017721002,0.1466952079138543,Other_Faults,Other_Faults
0,3,0,1557,0.06298765956822,0.06325678067739043,0.03495202310179691,0.7752631235635401,0.0039161341188377555,0.021383211760337625,0.03824106720987653,Other_Faults,Other_Faults
0,3,0,1856,0.07340948006745676,0.03146240241226383,0.041965476855192405,0.7718113564519017,0.009712701098301448,0.015045245769453222,0.056593337345430254,Other_Faults,Other_Faults
0,3,0,1395,0.2019642304497219,0.06201169545984022,0.13904353307202488,0.35942073789361495,0.12449052605855306,0.04107018329230041,0.07199909377394462,Other_Faults,Other_Faults
0,3,0,1499,0.31337412607907417,0.0020685934043319443,0.014359166726757723,0.42843487972006744,0.010058424719152628,0.0,0.23170480935061596,Other_Faults,Other_Faults
0,3,0,1521,0.0206089605392344,0.07497279104261238,0.025374945292404215,0.42785020290632664,0.27403172763583195,0.0,0.1771613725835904,Other_Faults,Other_Faults
0,3,0,1417,0.3226727320100886,0.003424057384186695,0.030659432757320183,0.4211340936903356,0.06221235157333028,0.043086956462958105,0.1168103761217804,Other_Faults,Other_Faults
0,3,0,1411,0.5575466977941551,0.0010130079536286784,0.018306685623509355,0.3363180323328696,0.054921201874468736,0.005803996274100534,0.026090378147267935,Other_Faults,Bumps
0,3,0,1369,0.17572875348649114,0.030012274196652974,0.01939055570816162,0.5643392555860695,0.04004480782585167,0.08328337362907835,0.08720097956769472,Other_Faults,Other_Faults
0,3,0,1448,0.24865364377436386,0.003430644507762358,0.09958765888370698,0.41521729594555795,0.024570872671040446,0.0006923076923076924,0.20784757652526056,Other_Faults,Other_Faults
0,3,0,1340,0.22454267225763075,0.011256656863238042,0.006882616860973638,0.49860107694542066,0.06211172959632936,0.0009215686274509805,0.1956836788489564,Other_Faults,Other_Faults
0,3,0,1301,0.10746033321619076,0.07422236935362495,0.0036327976287762165,0.45948800046616084,0.3238207476194542,0.0033748997594226144,0.0280008519563704,Other_Faults,Other_Faults
0,3,0,1843,0.09244764363557388,0.08037599787480249,0.05732544137027401,0.4985930673859174,0.1314370277424997,0.006553664063302144,0.1332671579276301,Other_Faults,Other_Faults
0,3,0,1347,0.14517986862388493,0.024058141503288378,0.0016045785765037102,0.39076493304195664,0.30182746724451137,0.0,0.1365650110098547,Other_Faults,Other_Faults
0,3,0,1524,0.02905873787071039,0.026610478098801443,0.06408784092649858,0.5224403983106081,0.11980259554237095,0.0,0.2379999492510105,Other_Faults,Other_Faults
0,3,0,1473,0.47284114379831094,0.007861412728986468,0.025264627505455387,0.362582485158148,0.07879273215036009,0.008303170991211828,0.04435442766752675,Other_Faults,Bumps
0,3,0,1695,0.22007020884181636,0.003549625158618847,0.012675353918213198,0.4672386798418254,0.006099413983738112,0.0028563647681294733,0.2875103534876585,Other_Faults,Other_Faults
0,3,0,1371,0.1627551609679286,0.029371599606351596,0.017559853097135935,0.7046062699580237,0.011056194431020117,0.02814348181551846,0.04650744012402125,Other_Faults,Other_Faults
0,3,0,1656,0.20428676711527044,0.02108937639173116,0.0026966847984053284,0.47572016234353987,0.12595185117972005,0.00035714285714285714,0.16989801531419021,Other_Faults,Other_Faults
0,3,0,1500,0.21997758621250646,0.008384554374046786,0.05671973158870001,0.41901137119686394,0.012640928229946148,0.0004761904761904762,0.282789637921746,Other_Faults,Other_Faults
0,3,0,1930,0.2209090816962191,0.007581230921318763,0.05269911036344329,0.5892031900207093,0.0017866884214500847,0.011152998524833242,0.11666770005202604,Other_Faults,Other_Faults
0,3,0,1619,0.5446347301205722,0.014881281579963919,0.02583013998902328,0.3145095262247646,0.027344481371680874,0.03002621048917558,0.042773630224819476,Other_Faults,Bumps
0,3,0,1563,0.3000167780407029,0.0038550452844730333,0.011883590902649253,0.5117220136480123,0.006646492179119698,0.025498212509169865,0.1403778674358728,Other_Faults,Other_Faults
0,3,0,1821,0.010793729354036791,0.33702775863821466,0.006710225490441699,0.24876551279286793,0.3251992490255167,0.0,0.07150352469892211,Other_Faults,Dirtiness
0,3,0,1562,0.21556869123650899,0.037039455853410556,0.11688809767657933,0.5147675899093105,0.002612413291217639,0.012293185873235371,0.10083056615973753,Other_Faults,Other_Faults
0,3,0,1443,0.6232138831774161,0.000998148762157383,0.019073832531137716,0.3013593214622492,0.032239951147030356,0.005803642091967504,0.01731122082804198,Other_Faults,Bumps
0,3,0,1533,0.21467296325731375,0.019723569857003853,0.0498992769817413,0.33948503457282486,0.035214486854946776,0.0003448275862068965,0.34065984088996226,Other_Faults,Z_Scratch
0,3,0,1815,0.2115311958688525,0.05499390870869091,0.006500895970722686,0.3615000768862655,0.32192535970318154,0.009602523476916733,0.033946039385370066,Other_Faults,Other_Faults
0,3,0,1880,0.11403434792703072,0.04926181335208068,0.034901440835238155,0.641239445531674,0.019783947205912596,0.06659745961935969,0.074181545528704,Other_Faults,Other_Faults
0,3,0,1863,0.0391753622009788,0.014734221347676959,0.23015398257571335,0.6723813604444077,0.009821048271325841,0.006401398379151438,0.027332626780745835,Other_Faults,Other_Faults
0,3,0,1932,0.21994225540427695,0.00990714578596948,0.054721079511009824,0.5927797064666489,0.0027770469473055682,0.013438658046837068,0.1064341078379524,Other_Faults,Other_Faults
0,3,0,1564,0.26960725546256875,0.0005323275862068966,0.060310779836479755,0.47352025681156235,0.005753890910431159,0.0009859006734006734,0.18928958871935017,Other_Faults,Other_Faults
0,3,0,1859,0.21386602223418266,0.00823742658997633,0.01028100930527891,0.4132628362613838,0.05296096590553215,0.005053211111635416,0.29633852859201065,Other_Faults,Other_Faults
0,3,0,1831,0.1729104347938524,0.11206385752592883,0.08129412398627137,0.37009281025699664,0.16063474963955954,0.01217450586527261,0.09082951793211849,Other_Faults,Other_Faults
0,3,0,1598,0.10387914091274573,0.0435725392435672,0.02419694227084658,0.5180380656890687,0.12318821275778595,0.00035714285714285714,0.18676795626884313,Other_Faults,Other_Faults
0,3,0,1486,0.16928513571934561,0.006604243505808971,0.006672207498906919,0.5045990698509858,0.026359568326548358,0.0,0.2864797750984043,Other_Faults,Other_Faults
0,3,0,1449,0.5318479241518601,0.0008238048659830904,0.012893812339212194,0.3737581773838429,0.03167216820176126,0.01340505384064698,0.03559905921669353,Other_Faults,Bumps
0,3,0,1583,0.034225774549843255,0.07418849131688349,0.008452321954218238,0.4830654938123679,0.3004162940201294,0.0,0.0996516243465576,Other_Faults,Other_Faults
0,3,0,1576,0.05233395912304605,0.05596440179582987,0.025983397703997352,0.4611867156828322,0.1648200048482971,0.0002127659574468085,0.23949875488855066,Other_Faults,Other_Faults
0,3,0,1515,0.3201524192579235,0.006147504823322716,0.02830893376628388,0.4139262558376201,0.04170197761000774,0.0003225806451612903,0.18944032805968047,Other_Faults,Other_Faults
0,3,0,1612,0.6041310090551999,0.001907239671248292,0.014723854542352349,0.2931873963100749,0.04917401512954171,0.010427421982391874,0.026449063309190664,Other_Faults,Bumps
0,3,0,1379,0.029152585645920385,0.0013432210491034018,0.2993719706999006,0.6509024287413051,0.007472095555259857,0.0,0.011757698308510551,Other_Faults,Other_Faults
0,3,0,839,0.10796467934653924,0.2432775154055453,0.00399683991413531,0.3118288732026519,0.2689832996536408,0.022732161463619262,0.04121663101386797,Dirtiness,Other_Faults
0,3,0,848,0.01672776886460447,0.5667785545027949,0.009392874340793899,0.1834777218458881,0.1621304441720255,0.0,0.06149263627389269,Dirtiness,Dirtiness
0,3,0,850,0.033137000734031224,0.406823413425121,0.010127530724007803,0.25537228481104274,0.233202701396968,0.00035714285714285714,0.0609799260516865,Dirtiness,Dirtiness
0,3,0,834,0.10941252071676665,0.061528402544678694,0.04544501666464439,0.644105763724347,0.02083814894060456,0.0496737238565558,0.06899642355240249,Dirtiness,Other_Faults
0,3,0,864,0.14427971909310763,0.2249563780726259,0.005582053569299705,0.3145370089364843,0.24390447534332996,0.026753294872247025,0.039987070112905226,Dirtiness,Other_Faults
0,3,0,527,0.010417068035659248,0.0007291666666666667,0.9251729962467214,0.03688370615768922,0.003405980968011287,0.0,0.023391081925251564,K_Scratch,K_Scratch
0,3,0,703,0.0017223845112464907,0.0,0.9204168120092667,0.0762144601989063,4.405286343612335e-05,0.0,0.0016022904171435369,K_Scratch,K_Scratch
0,3,0,533,0.17754300281786858,0.020950371090422224,0.1882538894131331,0.4632641899064243,0.00327535767895675,0.008301903619779512,0.1384112854734154,K_Scratch,Other_Faults
0,3,0,677,0.0001619269949066214,0.0,0.9953978419711119,0.0042846284941425875,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,737,0.02302919950190434,0.0405882640046205,0.06719379899789908,0.5362470631443563,0.17141930665130675,0.0003225806451612903,0.16119978705475155,K_Scratch,Other_Faults
0,3,0,617,0.0006164724494520759,0.0,0.9800210594275733,0.019206865583135304,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,591,0.011629869097523646,0.0003846153846153846,0.9288322476710325,0.03538961929956288,0.004466137486759137,0.0,0.0192975110605066,K_Scratch,K_Scratch
0,3,0,454,0.0041511507348934995,0.0,0.9876799591085951,0.007078505007976693,4.405286343612335e-05,0.0,0.0010463322850984482,K_Scratch,K_Scratch
0,3,0,595,0.0001619269949066214,0.0,0.990943999141816,0.007488471323438568,4.405286343612335e-05,0.0,0.0013615496764027963,K_Scratch,K_Scratch
0,3,0,353,0.20898934023262875,0.006250442679262691,0.3903936113375082,0.31196932459107035,0.012236944712923794,0.03977079087010169,0.030389545576504532,K_Scratch,K_Scratch
0,3,0,512,0.0072913802659478385,0.0007291666666666667,0.9463869040443846,0.028616026840625728,0.003405980968011287,0.0,0.013570541214363687,K_Scratch,K_Scratch
0,3,0,648,0.0001619269949066214,0.0,0.996502219075489,0.0031802513897654827,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,560,0.001305717844579824,0.0,0.9908052472456257,0.007145197075837835,4.405286343612335e-05,0.0,0.0006997849705204432,K_Scratch,K_Scratch
0,3,0,575,0.0007501622890242685,0.0,0.9946931116172363,0.0044011235539005355,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,461,0.005368696811295074,0.001086309523809524,0.922992578277347,0.040457564602829114,0.007365608297203834,0.0,0.022729242487515084,K_Scratch,K_Scratch
0,3,0,348,0.2510216491481799,0.0078065210818920325,0.2681875554070258,0.3676009284231788,0.02491315132704529,0.013739682780685752,0.06673051183199218,K_Scratch,Other_Faults
0,3,0,401,0.007478376134529386,0.0007291666666666667,0.9653563373998953,0.013505633422160148,0.0022295103797759924,0.0,0.010700975996972381,K_Scratch,K_Scratch
0,3,0,701,0.0001619269949066214,0.0,0.9900610481764339,0.009621422288820444,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,643,0.0007501622890242685,0.0,0.9829141986490602,0.014341801227958823,4.405286343612335e-05,0.0,0.001949784970520443,K_Scratch,K_Scratch
0,3,0,626,0.0001619269949066214,0.0,0.9931623865951319,0.006520083870122515,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,695,0.0001619269949066214,0.0,0.9929248345863396,0.006757635878914679,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,411,0.004142058998979513,0.0007291666666666667,0.9401807046280459,0.03435390046510925,0.003994216262128933,0.0,0.01659995297906957,K_Scratch,K_Scratch
0,3,0,358,0.2583461732859987,0.00970025813722435,0.17670562311317192,0.4701025178262846,0.012703869420314205,0.01366303254118163,0.05877852567582442,K_Scratch,Other_Faults
0,3,0,384,0.44119540168783045,0.001016214440321583,0.10760926200266978,0.38382592650898445,0.028857317548120244,0.0019430008648758648,0.03555287694719756,K_Scratch,Bumps
0,3,0,389,0.18797274257969285,0.0208790660463958,0.035979706846385774,0.42462498863296316,0.1368323625713496,0.0006712433257055682,0.19303988999750693,K_Scratch,Other_Faults
0,3,0,711,0.04919331176986369,0.00522521455153034,0.7068600788019801,0.1767901553669061,0.026947821406929563,0.0014108159392789373,0.03357260216351096,K_Scratch,K_Scratch
0,3,0,387,0.5200390167428516,0.0015569769036646915,0.07131778582517721,0.33571227664570424,0.03512450300369791,0.0008952111396667849,0.03535422973923742,K_Scratch,Bumps
0,3,0,650,0.0001619269949066214,0.0,0.9947375131931361,0.004944957272118424,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,431,0.002234425711550829,0.0007291666666666667,0.9707915369912675,0.015413538296654483,0.0016412750856583454,0.0,0.009190057248201971,K_Scratch,K_Scratch
0,3,0,587,0.09128729204691793,0.005926732385971517,0.6554276861724523,0.1729552394389354,0.004115472088298175,0.0,0.07028757786742448,K_Scratch,K_Scratch
0,3,0,599,0.0001619269949066214,0.0,0.9910712815208191,0.00861118894443529,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,614,0.0001619269949066214,0.0,0.9860663706025933,0.012366099862660945,4.405286343612335e-05,0.0,0.0013615496764027963,K_Scratch,K_Scratch
0,3,0,638,0.0001619269949066214,0.0,0.9882318005125005,0.011450669952753708,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,451,0.004807727746969233,0.0,0.9818480193595627,0.010654713702045382,4.405286343612335e-05,0.0,0.002645486327986506,K_Scratch,K_Scratch
0,3,0,592,0.0001619269949066214,0.0,0.9842412379709259,0.01510789916099519,4.405286343612335e-05,0.0,0.0004448830097361294,K_Scratch,K_Scratch
0,3,0,642,0.0012730381060177326,0.0,0.9901027271993236,0.008468632154819678,4.405286343612335e-05,0.0,0.00011154967640279609,K_Scratch,K_Scratch
0,3,0,375,0.2658687950779682,0.009038073542275142,0.302568027091021,0.3016818591509277,0.07348594587414821,0.03260754673967715,0.014749752523982534,K_Scratch,K_Scratch
0,3,0,518,0.01680970821265688,0.0,0.885948589908603,0.05410017112471175,0.020314241486068106,0.0,0.02282728926796037,K_Scratch,K_Scratch
0,3,0,535,0.009855864493115027,0.0009090909090909091,0.9492018656437413,0.030076522902316424,0.003181818181818182,0.0,0.006774837869917718,K_Scratch,K_Scratch
0,3,0,27,0.20657344033570468,0.06296886554727109,0.01699161350549404,0.3160544259125276,0.3218641955013759,0.014459222293496077,0.06108823690413046,Pastry,Pastry
0,3,0,33,0.1776913299943643,0.007801658870444816,0.014802824148175615,0.35482800216864185,0.4038074700661549,0.0,0.041068714752218446,Pastry,Pastry
0,3,0,137,0.1501970459649731,0.013402559863109979,0.0014728628800917958,0.3628425505687771,0.416377532161821,0.0011864698149458995,0.05452097874628131,Pastry,Pastry
0,3,0,47,0.18927909348836588,0.07477421518017616,0.011304512886454005,0.34822696444731926,0.26801279533853434,0.032752865849583944,0.07564955280956637,Pastry,Other_Faults
0,3,0,132,0.10064984787545354,0.045947004207922484,0.011124393422019105,0.2403028355467255,0.47094723241491626,6.451612903225807e-05,0.13096417040393069,Pastry,Pastry
0,3,0,88,0.1358814490526887,0.03242267922931488,0.0015770488930428178,0.2634381765188117,0.5235144512912304,0.0011749755620723364,0.04199121945283904,Pastry,Pastry
0,3,0,68,0.2598960801086815,0.02774747385042756,0.017581464027087924,0.32621159902876024,0.08077732154485298,0.007612719086162324,0.2801733423540273,Pastry,Other_Faults
0,3,0,73,0.15096924633160821,0.1255301382293955,0.009868677715676616,0.3007940496967064,0.18649901088016693,0.0427994474629143,0.183539429683532,Pastry,Other_Faults
0,3,0,93,0.505686079265707,0.0016487901978973407,0.028217407505969207,0.3515488556658717,0.05531950737247952,7.8125e-05,0.05750123499207534,Pastry,Bumps
0,3,0,21,0.14875677218096522,0.08847957638246016,0.008278189549288077,0.42275171337118905,0.2563518305029606,0.00011627906976744185,0.07526563894336918,Pastry,Other_Faults
0,3,0,59,0.20096163465187278,0.0463296189253431,0.01814017942334028,0.37853306452839747,0.26221047822125815,0.01816630586263398,0.07565871838715417,Pastry,Other_Faults
0,3,0,24,0.12312613345939397,0.050422729336848236,0.02623567810122319,0.5003145635878128,0.20287612882638068,0.005174216882130825,0.09185054980620999,Pastry,Other_Faults
0,3,0,127,0.15064615853059574,0.03834410200353076,0.002837699126048942,0.3699040598832158,0.2851508116013289,6.451612903225807e-05,0.15305265272624757,Pastry,Other_Faults
0,3,0,26,0.1281060813245299,0.009951678702741294,0.013440046825343189,0.3972038237227936,0.349837903333565,0.0005,0.10096046609102691,Pastry,Other_Faults
0,3,0,94,0.2801992739957425,0.0022469597288676236,0.036171611169767054,0.47408638637881884,0.04808085790441281,0.03440255995081467,0.12481235087157629,Pastry,Other_Faults
0,3,0,104,0.08724462301347342,0.03840396999482479,0.010975798699511341,0.24946017873654763,0.50232673691929,0.00039784946236559143,0.11119084317398699,Pastry,Pastry
0,3,0,320,0.1551013971571667,0.006003604066092809,0.03450929930813982,0.4632633132624294,0.005843456873235619,0.009702468859281237,0.325576460473654,Z_Scratch,Other_Faults
0,3,0,308,0.2860290535378558,0.01932595584630096,0.02438376351547812,0.40224222008866634,0.1705639841192837,0.0031954634851371656,0.09425955940727773,Z_Scratch,Other_Faults
0,3,0,261,0.2100576531604898,0.007183831260630128,0.07748028345174196,0.42261186521736294,0.027781507079954294,0.0,0.2548848598298207,Z_Scratch,Other_Faults
0,3,0,194,0.3074349996352957,0.009863847745393346,0.008443626832742397,0.39295663094962024,0.031917136484437995,0.0017249781468531469,0.247658780205657,Z_Scratch,Other_Faults
0,3,0,328,0.15007731064286697,0.08600417579118495,0.008735296414031545,0.4164020232625239,0.15948991989480782,0.015534407977870604,0.16375686601671405,Z_Scratch,Other_Faults
0,3,0,174,0.1970368854532961,0.022844142207040827,0.01405071650322341,0.35144460333389,0.0429007622096351,0.011502525118252935,0.3602203651746616,Z_Scratch,Z_Scratch
0,3,0,258,0.1885241904702808,0.03845462920024749,0.0033513500571306885,0.31743608621816155,0.24650249842305286,0.0006200716845878137,0.20511117394653863,Z_Scratch,Other_Faults
0,3,0,333,0.24606022260602559,0.02198819660070472,0.10402301053310176,0.4562912490426407,0.0124180479388476,0.016036153214783067,0.1431831200638964,Z_Scratch,Other_Faults
0,3,0,298,0.12292295642901216,0.02366771783696571,0.003969733156420463,0.48010164219248025,0.08772933744043104,0.00041666666666666664,0.28119194627802346,Z_Scratch,Other_Faults
0,3,0,336,0.2213402235484839,0.03179107217699456,0.07313234261659517,0.5956985261807295,0.0011646235660085589,0.015377554269143586,0.06149565764204455,Z_Scratch,Other_Faults
0,3,0,190,0.3089662334952793,0.004746891651174188,0.020017737438791875,0.4869944702673334,0.0040258095662507425,0.010718741529578803,0.16453011605159162,Z_Scratch,Other_Faults
0,3,0,315,0.13263855821655737,0.010358059643327215,0.03989844422788896,0.4965128501018787,0.01263782097719725,0.019887669566282577,0.28806659726686773,Z_Scratch,Other_Faults
0,3,0,310,0.21285730880353396,0.008868605939186371,0.012530330786240725,0.41727277898530674,0.041867778944119596,0.0025146957054729513,0.30408850083613936,Z_Scratch,Other_Faults
0,3,0,202,0.02919246494044016,0.05195078867304915,0.0406034316035732,0.4526630713582643,0.18727050685754804,0.0,0.23831973656712502,Z_Scratch,Other_Faults
0,3,0,317,0.250362258770324,0.009095832312915199,0.020714288177894363,0.39859327344534584,0.03630730351118425,0.02567358587736467,0.25925345790497134,Z_Scratch,Other_Faults
0,3,0,244,0.2358327447943043,0.01950609860540642,0.0059771103099853,0.4670607299438388,0.12887402932615347,0.0014215686274509803,0.14132771839286046,Z_Scratch,Other_Faults
0,3,0,206,0.048010865502395916,0.014319963001544183,0.38129572113664006,0.3408653131600596,0.049500376073697526,0.0,0.16600776112566265,Z_Scratch,K_Scratch
0,3,0,288,0.1562341046379253,0.010607870515929395,0.013608789691177039,0.4075939332330063,0.21895613160503363,0.001167408231368187,0.19183176208556027,Z_Scratch,Other_Faults
0,3,0,301,0.26571467244730923,0.017340521736503058,0.033598760485151,0.5921875249500677,0.0048435524407391415,0.024395979236895456,0.061918988703334524,Z_Scratch,Other_Faults
0,3,0,798,0.08101324911426172,0.008406604351446132,0.02468265349965088,0.1817168173060842,0.017796399348650627,0.6645705168832734,0.021813759496632973,Stains,Stains
0,3,0,769,0.029828000709168342,0.0023394970015893023,0.028750562637367038,0.11222371306656365,0.012144192531449015,0.8105313142056536,0.00418271984820838,Stains,Stains
0,3,0,771,0.029064678606601387,0.004081921244013545,0.023280467682383635,0.10154829342884182,0.011592704510920745,0.8258341949161843,0.00459773961105423,Stains,Stains
0,3,0,768,0.04230727457813876,0.005798978155110704,0.03461677142091328,0.1541937435770647,0.013660738739906992,0.7374189696752943,0.012003523853571212,Stains,Stains
0,3,0,796,0.19541066691350664,0.020303763745989,0.03707444385240638,0.5607603935141313,0.012970126402042974,0.07020572879022118,0.10327487678170238,Stains,Other_Faults
0,3,0,784,0.03914157726826592,0.005541778536968995,0.01867494499317246,0.08125456063595533,0.010536183096982453,0.8392393774678643,0.0056115780007901985,Stains,Stains
0,3,0,793,0.04823664617764111,0.009714778740015851,0.034720807929551636,0.21106331555521268,0.020052096441345334,0.6567148002336441,0.019497554922589196,Stains,Stains
0,4,0,1048,0.5020535222951118,0.00040449789659817046,0.05907106975272062,0.34074037078961944,0.06747226198783149,0.016691115207400516,0.013567162070717889,Bumps,Bumps
0,4,0,1237,0.3244984142794944,0.012792578421128117,0.037458887737814354,0.4977440659220836,0.004934298679865651,0.009082918829066294,0.11348883613054768,Bumps,Other_Faults
0,4,0,1181,0.14359247726062435,0.04763598788904066,0.0007577682235684971,0.2985035119845782,0.44922863743803954,8.064516129032258e-05,0.06020097204285797,Bumps,Pastry
0,4,0,915,0.5613432405470169,0.0014156621709203396,0.016830247936586065,0.3735559054085488,0.01985189224643878,0.013326700573367083,0.013676351117121932,Bumps,Bumps
0,4,0,1116,0.2615700772841319,0.010493873516091864,0.09269899840475128,0.5706639635728582,0.0005263157894736842,0.005272388096652802,0.05877438333604012,Bumps,Other_Faults
0,4,0,1184,0.536223401134659,0.0025245653376818012,0.012633243713048876,0.3112438161172319,0.04760643408444575,0.0018137246157048136,0.08795481499722754,Bumps,Bumps
0,4,0,1164,0.6031040787987685,0.0008757971273615831,0.05120428940493643,0.29215676620409253,0.014175914739899537,0.00039350263097689313,0.03808965109396448,Bumps,Bumps
0,4,0,1208,0.49004767587947107,0.0006666666666666666,0.010154110863832538,0.35395150900623557,0.0021754871227487858,0.007936049701045207,0.13506850075999996,Bumps,Bumps
0,4,0,1217,0.5016818369544607,0.0,0.02141659379460522,0.35870429828425004,0.0009215686274509805,0.008386187235198083,0.10888951510403498,Bumps,Bumps
0,4,0,882,0.6649427476183792,0.0015678390884023602,0.012284503864096645,0.2721339001600655,0.03436590963748547,0.0016765430916927688,0.013028556539877912,Bumps,Bumps
0,4,0,1215,0.45418695278152854,0.0018727059584444984,0.02112670570569715,0.3803414257560685,0.0027982666420800295,0.020326359158089034,0.11934758399809191,Bumps,Bumps
0,4,0,1185,0.47554602225716686,0.0020162867127048838,0.02969211219733313,0.3437226301128286,0.03274014991297791,0.0014133183237444757,0.11486948048324373,Bumps,Bumps
0,4,0,989,0.4420318369964666,0.018190227662603708,0.006386983154918461,0.3453813377434473,0.09753415609894656,0.022585243111357983,0.06789021523225922,Bumps,Bumps
0,4,0,870,0.4089362076001346,0.002086389047529569,0.12831587298521713,0.370288049934728,0.03374967917360221,0.008529663724755183,0.04809413753403326,Bumps,Bumps
0,4,0,1212,0.4640639978654331,0.0,0.013890602351126087,0.41429114633450864,0.0032135504977487193,0.004758020233744895,0.09978268271743848,Bumps,Bumps
0,4,0,940,0.5492873116813256,0.0029910529325878686,0.02898878655531918,0.28763683691519626,0.05030325663433808,0.0021632803520870124,0.07862947492914553,Bumps,Bumps
0,4,0,941,0.3379203821729911,0.007229598018238992,0.062050263441982924,0.47029584396459434,0.01687380610722129,0.012651929724694484,0.09297817657027703,Bumps,Other_Faults
0,4,0,935,0.1602285076620369,0.020880932179173466,0.004573023540391696,0.45908463698486623,0.19771468648757312,0.004038755678224369,0.15347945746773392,Bumps,Other_Faults
0,4,0,991,0.41559760130531087,0.01537929883379276,0.018392888459299414,0.3080507675396409,0.05651191956014439,0.013653756681342681,0.17241376762046887,Bumps,Bumps
0,4,0,900,0.328093589050316,0.00893404955303562,0.01679530620731,0.3507575605216538,0.08494626633981334,0.08385354657274441,0.1266196817551266,Bumps,Other_Faults
0,4,0,926,0.3364934629872778,0.01068841687317164,0.03725273515421296,0.3172016201465274,0.16832737169710488,0.03189392898052379,0.0981424641611815,Bumps,Bumps
0,4,0,897,0.4456294817727857,0.008295529194585318,0.015629104368440817,0.3920686761032651,0.02562258177373856,0.02306808448063339,0.08968654230655111,Bumps,Bumps
0,4,0,1245,0.660758593592226,0.003818310391293019,0.017694884547246038,0.24903286577444242,0.04710841434428504,0.006876827541862497,0.014710103808644901,Bumps,Bumps
0,4,0,1243,0.60814504159346,0.0013174385554553447,0.04015620481517981,0.31071297658038455,0.012619276952841606,0.003633496870627972,0.023415564632050887,Bumps,Bumps
0,4,0,1221,0.08722881742768279,0.019508651067207963,0.03607397745170173,0.4805738899836839,0.04157989639359479,0.00020833333333333332,0.3348264343427955,Bumps,Other_Faults
0,4,0,1019,0.42566615684994724,0.0005014675935678674,0.08764230341604425,0.3888750754662251,0.04413748429209105,0.007342015695893462,0.045835496686231096,Bumps,Bumps
0,4,0,1264,0.18827879529414865,0.024714388178875283,0.003481532181998493,0.44382222532026466,0.18806135489087702,0.005751314034900372,0.1458903900989355,Bumps,Other_Faults
0,4,0,1190,0.24110067742107325,0.06510737245226932,0.035381203328789745,0.4117975970422376,0.15737458060378032,0.02205631327761754,0.06718225587423182,Bumps,Other_Faults
0,4,0,1095,0.15959458606745247,0.0318445704620435,0.02389353340555765,0.46494021362514976,0.12996880980500566,0.000748663101604278,0.18900962353318657,Bumps,Other_Faults
0,4,0,950,0.19949554493471108,0.01954901849008359,0.012751536434223077,0.36196976741123055,0.058429041952593325,0.012851085043009167,0.33495400573414913,Bumps,Other_Faults
0,4,0,1097,0.24938423396546053,0.005588477779092768,0.03785753071541574,0.47212904927704324,0.019908921096241827,0.0,0.21513178716674614,Bumps,Other_Faults
0,4,0,1172,0.7452348345716853,0.0019056738495729917,0.019944765935056345,0.20567114286653956,0.006444020102871898,0.003742127661222819,0.017057435013050883,Bumps,Bumps
0,4,0,1240,0.4284363777055131,0.009175787168882368,0.024373517677546433,0.369966393425983,0.016115159254642863,0.005600840844986772,0.14633192392244546,Bumps,Bumps
0,4,0,1156,0.13987984741490408,0.02576228991902192,0.09448164134016743,0.5698502716094409,0.01894646187423665,0.0010317460317460316,0.1500477418104832,Bumps,Other_Faults
0,4,0,1155,0.25921307722985715,0.0010007415647015202,0.06535710276037388,0.5011218332893272,0.0003448275862068965,0.0025376527422563233,0.17042476482727653,Bumps,Other_Faults
0,4,0,1249,0.5686847162353036,0.0012498537965060022,0.044319730600181406,0.31273387608439523,0.01959450353771262,0.0023578839213857644,0.05105943582451529,Bumps,Bumps
0,4,0,1022,0.4212192839092721,0.0031386684477952755,0.034857663504282044,0.33218426345984153,0.07458706241665994,0.0004,0.1336130582621488,Bumps,Bumps
0,4,0,1258,0.4826768791774048,0.002816255534471853,0.03728659386442481,0.3446088287932597,0.06561534468634762,0.0016170720487608534,0.0653790258953304,Bumps,Bumps
0,4,0,1091,0.6736961873531413,0.00010146759356786742,0.02815911025811054,0.23721551273105718,0.01014808945267252,0.013344809319497292,0.037334823291953145,Bumps,Bumps
0,4,0,1260,0.3442040226303336,0.006462683150183151,0.017088175970653107,0.3478429422822487,0.045742763907950235,0.00037037037037037035,0.23828904168826098,Bumps,Other_Faults
0,4,0,1885,0.23187976383361636,0.022103944744807008,0.011216334127321008,0.4136043965030958,0.06751339336201079,0.004687327928536369,0.2489948395006124,Other_Faults,Other_Faults
0,4,0,1669,0.3554458864696931,0.01334402426556876,0.024930590709396638,0.41783861706536213,0.024141464713240985,0.00436236797147613,0.15993704880526224,Other_Faults,Other_Faults
0,4,0,1468,0.5741889338500016,0.0033221547280707915,0.023222026439975424,0.3235588054338344,0.026608857381059038,0.021636106808764315,0.027463115358294217,Other_Faults,Bumps
0,4,0,1639,0.26949954078349314,0.012106305549121434,0.035919837991170565,0.45475162550674514,0.006415304834379168,0.02845572832830377,0.1928516570067867,Other_Faults,Other_Faults
0,4,0,1522,0.06794132597817222,0.095618953095693,0.018315484865194076,0.40585935288695923,0.31649181960593764,0.006114551083591332,0.0896585124844525,Other_Faults,Other_Faults
0,4,0,1327,0.07557132841387475,0.036565681914760624,0.0556713489717823,0.6493125312493138,0.06294669018868589,0.002238165060745706,0.117694254200837,Other_Faults,Other_Faults
0,4,0,1621,0.1739045836495327,0.008414224465327072,0.018153158232042606,0.511962552222321,0.11018422757985129,0.001611111111111111,0.17577014273981398,Other_Faults,Other_Faults
0,4,0,1430,0.42032069390861815,0.004034573065353056,0.04421523928390307,0.4071262270744203,0.017309109190430525,0.021090248048864238,0.08590390942841072,Other_Faults,Bumps
0,4,0,1323,0.1742688471473641,0.045338312727180696,0.00048683226297736415,0.3354456408723555,0.37602900926822896,0.0009198060004511618,0.06751155172144178,Other_Faults,Pastry
0,4,0,1818,0.19670357038541264,0.05841443668944076,0.004497001999140034,0.30128185864603,0.3475627727541884,0.002856833179676798,0.08868352634611126,Other_Faults,Pastry
0,4,0,1516,0.03282967261454708,0.048505335909659275,0.04279804589257548,0.49726733994545363,0.16701172935914435,0.0,0.21158787627862008,Other_Faults,Other_Faults
0,4,0,1750,0.17487199607308093,0.008413335966165727,0.01676695988937983,0.38078943495482986,0.005594779443575632,0.016029563867743103,0.3975339298052248,Other_Faults,Z_Scratch
0,4,0,1597,0.030445900072061396,0.10734803458447846,0.0197367840504308,0.4520659685045171,0.1544389769569223,0.0,0.23596433583158963,Other_Faults,Other_Faults
0,4,0,1764,0.21931457372010066,0.0012735042735042734,0.07174224981210787,0.5134127151983742,0.0,0.0005263157894736842,0.19373064120643935,Other_Faults,Other_Faults
0,4,0,1508,0.1232265731666855,0.023775471246072533,0.05241623512735312,0.5251375449495143,0.02168574933627305,0.0016199813258636786,0.25213844484823766,Other_Faults,Other_Faults
0,4,0,1544,0.22041338014411416,0.019245335785186553,0.15177710933781166,0.4879963793458741,0.002686761802445896,0.009077997632534838,0.10880303595203257,Other_Faults,Other_Faults
0,4,0,1403,0.3704351824127171,0.0005354609929078014,0.14820661024544832,0.39804869881499605,0.03389414396306691,0.003152215905191433,0.04572768766567258,Other_Faults,Other_Faults
0,4,0,1330,0.2580679576075525,0.0023289832356548994,0.0458689807259407,0.5597803323324287,0.001771778945691989,0.013843165346928778,0.11833880180580243,Other_Faults,Other_Faults
0,4,0,1836,0.1871356190193479,0.007860566075522836,0.1431577115650552,0.5000375145979856,0.0026031695194714305,0.0023898225957049487,0.15681559662691186,Other_Faults,Other_Faults
0,4,0,1539,0.2956231283655024,0.011889785522592185,0.08991806259623557,0.4814098622594767,0.007991918698232724,0.016067779572318194,0.09709946298564198,Other_Faults,Other_Faults
0,4,0,1835,0.26340667784720423,0.006123116962471019,0.3200537773149601,0.26714689171696976,0.04490508037069567,0.06457581155880741,0.03378864422889156,Other_Faults,K_Scratch
0,4,0,1572,0.18392231011686402,0.02579474171375827,0.019242288598397165,0.33535858608917146,0.41112175550833396,0.004046974075060705,0.020513343898414277,Other_Faults,Pastry
0,4,0,1790,0.15724037212306582,0.05745517935771059,0.05239188309375387,0.5024703683206599,0.02779472207758071,0.09813267812177337,0.10451479690545568,Other_Faults,Other_Faults
0,4,0,1581,0.035447243033195706,0.06126306334536423,0.011996366377989795,0.40258990538559347,0.34978015240120436,0.0,0.13892326945665226,Other_Faults,Other_Faults
0,4,0,1898,0.0858925958768541,0.06449805998805594,0.031119969687652738,0.7287088889166694,0.017062328502724253,0.04567653776718508,0.027041619260858272,Other_Faults,Other_Faults
0,4,0,1780,0.19747693566004831,0.00554920978207258,0.16726779350530585,0.45649062628230735,0.0,0.0009108159392789373,0.17230461883098688,Other_Faults,Other_Faults
0,4,0,1690,0.05361014209068273,0.0086391064153191,0.18018650420935423,0.4639109378251098,0.08174188439540409,0.0,0.2119114250641298,Other_Faults,Other_Faults
0,4,0,1475,0.42647029111789214,0.004123140346717799,0.05384371171508796,0.42202450580607764,0.0020145502645502644,0.0037900325222306646,0.08773376822744343,Other_Faults,Bumps
0,4,0,1823,0.5386839985892192,0.0019558889386475592,0.04451832497716873,0.3331965530130846,0.007577150387975626,0.006955930702700067,0.06711215339120367,Other_Faults,Bumps
0,4,0,1922,0.2202068883839259,0.002797328119908765,0.05531774127446161,0.5251578845373429,0.005144071126829748,0.0008955522238880561,0.19048053433364295,Other_Faults,Other_Faults
0,4,0,1713,0.3923402447111784,0.00821603708237308,0.03003454717846656,0.40019981860229836,0.022474106768133995,0.005787581115441105,0.14094766454210877,Other_Faults,Other_Faults
0,4,0,1552,0.32839142185266773,0.01247357754361766,0.11244954257374908,0.34898275360321557,0.05891599866415296,0.017409471585486926,0.12137723417710972,Other_Faults,Other_Faults
0,4,0,1276,0.002509077333906072,0.0,0.9777411215122055,0.019034795988142516,0.0,0.0,0.0007150051657456286,Other_Faults,K_Scratch
0,4,0,1419,0.5329013734379244,0.0013211752786220872,0.01697547031008899,0.3191699046303786,0.05194759194743773,0.0008709219858156028,0.07681356240973247,Other_Faults,Bumps
0,4,0,1662,0.16524173584309287,0.17931480631994404,0.008634056424394652,0.3271742749071274,0.29265346250499513,0.0011987717597557956,0.025782892240689845,Other_Faults,Other_Faults
0,4,0,1827,0.06645746542558538,0.014898801745040388,0.13677611038830084,0.28899276178718536,0.04006031718739535,0.4233270715761166,0.029487471890376007,Other_Faults,Stains
0,4,0,1469,0.34738689766689007,0.004102709507998539,0.01855787729042938,0.19927385451356794,0.016451009997186277,0.40042834157549834,0.013799309448429428,Other_Faults,Stains
0,4,0,1744,0.2812512098144015,0.0028647759453606526,0.03275223115917124,0.5551248653064131,0.001295588469501513,0.01287099915315155,0.11384033015200036,Other_Faults,Other_Faults
0,4,0,1489,0.1462597393263855,0.010285283484945033,0.016654515436807116,0.5185673514435215,0.06669559608027134,0.0,0.24153751422806952,Other_Faults,Other_Faults
0,4,0,1918,0.32347535089459184,0.01236633752418293,0.07553333059469002,0.4806042762593396,0.008034313725490197,0.0029535966879420394,0.09703279431376308,Other_Faults,Other_Faults
0,4,0,1900,0.11911118194299217,0.06467196829884772,0.032351071332800956,0.5692227501461045,0.02683605956943065,0.1286610758234848,0.05914589288633915,Other_Faults,Other_Faults
0,4,0,1670,0.17621919344108722,0.01635679263894471,0.08858416724882855,0.6282496549693802,0.007098501360645056,0.011265648318285875,0.0722260420228284,Other_Faults,Other_Faults
0,4,0,1579,0.03431524637488326,0.06433532733868084,0.011996366377989795,0.41008224735161974,0.3353809599756962,0.0,0.14388985258113013,Other_Faults,Other_Faults
0,4,0,1269,0.0671619439329044,0.1775735287378969,0.006675339682888959,0.3088458730522994,0.37790416843545693,0.0014285714285714286,0.060410574729981986,Other_Faults,Pastry
0,4,0,1525,0.07091281232569725,0.03754123627623541,0.028941824591437938,0.38648944546307545,0.34245963469432533,0.0006751918158567775,0.13297985483337194,Other_Faults,Other_Faults
0,4,0,1358,0.06311748445793726,0.04901979495370112,0.13235858261997158,0.6810568668973893,0.007362736544968774,0.02871497771720613,0.03836955680882555,Other_Faults,Other_Faults
0,4,0,1433,0.630575851597765,0.00010146759356786742,0.022033081380241647,0.3114611078685756,0.009937751016988206,0.007701655880831684,0.018189084662029936,Other_Faults,Bumps
0,4,0,1560,0.1517131739708102,0.002727569544207914,0.0474432198264286,0.15740903370386777,0.027465502883656682,0.605998959293919,0.007242540777109706,Other_Faults,Stains
0,4,0,1847,0.16223420797673818,0.03977698635915065,0.016412558769036426,0.4897555016870968,0.23451342766383704,0.0025889400921658983,0.05471837745197487,Other_Faults,Other_Faults
0,4,0,1723,0.2070081789576239,0.005978444868320909,0.03590549528751929,0.49405325166459513,0.015924314949078137,0.004704166678308554,0.2364261475945538,Other_Faults,Other_Faults
0,4,0,1926,0.2570300339254707,0.03394680216603581,0.032472930346332744,0.4711866165855788,0.04639269269738302,0.023704077573350246,0.13526684670584851,Other_Faults,Other_Faults
0,4,0,1933,0.188839178943308,0.005828123375385039,0.07721094899956599,0.6705713810423098,0.002422582133001691,0.0075074352556130045,0.04762035025081624,Other_Faults,Other_Faults
0,4,0,1426,0.6216758992953375,0.0019300602918316076,0.02319718917907747,0.25817248269039966,0.02019661697144634,0.009018986186308895,0.06580876538559823,Other_Faults,Bumps
0,4,0,1875,0.05695504719350517,0.04159990197159774,0.01719220845194814,0.8218854937195303,0.004934738151842123,0.045317340366177586,0.012115270145398462,Other_Faults,Other_Faults
0,4,0,1568,0.34009334904089733,0.008291490847199892,0.008022894205786448,0.44535446090291586,0.024653002611448215,0.007660290061106772,0.16592451233064537,Other_Faults,Other_Faults
0,4,0,1631,0.5502599180903718,0.003948772063056601,0.019625471771075247,0.3472978369108173,0.038946345028670934,0.008035183561574831,0.03188647257443324,Other_Faults,Bumps
0,4,0,1488,0.1942063197097516,0.003066585581033561,0.015345340959011158,0.5070476330590599,0.012833314965207825,0.002101449275362319,0.2653993564505738,Other_Faults,Other_Faults
0,4,0,1548,0.3219256922842508,0.02684310075277878,0.024631706754413188,0.30740064682118623,0.04610179499007207,0.015580843456191968,0.2575162149411067,Other_Faults,Bumps
0,4,0,1894,0.22196851941280052,0.003134428967090257,0.032626304996286055,0.5786952664395925,0.0006458333333333332,0.007866415267195236,0.15506323158370236,Other_Faults,Other_Faults
0,4,0,1474,0.5744868669622801,0.0009272934193936932,0.02845137363681628,0.29882648715060467,0.012005620643624586,0.0030135460376487684,0.08228881214963168,Other_Faults,Bumps
0,4,0,1672,0.45693077630570217,0.006257595167099036,0.018033428008791638,0.37428155111452044,0.018968379829632682,0.006034032205597486,0.11949423736865661,Other_Faults,Bumps
0,4,0,1289,0.010597528623927486,0.028789222488045857,0.07708856434286383,0.47329954084754106,0.17257530836007176,0.0,0.23764983533754966,Other_Faults,Other_Faults
0,4,0,1655,0.18107018932133465,0.2405010843810108,0.013028148557692448,0.28257421981545205,0.21926610742610061,0.015992242693194502,0.047568007805214536,Other_Faults,Other_Faults
0,4,0,1909,0.22072724152234371,0.0036644643504774423,0.05401467668779543,0.5672170685734033,0.0035789565929493943,0.004492458521870287,0.14630513375116064,Other_Faults,Other_Faults
0,4,0,1693,0.038752041134188196,0.1537296649166329,0.016365111508025346,0.38832939687376644,0.25537431795535886,0.0,0.14744946761202798,Other_Faults,Other_Faults
0,4,0,1482,0.1498906251903199,0.03676022609330832,0.002778845937839627,0.41368274196710175,0.27863544558383757,0.001509216589861751,0.11674289863773116,Other_Faults,Other_Faults
0,4,0,1493,0.23276036170979095,0.009145645951060342,0.039075563332031334,0.47682239665330384,0.02249685590491898,0.004914912201439716,0.21478426424745478,Other_Faults,Other_Faults
0,4,0,1728,0.21951839091259998,0.004777053949634594,0.04853098606242111,0.4942882288873973,0.01173463048260346,0.007018298714447508,0.21413241099089578,Other_Faults,Other_Faults
0,4,0,851,0.02142981523211132,0.3501263854724811,0.012744547419643544,0.27017966807406146,0.23903607816839745,0.0,0.10648350563330505,Dirtiness,Dirtiness
0,4,0,811,0.1268016644112569,0.016339418906826796,0.014426876877467784,0.41584362387668294,0.21260705684734352,0.001213923647509985,0.2127674354329121,Dirtiness,Other_Faults
0,4,0,843,0.02599313785245734,0.47934003038545986,0.0033343881093107096,0.17018696650909795,0.2589015318713519,0.0002777777777777778,0.061966167494544366,Dirtiness,Dirtiness
0,4,0,845,0.017474545535670856,0.5356026586331207,0.004853499390186697,0.19175390815841545,0.18962186066211562,0.0002777777777777778,0.06041574984271282,Dirtiness,Dirtiness
0,4,0,844,0.04098337559462286,0.2819959467894247,0.06499271841116713,0.30395257307281326,0.18780652918581353,0.0,0.12026885694615855,Dirtiness,Other_Faults
0,4,0,713,0.022922594256857404,0.002592002248928245,0.8271588522805444,0.12077085188469258,0.0034211115156348414,0.0010025062656641604,0.02213208154767787,K_Scratch,K_Scratch
0,4,0,521,0.004426661326567463,0.0,0.9715387247229842,0.020236275451369284,0.00041666666666666664,0.0,0.003381671832412295,K_Scratch,K_Scratch
0,4,0,687,0.004008128567302657,0.0,0.9604398281935196,0.033203641488991395,0.0,0.0,0.002348401750185856,K_Scratch,K_Scratch
0,4,0,511,0.009601314840317399,0.0,0.9684599659702358,0.018581871149734048,0.0,0.0,0.00335684803971249,K_Scratch,K_Scratch
0,4,0,372,0.16742028936020528,0.002430557684251397,0.5333941423172393,0.2255650894395243,0.03669398224339694,0.010016560564965986,0.02447937839041698,K_Scratch,K_Scratch
0,4,0,487,0.0024493756030840434,0.0,0.9664423670000052,0.019322629743279023,0.0,0.0,0.011785627653631425,K_Scratch,K_Scratch
0,4,0,604,0.00027997516672340935,0.0,0.9909782237014508,0.008615031260197706,0.0,0.0,0.0001267698716279815,K_Scratch,K_Scratch
0,4,0,432,0.006463050879762416,0.0,0.974610607911477,0.008689301677246346,0.001176470588235294,0.0,0.009060568943278596,K_Scratch,K_Scratch
0,4,0,478,0.0009394952873213744,0.0,0.9874447062843881,0.009091220457690164,0.0,0.0,0.002524577970600315,K_Scratch,K_Scratch
0,4,0,524,0.08535115921268382,0.0036742120011422855,0.6746320961006705,0.17584185036391198,0.0031105990783410137,0.0,0.05739008324325009,K_Scratch,K_Scratch
0,4,0,672,0.0013326067456707778,0.0,0.9857585507061053,0.012782072676595676,0.0,0.0,0.0001267698716279815,K_Scratch,K_Scratch
0,4,0,399,0.011797582246801523,0.0,0.9506179931603779,0.027800734604206734,0.000588235294117647,0.0,0.009195454694495614,K_Scratch,K_Scratch
0,4,0,361,0.1548558478941267,0.0030439836101773233,0.5409417413685361,0.2342155722409171,0.035851637485219655,0.009936256408574875,0.02115496099244812,K_Scratch,K_Scratch
0,4,0,444,0.006480696896170042,0.0,0.9779136733223952,0.015538740149327504,0.0,0.0,6.688963210702341e-05,K_Scratch,K_Scratch
0,4,0,452,0.10102788114590654,0.03835599247151756,0.20781497101482238,0.41751132273279573,0.04467978271314716,0.000588235294117647,0.19002181462769283,K_Scratch,Other_Faults
0,4,0,620,0.00027997516672340935,0.0,0.9927243204397677,0.006468934521880856,0.0,0.0,0.0005267698716279816,K_Scratch,K_Scratch
0,4,0,390,0.4605570553280062,0.0022609625668449196,0.04425063126174593,0.3177726711117129,0.07113809611686198,0.0007575757575757576,0.1032630078572524,K_Scratch,Bumps
0,4,0,378,0.18987159008835938,0.003838295047744339,0.46091936619477253,0.2680741997453902,0.03625044400662418,0.011193143841954942,0.029852961075154515,K_Scratch,K_Scratch
0,4,0,714,0.01580121835285887,0.0006451612903225806,0.9137898672361731,0.05872226745530658,0.0,0.0,0.011041485665338581,K_Scratch,K_Scratch
0,4,0,407,0.025770380007749873,0.0,0.8806138684498999,0.08078468848301762,0.0,0.0,0.012831063059332517,K_Scratch,K_Scratch
0,4,0,479,0.007155257956025218,0.0,0.9493835434705935,0.02873439444916136,0.0,0.0,0.014726804124219658,K_Scratch,K_Scratch
0,4,0,365,0.3592329169537748,0.0036515867535568884,0.1915286359289686,0.38631902547642644,0.025442965106093188,0.010803112047390507,0.023021757733789724,K_Scratch,Other_Faults
0,4,0,678,0.00027997516672340935,0.0,0.9853376067390072,0.013855648222641294,0.0,0.0,0.0005267698716279816,K_Scratch,K_Scratch
0,4,0,656,0.004767419267170606,0.000588235294117647,0.9486159180933887,0.04151365985040294,0.002352941176470588,0.0,0.002161826318449134,K_Scratch,K_Scratch
0,4,0,492,0.002837891009246508,0.0,0.9834815452624032,0.0076265739930437,0.0,0.0,0.006053989735306198,K_Scratch,K_Scratch
0,4,0,596,0.00027997516672340935,0.0,0.9942865984503871,0.005306656511261403,0.0,0.0,0.0001267698716279815,K_Scratch,K_Scratch
0,4,0,627,0.00992030304165854,0.0004761904761904762,0.914879925408612,0.061379069063809286,0.0041025641025641026,0.0,0.009241947907165298,K_Scratch,K_Scratch
0,4,0,475,0.009905064787747286,0.0,0.964030416518693,0.023438520844663073,0.0,0.0,0.0026259978488964615,K_Scratch,K_Scratch
0,4,0,494,0.002360222163930604,0.0003333333333333333,0.9696280594236234,0.013690299483239778,0.0038431372549019606,0.0,0.010144948340970688,K_Scratch,K_Scratch
0,4,0,659,0.00027997516672340935,0.0,0.9979272616162382,0.0016659933454102665,0.0,0.0,0.0001267698716279815,K_Scratch,K_Scratch
0,4,0,691,0.00027997516672340935,0.0,0.9871173184216598,0.012475936539988434,0.0,0.0,0.0001267698716279815,K_Scratch,K_Scratch
0,4,0,472,0.00010033444816053512,0.0,0.9903921976002618,0.007571125275094982,0.001176470588235294,0.0,0.0007598720882473743,K_Scratch,K_Scratch
0,4,0,412,0.004990828657540194,0.0,0.9752638648397248,0.017302229819517748,0.0,0.0,0.0024430766832166753,K_Scratch,K_Scratch
0,4,0,584,0.00027997516672340935,0.0,0.9932980838435729,0.004961837784742335,0.0,0.0,0.0014601032049613148,K_Scratch,K_Scratch
0,4,0,641,0.02736210442945831,0.0037460786361328156,0.7798011773800617,0.14155048222550962,0.008793792133091,0.0004761904761904762,0.03827017471955587,K_Scratch,K_Scratch
0,4,0,628,0.00027997516672340935,0.0,0.9903899884073332,0.009203266554315352,0.0,0.0,0.0001267698716279815,K_Scratch,K_Scratch
0,4,0,608,0.00027997516672340935,0.0,0.989828415272332,0.008431506355983148,0.0,0.0,0.0014601032049613148,K_Scratch,K_Scratch
0,4,0,424,0.0016471754067661998,0.0,0.9937127812483938,0.003899753039331989,0.0,0.0,0.0007402903055076967,K_Scratch,K_Scratch
0,4,0,613,0.00027997516672340935,0.0,0.9846595941103952,0.014933660851253144,0.0,0.0,0.0001267698716279815,K_Scratch,K_Scratch
0,4,0,48,0.4629802325559651,0.000814669702264344,0.014640510385183438,0.38853490267986324,0.032656799022200075,0.009085149359592726,0.09128773629493095,Pastry,Bumps
0,4,0,75,0.30921550255789015,0.003182042738435334,0.013802348396665191,0.2609413405579447,0.020733872325186933,0.3751716675544653,0.01695322586941241,Pastry,Stains
0,4,0,113,0.15023532209155163,0.05429039050220074,0.00048683226297736415,0.30525795371652553,0.4316991341756022,8.064516129032258e-05,0.05794972208985158,Pastry,Pastry
0,4,0,157,0.16705910516397446,0.03886652751282837,0.0385589987251236,0.4556900297117008,0.24992500629489117,0.00786211347984304,0.04203821911163831,Pastry,Other_Faults
0,4,0,34,0.16200001132447933,0.010022042329904342,0.03720171532546027,0.33709030018745056,0.3069950831457233,0.0,0.14669084768698218,Pastry,Other_Faults
0,4,0,133,0.14835825611518633,0.014015007773943464,0.018612975078736396,0.40458493355266834,0.29464546037465394,0.0016356309162760775,0.1181477361885357,Pastry,Other_Faults
0,4,0,0,0.09620766622492248,0.06480583770561998,0.0016310160427807485,0.2705169363132556,0.5341382405133625,8.064516129032258e-05,0.032619658038768075,Pastry,Pastry
0,4,0,76,0.18914861900096086,0.07660885946440314,0.008888321167852202,0.3135131817407486,0.3752042068435633,8.064516129032258e-05,0.036556166621181406,Pastry,Pastry
0,4,0,136,0.18173113962676915,0.23541306243020557,0.0059995091589184635,0.28376298876665185,0.21415070246149098,0.010562843303705183,0.06837975425225845,Pastry,Other_Faults
0,4,0,82,0.405677821459072,0.004362993695369715,0.02601687283520783,0.35203358739821206,0.05905663263300873,0.04753832324475603,0.10531376873437366,Pastry,Bumps
0,4,0,22,0.1678946128749243,0.040096404017543594,0.05884204764342321,0.5034711496961914,0.163368174204433,0.01145919598491538,0.05486841557856907,Pastry,Other_Faults
0,4,0,155,0.12122161581630934,0.10021784839750808,0.014847500765349271,0.49259292013848516,0.20385208801433857,0.004278995985878028,0.06298903088213137,Pastry,Other_Faults
0,4,0,38,0.08968267389968604,0.07617368197042171,0.006873373691469814,0.37791239713736596,0.2859939937544137,0.000588235294117647,0.1627756442525251,Pastry,Other_Faults
0,4,0,140,0.021099844351947106,0.10381770717678876,0.017128672075388377,0.3780335901980774,0.31312096555337804,0.0,0.1667992206444202,Pastry,Other_Faults
0,4,0,120,0.02328682121194608,0.20519437088097042,0.0072297813664456215,0.25404466678679866,0.395399659497969,0.0,0.11484470025587014,Pastry,Pastry
0,4,0,28,0.0441532686859252,0.09019411252287846,0.04123874443956222,0.32346348474150993,0.32011921270235194,0.0,0.18083117690777206,Pastry,Other_Faults
0,4,0,211,0.09996310010838913,0.023115537219616292,0.0531993820298938,0.4294449420638694,0.08469551940769487,0.0008012820512820513,0.3087802371192545,Z_Scratch,Other_Faults
0,4,0,235,0.11440476185923687,0.09355960037667015,0.012562282472626602,0.4834798129727735,0.1268500961893596,0.005407818041015873,0.16373562808831704,Z_Scratch,Other_Faults
0,4,0,304,0.22664029851321066,0.00907174626324765,0.0543228672525501,0.38538429344620634,0.007104566058948464,0.005231956745857326,0.31224427171997926,Z_Scratch,Other_Faults
0,4,0,268,0.20935457611844874,0.02517010600512079,0.007982995683653578,0.37582979293148966,0.03610757505441445,0.007219448800253754,0.33833550540661883,Z_Scratch,Other_Faults
0,4,0,313,0.36481247453059934,0.0002631578947368421,0.019873229285813428,0.38256841303895356,0.07084317884937426,0.005341720635635846,0.15629782576488657,Z_Scratch,Other_Faults
0,4,0,161,0.07143397494467185,0.06693933021546009,0.009818900265513417,0.2228067280025541,0.5377657878012821,0.0,0.09123527877051826,Z_Scratch,Pastry
0,4,0,239,0.26449656084857176,0.0051722158760121,0.07368640359468151,0.5308971665107596,0.009582521411422936,0.0019139928698752228,0.11425113888867681,Z_Scratch,Other_Faults
0,4,0,230,0.29613745345295966,0.023750728788655088,0.009035572609169134,0.32861805260018,0.03184459392483491,0.022298017459792298,0.28831558116440864,Z_Scratch,Other_Faults
0,4,0,252,0.0608999856476352,0.04990125392609038,0.025763981362887833,0.47779777637682924,0.042432366493175916,0.0,0.34320463619338143,Z_Scratch,Other_Faults
0,4,0,332,0.19188518391623002,0.01932043107664722,0.21276029454085804,0.4637641516012965,0.005841684729482766,0.0017086056644880173,0.10471964847099711,Z_Scratch,Other_Faults
0,4,0,257,0.16375827883039476,0.02699805995192315,0.01990132433925868,0.342126539946005,0.2694002934093527,0.0004652605459057072,0.17735024297715984,Z_Scratch,Other_Faults
0,4,0,316,0.20372485097237308,0.009624733215419583,0.06916629844210007,0.4530586349686019,0.008567088108105999,0.0,0.2558583942933994,Z_Scratch,Other_Faults
0,4,0,306,0.12518419264800515,0.029111433573718207,0.005502429494389299,0.48777777761561625,0.1585224679441169,0.0035387556782243697,0.19036294304592993,Z_Scratch,Other_Faults
0,4,0,302,0.4506256885367336,0.006073111928370098,0.032919133748206035,0.2958518498859647,0.0217903370624899,0.012826407049821114,0.17991347178841455,Z_Scratch,Bumps
0,4,0,200,0.15648341971879,0.0936256809884557,0.0047066427544101815,0.29572586736453343,0.2863988492615074,0.0022478278238290223,0.1608117120884741,Z_Scratch,Other_Faults
0,4,0,273,0.1833908159375056,0.004128298725883025,0.09668538749577378,0.6082463679331311,0.004428014806600756,0.009990663787509138,0.09313045131359651,Z_Scratch,Other_Faults
0,4,0,183,0.06788383929412488,0.04090218673571578,0.03600532804314029,0.4755385906764,0.043485664861890386,0.00041666666666666664,0.3357677237220619,Z_Scratch,Other_Faults
0,4,0,267,0.21021738707155285,0.018702370193478635,0.054691661778831044,0.4404667042499849,0.00446926406926407,0.018318004721527878,0.25313460791536085,Z_Scratch,Other_Faults
0,4,0,266,0.27947634149597955,0.004476280189257581,0.013246247507073079,0.473010668158683,0.015770429762360778,0.001504901960784314,0.21251513092586166,Z_Scratch,Other_Faults
0,4,0,750,0.0376608997061742,0.01759965300126156,0.04330384585811378,0.2557635492327444,0.00951559635978804,0.6065211023213191,0.02963535352059884,Stains,Stains
0,4,0,803,0.049504778550284484,0.0075379637791574226,0.02855112382805323,0.10793244110727276,0.01179959254587923,0.7790399892764929,0.015634110912860082,Stains,Stains
0,4,0,781,0.07057379758165128,0.006624038734717266,0.010134246876777084,0.10290715032416835,0.010086586578613152,0.7847715798017909,0.01490260010228167,Stains,Stains
0,4,0,757,0.02372149483530926,0.002791762013729977,0.04893666161245455,0.06755349745549949,0.009136821166300236,0.8474249803080108,0.00043478260869565214,Stains,Stains
0,4,0,748,0.06323288046427339,0.00898863206609875,0.03190725006189222,0.09543354182820933,0.005877778525597882,0.7784205767194657,0.016139340334462283,Stains,Stains
0,4,0,744,0.0368575506086865,0.005572425208327846,0.030633697440961397,0.1528437687449462,0.01905449771763994,0.7412908529705057,0.013747207308932028,Stains,Stains
0,4,0,802,0.034742581931576734,0.0013043478260869564,0.04894968287036159,0.07298509533410788,0.014635820689831996,0.8248160960602219,0.0025663752878130287,Stains,Stains
0,5,0,1241,0.35945586777288113,0.0050829336702536065,0.05653551801900807,0.44466604079969535,0.028275990648675177,0.0031331256747356277,0.1028505234147509,Bumps,Other_Faults
0,5,0,1119,0.4746222067900577,0.004994619179345403,0.01010179781021717,0.3535739679759529,0.10216631121354053,0.0018592283721356935,0.05268186865875033,Bumps,Bumps
0,5,0,1248,0.5865966307759034,0.0022874439620895397,0.04135505887647553,0.3116278583840311,0.011932276867201125,0.006725251225458318,0.03947547990884085,Bumps,Bumps
0,5,0,1174,0.6841544532079031,0.0005590681712137489,0.04274771873455955,0.22993549303206606,0.018524940866727634,0.004502735879420291,0.019575590108109445,Bumps,Bumps
0,5,0,956,0.35937818644412756,0.006423748493236379,0.01657612169283722,0.38112558628790355,0.15675445562764237,0.0014548501416705064,0.07828705131258247,Bumps,Other_Faults
0,5,0,919,0.37852264264999386,0.02110287568047721,0.01033077154029799,0.38217656488374524,0.044932333735061676,0.002808878202240931,0.16012593330818276,Bumps,Other_Faults
0,5,0,1150,0.20208934303359247,0.0032293173504920575,0.03641927307602811,0.6271744275341433,0.004151794985359613,0.011910282052167678,0.1150255619682167,Bumps,Other_Faults
0,5,0,1139,0.5685888554155126,0.001228604278339526,0.015601554758327623,0.30938837332753566,0.06834321283453437,0.004636910964284224,0.0322124884214659,Bumps,Bumps
0,5,0,1133,0.49453554469030353,0.0022698920695376473,0.06688089547644861,0.3500152052213126,0.03889056104036322,0.0007053822182895395,0.046702519283744776,Bumps,Bumps
0,5,0,1141,0.28163569475636924,0.001626788908765653,0.021152037391009876,0.5065279015009003,0.009079519158090497,0.00489392668099762,0.17508413160386688,Bumps,Other_Faults
0,5,0,923,0.4702789334115417,0.006258735470597281,0.030579556248887477,0.3402989200742048,0.054349300506580614,0.005109786592902415,0.09312476769528549,Bumps,Bumps
0,5,0,1024,0.2571001152770816,0.03796845028363686,0.017830031952339495,0.3570314223220353,0.2386650262169198,0.010533832245444267,0.08087112170254265,Bumps,Other_Faults
0,5,0,933,0.6969681745896213,0.0005590681712137489,0.01610550654115778,0.2423420937373944,0.020925479361921795,0.007474385415226772,0.015625292183464163,Bumps,Bumps
0,5,0,1124,0.4755532555545202,0.003950064627299992,0.06061307169984171,0.35586725253812523,0.03502650193345806,0.0038843320422267793,0.06510552160452768,Bumps,Bumps
0,5,0,1114,0.23544460324359975,0.02767449209756456,0.06933244049559759,0.4353038019586177,0.0069371345371111535,0.015756384016096883,0.20955114365141228,Bumps,Other_Faults
0,5,0,1088,0.14175379690289827,0.09184448237058222,0.017894769598563894,0.3377411912983936,0.3565582780661625,0.003961662747623414,0.05024581901577572,Bumps,Pastry
0,5,0,1144,0.4786661377890116,0.002644337238190133,0.015569214932366272,0.37298222572754397,0.059305202554817395,0.0023323589672662255,0.06850052279080412,Bumps,Bumps
0,5,0,1027,0.49761602372466185,0.006437643545646484,0.012307573563494966,0.36466345543740125,0.028142333096481592,0.02522097687801104,0.06561199375430266,Bumps,Bumps
0,5,0,1160,0.22259562078577327,0.001643097643097643,0.06870363677169566,0.5410466685911071,0.004961969929711865,0.00030303030303030303,0.16074597597558418,Bumps,Other_Faults
0,5,0,875,0.10504489421627904,0.023677185618484534,0.02788534587032288,0.31656030324839746,0.44424467811017815,0.0009469151951166341,0.08164067774122094,Bumps,Pastry
0,5,0,868,0.32324778159865164,0.02687320395551924,0.02997157926476522,0.3719154662778553,0.12596596079155517,0.03460066843739426,0.08742533967425892,Bumps,Other_Faults
0,5,0,1047,0.4935379892050335,0.012545557119908629,0.015605076007710548,0.3200140231665759,0.027038899007552374,0.004073442369949115,0.12718501312326985,Bumps,Bumps
0,5,0,1073,0.5409310999269009,0.002860818417829207,0.03253195802117009,0.3150903564342761,0.05887034036747007,0.010407782005038361,0.039307644827315275,Bumps,Bumps
0,5,0,1021,0.1518180164834504,0.07589328655994634,0.005883403580997561,0.3471828514563422,0.2007800679105663,0.0014614973262032085,0.2169808766824937,Bumps,Other_Faults
0,5,0,1186,0.5005107326058633,0.003701701352390573,0.0634247525829999,0.30649693919517573,0.05770680978066288,0.0011815726944800157,0.06697749178842771,Bumps,Bumps
0,5,0,927,0.33622994923332056,0.00551331989037957,0.08600591434864709,0.35145447777896066,0.04706768117248077,0.0004761904761904762,0.1732524671000208,Bumps,Other_Faults
0,5,0,1163,0.5465950111991564,0.008299319384410786,0.03587330941992252,0.30376677379620065,0.017838447815527802,0.009246905187778038,0.07838023319700395,Bumps,Bumps
0,5,0,1025,0.568715208360165,0.00340414115975876,0.009466369811938423,0.3477037106120518,0.032771956445240426,0.01297925801885226,0.024959355591992926,Bumps,Bumps
0,5,0,1175,0.6929129580943385,0.0005590681712137489,0.018729209645876974,0.25053156510053365,0.014729146496805488,0.005227895060912223,0.017310157430319283,Bumps,Bumps
0,5,0,899,0.4061554775166269,0.0076346614593193075,0.009835684179780087,0.3908864920976138,0.032920019454097435,0.05159904567961391,0.1009686196129487,Bumps,Bumps
0,5,0,1125,0.1788441407668777,0.004504634354688372,0.04200795993602537,0.6357613506119663,0.008769886900727754,0.009470185726076129,0.12064184170363827,Bumps,Other_Faults
0,5,0,1101,0.32232983981221897,0.0022600193923723337,0.030928080208754406,0.38387310371580696,0.12757098473057246,0.007508755890070181,0.1255292162502043,Bumps,Other_Faults
0,5,0,881,0.5844286322468895,0.0011651287772743548,0.03671267838331496,0.2964840011865637,0.042499531269223526,0.0030666775027846645,0.03564335063394932,Bumps,Bumps
0,5,0,1099,0.29101477570440637,0.0040010007192669735,0.035452448538226065,0.5207433776466954,0.0026531703590527123,0.006776700871700372,0.1393585261606519,Bumps,Other_Faults
0,5,0,1183,0.41566141981759186,0.005517432279951139,0.08510405983825717,0.37188484829408575,0.05017038501856548,0.0007053822182895395,0.070956472533259,Bumps,Bumps
0,5,0,1222,0.3082531256873789,0.002233479020979021,0.04711904060063816,0.5518158465133313,0.002391758241758242,0.00943165222962975,0.07875509770628447,Bumps,Other_Faults
0,5,0,1038,0.3080281233927943,0.01949991785857313,0.04497832261808041,0.4182665788961021,0.01962676140975879,0.020031350707516424,0.16956894511717482,Bumps,Other_Faults
0,5,0,911,0.15097001399018442,0.06995026119918767,0.008194748179951654,0.43970992259353964,0.1958969427368113,0.00453631768172357,0.1307417936186015,Bumps,Other_Faults
0,5,0,1251,0.46235435444364514,0.0007376168031092367,0.06984952489812742,0.4131797727481545,0.01728984378959683,0.0040937278790002555,0.03249515943836701,Bumps,Bumps
0,5,0,1238,0.5070710981763719,0.010093399963942769,0.06530871827079965,0.30893174636042975,0.04385662849844927,0.012118352112528546,0.05262005661747831,Bumps,Bumps
0,5,0,1567,0.05307721791566572,0.07695048475344916,0.015896132195638554,0.3397291900283292,0.3957999319830707,0.0005614973262032085,0.11798554579764348,Other_Faults,Pastry
0,5,0,1648,0.2890680096806464,0.009992246483803827,0.021134631783506858,0.20589341466235422,0.08349850650820616,0.3738342744942604,0.01657891638722221,Other_Faults,Stains
0,5,0,1300,0.1266735574852602,0.083842563765297,0.0028252007721005813,0.3459492723591243,0.38091933528432165,0.0005614973262032085,0.05922857300769304,Other_Faults,Pastry
0,5,0,1840,0.14794322066614876,0.009869689259831543,0.15882693123543537,0.4958252644874764,0.013675942375181726,0.0006666666666666666,0.17319228530925934,Other_Faults,Other_Faults
0,5,0,1687,0.11014667584906761,0.0298361984405014,0.059173166142409056,0.4979091972222306,0.00691751195427666,0.03673091225656213,0.2592863381349526,Other_Faults,Other_Faults
0,5,0,1441,0.49027804976749323,0.005314535659380705,0.034259653230229586,0.3331662988532068,0.09976793628712893,0.015055816362321945,0.02215770984023873,Other_Faults,Bumps
0,5,0,1502,0.13307233299520746,0.0072168603852602155,0.09691894347263277,0.4117112385790137,0.01919421602921678,0.0,0.3318864085386691,Other_Faults,Other_Faults
0,5,0,1861,0.26382726935236095,0.00638047140504446,0.02825083265552801,0.41079345570966835,0.06940750347237803,0.0017060612449606757,0.2196344061600593,Other_Faults,Other_Faults
0,5,0,1306,0.1251605203989556,0.11663184641989205,0.002554036082137226,0.36048545239770674,0.346853796378131,0.0012586127108185933,0.04705573561235883,Other_Faults,Other_Faults
0,5,0,1622,0.14911992343854855,0.0589775501152419,0.04065209497509187,0.6229056013362585,0.009361776427408562,0.013819665599596518,0.10516338810785415,Other_Faults,Other_Faults
0,5,0,1404,0.4005346837500251,0.00425735703576783,0.10052973297594094,0.4238970484637229,0.013320866848167306,0.008097509115204213,0.04936280181117172,Other_Faults,Other_Faults
0,5,0,1826,0.12111189338121671,0.022032907288237324,0.04220364156516378,0.5063864934939624,0.04915026997870796,0.1531243613708362,0.10599043292187567,Other_Faults,Other_Faults
0,5,0,1911,0.23343063435642658,0.014025165859999016,0.11509338090508157,0.4819706958756377,0.0055775582083631625,0.007460836116356174,0.14244172867813593,Other_Faults,Other_Faults
0,5,0,1527,0.2022866726684616,0.006801203417217935,0.03671371635421038,0.47832937473047193,0.1593748121511554,0.0094796995254132,0.10701452115306949,Other_Faults,Other_Faults
0,5,0,1829,0.15564210757041164,0.005920514014573492,0.12372279134952806,0.5191834849446364,0.02957476283966385,0.006404382277301834,0.1595519570038847,Other_Faults,Other_Faults
0,5,0,1378,0.20108412492011227,0.015210188709434757,0.12146212033215031,0.5253719240844485,0.004857218653745023,0.009275682371779679,0.1227387409283292,Other_Faults,Other_Faults
0,5,0,1808,0.257380245439881,0.013321693191857378,0.06616442594733062,0.47624537196635086,0.042547773086376084,0.004006622576068503,0.14033386779213558,Other_Faults,Other_Faults
0,5,0,1436,0.5337262089604802,0.0052464751659085564,0.023402596398414084,0.31253345553963924,0.07195338888883357,0.01019207871014616,0.042945796336578204,Other_Faults,Bumps
0,5,0,1709,0.06483894671642687,0.02790922794008034,0.1293105994061602,0.5106452037228781,0.06643678114258683,0.0,0.20085924107186753,Other_Faults,Other_Faults
0,5,0,1917,0.15378382854777392,0.014808128669999376,0.04524371521819136,0.5221428168140473,0.007090205889118933,0.019573736751674564,0.23735756810919445,Other_Faults,Other_Faults
0,5,0,1341,0.42924889072767264,0.011589094825410302,0.04889272108385026,0.2953993939668613,0.16230029390629025,0.01189522449735745,0.040674380992557546,Other_Faults,Bumps
0,5,0,1580,0.016993988322695427,0.09403382480063377,0.0219654303113373,0.5308793414371706,0.167310237488023,0.0,0.16881717764013968,Other_Faults,Other_Faults
0,5,0,1422,0.39310882167239924,0.011835198371281799,0.04175354525454984,0.38207332148799716,0.024410963289638484,0.014505263170937905,0.13231288675319552,Other_Faults,Bumps
0,5,0,1905,0.06946739535333879,0.002873307805080279,0.016988395552236718,0.11437503583367258,0.0204361572708489,0.7633080943427647,0.012551613842057774,Other_Faults,Stains
0,5,0,1303,0.15753781295137864,0.008774210041476518,0.021520140900215798,0.5758458290283406,0.16797645838010197,0.0005614973262032085,0.0677840513722832,Other_Faults,Other_Faults
0,5,0,1578,0.03682418125298236,0.17150213432040695,0.004566387469734026,0.3434963820180706,0.3635443122013694,0.0005614973262032085,0.07950510541123341,Other_Faults,Pastry
0,5,0,1664,0.5779317502661193,0.000489138101283679,0.02796174584136692,0.2617604828642552,0.06331093481927334,0.001408845421752743,0.06713710268594894,Other_Faults,Bumps
0,5,0,1310,0.09227033939151369,0.14029441275787197,0.005015833113681248,0.4277837196433638,0.18015948228258188,0.015348400628573042,0.13912781218241432,Other_Faults,Other_Faults
0,5,0,1688,0.09506081724170774,0.03919893357434215,0.06915339358293329,0.30032092235019137,0.23364405939976596,0.0,0.26262187385105934,Other_Faults,Other_Faults
0,5,0,1491,0.1331679871322667,0.02157434389717648,0.017674459649975813,0.45290625932420736,0.16096042648238346,0.0011486581920903953,0.21256786532189964,Other_Faults,Other_Faults
0,5,0,1280,0.18573173295366355,0.011846997105304478,0.002781657345255446,0.4010370446462759,0.2920508643219112,0.0015337195484254307,0.10501798407916393,Other_Faults,Other_Faults
0,5,0,1504,0.03666006448134257,0.07480865012423599,0.08002500631639826,0.5030313304426232,0.15501983610605388,0.0,0.15045511252934607,Other_Faults,Other_Faults
0,5,0,1718,0.18946477579692417,0.012986409236847634,0.05189737107176349,0.5405385715760496,0.02442188361514563,0.0033580275145677625,0.1773329611887019,Other_Faults,Other_Faults
0,5,0,1322,0.13137077697464702,0.05614946918966454,0.02037223165215468,0.5761982494000479,0.1135048190385055,0.009501209409052273,0.09290324433592766,Other_Faults,Other_Faults
0,5,0,1324,0.17900902383241948,0.0056935009619373325,0.023526453137714932,0.6890954553208166,0.0055479310194247065,0.005876860967938774,0.09125077475974783,Other_Faults,Other_Faults
0,5,0,1305,0.1022145912806071,0.12530200366850766,0.00776899760632149,0.4270245079265472,0.2540186701471092,0.0009186401833460657,0.0827525891875612,Other_Faults,Other_Faults
0,5,0,1706,0.060577272767110245,0.03752873344042405,0.04382599169237832,0.484499694817143,0.15273071524894885,0.0,0.22083759203399558,Other_Faults,Other_Faults
0,5,0,1921,0.20002646418535838,0.0014755244755244757,0.05714738501096862,0.6293034840216932,0.0010523809523809522,0.0028688575067305055,0.1081259038473434,Other_Faults,Other_Faults
0,5,0,1746,0.32557363299592107,0.009394083814709322,0.028318495469159433,0.4248786592635957,0.031999182840554787,0.014674571348368826,0.1651613742676908,Other_Faults,Other_Faults
0,5,0,1571,0.42189658372395883,0.0066805513809445214,0.06884357418163628,0.39389260269301557,0.07779228431854485,0.0048912495931550904,0.02600315410874487,Other_Faults,Bumps
0,5,0,1480,0.16205199175803123,0.011015603976948962,0.06979539250875023,0.49422065495120115,0.017235176439664913,0.0,0.2456811803654035,Other_Faults,Other_Faults
0,5,0,1467,0.3687452051742477,0.005250323006994671,0.0985073876197273,0.4384323094733757,0.01794210177528617,0.012634284130863094,0.05848838881950523,Other_Faults,Other_Faults
0,5,0,1924,0.19835381814728786,0.00886204529646214,0.08789736788041426,0.44899201818433354,0.008536863056386382,0.0028959906400096223,0.24446189679510621,Other_Faults,Other_Faults
0,5,0,1686,0.13821158520866283,0.02460346340907206,0.05188638353428368,0.45159141575784323,0.016293913938448056,0.07161912561404099,0.24579411253764885,Other_Faults,Other_Faults
0,5,0,1615,0.2834643700321496,0.02172766085484423,0.06474051418865742,0.422409094075633,0.030014558591557706,0.030660567073537523,0.14698323518362055,Other_Faults,Other_Faults
0,5,0,1536,0.2151395065364471,0.009335539790336054,0.08223837335935245,0.5678717754296364,0.003592246681281208,0.0037081192247013744,0.11811443897824533,Other_Faults,Other_Faults
0,5,0,1455,0.5539824800080164,0.004116519552157437,0.05171423599042717,0.302866910166061,0.06744620206875518,0.008996625244732586,0.010877026969850092,Other_Faults,Bumps
0,5,0,1940,0.31665226993895723,0.003136204073704074,0.02992054449972152,0.44811691882853305,0.0007771260997067449,0.01366058328925976,0.18773635327011762,Other_Faults,Other_Faults
0,5,0,1538,0.11436257390127372,0.05624689796009027,0.04314315632944482,0.6872505728750659,0.007924067355156566,0.034237838425891745,0.05683489315307679,Other_Faults,Other_Faults
0,5,0,1368,0.16479234198531345,0.008354338109116894,0.041618939527165964,0.6002624676651025,0.0016220312095312096,0.049408052684670814,0.13394182881909894,Other_Faults,Other_Faults
0,5,0,1864,0.05199005112592643,0.041871924556675426,0.01621226705662038,0.8336784621890163,0.007492115688148346,0.02700189017165839,0.021753289211954154,Other_Faults,Other_Faults
0,5,0,1407,0.5252046291999123,0.004138332420804242,0.02529168798726008,0.3733107236801647,0.02900079593897184,0.013539444778667791,0.029514385994218885,Other_Faults,Bumps
0,5,0,1530,0.23130830212452377,0.03421274238956272,0.019222726734597836,0.3350694244686143,0.1653969122921178,0.019465636551113007,0.19532425543947032,Other_Faults,Other_Faults
0,5,0,1376,0.0638979048063923,0.000988235294117647,0.2615536975669052,0.6500556712464881,0.006151977984176127,0.001176470588235294,0.016176042513685193,Other_Faults,Other_Faults
0,5,0,1802,0.27948725358878046,0.021823850185264688,0.014849347355777571,0.4223007913738616,0.04616541954750614,0.010035464830875735,0.2053378731179337,Other_Faults,Other_Faults
0,5,0,1882,0.14392708586012223,0.01843646702618827,0.04219127223068049,0.458858455533952,0.01615074202360893,0.0746100823790957,0.2458258949463522,Other_Faults,Other_Faults
0,5,0,1783,0.09816562855399477,0.02963428628920008,0.07111671884483718,0.4616346502539209,0.03389608689464098,0.0006451612903225806,0.30490746787308365,Other_Faults,Other_Faults
0,5,0,1565,0.07424717708880914,0.0005,0.6439831202455251,0.24868614550642856,0.0015000000000000002,0.001025,0.030058557159237016,Other_Faults,K_Scratch
0,5,0,1490,0.1510663559449742,0.011488808685453808,0.05193122480782471,0.4640838099356179,0.01821405281834981,0.0,0.30321574780777977,Other_Faults,Other_Faults
0,5,0,1363,0.06562647481887281,0.0010350806451612903,0.15490416062419418,0.7680396706847057,0.0006666666666666666,0.0,0.009727946560398871,Other_Faults,Other_Faults
0,5,0,1383,0.06400848376280124,0.0010350806451612903,0.16947934859411898,0.7496935848819636,0.0,0.0,0.015783502115954428,Other_Faults,Other_Faults
0,5,0,1817,0.22759870344477282,0.10342780411642029,0.028010716544824524,0.3175530287250121,0.2204297007507604,0.014393395958474841,0.0885866504597349,Other_Faults,Other_Faults
0,5,0,1344,0.11927152209220926,0.03853614558316103,0.00773511055572318,0.30458547865776714,0.3310032004591736,0.0010614973262032085,0.19780704532576213,Other_Faults,Pastry
0,5,0,1281,0.10592631738860703,0.03448987565572107,0.003800230927596777,0.2401230100767849,0.5449933443099272,0.0008948306595365418,0.06977239098182643,Other_Faults,Pastry
0,5,0,1883,0.11623249576760722,0.04529763796493772,0.07099327192977191,0.5982140390087214,0.027450764414738052,0.028431288919230677,0.11338050199499325,Other_Faults,Other_Faults
0,5,0,1681,0.15023034923955142,0.01589474040168042,0.014996722659855199,0.5618343404339387,0.05812627122213864,0.002396109637488948,0.19652146640534687,Other_Faults,Other_Faults
0,5,0,1848,0.07895108919549648,0.03477799927736398,0.01786383531415121,0.592646525757446,0.14281801281417178,0.004121928967090257,0.1288206086742803,Other_Faults,Other_Faults
0,5,0,824,0.13461742418402023,0.29739150322193564,0.003805700639645778,0.32321343513545875,0.1673539733253417,0.01553588648346713,0.05808207701013023,Dirtiness,Other_Faults
0,5,0,817,0.0392273493457597,0.44985575564700125,0.0034961378490790257,0.22316722568722747,0.2511718933330057,0.001371021135727018,0.03171061700219964,Dirtiness,Dirtiness
0,5,0,831,0.15112693754350418,0.018616776025693182,0.02670233104925228,0.6098529123171822,0.013202411654102561,0.09307009638843006,0.08742853502183538,Dirtiness,Other_Faults
0,5,0,837,0.02853458060538204,0.03471005697678971,0.045994241946156006,0.4792456877613311,0.175555539850474,0.0,0.2359598928598671,Dirtiness,Other_Faults
0,5,0,855,0.023648272782238515,0.48487062861935265,0.010698710932457061,0.23713929209293205,0.19868786555340948,0.0009614973262032086,0.043993732693406534,Dirtiness,Dirtiness
0,5,0,838,0.21001327684888607,0.026441968509701978,0.054272152056110655,0.4264228953302873,0.1330759955009329,0.023384013598437906,0.12638969815564313,Dirtiness,Other_Faults
0,5,0,612,0.0007833368975823484,3.690036900369003e-05,0.9565622613132774,0.04108507547860397,0.00018450184501845018,0.0,0.0013479240965139174,K_Scratch,K_Scratch
0,5,0,440,0.007528681855014707,3.690036900369003e-05,0.9733961843647307,0.011384962116748753,0.0007727371391360972,0.0,0.006880534155365611,K_Scratch,K_Scratch
0,5,0,474,0.004081365024335378,3.690036900369003e-05,0.9863677497164537,0.006773323246166888,0.00018450184501845018,0.0,0.0025561597990219447,K_Scratch,K_Scratch
0,5,0,611,0.001941691543788657,3.690036900369003e-05,0.9833542762503553,0.014093311559807711,0.00018450184501845018,0.0,0.00038931843202590007,K_Scratch,K_Scratch
0,5,0,615,0.004898251542071661,0.0003594810141649803,0.9718615814642785,0.020810768712359984,0.00018450184501845018,0.0003225806451612903,0.0015628347769451696,K_Scratch,K_Scratch
0,5,0,727,0.05310533614781783,0.004574681442914261,0.6013101770658339,0.3059572044900189,0.0077316328521203044,0.0008225806451612903,0.02649838735613314,K_Scratch,K_Scratch
0,5,0,397,0.05744816354197727,0.00782393715795945,0.6681133936780748,0.22439295080039995,0.009633249639186008,0.0003225806451612903,0.03226572453724079,K_Scratch,K_Scratch
0,5,0,486,0.009696288156521939,0.00130674163884496,0.9243502870001415,0.039094800717260715,0.006491691387502111,0.0,0.019060191099728438,K_Scratch,K_Scratch
0,5,0,425,0.16627472558795792,0.011484566490107883,0.09551403626937699,0.41124223827510936,0.015319812316091199,0.005146607905002373,0.29501801315635384,K_Scratch,Other_Faults
0,5,0,543,0.0006818876222200296,3.690036900369003e-05,0.9859460877800555,0.012173068657558872,0.00018450184501845018,0.0,0.000977553726143547,K_Scratch,K_Scratch
0,5,0,651,0.0003485542888866963,3.690036900369003e-05,0.9879913523591655,0.010461137411782052,0.00018450184501845018,0.0,0.000977553726143547,K_Scratch,K_Scratch
0,5,0,725,0.016172689070422852,0.0017391304347826085,0.8580420830044403,0.0834644895090438,0.0036264617086939365,0.0,0.03695514627261648,K_Scratch,K_Scratch
0,5,0,690,0.0003485542888866963,3.690036900369003e-05,0.9943309965962089,0.00470972846885632,0.00018450184501845018,0.0,0.00038931843202590007,K_Scratch,K_Scratch
0,5,0,735,0.07676531985776816,0.005333333333333333,0.6647185608083936,0.18494178775839606,0.004191176470588235,0.00014492753623188405,0.06390489423528843,K_Scratch,K_Scratch
0,5,0,688,0.18823994021482457,0.031211293262158383,0.18726104872573127,0.4724207468285017,0.005369104990169618,0.012359058219113029,0.10313880775950125,K_Scratch,Other_Faults
0,5,0,664,0.002468007333262341,3.690036900369003e-05,0.9437031552206606,0.05225951113554064,0.00018450184501845018,0.0,0.0013479240965139172,K_Scratch,K_Scratch
0,5,0,398,0.006681716198215964,0.002294685990338164,0.9325817042088947,0.03832060531745306,0.0027223643080420577,0.0,0.017398923977055704,K_Scratch,K_Scratch
0,5,0,706,0.002486123275291327,3.690036900369003e-05,0.936654871119277,0.05928967929489512,0.00018450184501845018,0.0,0.0013479240965139172,K_Scratch,K_Scratch
0,5,0,618,0.0003485542888866963,3.690036900369003e-05,0.9941788194967702,0.004861905568295083,0.00018450184501845018,0.0,0.00038931843202590007,K_Scratch,K_Scratch
0,5,0,435,0.004079863731273984,3.690036900369003e-05,0.9495371311307196,0.03088364919472812,0.001949207727371391,0.0,0.01351324784690283,K_Scratch,K_Scratch
0,5,0,437,0.009798526196259977,3.690036900369003e-05,0.967201613568809,0.01622412979836663,0.0007727371391360972,0.0,0.005966092928424384,K_Scratch,K_Scratch
0,5,0,393,0.013268911682470273,0.003094685990338164,0.8891567307672884,0.060218424262026574,0.004800254774573498,0.0,0.02946099252330275,K_Scratch,K_Scratch
0,5,0,457,0.005082984864190512,3.690036900369003e-05,0.9821698982108975,0.008225794386138028,0.0013609724332537443,0.0,0.0031234497365164858,K_Scratch,K_Scratch
0,5,0,428,0.00921029090214233,3.690036900369003e-05,0.9534247052315336,0.026341624526938164,0.0014623923115498906,0.0,0.009524086658831908,K_Scratch,K_Scratch
0,5,0,720,0.05201639880906844,0.0028073426573426573,0.6062323376889978,0.3039896225427001,0.005201868513510391,0.00030303030303030303,0.02944939948534991,K_Scratch,K_Scratch
0,5,0,359,0.20746823699524836,0.007604555195199212,0.3143531043783429,0.333562551523449,0.07848292482388373,0.00866993932369186,0.049858687760184435,K_Scratch,Other_Faults
0,5,0,732,0.1032890625304093,0.0003333333333333333,0.5211921440757009,0.26472803208780016,0.006765047277216241,0.00014492753623188405,0.10354745315930786,K_Scratch,K_Scratch
0,5,0,661,0.0008748700783603805,3.690036900369003e-05,0.9668138247185059,0.03170058455708552,0.00018450184501845018,0.0,0.00038931843202590007,K_Scratch,K_Scratch
0,5,0,593,0.08876793995483295,0.0026195276497695853,0.6915110828788549,0.15530111423033316,0.002356470814132104,0.0,0.05944386447207701,K_Scratch,K_Scratch
0,5,0,654,0.037076583814378304,0.006189029796664341,0.044727564418146015,0.15302501859212955,0.014684036842742299,0.7329550566765402,0.011342709859399067,K_Scratch,Stains
0,5,0,630,0.0003485542888866963,3.690036900369003e-05,0.9875904714710709,0.009685547711641344,0.00018450184501845018,0.0,0.002154024314378841,K_Scratch,K_Scratch
0,5,0,360,0.18123116651454055,0.004631246479698492,0.43768077077196355,0.28647084209465723,0.04726039483211209,0.024981946810192886,0.017743632496835256,K_Scratch,K_Scratch
0,5,0,734,0.07805589214798374,0.00030303030303030303,0.6650259021473349,0.21456807205980424,0.0029768270944741534,0.0,0.03907027624737259,K_Scratch,K_Scratch
0,5,0,576,0.0003485542888866963,3.690036900369003e-05,0.9801267112322626,0.0173671728741969,0.00018450184501845018,0.0,0.0019361593906315647,K_Scratch,K_Scratch
0,5,0,388,0.5130182655523486,0.0012932316685351408,0.07869652473796995,0.339655300344057,0.03391054160522958,0.0017897978027051242,0.031636338289154624,K_Scratch,Bumps
0,5,0,377,0.21620839474542852,0.0008151080945198592,0.4808034465197851,0.24532751434894082,0.02870062428874895,0.01607831147892,0.012066600523656686,K_Scratch,K_Scratch
0,5,0,723,0.047915587731982436,0.003001882020114839,0.5613177126639769,0.3272309179843701,0.008905513930753468,0.0003225806451612903,0.051305805023640724,K_Scratch,K_Scratch
0,5,0,550,0.013061996577019388,3.690036900369003e-05,0.869995442137244,0.10661289030038155,0.00391074453507693,0.0,0.006382026081273797,K_Scratch,K_Scratch
0,5,0,709,0.0029027899419579927,3.690036900369003e-05,0.9370473547794077,0.05848052896809773,0.00018450184501845018,0.0,0.0013479240965139172,K_Scratch,K_Scratch
0,5,0,145,0.018805887441779398,0.18997932338497442,0.053922495119715294,0.30707228926079044,0.32677728685162455,0.0,0.10344271794111526,Pastry,Pastry
0,5,0,115,0.04956247388533454,0.1440660995482131,0.004862101325804936,0.36717819526577017,0.35186964946430727,0.0005614973262032085,0.08189998318436677,Pastry,Other_Faults
0,5,0,1,0.12474429637189928,0.11834773446545288,0.00834355518549071,0.40423999761698814,0.2332959574267585,0.010721841179094343,0.10030661775431605,Pastry,Other_Faults
0,5,0,111,0.11573562659744113,0.017067543021083563,0.006609241089257544,0.2576231688022314,0.4994507033070306,0.001983065953654189,0.10153065122930101,Pastry,Pastry
0,5,0,51,0.04436924169695672,0.10921488548174649,0.004827605418451975,0.2809038698596867,0.47331322531766334,0.0008948306595365418,0.08647634156595824,Pastry,Pastry
0,5,0,43,0.08898409369031167,0.08432001396607937,0.006888896169714705,0.22823754181721295,0.5194576089841475,0.0005614973262032085,0.07155034804633027,Pastry,Pastry
0,5,0,65,0.05583932888121292,0.10603903848509413,0.0033930185694746946,0.24671709286605764,0.51929272944494,0.0005614973262032085,0.06815729442701739,Pastry,Pastry
0,5,0,97,0.09320481271879912,0.33921427685487837,0.002948173224243601,0.2999236076169893,0.20183733263586578,0.0021736185383244206,0.06069817841089931,Pastry,Dirtiness
0,5,0,135,0.017833654305683056,0.08454324681096421,0.05081572643645535,0.34505379793562163,0.38707390859380086,0.0,0.11467966591747451,Pastry,Pastry
0,5,0,3,0.13326733497662044,0.11412299582403326,0.0027897029237901124,0.3966368632401538,0.2832653550071767,0.0017736185383244207,0.06814412948990128,Pastry,Other_Faults
0,5,0,116,0.10126063494748397,0.0986689289435573,0.006741800815999268,0.45235088405143287,0.2758257669406933,0.001815415821501014,0.06333656847933211,Pastry,Other_Faults
0,5,0,107,0.2138913735050486,0.016754717393402774,0.0051778527711648335,0.338243798647308,0.3840267261731613,0.0015445166008561256,0.04036101490905823,Pastry,Pastry
0,5,0,103,0.06586768195665399,0.17507214791460612,0.0064736721077070635,0.3025270979954524,0.3920458615625181,0.0008948306595365418,0.05711870780352542,Pastry,Pastry
0,5,0,92,0.07387281480724156,0.0556560217833424,0.007978819131534089,0.2383306816931226,0.49444858191236435,0.0008948306595365418,0.12881825001285838,Pastry,Pastry
0,5,0,123,0.16860402585154113,0.01755544512939699,0.004304612106998273,0.3107383962287507,0.44503882589319416,0.0016525574790779178,0.052106137311040544,Pastry,Pastry
0,5,0,124,0.09979107678393467,0.14158581145579763,0.005970636994000922,0.41576741461397776,0.23434254995105783,0.0005614973262032085,0.1019810128750279,Pastry,Other_Faults
0,5,0,327,0.2522829890414617,0.013794671213755499,0.019487083687037138,0.36334899341837984,0.198738370449438,0.002844587724866466,0.149503304465061,Z_Scratch,Other_Faults
0,5,0,182,0.26606742979651604,0.006050976532548107,0.01371710797165378,0.3644833031333452,0.02032625195817398,0.015809692430934295,0.31354523817682833,Z_Scratch,Other_Faults
0,5,0,220,0.2686104044190273,0.00784983384303595,0.06246892933936232,0.4379597592912232,0.012705469372715968,0.0013665184453227933,0.2090390852893125,Z_Scratch,Other_Faults
0,5,0,224,0.18640838926036218,0.018071976236162194,0.04210769354951847,0.44084526069232693,0.006120493207915807,0.014932424142714895,0.2915137629109994,Z_Scratch,Other_Faults
0,5,0,330,0.19959469965541923,0.01569314598590833,0.1172890710163086,0.5216279891902605,0.010604274214015202,0.0016112531969309464,0.13357956674115687,Z_Scratch,Other_Faults
0,5,0,281,0.30670080280150575,0.013965597692068281,0.03056780355985329,0.44077793167511453,0.02683381394736352,0.018892263888138375,0.16226178643595623,Z_Scratch,Other_Faults
0,5,0,236,0.17010814079305464,0.0825690211180261,0.015559981974844414,0.3312389253676631,0.17416241501959587,0.01046113471459435,0.21590038101222156,Z_Scratch,Other_Faults
0,5,0,271,0.1744859500397202,0.010471610077681808,0.011211133682045587,0.38455928842046494,0.008218701020214991,0.017609478567429976,0.39344383819244266,Z_Scratch,Z_Scratch
0,5,0,259,0.06152948660698525,0.06434980759057954,0.017523133921863207,0.32840290411178785,0.3289635166998138,0.0005614973262032085,0.19866965374276713,Z_Scratch,Pastry
0,5,0,260,0.4327650647828846,0.002438703190477251,0.020513297976481458,0.4375472871044031,0.0057643420370244855,0.007228741895248286,0.0937425630134808,Z_Scratch,Other_Faults
0,5,0,340,0.021181768676551475,0.12531706083011676,0.019110201754290117,0.353101096087604,0.31821016416551545,0.0,0.16307970848592163,Z_Scratch,Other_Faults
0,5,0,291,0.1869424346519645,0.004393996199878553,0.019183253746426366,0.4547367065372307,0.015909839199729693,0.016521214654621117,0.3023125550101491,Z_Scratch,Other_Faults
0,5,0,319,0.11898900309687649,0.015190197137290917,0.04774642926293502,0.4499696020317888,0.008407339202138198,0.01281520706136516,0.346882222207605,Z_Scratch,Other_Faults
0,5,0,339,0.10396446071623973,0.08714793954825423,0.003879752129093726,0.4338134136641489,0.15459979398828977,0.004012659489633173,0.21258198046434032,Z_Scratch,Other_Faults
0,5,0,314,0.21424281992619995,0.012465194615857638,0.014281596343157786,0.4299542473465873,0.026726680668051315,0.000446915195116634,0.3018825459050294,Z_Scratch,Other_Faults
0,5,0,292,0.2818433904748236,0.01123200726745815,0.007782484783458725,0.395636795569137,0.052622196005180394,0.0038436021304224955,0.2470395237695194,Z_Scratch,Other_Faults
0,5,0,263,0.14600313388450062,0.005812264706507082,0.06958391042579579,0.6323749280982045,0.0056890000377962276,0.005788690476190476,0.13474807237100508,Z_Scratch,Other_Faults
0,5,0,256,0.2690157776704633,0.005883742498493604,0.019465734220554157,0.46423334444790937,0.013388887582130981,0.001521915553661078,0.22649059802678742,Z_Scratch,Other_Faults
0,5,0,186,0.3179166573707178,0.02287183985690509,0.01946154427902981,0.31996506341957187,0.1181548951925342,0.009001786687435653,0.1926282131938052,Z_Scratch,Other_Faults
0,5,0,800,0.03193071778165672,0.002811388300436316,0.014105427789837217,0.06803980433585571,0.012766967957696742,0.8652577309499183,0.0050879628845987655,Stains,Stains
0,5,0,805,0.18285609765888453,0.006161674147570675,0.050664828322470275,0.25932158019285007,0.02453219144219613,0.3815718690217606,0.09489175921426751,Stains,Stains
0,5,0,779,0.03181788603882936,0.0022674611692133596,0.02502221439381562,0.08644667689254402,0.00940522977295562,0.8431034810903348,0.0019370506423072131,Stains,Stains
0,5,0,745,0.06584546083300033,0.0022674611692133596,0.025486627947732213,0.08272192167474951,0.008980874659959535,0.8132367935492283,0.001460860166116737,Stains,Stains
0,5,0,743,0.03804079018530813,0.0022674611692133596,0.03002642985148858,0.10742565099685923,0.010724627766266656,0.8095779893885567,0.0019370506423072131,Stains,Stains
0,5,0,785,0.041722571594129426,0.0015475594493116395,0.027552745806854722,0.07446723081246277,0.010257203523536184,0.8426214582772178,0.0018312305364871072,Stains,Stains
0,5,0,807,0.056366035346002485,0.01422806170028092,0.022515668991317454,0.3103875960744371,0.008548203777905166,0.5627183882286011,0.0252360458814556,Stains,Stains
0,6,0,901,0.4543299120577746,0.0069757124266211145,0.02711462928351733,0.3966958707083983,0.01792899060026068,0.01945373603499599,0.07750114888843208,Bumps,Bumps
0,6,0,1029,0.4889315179723787,0.00030111258548535266,0.06941420606535592,0.31857949033043886,0.050373979633107406,0.00695640078601552,0.06544329262721828,Bumps,Bumps
0,6,0,1077,0.543996487227177,0.008667466062012635,0.019532888037377856,0.32173718483699504,0.0681018666850533,0.0030004451481412796,0.034963662003242975,Bumps,Bumps
0,6,0,952,0.057648698363082757,0.032298142901527015,0.043699616093295805,0.4339750001583416,0.040738825527544494,0.0,0.39163971695620853,Bumps,Other_Faults
0,6,0,905,0.4443690480050402,0.0005313531353135314,0.02626577009420366,0.3059821102857995,0.08853188590647443,0.004701414790600894,0.12961841778256752,Bumps,Bumps
0,6,0,1066,0.1619111609686218,0.0511418918476157,0.05577670994697406,0.575535674264816,0.03252391582534959,0.06496694074285636,0.058143706403766135,Bumps,Other_Faults
0,6,0,975,0.3640398722778994,0.03345243235975658,0.01723132324695653,0.3045718309167558,0.11868836338175653,0.018149551540712544,0.14386662627616204,Bumps,Bumps
0,6,0,1266,0.5625457272669557,0.0021526894158473107,0.040611073204505264,0.3308512380248406,0.009474563985579937,0.004715267924507055,0.04964944017776391,Bumps,Bumps
0,6,0,1016,0.5783135810258209,0.0003259016393442623,0.08912564794048877,0.2966182572463485,0.016504245445317527,0.0011684213205858554,0.017943945382094234,Bumps,Bumps
0,6,0,1123,0.41984090906504734,0.0040285581992398276,0.015454491824754583,0.36183732780653594,0.09754711881098516,0.0016982666984933293,0.09959332759494384,Bumps,Bumps
0,6,0,889,0.16778512493918044,0.006604910399211592,0.03700850411521336,0.4650853087672591,0.0023132874850453566,0.010544804072499065,0.31065806022159104,Bumps,Other_Faults
0,6,0,1061,0.5339632333247155,0.002230663544106167,0.0671960956017596,0.28960286495637994,0.05328338458480082,0.00022190544072226182,0.05350185254751568,Bumps,Bumps
0,6,0,1168,0.3639385371610966,0.01772425897330817,0.02502999642721559,0.4492642938501428,0.018880518528308503,0.003731485905398949,0.1214309091545297,Bumps,Other_Faults
0,6,0,1224,0.4025156437757104,0.003369940186548329,0.035773432473082865,0.41798433339471563,0.014404915822061066,0.0006904761904761906,0.12526125815740546,Bumps,Other_Faults
0,6,0,1147,0.5555956188644946,0.0006484822845055527,0.05334530438378035,0.33299017939629566,0.013932192771309531,0.0069034580991157776,0.03658476420049865,Bumps,Bumps
0,6,0,994,0.12050980087534395,0.06549579186392682,0.06696262177354217,0.591404759625567,0.009101091065144331,0.03070848693045282,0.11581744786602291,Bumps,Other_Faults
0,6,0,1018,0.5407146327228511,0.0020215134433051248,0.05651221819625296,0.3321314798381929,0.03740652556435268,0.014130600445835558,0.01708302978920946,Bumps,Bumps
0,6,0,873,0.16378461077121093,0.023380472466019563,0.006872842320234489,0.32945872693527956,0.4429085660424942,0.0021647058823529414,0.03143007558240818,Bumps,Pastry
0,6,0,1109,0.16572565390703708,0.08410273331266024,0.005124386995566209,0.4468791457151412,0.20327282993677312,0.0010873440285204992,0.09380790610430159,Bumps,Other_Faults
0,6,0,904,0.6991732972830532,0.001130517023959647,0.01900770804887573,0.2336049546778703,0.014651987984371602,0.004391398227017167,0.02804013675485217,Bumps,Bumps
0,6,0,1235,0.24887861903852365,0.003074688842725756,0.017713302276881226,0.5094422903443095,0.01214426906517834,0.0,0.20874683043238146,Bumps,Other_Faults
0,6,0,1040,0.39124046222779996,0.011993124914732372,0.04070921812625265,0.32430819837336444,0.09305403660993995,0.1096835280656721,0.02901143168223857,Bumps,Bumps
0,6,0,1228,0.4650767176540675,0.000588235294117647,0.011354170338938848,0.41057223957836053,0.0013333333333333333,0.009547628093436646,0.10152767570774557,Bumps,Bumps
0,6,0,1158,0.5001444657217248,0.0015834276382495716,0.05245636272654802,0.32924715302249863,0.02246248559625237,0.002780081264682714,0.09132602403004396,Bumps,Bumps
0,6,0,1203,0.11159679036179689,0.08240157792520282,0.06350945403886236,0.6601552810015987,0.00898542511553161,0.013818150824405623,0.05953332073260194,Bumps,Other_Faults
0,6,0,997,0.5189623909615307,0.0006483874490390215,0.035077433934736175,0.33034642395276625,0.07114524219110271,0.01568038598209007,0.02813973552873505,Bumps,Bumps
0,6,0,1041,0.17428095897490262,0.0009523809523809524,0.019674987303431573,0.18643712280781688,0.024627366162409344,0.5880825755177629,0.005944608281295588,Bumps,Stains
0,6,0,1084,0.677675481798977,0.0021566375700801934,0.04250490289961737,0.2318553323829683,0.02719609910278396,0.003090655545096842,0.01552089070047601,Bumps,Bumps
0,6,0,1012,0.19648326133080254,0.054208030773673394,0.01314231346047405,0.41483854479724835,0.113748447954019,0.006863077757088647,0.20071632392669378,Bumps,Other_Faults
0,6,0,903,0.39082159669768984,0.0018536653012459464,0.01807849238503031,0.3736509092347393,0.024236059957085027,0.004330207238526423,0.18702906918568335,Bumps,Bumps
0,6,0,944,0.6157290082833022,0.0008322594501718213,0.021058072844516506,0.2899303601595837,0.014410648296228219,0.007445812049369255,0.050593838916828254,Bumps,Bumps
0,6,0,1046,0.6578848243170328,0.0002459016393442623,0.03398484983138424,0.26014413392572694,0.017372431176081497,0.0042110062324555945,0.026156852877974517,Bumps,Bumps
0,6,0,1002,0.5330743880266647,0.0003225806451612903,0.038792546915043524,0.3817223044557641,0.007702197037038374,0.0023703597030209933,0.03601562321730679,Bumps,Bumps
0,6,0,949,0.3020737132193529,0.00019801980198019803,0.04613562488941226,0.4156757575123599,0.08523833493654026,0.004982147700273866,0.1456964019400804,Bumps,Other_Faults
0,6,0,1250,0.5766257735234255,0.004426627592157329,0.06395219447452719,0.2557541025541735,0.03316166948353804,0.004166159208100505,0.06191347316407777,Bumps,Bumps
0,6,0,883,0.16601768710704334,0.03136045182575227,0.03261490257971975,0.6978657701651548,0.0068384940098985434,0.006333571767565455,0.05896912254486567,Bumps,Other_Faults
0,6,0,1135,0.4209330840238855,0.003984991087480497,0.029629518578155052,0.3493600152656938,0.08889365838438995,0.0004926332514805721,0.10670609940891448,Bumps,Bumps
0,6,0,978,0.45841278107378414,0.003285679812220853,0.07999091297985451,0.30612018153779647,0.07178719373688452,0.017965958798868333,0.062437292060590774,Bumps,Bumps
0,6,0,1080,0.43029074495548536,0.005143839267187176,0.040927036650878656,0.3556321710543856,0.013662471730164334,0.03065881189098793,0.12368492445091085,Bumps,Bumps
0,6,0,1195,0.23276328278042943,0.097797731549562,0.023883269209634985,0.3240351659906725,0.16352685142874207,0.009857253559629601,0.1481364454813291,Bumps,Other_Faults
0,6,0,1294,0.13790432863581212,0.023437680330647345,0.01199424773650321,0.5169919787765853,0.2605773100666182,0.0026408963585434174,0.04645355809529045,Other_Faults,Other_Faults
0,6,0,1472,0.517348447487964,0.00043478260869565214,0.07366683476316115,0.3193530321532825,0.010574513245384332,0.0,0.07862238974151203,Other_Faults,Bumps
0,6,0,1896,0.3298960146594534,0.0,0.040152868058057775,0.524087225603728,0.0014470184262707355,0.0015806159420289857,0.10283625731046145,Other_Faults,Other_Faults
0,6,0,1476,0.5752029714953888,0.0003259016393442623,0.06666730657176342,0.28719219769202015,0.02536910448644453,0.001503206985181701,0.043739311129857204,Other_Faults,Bumps
0,6,0,1286,0.17538379840269258,0.07906611467488205,0.0018077668458998898,0.35112551690072186,0.35927497753527915,0.0017599145952087128,0.03158191104531542,Other_Faults,Pastry
0,6,0,1816,0.21386065275534566,0.03384890055421821,0.021639001861600737,0.3270632400270124,0.1866020239327301,0.021116395789898497,0.19586978507919414,Other_Faults,Other_Faults
0,6,0,1431,0.6163323662221701,0.0018896802122608575,0.019237322573905244,0.2494262533666184,0.014632129852432174,0.016685837560412177,0.08179641021220123,Other_Faults,Bumps
0,6,0,1869,0.25941940511850076,0.014828270621389503,0.016343515155920134,0.3317431759146572,0.10533478594374604,0.00916464229214814,0.26316620495363785,Other_Faults,Other_Faults
0,6,0,1587,0.547774932037612,0.00035714285714285714,0.03548489226016163,0.36710802830998185,0.004884191632220558,0.002524571453450764,0.04186624144943032,Other_Faults,Bumps
0,6,0,1712,0.18721348713295122,0.04031906859297701,0.0792641966232413,0.6182499686892833,0.0029091018145940583,0.008958487340449323,0.06308568980650392,Other_Faults,Other_Faults
0,6,0,1878,0.1969796530399389,0.0012681159420289856,0.04765117090668726,0.657560441759249,0.0007923169267707082,0.004004675131135087,0.09174362629418996,Other_Faults,Other_Faults
0,6,0,1477,0.33518170619817594,0.0007625891265597148,0.039337915394487714,0.5063689030930045,0.0027256258234519106,0.004450030911827587,0.11117322945249271,Other_Faults,Other_Faults
0,6,0,1904,0.26254137387472104,0.00558866740888733,0.022410009159952265,0.5873644736685789,0.0015013954299668585,0.01878695271034953,0.1018071277475437,Other_Faults,Other_Faults
0,6,0,1558,0.12343964768159285,0.08923813244495041,0.050648621204445,0.6167898253299349,0.024848172362877122,0.03608113680178501,0.058954464174414835,Other_Faults,Other_Faults
0,6,0,1684,0.01890188387969035,0.031893370481468515,0.033374563145410305,0.547750315715912,0.08218519927428714,0.0,0.2858946675032317,Other_Faults,Other_Faults
0,6,0,1361,0.446509085679564,0.004742273111542191,0.06898157559367606,0.33728185588242837,0.026753003857769898,0.0003125,0.11541970587501917,Other_Faults,Bumps
0,6,0,1435,0.45851576464020205,0.0012206757703081231,0.03025105040199519,0.29191489999230696,0.06116744184342544,0.13146503423032974,0.025465133121432504,Other_Faults,Bumps
0,6,0,1531,0.21213426505293279,0.009073489176052387,0.013853567115318054,0.43729231415689435,0.19667791709929106,5.797101449275363e-05,0.13091047638501846,Other_Faults,Other_Faults
0,6,0,1850,0.1459392745070793,0.0749441554872472,0.02973108396993627,0.4457866639841135,0.18307956280645743,0.013726254225137197,0.10679300502002873,Other_Faults,Other_Faults
0,6,0,1428,0.22811832852095237,0.008787115628872385,0.05216750871967248,0.5582390276518144,0.009792230157961242,0.016955212110169718,0.12594057721055735,Other_Faults,Other_Faults
0,6,0,1871,0.5842897938849925,0.0002593427835051546,0.03023818667380196,0.3223746772402022,0.020733130890546358,0.013907462992935047,0.0281974055340166,Other_Faults,Bumps
0,6,0,1592,0.024134353865100818,0.012015254243027266,0.6609963311828569,0.16445563932298057,0.03725761759552141,0.0,0.10114080379051268,Other_Faults,K_Scratch
0,6,0,1487,0.1319441221331107,0.01155204618322663,0.03772047497903547,0.5654271586545229,0.045210953463010614,0.0,0.20814524458709396,Other_Faults,Other_Faults
0,6,0,1931,0.2323309789255908,0.016572977951581185,0.07897112934835185,0.6101038968905502,0.0007881773399014779,0.007656789570582674,0.05357604997344171,Other_Faults,Other_Faults
0,6,0,1659,0.304376793673241,0.08816839811135263,0.018108261041643064,0.34222074266945507,0.14084625606439216,0.013083133510205215,0.09319641492971066,Other_Faults,Other_Faults
0,6,0,1333,0.16720208366716516,0.06936466326207437,0.005635039208585882,0.4692020946788923,0.18761712206880687,0.000196078431372549,0.10078291868310277,Other_Faults,Other_Faults
0,6,0,1589,0.1756776359871973,0.013313773701931597,0.06011805792179685,0.6236813378450333,0.006386414785425627,0.0038645592836336166,0.11695822047498146,Other_Faults,Other_Faults
0,6,0,1643,0.3482754933295567,0.0002941176470588235,0.16435118964272366,0.38155020790270816,0.06595635699555681,0.015351311122639764,0.02422132335975577,Other_Faults,Other_Faults
0,6,0,1689,0.10856221475010788,0.051427534056279256,0.08654535814123543,0.5959187195695915,0.0054950603808527785,0.03299466215059949,0.11905645095133348,Other_Faults,Other_Faults
0,6,0,1696,0.03782305055963876,0.1203635733726891,0.005884017178215632,0.3332665938284628,0.41081352464554166,0.0,0.09184924041545191,Other_Faults,Pastry
0,6,0,1665,0.44304299566717836,0.002041161001830516,0.0998698944740651,0.3759074809725112,0.022209840753640277,0.018284231465714503,0.03864439566505965,Other_Faults,Bumps
0,6,0,1825,0.10528704267181169,0.13353948782245637,0.05532806842488582,0.4377270967703592,0.14027380899903968,0.01558424568768861,0.11226024962375857,Other_Faults,Other_Faults
0,6,0,1715,0.18925685709238993,0.008550728400703044,0.1416330568355202,0.5261875584596214,0.006856461352195174,0.01878266219775226,0.10873267566181788,Other_Faults,Other_Faults
0,6,0,1748,0.04931820642588638,0.031074269221776633,0.1020532496454096,0.5953796736303026,0.07005448642759679,0.0003225806451612903,0.1517975340038666,Other_Faults,Other_Faults
0,6,0,1697,0.17591471169957007,0.04979786327322521,0.0035782326610952326,0.40616335435331935,0.2255781567112135,0.0035882352941176473,0.13537944600745883,Other_Faults,Other_Faults
0,6,0,1757,0.29709926066078574,0.016826726699007408,0.020815540567118256,0.38591221420878846,0.03877428565832082,0.016657907187569657,0.22391406501840966,Other_Faults,Other_Faults
0,6,0,1915,0.17762592139871078,0.021872393100514243,0.04755539875498453,0.5921405961897688,0.0036453762296341013,0.0569441341835851,0.10021618014280236,Other_Faults,Other_Faults
0,6,0,1359,0.047035394597162786,0.015104704255506047,0.09122935957033405,0.8302292362539254,0.00143019299133397,0.006553500926004171,0.008417611405733449,Other_Faults,Other_Faults
0,6,0,1427,0.4607604214491105,0.005874089953320215,0.009763561925059103,0.3473940369754696,0.0091326151628184,0.01915341189951726,0.147921862634705,Other_Faults,Bumps
0,6,0,1807,0.23724745541985204,0.015343942081751794,0.027864593767215565,0.4887817740778614,0.012109542782865568,0.03579793033916789,0.18285476153128535,Other_Faults,Other_Faults
0,6,0,1512,0.27843595538541555,0.030597119201994916,0.01007702889179851,0.3518755489786697,0.07396300636719666,0.010107206090345213,0.2449441350845792,Other_Faults,Other_Faults
0,6,0,1446,0.5402155379032059,0.0005197594501718212,0.031310005875247106,0.3369292871842759,0.04284079788690053,0.0027252246321134697,0.0454593870680853,Other_Faults,Bumps
0,6,0,1641,0.6550118678208637,0.0007333333333333333,0.04639543787106638,0.26422215627069234,0.010284930593727737,0.009007607949638816,0.014344666160677342,Other_Faults,Bumps
0,6,0,1849,0.108475139603315,0.11249890549826222,0.03842571933147379,0.44748406455425155,0.17131324397260386,0.011342415622329134,0.11046051141776424,Other_Faults,Other_Faults
0,6,0,1719,0.12319563870334792,0.026006846042180776,0.008691059658584665,0.3917891115069366,0.3105746156167484,0.0015873015873015873,0.13815542688489982,Other_Faults,Other_Faults
0,6,0,1784,0.2199287876945043,0.0017417582417582416,0.07633369976120308,0.5612215790911008,0.0009183673469387755,0.007066013394817743,0.1327897944696771,Other_Faults,Other_Faults
0,6,0,1650,0.31400077502457346,0.01623426994711534,0.033799940528445795,0.35587250548803,0.19706290409690952,0.006313516831185601,0.07671608808374,Other_Faults,Other_Faults
0,6,0,1824,0.2505690714338603,0.01779017671598395,0.013768013417159159,0.3506040667895548,0.05878267406170684,0.0007228827883662644,0.30776311479336815,Other_Faults,Other_Faults
0,6,0,1908,0.17851871201836317,0.018051503100596975,0.03384627718291768,0.47640387615660246,0.003618473391274905,0.026378715007801326,0.26318244314244355,Other_Faults,Other_Faults
0,6,0,1889,0.1247527422310211,0.03988324873584805,0.04851123117644669,0.48545005739227987,0.04408679343367841,0.22147341354613453,0.035842513484591346,Other_Faults,Other_Faults
0,6,0,1271,0.061698212290162535,0.0615376547660649,0.08313165641751487,0.4607282550559223,0.12409234992386552,0.0013333333333333333,0.20747853821313644,Other_Faults,Other_Faults
0,6,0,1385,0.12219752282516545,0.02298656940289774,0.032936261671964694,0.7613655473104268,0.004037729488856588,0.010502612855554032,0.045973756445134545,Other_Faults,Other_Faults
0,6,0,1314,0.17199700127045464,0.049641726443199,0.0029834548641918474,0.37578810636243953,0.35804914442237845,0.0016538789428815004,0.03988668769445478,Other_Faults,Other_Faults
0,6,0,1547,0.14816046318974607,0.011483770225054226,0.011169796115926903,0.38785700279559804,0.023085169611288058,0.0009903381642512076,0.41725345989813506,Other_Faults,Z_Scratch
0,6,0,1405,0.45203744501819587,0.0008391608391608392,0.06896890367612986,0.3611112877012548,0.08912191148423532,0.016054372342899578,0.011866918938123472,Other_Faults,Bumps
0,6,0,1636,0.6922162129064272,0.005266369691259169,0.028031772974559787,0.21651325227822926,0.03851203876851414,0.005964829751565157,0.01349552362944507,Other_Faults,Bumps
0,6,0,1616,0.08375295743188418,0.0768023389423569,0.028164735032397296,0.7093571167396214,0.009743743392128136,0.050569733713809975,0.04160937474780193,Other_Faults,Other_Faults
0,6,0,1511,0.028704556629213927,0.04695566585775177,0.0328419664783896,0.5414813645704891,0.07808657577971555,0.0,0.27192987068444013,Other_Faults,Other_Faults
0,6,0,1360,0.07819638373104083,0.033478913258978296,0.023464209614438448,0.6881408291113347,0.011983927214227823,0.11435130528372704,0.05038443178625267,Other_Faults,Other_Faults
0,6,0,1867,0.05002317005769604,0.05165921460503984,0.02910995651106569,0.785110724758237,0.01538664641131011,0.03471243881914168,0.03399784883750929,Other_Faults,Other_Faults
0,6,0,1925,0.17051921384641552,0.011471049108944736,0.034745371692101,0.5122816928269327,0.0059198435984039455,0.0002777777777777778,0.26478505114942424,Other_Faults,Other_Faults
0,6,0,1753,0.08371390386445489,0.024725029861868038,0.033508622244398024,0.5130035175809011,0.07206688433114279,0.000196078431372549,0.27278596368586255,Other_Faults,Other_Faults
0,6,0,1549,0.24873356009131414,0.0390703964290329,0.04023939187447015,0.38783905262331897,0.21835717487872594,0.005959696379174102,0.059800727723963505,Other_Faults,Other_Faults
0,6,0,1891,0.1537745309736016,0.0028687594569173514,0.37400948864800265,0.3829013677502678,0.003978661428299133,0.0029691876750700275,0.07949800406784141,Other_Faults,Other_Faults
0,6,0,1458,0.6042586844469815,0.00041666666666666664,0.034427373478142696,0.29720723593994103,0.02497951034029352,0.0020651142596932303,0.03664541486828139,Other_Faults,Bumps
0,6,0,1813,0.2688512170956167,0.09892083307913363,0.023407414272335406,0.3125037429998715,0.15451435615267065,0.011839038775253708,0.1299633976251181,Other_Faults,Other_Faults
0,6,0,1373,0.4857631792326514,0.0018531586021505375,0.023369691478509445,0.36215712482792833,0.04008211593518754,0.03353876168999264,0.05323596823358019,Other_Faults,Bumps
0,6,0,863,0.3657801324787848,0.0415162159390241,0.019639936860133184,0.31791913972919084,0.114924629012077,0.02030529449057314,0.11991465149021639,Dirtiness,Bumps
0,6,0,821,0.12365403136357822,0.22322273894697353,0.00750770385643725,0.31685859142875156,0.2584341298877658,0.003333333333333333,0.06698947118316,Dirtiness,Other_Faults
0,6,0,846,0.04508943146569245,0.2647888467775298,0.06121980577566131,0.4080234627714785,0.09997972657176646,0.001265563101301641,0.11963316353656993,Dirtiness,Other_Faults
0,6,0,823,0.10575475635572275,0.24527818965266854,0.007251285496044761,0.3507711120458824,0.18314418166021212,0.006127640475466561,0.10167283431400273,Dirtiness,Other_Faults
0,6,0,825,0.16566094820623228,0.17170776472598137,0.011854195091666065,0.33456628594548293,0.26060750688062956,0.006322322775263952,0.04928097637474347,Dirtiness,Other_Faults
0,6,0,857,0.14579950389327004,0.28432841634230976,0.0013898118055681143,0.26839767756442795,0.2441129977622409,0.005084502700601772,0.050887089931581336,Dirtiness,Dirtiness
0,6,0,396,0.018927879488874023,0.0,0.8693099820166035,0.08197853309834092,0.0029084967320261433,0.0,0.026875108664155312,K_Scratch,K_Scratch
0,6,0,718,0.016261995546361933,0.0,0.9254460901036962,0.04928944949453559,0.0015610859728506787,0.0,0.007441378882555353,K_Scratch,K_Scratch
0,6,0,556,0.00687200902446005,0.0,0.9354287755515068,0.05658305380787094,0.0005555555555555556,0.0,0.0005606060606060606,K_Scratch,K_Scratch
0,6,0,717,0.045929121603362336,0.0,0.816962972880812,0.11409425797131668,0.004240586864116276,0.0005555555555555556,0.018217505124836803,K_Scratch,K_Scratch
0,6,0,531,0.007868605565174236,0.0,0.9524425944039695,0.034658940864967555,0.0,0.0,0.005029859165888578,K_Scratch,K_Scratch
0,6,0,427,0.0006621747211895911,0.0,0.9831828638414509,0.0093902555550065,0.0,0.0,0.006764705882352942,K_Scratch,K_Scratch
0,6,0,552,0.015888557686992,0.002352941176470588,0.9061793236260816,0.06179264500776813,0.004617647058823529,0.0,0.009168885443864178,K_Scratch,K_Scratch
0,6,0,698,0.0008233289463682064,0.0,0.991787158997028,0.007328905995997808,0.0,0.0,6.0606060606060605e-05,K_Scratch,K_Scratch
0,6,0,646,0.0002677733908126509,0.0,0.986523914689136,0.013147705859445118,0.0,0.0,6.0606060606060605e-05,K_Scratch,K_Scratch
0,6,0,636,0.0002677733908126509,0.0,0.9960919941289808,0.003579626419600382,0.0,0.0,6.0606060606060605e-05,K_Scratch,K_Scratch
0,6,0,540,0.02178534165489075,0.0,0.8869901261305921,0.07732645566927725,0.001088235294117647,0.0,0.012809841251121898,K_Scratch,K_Scratch
0,6,0,516,0.015025734643990223,0.0,0.9264125502500796,0.04145094379475281,0.0,0.0,0.01711077131117699,K_Scratch,K_Scratch
0,6,0,652,0.004806649547335867,0.0,0.949871805465213,0.0447609389268444,0.0,0.0,0.0005606060606060606,K_Scratch,K_Scratch
0,6,0,738,0.5513088068659124,0.0022825595457174404,0.03378766619972291,0.34461461354024436,0.01125538180018931,0.0068699728686856835,0.049880999179527506,K_Scratch,Bumps
0,6,0,473,0.0005499952340101039,0.0,0.9961814047293781,0.0025121897802015945,0.0,0.0,0.0007564102564102565,K_Scratch,K_Scratch
0,6,0,680,0.0012726753515969647,0.0,0.979646111075531,0.019020607512265537,0.0,0.0,6.0606060606060605e-05,K_Scratch,K_Scratch
0,6,0,476,0.0023823798007400216,0.0,0.983452910105722,0.008869084150853081,0.0,0.0,0.005295625942684766,K_Scratch,K_Scratch
0,6,0,414,0.0016144210043182272,0.0,0.9883489681243727,0.005774598374002151,0.0,0.0,0.004262012497306615,K_Scratch,K_Scratch
0,6,0,667,0.0019243756452409922,0.0,0.9627469751185619,0.034046223529858,0.0,0.0,0.0012824257063387499,K_Scratch,K_Scratch
0,6,0,728,0.058185365258622425,0.0004,0.7436862628088708,0.1714041637894047,0.007501960784313726,0.0005555555555555556,0.018266691803232406,K_Scratch,K_Scratch
0,6,0,574,0.0030610064735194175,0.0,0.9831741113064806,0.011616040865276178,0.0005,0.0,0.0016488413547237077,K_Scratch,K_Scratch
0,6,0,471,0.0012059092125047274,0.0,0.9869765626906948,0.010051313918821388,0.0,0.0,0.0017662141779788837,K_Scratch,K_Scratch
0,6,0,421,0.17468752888276082,0.003452334501247545,0.10893886238968799,0.5524142105351949,0.0013536727822442108,0.0010229885057471263,0.1581304024031173,K_Scratch,Other_Faults
0,6,0,355,0.05997615504513295,0.07111819697916427,0.08742501919637047,0.5336604420965184,0.09600045808045307,0.0003225806451612903,0.1514971479571996,K_Scratch,Other_Faults
0,6,0,448,0.16900851023962185,0.008578814386173096,0.21445839629146465,0.42401395895056915,0.011848114600338064,0.0,0.172092205531833,K_Scratch,Other_Faults
0,6,0,681,0.0017255739023216024,0.0,0.9812156525835195,0.016998167453552523,0.0,0.0,6.0606060606060605e-05,K_Scratch,K_Scratch
0,6,0,547,0.017224413534707425,0.0,0.9112668450765676,0.060166455815578196,0.0022647058823529412,0.0,0.00907757969079372,K_Scratch,K_Scratch
0,6,0,491,0.030411957688901037,0.0,0.8685346699448968,0.08161329668680711,0.0,0.0,0.01944007567939457,K_Scratch,K_Scratch
0,6,0,619,0.0011785893300915885,0.0,0.986381371418358,0.012379433190944159,0.0,0.0,6.0606060606060605e-05,K_Scratch,K_Scratch
0,6,0,583,0.009633815513888023,0.002369565217391304,0.9144687514753089,0.06666786545914459,0.0005555555555555556,0.0003333333333333333,0.005971113445378151,K_Scratch,K_Scratch
0,6,0,557,0.0022734169162984845,0.0,0.9779053934061369,0.014957215853520625,0.0,0.0,0.004863973824043837,K_Scratch,K_Scratch
0,6,0,410,0.002790891592553521,0.0,0.9894927589740461,0.004042572230211302,0.0,0.0,0.0036737772031889683,K_Scratch,K_Scratch
0,6,0,418,0.04663441864467698,0.007061626345053226,0.6873331936804246,0.23185918002734698,0.0026419939044800304,0.0008888888888888888,0.023580698509128906,K_Scratch,K_Scratch
0,6,0,597,0.0002677733908126509,0.0,0.9830378117523777,0.01663380879620334,0.0,0.0,6.0606060606060605e-05,K_Scratch,K_Scratch
0,6,0,367,0.2681628537727066,0.0019406162464985994,0.44493047541243663,0.2406789167756683,0.01573441293955369,0.010625153677031453,0.017927571176104606,K_Scratch,K_Scratch
0,6,0,415,0.007930362035903275,0.0006060606060606061,0.9333899116923563,0.02798207170233742,0.002352941176470588,0.0,0.02773865278687125,K_Scratch,K_Scratch
0,6,0,497,0.005120393197066625,0.0,0.9664427694111305,0.013169090646773922,0.0005555555555555556,0.0,0.014712191189473138,K_Scratch,K_Scratch
0,6,0,568,0.001516181845103458,0.0,0.9760292526680472,0.01916887772689683,0.0,0.0005555555555555556,0.00273013220439691,K_Scratch,K_Scratch
0,6,0,606,0.0002677733908126509,0.0,0.9946391162036171,0.005032504344964076,0.0,0.0,6.0606060606060605e-05,K_Scratch,K_Scratch
0,6,0,42,0.15802361080517285,0.01575242212295296,0.006983149413037276,0.28772925353417195,0.4583743860523512,0.000988235294117647,0.07214894277819592,Pastry,Pastry
0,6,0,80,0.0275550601054591,0.19674496234362746,0.025434500654322897,0.493764952925356,0.08468283219906064,0.00041666666666666664,0.17140102510550748,Pastry,Other_Faults
0,6,0,4,0.03539428787411816,0.062001325948048164,0.024626417942696478,0.40891759654635224,0.30873082138482316,0.0,0.16032955030396168,Pastry,Other_Faults
0,6,0,154,0.05565016057189673,0.1726520897300371,0.0327366248712386,0.433487826754424,0.1688436246708515,0.0,0.1366296734015518,Pastry,Other_Faults
0,6,0,81,0.22540291847398966,0.08739875846924246,0.007179464150178722,0.3687795967163523,0.28010256581001375,0.00561604966975811,0.025520646710464844,Pastry,Other_Faults
0,6,0,66,0.2004357706812907,0.09001824522792554,0.0025449112262013506,0.3877162457005939,0.27044165183663654,0.006067030061914973,0.042776145265437056,Pastry,Other_Faults
0,6,0,53,0.15592724867555383,0.03011619414109851,0.007979279366108715,0.4080283126871416,0.25252268094002617,0.0010427807486631017,0.14438350344140763,Pastry,Other_Faults
0,6,0,70,0.33582834268665157,0.00898665385844554,0.018365811788249805,0.40106075997428625,0.042090572232773765,0.004874923770349388,0.18879293568924335,Pastry,Other_Faults
0,6,0,60,0.45370863542335216,0.006568658253285486,0.06186277679151842,0.34125489444230594,0.08650499088176687,0.020781826867333555,0.02931821734043728,Pastry,Bumps
0,6,0,98,0.21860248902181237,0.04616775120411155,0.0017614886874746767,0.42774681664756153,0.25438228320753425,0.008324519764148247,0.04301465146735714,Pastry,Other_Faults
0,6,0,9,0.03900481513689044,0.09588115232742497,0.025019564561242838,0.5101257853166739,0.16982595647168325,0.0,0.16014272618608452,Pastry,Other_Faults
0,6,0,110,0.15563748351590384,0.035266459334786296,0.00580045407323324,0.3226816942671595,0.3520239566111325,0.000196078431372549,0.1283938737664117,Pastry,Pastry
0,6,0,153,0.13213841284735064,0.04412083979678237,0.005380530305350656,0.2856729010694329,0.4982361236605297,0.00030303030303030303,0.03414816201752342,Pastry,Pastry
0,6,0,18,0.16459987218716626,0.06437373859682358,0.018088769743093744,0.35524190422576296,0.3628307856556081,0.005075269317213051,0.029789660274332098,Pastry,Pastry
0,6,0,6,0.04119572238880322,0.06447661407691047,0.14718626495178216,0.4607602163458985,0.12926028315178917,0.0016559139784946236,0.1554649851063217,Pastry,Other_Faults
0,6,0,150,0.1443727769381478,0.11022046594512569,0.005713863638683989,0.33690037123873023,0.3544087492462484,0.0007792207792207792,0.04760455221384298,Pastry,Pastry
0,6,0,305,0.07945067411896521,0.04456928729348335,0.023950765683349577,0.346158557358974,0.2667747209650251,0.0,0.2390959945802029,Z_Scratch,Other_Faults
0,6,0,226,0.17120702168405186,0.12538226195671467,0.0057224028868115215,0.2621031532262434,0.22176348045284794,0.0013405631027114404,0.21248111669061875,Z_Scratch,Other_Faults
0,6,0,208,0.09634247099477217,0.03842933000333965,0.0432703572080185,0.4974441351992794,0.05094662364084027,0.0,0.2735670829537503,Z_Scratch,Other_Faults
0,6,0,284,0.08874703793696322,0.08927591799147652,0.043692906456076416,0.6634612850922805,0.007282620465468538,0.031091840067193784,0.0764483919905411,Z_Scratch,Other_Faults
0,6,0,240,0.37945433247693067,0.004312811954272351,0.07895435906810531,0.3751917889015512,0.05883630793623222,0.012921718055531417,0.09032868160737662,Z_Scratch,Bumps
0,6,0,250,0.19605228633488359,0.007934556803964075,0.018392113150807448,0.4495519352830468,0.005964795285359801,0.016286836881990147,0.3058174762599481,Z_Scratch,Other_Faults
0,6,0,204,0.08076917925735756,0.032537812766076056,0.038134093696117845,0.4577474023548352,0.062404474603875215,0.0,0.32840703732173787,Z_Scratch,Other_Faults
0,6,0,280,0.1356226223729991,0.02337839753855025,0.059778225984979415,0.47195663356803763,0.002514045060802932,0.030003243659984143,0.27674683181464643,Z_Scratch,Other_Faults
0,6,0,276,0.26502743445681193,0.0,0.0795423558033257,0.506744340335208,0.007192594470738487,0.0017878787878787877,0.1397053961460374,Z_Scratch,Other_Faults
0,6,0,185,0.28324053853281433,0.0018496818808766882,0.01622054145635017,0.522589203781903,0.007714561380806673,0.0008893280632411067,0.167496144904008,Z_Scratch,Other_Faults
0,6,0,309,0.08259987033655071,0.0530342216896681,0.03719602463098207,0.439578218100103,0.06057778440763019,0.0,0.32701388083506544,Z_Scratch,Other_Faults
0,6,0,290,0.20967933709828634,0.0067260757832993765,0.018927745037497105,0.4397032425368392,0.008031728155136801,0.0003968253968253968,0.31653504599211557,Z_Scratch,Other_Faults
0,6,0,282,0.21342998818910708,0.028985938833596417,0.007359736941997692,0.35453140670784933,0.06595257436247068,0.003100718403043984,0.3266396365619346,Z_Scratch,Other_Faults
0,6,0,248,0.17421485427478736,0.006216055189093499,0.007465370064298477,0.4121905783277615,0.011640215223240174,0.01856991618836123,0.36970301073245776,Z_Scratch,Other_Faults
0,6,0,334,0.2513726813241655,0.00259283200459671,0.1234773849682785,0.48058845325342775,0.0003448275862068965,0.002522116692375313,0.13910170417094941,Z_Scratch,Other_Faults
0,6,0,242,0.22730193290654618,0.006034255146248685,0.013406385719543617,0.4403765587090281,0.0032778779528005535,0.019466348712010983,0.29013664085382174,Z_Scratch,Other_Faults
0,6,0,295,0.17380288730792579,0.0138982870125532,0.0534398063198796,0.45996675268989384,0.003105680868838764,0.012532075103109688,0.28325451069779906,Z_Scratch,Other_Faults
0,6,0,299,0.3282497000154897,0.006397167660392321,0.01899351945473889,0.3224457590154136,0.05667395536730377,0.00915894424987938,0.2580809542367821,Z_Scratch,Bumps
0,6,0,322,0.16662448226598617,0.004333399431353076,0.0546406165200195,0.46326389427637843,0.008978153030784607,0.003999909511450112,0.29815954496402797,Z_Scratch,Other_Faults
0,6,0,765,0.10858315298546785,0.002242840005997901,0.036469962511930666,0.16446839854498913,0.018667762825159938,0.6509293865047685,0.018638496621685867,Stains,Stains
0,6,0,774,0.029848838461120946,0.002526315789473684,0.03987271713324896,0.09019816658801114,0.007465226134068181,0.8279445352671178,0.0021442006269592477,Stains,Stains
0,6,0,747,0.048287150390728624,0.0025542878174457124,0.047256311921956416,0.09407329974378677,0.009528667335969567,0.796638792106883,0.0016614906832298137,Stains,Stains
0,6,0,801,0.015392488879191505,0.001039136302294197,0.054640593740978016,0.0922661859882616,0.0061220311200820944,0.8301047813604966,0.00043478260869565214,Stains,Stains
0,6,0,739,0.14095966685736808,0.03762400481576764,0.04467453026408199,0.6927774120621873,0.0034079243033359025,0.023980852310223004,0.056575609387035604,Stains,Other_Faults
0,6,0,792,0.017906941232767995,0.0,0.018533251975598904,0.050609794757568986,0.004563401136374712,0.9069970935522889,0.0013895173453996985,Stains,Stains
0,6,0,770,0.13304915446062068,0.018641230187955465,0.03621976504737653,0.41094158004063297,0.020241699128622666,0.32341476096653,0.05749181016826176,Stains,Other_Faults
0,7,0,907,0.30055588280672924,0.005747234031014724,0.030693213875455077,0.4989581983006105,0.007766105841309401,0.0027509868794498775,0.15352837826543106,Bumps,Other_Faults
0,7,0,1205,0.4444392347926589,0.0008625541125541125,0.023453093190050102,0.3992677290764636,0.002990338164251207,0.0038974882600422765,0.12508956240398014,Bumps,Bumps
0,7,0,1074,0.37878401716184046,0.011841557521171695,0.030206632123252645,0.416645113228679,0.024084875243993206,0.056425491629942696,0.0820123130911204,Bumps,Other_Faults
0,7,0,939,0.3630498571970364,0.005466174767603042,0.012994194851585619,0.36636319656616867,0.09647840963146764,0.0023114414355185024,0.15333672555062003,Bumps,Other_Faults
0,7,0,1173,0.5621181170418652,8.23045267489712e-05,0.019834321018073704,0.37512109770845936,0.028447536592813093,0.006566641471964787,0.0078299816400751,Bumps,Bumps
0,7,0,1247,0.5445934934664364,0.010434289287504547,0.03461767564477894,0.33496081565990415,0.02740947201891478,0.01623013089691274,0.03175412302554816,Bumps,Bumps
0,7,0,1092,0.4907690023190888,0.0025444894006985508,0.060051468905754704,0.3903048131906263,0.021589996124947865,0.010769803544794263,0.023970426514089437,Bumps,Bumps
0,7,0,932,0.38065105760549295,0.006379086958978231,0.08049284644526508,0.4149990284000675,0.07959471704027168,0.014396330981616256,0.023486932568307847,Bumps,Other_Faults
0,7,0,1153,0.14405696056642714,0.011634750824544635,0.21690907982563026,0.4853871175670965,0.00934462573930429,0.0015025641025641027,0.1311649013744328,Bumps,Other_Faults
0,7,0,1087,0.5814465588913799,0.0008592417620632248,0.02237341965330373,0.32128474909134974,0.028569379134605687,0.010906231459810194,0.034560420007487436,Bumps,Bumps
0,7,0,1229,0.4581410376668687,0.002884362213129337,0.014217715978903313,0.3914121111138632,4.5662100456621e-05,0.013602750603909633,0.11969636032286939,Bumps,Bumps
0,7,0,1254,0.12571601375127653,0.07406721365612076,0.019085546661395145,0.3673681350561232,0.2366090998577544,0.00394487639553429,0.17320911462179556,Bumps,Other_Faults
0,7,0,1218,0.5325666267075407,0.0005595238095238095,0.013164630566918576,0.3415246051550701,0.001312918809412498,0.008351548279071808,0.10252014667246245,Bumps,Bumps
0,7,0,980,0.5276487183723232,0.021326132524479437,0.013430206245961846,0.31715030934933813,0.07760560712041714,0.01262818637551028,0.030210840011969914,Bumps,Bumps
0,7,0,1263,0.23382680799322267,0.01380850191759908,0.03161125347740386,0.4218629800128057,0.15446125811213957,0.0003448275862068965,0.14408437090062212,Bumps,Other_Faults
0,7,0,1259,0.5118841411185621,0.0009312165708801389,0.04722801456217041,0.3339918509330159,0.0416991544491001,0.0016789399301751068,0.06258668243609593,Bumps,Bumps
0,7,0,1001,0.5646778647998931,0.00045267489711934157,0.022301409904772234,0.3329722341367305,0.03968109338432062,0.022506421320488613,0.01740830155667545,Bumps,Bumps
0,7,0,1134,0.10999044954099726,0.00166251747844542,0.3316090314483074,0.4067379879224607,0.008609755339486425,0.0005555555555555556,0.14083470271474724,Bumps,Other_Faults
0,7,0,869,0.14754130709115976,0.022377769990054586,0.05739532245847798,0.3470816354674728,0.3053150888219296,0.0009508881922675026,0.11933798797863762,Bumps,Other_Faults
0,7,0,1072,0.41007972311986307,0.009133070182661686,0.014415296043765886,0.42874304444808575,0.008136513377530748,0.017256345007008966,0.11223600782108395,Bumps,Other_Faults
0,7,0,884,0.5797156939665147,0.002227458665426501,0.040759040461098524,0.28431021691349634,0.040457279843052196,0.007462410946837199,0.04506789920357466,Bumps,Bumps
0,7,0,1138,0.06245397775948862,0.04910999227241458,0.02466472025201079,0.398659913033528,0.2643979516380742,0.0,0.20071344504448368,Bumps,Other_Faults
0,7,0,1023,0.4884851965007075,0.007357498440069879,0.025541521668353755,0.31062962506624797,0.09319994497774474,0.018894037233251913,0.05589217611362421,Bumps,Bumps
0,7,0,1210,0.24367137508905468,0.003022741175885192,0.03525531822256095,0.3798018557516839,0.008858396018612737,0.011423878351198331,0.3179664353910043,Bumps,Other_Faults
0,7,0,1149,0.22196275446884994,0.0023860315963776667,0.059306153543620205,0.42457850391004726,0.008525736569439597,0.002834222049318451,0.2804065978623469,Bumps,Other_Faults
0,7,0,1058,0.4076336523595556,0.006081649760278026,0.036419736957352525,0.427216211314756,0.029151933696864113,0.023130519693388543,0.07036629621780492,Bumps,Other_Faults
0,7,0,1083,0.1600361812537692,0.015113009353881473,0.10784450425670584,0.457171196663205,0.07503399414439234,0.0,0.18480111432804602,Bumps,Other_Faults
0,7,0,872,0.5328567061741354,0.003165249601848036,0.1057659950555956,0.3168133916451216,0.013122395206951312,0.01589460144156011,0.0123816608747878,Bumps,Bumps
0,7,0,1142,0.23288051346754712,0.006042088544768711,0.045333751205366236,0.5813727550176325,0.003075515580310101,0.007463632462298104,0.12383174372207716,Bumps,Other_Faults
0,7,0,1104,0.1433526224864128,0.01353180000384262,0.04406392319680915,0.5517621248358565,0.008264061382942691,0.0007792207792207792,0.23824624731491528,Bumps,Other_Faults
0,7,0,992,0.37355466477103483,0.009388102282541604,0.03965432897435114,0.45512573055009226,0.017967506256048205,0.022506078211401395,0.08180358895453033,Bumps,Other_Faults
0,7,0,1209,0.4850062228354627,0.0010014430014430014,0.012622379453239291,0.382144766782246,0.005789609681264661,0.004129942517479925,0.10930563572886441,Bumps,Bumps
0,7,0,1211,0.25179737559321314,0.0070656113484262265,0.009967935763997484,0.40672888648831723,0.03198803481664059,0.0032099840000165154,0.2892421719893889,Bumps,Other_Faults
0,7,0,957,0.4434343964437212,0.001905055849500294,0.045270650533228485,0.43589713016504744,0.02670715535968525,0.021091952229945813,0.025693659418871414,Bumps,Bumps
0,7,0,1194,0.4426746419872058,0.005583356020477413,0.04898615852047912,0.39155397276490284,0.06061116567695242,0.020258583177398926,0.03033212185258329,Bumps,Bumps
0,7,0,1059,0.5873345690117594,0.0,0.021672323983961038,0.3175868722214659,0.017769474751964717,0.011897205287748404,0.043739554743100734,Bumps,Bumps
0,7,0,1111,0.23343465462156698,0.0724622247421417,0.08721958181898035,0.5012749108799186,0.0015554660220252483,0.012994284664631466,0.0910588772507356,Bumps,Other_Faults
0,7,0,1201,0.33714074248121806,0.0038694031854661346,0.03332308009754539,0.44084576543416093,0.0047854125460894195,0.011756189966114636,0.1682794062894051,Bumps,Other_Faults
0,7,0,969,0.12144762248754482,0.017769513305415943,0.24205649997013293,0.5579305181298118,0.0027549019607843134,0.004016942699701321,0.054024001446608974,Bumps,Other_Faults
0,7,0,1126,0.40756374229315545,0.009921738082237399,0.01723669115245844,0.42216315734355775,0.01596654560260352,0.001503252494631805,0.1256448730313556,Bumps,Other_Faults
0,7,0,1382,0.06472861803322828,0.0032830404889228415,0.3924429161086857,0.5230256295156344,0.0021753246753246753,0.001088235294117647,0.013256235884086198,Other_Faults,Other_Faults
0,7,0,1312,0.06407028234864322,0.0701745990230527,0.006516077782413778,0.43123717679635865,0.27186709936928805,0.0005263157894736842,0.15560844889077008,Other_Faults,Other_Faults
0,7,0,1929,0.2242432267224638,0.004865409011303478,0.08674379525649918,0.44106819854899404,0.012238785534891545,0.006981242116729733,0.22385934280911815,Other_Faults,Other_Faults
0,7,0,1338,0.14965855825129962,0.02053563797240118,0.0052102592254350015,0.5283291280448446,0.14344039343394102,0.0008225806451612903,0.15200344242691738,Other_Faults,Other_Faults
0,7,0,1543,0.05344934925365729,0.015415141214754824,0.309258737183221,0.3754565546480481,0.04645319725311838,0.0,0.19996702044720063,Other_Faults,Other_Faults
0,7,0,1535,0.052649834382977906,0.01688665146320196,0.13806655043192131,0.490338881005208,0.057399650829898924,0.0,0.24465843188679162,Other_Faults,Other_Faults
0,7,0,1279,0.1351267140891991,0.07049463324318028,0.002928289826103847,0.3238506735714215,0.27175141986161055,0.0006277056277056277,0.19522056378077893,Other_Faults,Other_Faults
0,7,0,1526,0.11418654673438937,0.02497874935459388,0.07055299685254131,0.5746811255042062,0.032208057397466815,0.0,0.18339252415680232,Other_Faults,Other_Faults
0,7,0,1429,0.18453734220911222,0.08170061297909764,0.0017929573031974014,0.40871460128329873,0.2105005849794984,0.0008391608391608392,0.1119147404066346,Other_Faults,Other_Faults
0,7,0,1866,0.06276776549426856,0.05715205966245177,0.051638453189376377,0.7343901802206022,0.01891869561260663,0.028370792381234914,0.04676205343945943,Other_Faults,Other_Faults
0,7,0,1501,0.0777944889549693,0.046414279461793495,0.028036631561610882,0.44781592881199195,0.17208307956245072,0.0,0.22785559164718344,Other_Faults,Other_Faults
0,7,0,1520,0.09927027391888066,0.09713198659446144,0.008768097660455025,0.41537694896330424,0.262036546114263,0.0021540214171793122,0.11526212533145624,Other_Faults,Other_Faults
0,7,0,1498,0.08009849382367781,0.02483532296986076,0.03205415612156059,0.5146378430030315,0.04491987419172717,0.0,0.3034543098901419,Other_Faults,Other_Faults
0,7,0,1731,0.205446140547209,0.011201950010818487,0.016803926500693404,0.49637100628383174,0.029195349324016837,0.006282225777587049,0.23469940155584332,Other_Faults,Other_Faults
0,7,0,1663,0.15440678888958606,0.10785219684244918,0.004380549211035594,0.359340744569855,0.3301945688944536,0.0009906759906759908,0.042834475601944116,Other_Faults,Other_Faults
0,7,0,1803,0.33008630191027166,0.003727269935087273,0.011289136524347989,0.4212066267560808,0.01409984163486236,0.029168574818817766,0.19042224842053218,Other_Faults,Other_Faults
0,7,0,1287,0.18158104618021728,0.0921111735499673,0.004188626526583207,0.3756705733568308,0.2664479347687443,0.0036050804372785793,0.07639556518037828,Other_Faults,Other_Faults
0,7,0,1770,0.22476989558530025,0.007663818098413619,0.048930882867681345,0.6143446261085698,0.00582077741599738,0.007438413035660745,0.09103158688837681,Other_Faults,Other_Faults
0,7,0,1611,0.49518501455300146,0.03148647015947501,0.006501139037492592,0.30389423576017366,0.07133812926761003,0.016022057117433226,0.07557295410481395,Other_Faults,Bumps
0,7,0,1760,0.20521848567319678,0.08464735463973351,0.003625735025762645,0.28562661286664726,0.2897104853621065,0.004023900330536487,0.12714742610201665,Other_Faults,Pastry
0,7,0,1673,0.08603394076277115,0.20929426059649192,0.005639520831073195,0.25540429469870113,0.39594218701712464,0.011357466063348415,0.036328330030489665,Other_Faults,Pastry
0,7,0,1397,0.37644557100059634,0.013326145491280637,0.026122627753855657,0.4229617708559602,0.046673024518127056,0.0008013348903237624,0.11366952548985633,Other_Faults,Other_Faults
0,7,0,1739,0.494655903893087,0.005603177004278481,0.0123252034018361,0.28888623028276544,0.06911170073231547,0.0031777617728745806,0.1262400229128427,Other_Faults,Bumps
0,7,0,1892,0.12913183517825366,0.052252355412071065,0.0732054491495141,0.5370997291383948,0.006307582747063967,0.0509066545538633,0.15109639382083914,Other_Faults,Other_Faults
0,7,0,1702,0.06192004393261201,0.04216104154288191,0.024211143127111097,0.47234150713766243,0.045703529484192026,0.0003225806451612903,0.3533401541303791,Other_Faults,Other_Faults
0,7,0,1291,0.04386795451039016,0.09201071542061116,0.06099369778120581,0.42517255988753067,0.18879240038178768,0.0028125,0.18635017201847437,Other_Faults,Other_Faults
0,7,0,1841,0.15331842288738204,0.0328550744539119,0.052460504461706824,0.7069934000543608,0.005326228172643586,0.018467454545089634,0.030578915424904794,Other_Faults,Other_Faults
0,7,0,1761,0.32356951433398007,0.0023605409257210926,0.0238485404308205,0.5334005265229249,0.0034066801853711404,0.0065988147610240465,0.10681538284015828,Other_Faults,Other_Faults
0,7,0,1593,0.17842134707548174,0.006280068429316924,0.032943780177313434,0.4512475047034783,0.013356252396629324,0.0008545454545454545,0.31689650176323464,Other_Faults,Other_Faults
0,7,0,1365,0.1683917462481481,0.020868337649791235,0.050487374523738617,0.6262460462047268,0.002987291404639942,0.041923686605287704,0.08909551736366743,Other_Faults,Other_Faults
0,7,0,1682,0.25131661803236677,0.02147739153576804,0.010809417196069308,0.37911118813557215,0.03565753098245567,0.006982508692649879,0.29464534542511805,Other_Faults,Other_Faults
0,7,0,1307,0.15881066152114523,0.05998988037970149,0.003752593447748271,0.4045821847321306,0.3170978492604839,0.0043479240481528805,0.05141890661063725,Other_Faults,Other_Faults
0,7,0,1919,0.3703098341632585,0.0019153677572927752,0.017482011816379487,0.4789307822451635,0.0028324517045077214,0.007954493247748983,0.12057505906564879,Other_Faults,Other_Faults
0,7,0,1775,0.314640864813546,0.004767628884646619,0.019525610015292426,0.47493303544957405,0.004889279890083729,0.02026536153011747,0.16097821941673957,Other_Faults,Other_Faults
0,7,0,1318,0.20886841842240092,0.016353999462137926,0.023107766374629347,0.6000159767016091,0.031129298879443257,0.01004616441836616,0.11047837574141338,Other_Faults,Other_Faults
0,7,0,1743,0.22839185357911657,0.00306759675975061,0.04371826883608626,0.6136985688137108,4.5662100456621e-05,0.004161478804774532,0.10691657110610443,Other_Faults,Other_Faults
0,7,0,1897,0.22540676841865218,0.001255990584757708,0.07826704408369156,0.5100919120325837,0.002313041779601006,0.0015988086229033272,0.1810664344778102,Other_Faults,Other_Faults
0,7,0,1855,0.16676142006985695,0.025512747981993465,0.0031416723591983957,0.3861323348908721,0.3137020053460331,0.0012708333333333332,0.10347898601871253,Other_Faults,Other_Faults
0,7,0,1577,0.02330467325185659,0.274440387722358,0.02181799796893861,0.37360730380872015,0.2021143148743382,0.0,0.10471532237378826,Other_Faults,Other_Faults
0,7,0,1283,0.1998842885419219,0.10799872014969168,0.0025007547005534863,0.32167648751818595,0.2776420770895742,0.00015151515151515152,0.09014615684855765,Other_Faults,Other_Faults
0,7,0,1366,0.18566796795003446,0.029281664702528052,0.05341431987260448,0.6150565129790487,0.011891548838810504,0.03528384951355303,0.06940413614342082,Other_Faults,Other_Faults
0,7,0,1414,0.36343782415923753,0.013007770459109365,0.10110730491067384,0.36728115281537677,0.0881738305884793,0.023782693307211014,0.04320942375991212,Other_Faults,Other_Faults
0,7,0,1754,0.15306945086460147,0.011666070883223443,0.06975106211802266,0.43921305240858627,0.0006804447091522732,0.02102436146937996,0.30459555754703377,Other_Faults,Other_Faults
0,7,0,1899,0.22606812991308953,0.0159221964396625,0.1426050051647465,0.47589741288491794,0.00189225300954753,0.0030171256511339895,0.13459787693690198,Other_Faults,Other_Faults
0,7,0,1320,0.14906621238284717,0.019403607102415506,0.01973040302079877,0.6552525409726287,0.05930760084067519,0.005181552924199984,0.09205808275643448,Other_Faults,Other_Faults
0,7,0,1937,0.20849574215935646,0.005181241592206858,0.11551707999191985,0.5055267802227529,0.0020092248534930583,0.008280276038560045,0.15498965514171112,Other_Faults,Other_Faults
0,7,0,1879,0.33866872324096353,0.0013259206546877781,0.015899163328498275,0.4983669507460414,0.0015975888970642688,0.011976813080613033,0.1321648400521316,Other_Faults,Other_Faults
0,7,0,1647,0.4308529381315293,0.0045713317456447895,0.035817951306748905,0.3527502168550296,0.1079606235187609,0.0244664627225233,0.043580475719763215,Other_Faults,Bumps
0,7,0,1601,0.07386771259529694,0.04866914660316714,0.030290909406840004,0.38286644691261484,0.17757999341590439,0.0003225806451612903,0.28640321042101535,Other_Faults,Other_Faults
0,7,0,1394,0.12034966061647032,0.03913818781021374,0.016894445880140607,0.73143217387859,0.007816856405599893,0.04350053558615417,0.0408681398228308,Other_Faults,Other_Faults
0,7,0,1881,0.20709515785414495,0.03559136911568904,0.08624313051279088,0.4691229714332937,0.00365648211875431,0.041384830718274854,0.15690605824705237,Other_Faults,Other_Faults
0,7,0,1585,0.11609828179265329,0.07332703480174257,0.008791455233014443,0.41899623555729376,0.1325202956600084,0.002550125313283208,0.2477165716420043,Other_Faults,Other_Faults
0,7,0,1510,0.25147283424352357,0.002474373465572531,0.0248046746889037,0.45954210003305124,0.006493213057598371,0.005235641346423358,0.24997716316492696,Other_Faults,Other_Faults
0,7,0,1519,0.15903356704360302,0.011896635829488276,0.01869347188950431,0.494360522014251,0.23798637250073112,0.002287580432359652,0.07574185029006231,Other_Faults,Other_Faults
0,7,0,1309,0.36597049464820264,0.003423171515665272,0.0181443125310904,0.35583948765606527,0.07427888347211928,0.004843130731825649,0.17750051944503142,Other_Faults,Bumps
0,7,0,1936,0.23982193332127236,0.006885923827419782,0.05017799518423334,0.5601341864306053,0.008360002450123057,0.009898040480842571,0.12472191830550367,Other_Faults,Other_Faults
0,7,0,1858,0.07465818783946547,0.04153998488404175,0.033401559416307756,0.8036845441709742,0.002133062880324544,0.02419763870164274,0.020385022107243137,Other_Faults,Other_Faults
0,7,0,1447,0.5108737838437564,0.0006984126984126985,0.03472325814773008,0.34586385735253083,0.015974769485256078,0.0034413359788359795,0.08842458249347816,Other_Faults,Bumps
0,7,0,1873,0.0644926823875895,0.053875433640087324,0.03293935043157648,0.7959991345452738,0.006985188833640847,0.024482502238576,0.021225707923255843,Other_Faults,Other_Faults
0,7,0,1920,0.2266611807793448,0.01907717368088806,0.11990746243713518,0.5235240279234425,0.003182095559470725,0.0024217860660245834,0.10522627355369421,Other_Faults,Other_Faults
0,7,0,1902,0.1214551974805051,0.047921369239581006,0.04055307834164733,0.6893774719061748,0.006936383406470281,0.054091885805932396,0.039664613819688735,Other_Faults,Other_Faults
0,7,0,1297,0.1651313158659153,0.03143768841120162,0.008527901056889631,0.4969788472422216,0.24164332939668423,0.001682722625125803,0.054598195401961924,Other_Faults,Other_Faults
0,7,0,1938,0.21637397717982648,0.022374038741123772,0.14161632195667834,0.4477968610028302,0.01978929504547434,0.0062904937727572595,0.14575901230130953,Other_Faults,Other_Faults
0,7,0,1302,0.10222767964343729,0.01752611572589969,0.0020243201376383357,0.35530364301949324,0.4700878458867323,0.0,0.05283039558679891,Other_Faults,Pastry
0,7,0,1618,0.2880364846781327,0.0042391128364699234,0.020794898476524493,0.4484596222987092,0.03240352132088021,0.013363540268038371,0.19270282012124493,Other_Faults,Other_Faults
0,7,0,1800,0.1660964193578629,0.03148609798178165,0.05448554080389794,0.5439921276091721,0.029687344729732886,0.024480853952096614,0.14977161556545587,Other_Faults,Other_Faults
0,7,0,1758,0.16063482351086777,0.052028968434535194,0.07823613023504665,0.5523496147298272,0.005026852374678461,0.027766336487617293,0.12395727422742718,Other_Faults,Other_Faults
0,7,0,854,0.03302691666563911,0.5256969067131617,0.004197955647867105,0.14639139504522816,0.2514694216205501,0.0,0.039217404307553556,Dirtiness,Dirtiness
0,7,0,858,0.14215205298627834,0.18405447340280495,0.00337083123427596,0.3336442140053489,0.22316200602103134,0.010348504244428671,0.10326791810583176,Dirtiness,Other_Faults
0,7,0,818,0.13673844249728564,0.26331496457281056,0.0012920559918547779,0.30252853260997203,0.2543503670810149,0.00015151515151515152,0.04162412209554671,Dirtiness,Other_Faults
0,7,0,836,0.2524268202680404,0.011961584779450586,0.04953150396699144,0.421578132876627,0.017999682849761278,0.042328063608015214,0.20417421165111416,Dirtiness,Other_Faults
0,7,0,859,0.15725760547955264,0.2495435954971172,0.0021651649090813417,0.2725824725116007,0.26994980657559625,0.002319652025534379,0.046181703001517194,Dirtiness,Other_Faults
0,7,0,826,0.1415559652480035,0.1509119409712027,0.009845733238589728,0.31835659724552956,0.146222023439335,0.018085316631206973,0.21502242322613252,Dirtiness,Other_Faults
0,7,0,635,0.0006625570320939883,0.0,0.9921144153849752,0.006680975129858047,0.00022988505747126436,0.0,0.00031216739560134874,K_Scratch,K_Scratch
0,7,0,649,0.016906437547440315,0.0038460038986354774,0.8533492800645347,0.09797711848324737,0.003661257606490872,0.0036315789473684214,0.02062832345228234,K_Scratch,K_Scratch
0,7,0,548,0.007671985868882256,0.0,0.9444847280631993,0.038826315392768866,0.0015202076381164256,0.0,0.007496763037032836,K_Scratch,K_Scratch
0,7,0,357,0.23734273063727,0.007169753730490979,0.24896329155082467,0.4291258090973816,0.00897670905204335,0.027636985062089194,0.04078472086990009,K_Scratch,Other_Faults
0,7,0,429,0.001013898577963808,0.0,0.993173610178464,0.004973064163609286,0.0,0.0,0.0008394270799628982,K_Scratch,K_Scratch
0,7,0,570,0.01008165203658624,0.0005714285714285714,0.9420763854615228,0.038819464250906544,0.005166930109605831,0.0005714285714285714,0.0027127109985209934,K_Scratch,K_Scratch
0,7,0,363,0.22487323216072874,0.009522762921705117,0.3509626262947514,0.3111836410175252,0.06768144234118485,0.014865532170891108,0.020910763093213384,K_Scratch,K_Scratch
0,7,0,382,0.16077723966015336,0.00679020151240657,0.21798751536273486,0.4902524327316315,0.02239747191334854,0.0005,0.10129513881972504,K_Scratch,Other_Faults
0,7,0,463,0.0009067302045415646,0.0,0.9923450396511518,0.005997038358461339,0.0,0.0,0.0007511917858452512,K_Scratch,K_Scratch
0,7,0,537,0.002250792326211635,0.0006666666666666666,0.9584046149106611,0.029093710293349256,0.0020403425738111337,0.0,0.007543873229299593,K_Scratch,K_Scratch
0,7,0,482,0.0003804144150678804,0.0,0.986870801917781,0.010332885998952943,0.001764705882352941,0.0,0.0006511917858452513,K_Scratch,K_Scratch
0,7,0,605,0.09507193932850079,0.0038962025347979057,0.5082293203112439,0.32152312571862796,0.0024429558405755685,0.0011225806451612905,0.06771387562109248,K_Scratch,K_Scratch
0,7,0,736,0.03154758755582547,0.00019801980198019803,0.7998027022485245,0.11196951296507925,0.005169222804633404,0.0,0.051312954623956755,K_Scratch,K_Scratch
0,7,0,539,0.09911434353076772,0.015770675485487672,0.22446368244995538,0.4747902565906297,0.022420352700768777,0.0005263157894736842,0.16291437345291704,K_Scratch,Other_Faults
0,7,0,696,0.0006625570320939883,0.0,0.9861759452882854,0.012286111893214461,0.00022988505747126436,0.0,0.0006455007289346821,K_Scratch,K_Scratch
0,7,0,532,0.006856003500965807,0.0,0.9534919946649238,0.03687298740123512,0.00022988505747126436,0.0,0.0025491293754037335,K_Scratch,K_Scratch
0,7,0,545,0.02719828951855602,0.00037037037037037035,0.8245622477305109,0.12041570809410797,0.0021084429322340724,0.0,0.025344941354220208,K_Scratch,K_Scratch
0,7,0,529,0.014371260799631741,0.0,0.9336198035708912,0.04648007267329621,0.0,0.0,0.005528862956180959,K_Scratch,K_Scratch
0,7,0,715,0.03859302445816348,0.0034578005115089515,0.8324527306757684,0.09588132173368007,0.012075763193671983,0.0023789473684210525,0.015160412058785454,K_Scratch,K_Scratch
0,7,0,666,0.09636500570761558,0.007668797420705486,0.4040876180387707,0.34227826566929925,0.007572023925081583,0.0008966861598440545,0.14113160307868344,K_Scratch,K_Scratch
0,7,0,366,0.17304860281730894,0.0032504396113597956,0.27461904245540714,0.4258430172492092,0.04936577303161212,0.005555604533088538,0.06831752030201439,K_Scratch,Other_Faults
0,7,0,349,0.16910009971011658,0.0027696039986979193,0.502815755323549,0.2639421980431252,0.03370428630822894,0.011880710820990268,0.01578734579529202,K_Scratch,K_Scratch
0,7,0,538,0.0012507923262116355,0.0,0.9745504056495403,0.021370721407787258,0.0005524657026325547,0.0,0.0022756149138276546,K_Scratch,K_Scratch
0,7,0,609,0.0054108146568222016,0.0,0.9294227043833214,0.04949478755949526,0.00733709157644249,0.0,0.00833460182391813,K_Scratch,K_Scratch
0,7,0,640,0.0006625570320939883,0.0,0.9801952061682551,0.01860018434657807,0.00022988505747126436,0.0,0.00031216739560134874,K_Scratch,K_Scratch
0,7,0,423,0.004726488877241414,0.0,0.9785557067443329,0.014906155076240475,0.0,0.0,0.0018116493021851205,K_Scratch,K_Scratch
0,7,0,553,0.016052084867314815,0.0,0.9075042294403178,0.05945256542323359,0.003716630066736997,0.0,0.013274490202396077,K_Scratch,K_Scratch
0,7,0,470,0.0030227432764369892,0.0005555555555555556,0.9709015583990017,0.019961916239438292,0.002875816993464052,0.0,0.002682409536103249,K_Scratch,K_Scratch
0,7,0,504,0.002484188910651863,0.0,0.9755814962877557,0.019309969329444253,0.0005524657026325547,0.0,0.0020718797695152605,K_Scratch,K_Scratch
0,7,0,565,0.0047040577764394355,0.0,0.9731558408788049,0.020409024501438763,0.00022988505747126436,0.0,0.001501191785845251,K_Scratch,K_Scratch
0,7,0,589,0.09403924833609706,0.004086149624744995,0.504159930691033,0.29508906542533797,0.0029472340091151973,0.0012966861598440547,0.09838168575382737,K_Scratch,K_Scratch
0,7,0,546,0.012934093811243259,0.0,0.9255324073018518,0.04670233733810175,0.003716630066736997,0.0,0.011114531482065839,K_Scratch,K_Scratch
0,7,0,498,0.0015354001700536354,0.0,0.9859716379676681,0.0059548084541771054,0.0,0.0,0.006538153408100991,K_Scratch,K_Scratch
0,7,0,477,0.0015694541335193632,0.0,0.9923192949675311,0.005271823818986589,0.0,0.0,0.0008394270799628982,K_Scratch,K_Scratch
0,7,0,371,0.20294845977212833,0.003589387367850366,0.3865253865626904,0.3342969716638606,0.01804296241881786,0.025815038058691547,0.028781794155960935,K_Scratch,K_Scratch
0,7,0,436,0.1177917318916968,0.01735292091876653,0.3083569794406802,0.3395670547882254,0.013689993644985904,0.0006828703703703704,0.20255844894527464,K_Scratch,Other_Faults
0,7,0,689,0.0006625570320939883,0.0,0.991127367495644,0.007112467463633663,0.0007854406130268199,0.0,0.00031216739560134874,K_Scratch,K_Scratch
0,7,0,716,0.038373653995642375,0.0027621483375959077,0.8337486955671425,0.10517974509570878,0.007958116134848451,0.0,0.011977640869061563,K_Scratch,K_Scratch
0,7,0,481,0.0003804144150678804,0.000588235294117647,0.9783413901530751,0.014744650704835294,0.002352941176470588,0.0,0.0035923682564334867,K_Scratch,K_Scratch
0,7,0,69,0.4262324520391311,0.0015709381783436819,0.02605567048471189,0.33619122718616334,0.08158538597609923,0.007061092093585675,0.12130323404196475,Pastry,Bumps
0,7,0,91,0.09056326686437316,0.04795012485645762,0.02058379479074781,0.2582445910188331,0.38883213620908946,0.0,0.19382608626049894,Pastry,Pastry
0,7,0,84,0.5543951607945448,0.0009312165708801389,0.0247097985694376,0.29121809406738675,0.03905076089997489,0.00048598891464344645,0.08920898018313235,Pastry,Bumps
0,7,0,100,0.34475336764550085,0.034492737873747646,0.030464382969088377,0.35933884142283895,0.10146217806180792,0.05276583625401665,0.07672265577299947,Pastry,Other_Faults
0,7,0,25,0.13601596059125082,0.008335526677838483,0.02650475211680689,0.4810923218270125,0.2782404648946171,0.001807994956280487,0.06800297893619346,Pastry,Other_Faults
0,7,0,156,0.13449809268253582,0.04614138518237689,0.006601127695449809,0.39767009506830747,0.3515220227188445,0.003115788152859091,0.06045148849962621,Pastry,Other_Faults
0,7,0,102,0.18242139030238597,0.013123600223230265,0.012791963241478476,0.2771751568148917,0.45986443521053916,0.0006451612903225806,0.05397829291715176,Pastry,Pastry
0,7,0,114,0.03610001861345926,0.19306957576878278,0.0030804852022648164,0.3523399272295667,0.3503287330872585,0.0,0.06508126009866785,Pastry,Other_Faults
0,7,0,119,0.026290465419228113,0.09872819584861317,0.0165123309256109,0.33029715994134407,0.4033046728480664,0.0,0.12486717501713729,Pastry,Pastry
0,7,0,64,0.4034772567174288,0.0018161992898814113,0.10875525582152887,0.39776639679928705,0.03881698081471391,0.011436863528442807,0.03793104702871695,Pastry,Bumps
0,7,0,129,0.11655069109658368,0.032068163927010195,0.007620700318891871,0.32278116702158166,0.46717455699634514,0.0015404040404040403,0.0522643165991833,Pastry,Pastry
0,7,0,61,0.41364674004885676,0.003876552716216284,0.044588058200413165,0.33895384193080763,0.12045084184304346,0.008854102350830164,0.06962986290983214,Pastry,Bumps
0,7,0,130,0.13616890005876392,0.07871935395164888,0.004017268859922981,0.33848520136810784,0.30509488034098203,0.0016666666666666666,0.13584772875390752,Pastry,Other_Faults
0,7,0,126,0.03369215944455941,0.10450566440420804,0.01650317920574572,0.3109720960048276,0.39054269065859315,0.0,0.14378421028206614,Pastry,Pastry
0,7,0,72,0.2477090014632936,0.055207537758249874,0.006802712563189099,0.2941587353662857,0.2282816406101427,0.0027836196062002517,0.16505675263263853,Pastry,Other_Faults
0,7,0,125,0.03613321159631938,0.10173080422203817,0.00785914523184795,0.3966111446722755,0.3064702469425842,0.0,0.15119544733493495,Pastry,Other_Faults
0,7,0,209,0.022649777365544813,0.02507546819144695,0.09192751989186222,0.5480533675252882,0.11244627314405788,0.0,0.1998475938817996,Z_Scratch,Other_Faults
0,7,0,173,0.1338711952147345,0.15059230479034022,0.009923639489769638,0.3215669134897323,0.14358125039616962,0.019510437404153834,0.22095425921509979,Z_Scratch,Other_Faults
0,7,0,216,0.07339302544444777,0.049447727673421295,0.024020283226561145,0.41105121932089,0.15016433591105607,0.0009090909090909091,0.2910143175145326,Z_Scratch,Other_Faults
0,7,0,169,0.12676733191252812,0.02964367914573057,0.0044597821620673975,0.48562484781561166,0.151318757012851,0.00035714285714285714,0.2018284590940686,Z_Scratch,Other_Faults
0,7,0,198,0.3643899786566688,0.010047854093199176,0.01757364137133635,0.4627117292322809,0.00852190735479354,0.003993572727791304,0.13276131656393017,Z_Scratch,Other_Faults
0,7,0,294,0.3745479135562026,0.0022613804447064066,0.0289072478135079,0.4080117769684358,0.031065406915149668,0.0015145510835913312,0.15369172321840635,Z_Scratch,Other_Faults
0,7,0,179,0.39298412069913446,0.007480092935062855,0.019564621963513728,0.41374475996145144,0.015147557113657445,0.0030902870303195456,0.1479885602968608,Z_Scratch,Other_Faults
0,7,0,223,0.1225688602250739,0.019242492968217263,0.02245909046691843,0.5385632850704446,0.03689031215169056,0.0,0.26027595911765516,Z_Scratch,Other_Faults
0,7,0,287,0.34435622788291087,0.0031391323098154222,0.055935209474533926,0.3306958068554988,0.015416244819867813,0.003279469498509746,0.24717790915886342,Z_Scratch,Bumps
0,7,0,279,0.26689987420977945,0.011196670674906874,0.013007372970991065,0.3096578857310817,0.059229263072514554,0.003994587046616973,0.3360143462941092,Z_Scratch,Z_Scratch
0,7,0,191,0.3422201474219613,0.006647077970090845,0.01867093184180119,0.43385009386538653,0.03120855229418711,0.02719619313869837,0.14020700346787443,Z_Scratch,Other_Faults
0,7,0,344,0.21935954671389551,0.006791467519979437,0.013215637989640032,0.4382652811705121,0.014168457685787046,0.002309623984546585,0.3058899849356392,Z_Scratch,Other_Faults
0,7,0,180,0.25391908693216453,0.0056141973007492315,0.01682567417877252,0.3985949793870091,0.04513260083249516,0.013876624856528299,0.26603683651228105,Z_Scratch,Other_Faults
0,7,0,262,0.2740831554531076,0.006020428312285273,0.013070743024259247,0.45412198612671983,0.0014007041172633436,0.025104473739679934,0.2261985092266846,Z_Scratch,Other_Faults
0,7,0,325,0.3525670700833912,0.0041506847431785,0.017774980481224015,0.3529868850546839,0.06230825812511426,0.00470665940855248,0.20550546210385562,Z_Scratch,Other_Faults
0,7,0,278,0.1219541542623106,0.0534589928149496,0.056410649827304864,0.6516528811496178,0.005192996359298271,0.025191943002788816,0.08613838258372994,Z_Scratch,Other_Faults
0,7,0,286,0.19683939690946636,0.007821136596061816,0.08606188819758623,0.4076850372272742,0.003100437940558548,0.006783081906199735,0.29170902122285275,Z_Scratch,Other_Faults
0,7,0,164,0.03261397051811609,0.048953153275787684,0.05480291092168338,0.5095323558906666,0.12393086532358659,0.0,0.23016674407015938,Z_Scratch,Other_Faults
0,7,0,214,0.07681394035761056,0.039588937092210036,0.04226431796970116,0.4245537418574303,0.12959538059274073,0.0,0.28718368213030687,Z_Scratch,Other_Faults
0,7,0,753,0.02554129541923597,0.009811186634716047,0.05991775718998557,0.11259744223301422,0.01525053722017669,0.7730906203940634,0.0037911609088079677,Stains,Stains
0,7,0,786,0.054130457553524296,0.0024568907794714247,0.007074135279588571,0.10525988375969268,0.010907602842606088,0.7969759777328491,0.02319505205226767,Stains,Stains
0,7,0,780,0.028145957332889694,0.0025692307692307694,0.03796478470443135,0.11134021466546579,0.008438490296748691,0.8054339390033429,0.006107383227890698,Stains,Stains
0,7,0,755,0.042827131410200565,0.009296067319786107,0.04758768399522485,0.15327258352428794,0.01577442159394013,0.7110651333463661,0.020176978810194167,Stains,Stains
0,7,0,756,0.025429647260781185,0.005623157958835708,0.03630184253472595,0.09472582889903355,0.010627116793231224,0.8181700930971172,0.009122313456274959,Stains,Stains
0,7,0,778,0.028820540125974965,0.004147084643578332,0.015205560614418254,0.11284227649684446,0.010031447194484375,0.8134508161733529,0.015502274751346612,Stains,Stains
0,7,0,809,0.018452047366157007,0.0025692307692307694,0.04278024159240808,0.08066812665317048,0.004721681544262189,0.8503738894660756,0.00043478260869565214,Stains,Stains
0,8,0,934,0.47656751297993694,0.012733328454800878,0.026365871560958057,0.3469019342116577,0.05025062825739138,0.013324337165388873,0.07385638736986606,Bumps,Bumps
0,8,0,981,0.551167573920602,0.004999073919480652,0.045337946370742975,0.3018062511134067,0.04372116261968378,0.009242928780318703,0.04372506327576486,Bumps,Bumps
0,8,0,1178,0.1731861070036032,0.014608673071913256,0.017733211418688385,0.5952493398865596,0.05376725158382217,0.004049167908194278,0.14140624912721886,Bumps,Other_Faults
0,8,0,1078,0.23143323497512874,0.043230156209941875,0.01591370151748254,0.4394206502216978,0.23607061034983437,0.004125974025974026,0.029805672699940614,Bumps,Other_Faults
0,8,0,1062,0.32851546682642313,0.023720382476136847,0.04198842741991718,0.3480717641199165,0.18090868306816899,0.015104439408372345,0.06169083668106503,Bumps,Other_Faults
0,8,0,1196,0.4526178167983234,0.004860173466032975,0.029364342105353616,0.42425918985730326,0.013470514614125208,0.002920129968393503,0.07250783319046832,Bumps,Bumps
0,8,0,1031,0.3344414767426605,0.008893597909413273,0.07619522187648767,0.3453788166183148,0.17124778109265196,0.031370178594348104,0.03247292716612338,Bumps,Other_Faults
0,8,0,895,0.2616035904163789,0.01891915439928097,0.04784877050110445,0.4361782647901559,0.03910202722024645,0.05648478471767567,0.13986340795515742,Bumps,Other_Faults
0,8,0,988,0.4215029637834041,0.007235079728653693,0.01857443347569698,0.38637524126909173,0.07249394705035109,0.002538562091503268,0.09127977260129912,Bumps,Bumps
0,8,0,936,0.17683456121574703,0.02234105381227688,0.014596788748705456,0.46998831774484123,0.2587355647136771,0.0020708016121809224,0.055432912152571436,Bumps,Other_Faults
0,8,0,960,0.5366650626814148,0.0007886904761904761,0.09030120527936158,0.31196031522383016,0.03286100770709924,0.0005458089668615984,0.02687790966524206,Bumps,Bumps
0,8,0,1008,0.31999056917529756,0.009651996841230602,0.022833303676330408,0.36907921647388925,0.10809726817549047,0.001115197956577267,0.16923244770118434,Bumps,Other_Faults
0,8,0,985,0.23995456310377603,0.012057589459531597,0.04355925238324881,0.5472619359120791,0.0037882173936990525,0.007245010401577946,0.1461334313460873,Bumps,Other_Faults
0,8,0,1017,0.4299409800118604,0.001003831417624521,0.026528357332866858,0.3660437492832027,0.11657238689630393,0.0,0.05991069505814156,Bumps,Bumps
0,8,0,1159,0.2192161846966262,0.003235453640201974,0.0474981736177567,0.5767477523635788,0.005090895723381185,8.849557522123894e-05,0.1481230443832335,Bumps,Other_Faults
0,8,0,1043,0.16963045475440172,0.024540964672944882,0.008226078903114062,0.5655095076433292,0.14754691519777055,0.0013636363636363635,0.08318244246480322,Bumps,Other_Faults
0,8,0,880,0.6445375125684093,0.0005282051282051283,0.039183291302815476,0.26869757211012435,0.02776257572920525,0.003921810905421729,0.01536903225581869,Bumps,Bumps
0,8,0,1220,0.4563168388753471,0.0,0.019087086094419062,0.45361145990192936,0.002047294810452705,0.002221060002331989,0.06671626031551979,Bumps,Bumps
0,8,0,1030,0.31783260292999527,0.024453227994128954,0.03399464389972158,0.44226177932175986,0.033534933941184855,0.028058718182377162,0.11986409373083226,Bumps,Other_Faults
0,8,0,1129,0.5527310629204681,0.003014642220524574,0.05224499441442218,0.3061331430044006,0.01162180027742641,0.0002941176470588235,0.07396023951569922,Bumps,Bumps
0,8,0,891,0.4272667087687211,0.006366072401802745,0.03259181994812429,0.3645108311259028,0.08922695194895412,0.026674061899561265,0.05336355390693341,Bumps,Bumps
0,8,0,943,0.583137120429276,0.00256255117431588,0.026352967137122794,0.30708072534312186,0.04044161808324259,0.0059643288932621896,0.034460688939658646,Bumps,Bumps
0,8,0,1225,0.24231156065000697,0.0019348755722868552,0.05531646052538821,0.6122931287274451,0.0018499158249158248,0.0063752062105025785,0.07991885248945421,Bumps,Other_Faults
0,8,0,909,0.44675553516910066,0.002323378059751808,0.04645734654901995,0.32698871223207654,0.08015730399716169,0.00982099609636465,0.08749672789652445,Bumps,Bumps
0,8,0,1246,0.4358514225163394,0.0019611119301521777,0.03663917529714139,0.3731744301694607,0.010947933629808133,0.0017932079807079808,0.13963271847639017,Bumps,Bumps
0,8,0,974,0.1582304487182057,0.09532685125346331,0.009134366888620533,0.302812317351271,0.2910101632872999,0.011070184461744563,0.1324156680393947,Bumps,Other_Faults
0,8,0,896,0.32957898737834873,0.012950752645582203,0.04413023610059469,0.3780689901031005,0.06231550634120565,0.08266156072971105,0.09029396670145685,Bumps,Other_Faults
0,8,0,967,0.45496462410240895,0.008561878730144985,0.013586356367365942,0.38579846663087336,0.04007725210346676,0.0048610947497136755,0.09215032731602639,Bumps,Bumps
0,8,0,1197,0.43198233038815187,0.0037137978135649303,0.02110991239546808,0.4295761956135762,0.007358982815094001,0.014461624579000399,0.09179715639514459,Bumps,Bumps
0,8,0,1112,0.1935859832542937,0.012696808146513128,0.09622972044141172,0.5201043753295407,0.004471227987222587,0.00719104056834452,0.1657208442726738,Bumps,Other_Faults
0,8,0,1067,0.19806048152397873,0.020483634094561092,0.12436204510096388,0.47857449715710826,0.020633159702771207,0.0478740419819214,0.11001214043869517,Bumps,Other_Faults
0,8,0,1075,0.6085314939948422,0.0013199665831244778,0.029320691345387777,0.2653661592923725,0.04154130725272945,0.007637013792410017,0.04628336773913341,Bumps,Bumps
0,8,0,1256,0.16747314164619342,0.00952727651310496,0.011028534992552828,0.4464838181910848,0.04976584516913297,0.0017386681945505472,0.3139827152933803,Bumps,Other_Faults
0,8,0,1265,0.1901458674012006,0.04189091686220696,0.000974029134806004,0.4362746287030496,0.16544306497200995,0.002230861244019139,0.16304063168270752,Bumps,Other_Faults
0,8,0,1107,0.18903825481897074,0.019048027420552182,0.0379527829374253,0.5432093675979192,0.008547491371083816,0.05102919433199706,0.1511748815220516,Bumps,Other_Faults
0,8,0,1162,0.5923768202508946,0.0,0.05485794551512325,0.2568026829753894,0.04074241421100182,0.0010965336045427579,0.05412360344304816,Bumps,Bumps
0,8,0,1056,0.6025235975636778,0.0008186462324393359,0.0339332771158744,0.2741749310352356,0.03818905154056404,0.0013289496430992237,0.049031546869109446,Bumps,Bumps
0,8,0,1234,0.1988732283430844,0.0312635021791516,0.09898416725952489,0.601756289043204,0.0027916334534480096,0.010462931693757139,0.05586824802782993,Bumps,Other_Faults
0,8,0,929,0.5161484102663543,0.001003831417624521,0.05334749640599243,0.3031263462621953,0.030351473813628568,0.00030303030303030303,0.09571941153117444,Bumps,Bumps
0,8,0,1200,0.21654161001155373,0.005117770547492418,0.05330975874197144,0.6627672948843077,0.0004969749351771824,0.0051684822391724295,0.05659810864032466,Bumps,Other_Faults
0,8,0,1751,0.07149328113052947,0.04007692022798488,0.031006078918763853,0.41940628136534547,0.04821246883919523,0.0,0.3898049695181813,Other_Faults,Other_Faults
0,8,0,1857,0.08293253482979569,0.036796023660929406,0.025561351164654713,0.723564955836834,0.025825133472827683,0.022055524550104292,0.08326447648485372,Other_Faults,Other_Faults
0,8,0,1642,0.2373355612591067,0.04318833570382287,0.044457146315587524,0.36571237459677725,0.13171763716847,0.07720731470718414,0.10038163024905133,Other_Faults,Other_Faults
0,8,0,1542,0.08751591503662565,0.05824829296805373,0.016904749504286734,0.7392388862625664,0.006477629308962254,0.05157445002231535,0.04004007689718971,Other_Faults,Other_Faults
0,8,0,1566,0.24774789965089009,0.01817932491085002,0.02229926243362609,0.3188534312793799,0.34289515266309545,0.0008465608465608465,0.04917836821559745,Other_Faults,Pastry
0,8,0,1514,0.14603037080682685,0.04951486968556673,0.0018993859749968007,0.2669019512455742,0.44645595809509603,0.00041666666666666664,0.08878079752527265,Other_Faults,Pastry
0,8,0,1463,0.533979113774994,0.001793372319688109,0.06423075174383908,0.28871868709048965,0.033541292282998875,0.00017543859649122806,0.07756134419149899,Other_Faults,Bumps
0,8,0,1916,0.2178377102707247,0.010079272924222473,0.03851347077965795,0.6117390510244977,0.002018361314041943,0.03146142281382638,0.08835071087302877,Other_Faults,Other_Faults
0,8,0,1676,0.26192557952297063,0.0008166666666666666,0.30721840232430614,0.35392130532844995,0.0010416666666666667,0.0007954545454545455,0.07428092494548535,Other_Faults,Other_Faults
0,8,0,1805,0.3523030405835383,0.004587658531698779,0.012854971503122013,0.46284977224499935,0.002872884416924665,0.024168948590352155,0.14036272412936465,Other_Faults,Other_Faults
0,8,0,1345,0.4370524892898829,0.00331614609028379,0.04753726101465227,0.3233394264371076,0.0890372203054424,0.010820477672105488,0.08889697919052521,Other_Faults,Bumps
0,8,0,1725,0.1247683309140481,0.01941101562437799,0.016476635232307524,0.4907361530924619,0.2587173528839512,0.0010968286099865047,0.08879368364286686,Other_Faults,Other_Faults
0,8,0,1555,0.12438961040860982,0.25764839140733964,0.01512731832162446,0.2733624116860351,0.2631323425502399,0.010288168558959634,0.05605175706719124,Other_Faults,Other_Faults
0,8,0,1465,0.5383872356182597,0.000412920412920413,0.03094265472276335,0.34452149406325266,0.04298072954210433,0.006543338267026917,0.03621162737367231,Other_Faults,Bumps
0,8,0,1553,0.11444593916309871,0.2801905386599812,0.004470004123095094,0.30827042011227623,0.2084746842315926,0.0069771241830065365,0.0771712895269495,Other_Faults,Other_Faults
0,8,0,1710,0.04572525465595174,0.09579640284723108,0.061713315573413204,0.5022382131586983,0.09103825588786281,0.0,0.20348855787684278,Other_Faults,Other_Faults
0,8,0,1370,0.10586093510624155,0.03360309919908879,0.021459731060531787,0.7165521307266984,0.014243681271666636,0.022727622183848054,0.0855528004519242,Other_Faults,Other_Faults
0,8,0,1434,0.510434797695377,0.002349263476664892,0.02812601202981249,0.3878774643913282,0.030732668960617077,0.0072509828082175645,0.03322881063798266,Other_Faults,Bumps
0,8,0,1554,0.15120749095955088,0.2830595958324591,0.004046589818101842,0.2568829655659261,0.22830032103857673,0.007634528081789744,0.06886850870359532,Other_Faults,Dirtiness
0,8,0,1907,0.16877098775687105,0.03947886064955625,0.11043349644467945,0.5657792886252202,0.005495716151613498,0.018032699208565258,0.09200895116349424,Other_Faults,Other_Faults
0,8,0,1406,0.4123216323643187,0.007694576523216329,0.017858213195147327,0.37799760567457447,0.06704553091017589,0.009503310572411647,0.10757913076015548,Other_Faults,Bumps
0,8,0,1600,0.16383155800743818,0.01284387135402641,0.020755561326928393,0.511019764797828,0.06454479327386045,0.001127946127946128,0.2258765051119726,Other_Faults,Other_Faults
0,8,0,1591,0.21145500279164334,0.0649827335218335,0.011257354260391518,0.29740112380802664,0.3862243625335538,0.0018977591036414565,0.02678166398090953,Other_Faults,Pastry
0,8,0,1415,0.36515484765850553,0.008264020324439882,0.13611903504555042,0.3451621426038083,0.045261898546281605,0.042892083864539875,0.05714597195687419,Other_Faults,Bumps
0,8,0,1541,0.46723317514447515,0.005829517662351013,0.05074825961305939,0.321490892054479,0.038862317056154685,0.0006929510155316606,0.11514288745394899,Other_Faults,Bumps
0,8,0,1432,0.49274975881599525,0.0,0.08401959018949691,0.3728988034838746,0.019897908015499392,0.0012995758450303904,0.02913436365010375,Other_Faults,Bumps
0,8,0,1392,0.08432725525333322,0.021965689941017698,0.051239350407882384,0.7753288113122809,0.001962041081131179,0.03491253279197102,0.030264319212383217,Other_Faults,Other_Faults
0,8,0,1288,0.21837309262888355,0.0022273945881983157,0.012789215383029408,0.47613533512719863,0.020691871150623577,0.0003333333333333333,0.2694497577887331,Other_Faults,Other_Faults
0,8,0,1678,0.2579883045458962,0.00879522057870883,0.006138181489975105,0.3274026528961383,0.018959355946392344,0.016376628900745423,0.36433965564214366,Other_Faults,Z_Scratch
0,8,0,1399,0.18930514239977111,0.004986243475913151,0.39812968740419113,0.3223407223176909,0.005137600823461915,0.0003333333333333333,0.07976727024563825,Other_Faults,K_Scratch
0,8,0,1747,0.3192097373002557,0.006205312193320579,0.05447352001867555,0.5467693691777464,0.005778891859774212,0.008505729055535214,0.059057440394692205,Other_Faults,Other_Faults
0,8,0,1461,0.4698378072284093,0.004154004840929044,0.020286986099312395,0.34606600577557783,0.08338084020117797,0.0012431265984654731,0.07503122925612804,Other_Faults,Bumps
0,8,0,1762,0.07336732795419036,0.048701507824480864,0.07189632009467987,0.5335345077665109,0.09285786867489211,0.0036808024608266906,0.1759616652244193,Other_Faults,Other_Faults
0,8,0,1459,0.4176398331692054,0.008358476762414507,0.025518047849846185,0.31726656138949966,0.05121627089102174,0.01680963659403957,0.16319117334397287,Other_Faults,Bumps
0,8,0,1635,0.5439981027235063,0.0005581659719590754,0.029186058306866106,0.28609731964057206,0.059596977120596424,0.004918563857914276,0.07564481237858564,Other_Faults,Bumps
0,8,0,1540,0.16012042307787666,0.0321188532866477,0.028456207073847502,0.7037474395170213,0.0029656605535612964,0.03371472475334092,0.03887669173770426,Other_Faults,Other_Faults
0,8,0,1451,0.4000016799095358,0.009792619678170422,0.15691908407966657,0.28912589345850026,0.07627805349896674,0.02360406959562233,0.04427859977953805,Other_Faults,Bumps
0,8,0,1928,0.2591269879432396,0.007511317757433325,0.0728467401460996,0.4774972154249749,0.01449752891467163,0.008757236227824462,0.15976297358575647,Other_Faults,Other_Faults
0,8,0,1692,0.02816901956785385,0.0412003360879475,0.0452567983613605,0.4983424337572715,0.10327459202642367,0.0,0.2837568201991431,Other_Faults,Other_Faults
0,8,0,1705,0.08339807621294602,0.05637154641841468,0.056675598088606484,0.4858669809937314,0.053511596656714414,0.0005263157894736842,0.26364988584011334,Other_Faults,Other_Faults
0,8,0,1720,0.23002713837984476,0.005355720234802385,0.04652912271494031,0.5510614274808563,0.007864711521766819,0.0009191176470588236,0.15824276202073023,Other_Faults,Other_Faults
0,8,0,1834,0.11479722130560338,0.021003738128001583,0.1196987484286168,0.4837260350185462,0.03174851509097773,0.09964360549679036,0.1293821365314637,Other_Faults,Other_Faults
0,8,0,1416,0.25490211178481825,0.022108990644676984,0.008069190440365148,0.3950095204595738,0.056724526638469525,0.15050531798207276,0.11268034205002354,Other_Faults,Other_Faults
0,8,0,1820,0.16344371569156899,0.150409168595292,0.0038716633633225856,0.36865692653852333,0.19993608206083693,0.006457984695280521,0.10722445905517543,Other_Faults,Other_Faults
0,8,0,1768,0.22155506118927853,0.0030990854383536656,0.049127875395897094,0.5794466716414156,0.006296429878198324,0.0012629557457143664,0.13921192071114186,Other_Faults,Other_Faults
0,8,0,1654,0.3621457924919394,0.01580016015116594,0.06793211452120042,0.4014986760752635,0.018662756271006716,0.03915284678837928,0.09480765370104459,Other_Faults,Other_Faults
0,8,0,1792,0.5479890467540374,0.002700279851594311,0.06290845302897378,0.3219936190236021,0.02350176232595965,0.015296431235377172,0.025610407780455452,Other_Faults,Bumps
0,8,0,1749,0.12536395659625058,0.001283934134401424,0.5101050963654017,0.3012348786055401,0.003066393746725904,0.0,0.05894574055167969,Other_Faults,K_Scratch
0,8,0,1632,0.15370252533793136,0.042628682214473905,0.02882914871624257,0.5704695358449886,0.015125660869672802,0.08600230570191679,0.10324214131477405,Other_Faults,Other_Faults
0,8,0,1860,0.4472049749708792,0.0005581659719590754,0.02530637540390611,0.3261107366121951,0.08195636459665698,0.0023535435188003005,0.11650983892560313,Other_Faults,Bumps
0,8,0,1335,0.16623557452425913,0.045133923740847876,0.009482644028779234,0.46805564151838813,0.24779936992782706,0.00403327674023769,0.05925956951966085,Other_Faults,Other_Faults
0,8,0,1546,0.36780407147478633,0.00655587553277833,0.05087567996981668,0.4437755797024505,0.02025865842859718,0.0009259259259259259,0.10980420896564487,Other_Faults,Other_Faults
0,8,0,1626,0.4814705485821944,0.002645928199655148,0.07201122731996802,0.3501802006719382,0.07374775897616842,0.006832920550541266,0.013111415699534175,Other_Faults,Bumps
0,8,0,1391,0.06893007821459457,0.022493554010163664,0.04967958778488445,0.7989284590058077,0.006965738063049577,0.026724495693842644,0.026278087227657163,Other_Faults,Other_Faults
0,8,0,1853,0.17334632383359602,0.026923482313803017,0.015736973556693835,0.4396359176239021,0.24488628918974292,0.005828077760270651,0.09364293572199124,Other_Faults,Other_Faults
0,8,0,1609,0.21295878853102057,0.015244221888977404,0.0018687412464985992,0.4146985532749505,0.27048700631950023,0.005359212656474319,0.07938347608257815,Other_Faults,Other_Faults
0,8,0,1298,0.11752069782959673,0.052632633504979306,0.005238463143098737,0.4059189919436295,0.3915225828920908,0.0,0.027166630686604753,Other_Faults,Other_Faults
0,8,0,1870,0.07205248136649407,0.03434101006764045,0.028927337228373585,0.8181645561214013,0.0031069117042232175,0.025573319687647464,0.017834383824219778,Other_Faults,Other_Faults
0,8,0,1374,0.2749541692558488,0.020430228688371094,0.010986155206918327,0.4261880560289045,0.034461287717111565,0.0362204049357445,0.196759698167101,Other_Faults,Other_Faults
0,8,0,1393,0.21509702588460544,0.04207522332096068,0.03297138721061659,0.5941409432180159,0.006309635040406781,0.03636481490291014,0.0730409704224841,Other_Faults,Other_Faults
0,8,0,1661,0.6826404626266417,0.00011627906976744185,0.01926623714883071,0.26249431075788965,0.013610629462248254,0.0015210984050880447,0.020350982529534153,Other_Faults,Bumps
0,8,0,1292,0.13909984453029958,0.020785122027488768,0.006995059237747461,0.5124062574835543,0.19238325916829713,0.0029316401399199854,0.12539881741269254,Other_Faults,Other_Faults
0,8,0,1456,0.5733214919913968,0.0036125300017569146,0.047620831698253735,0.296196288681541,0.013980167909645756,0.018202026807622028,0.0470666629097833,Other_Faults,Bumps
0,8,0,1771,0.20172884874239447,0.001369973606582829,0.0472939201551576,0.6762923785426338,0.0,0.005791076661416268,0.06752380229181494,Other_Faults,Other_Faults
0,8,0,1886,0.28088180547826164,0.007705004310330595,0.02048729013503511,0.32124904405448645,0.0773621644837793,0.02515931218247633,0.2671553793556304,Other_Faults,Other_Faults
0,8,0,1742,0.2859119955394273,0.004120927369319099,0.04526226079005416,0.4709631077695077,0.007997033981585279,0.00089126559714795,0.18485340895295826,Other_Faults,Other_Faults
0,8,0,1787,0.2693765443358093,0.00195920654221205,0.036571260088970735,0.4842771086724996,0.004696279795068655,0.0005263157894736842,0.20259328477596575,Other_Faults,Other_Faults
0,8,0,853,0.038550814100571915,0.34527721687101154,0.030376698022475196,0.3069933109116625,0.21179271049796144,0.006416256157635467,0.06059299343868188,Dirtiness,Dirtiness
0,8,0,842,0.02762099179016638,0.5040161350078032,0.005067402509593179,0.21226036266882814,0.22624326210510115,0.0003448275862068965,0.02444701833230083,Dirtiness,Dirtiness
0,8,0,865,0.3247240627384798,0.023492549866564807,0.012780069821362506,0.4306543492427387,0.05452306031578408,0.00937925927811277,0.14444664873695712,Dirtiness,Other_Faults
0,8,0,822,0.07858685993363351,0.22896155260363288,0.01804754790170048,0.3555376536324822,0.20743229540901506,0.010235042735042736,0.10119904778449303,Dirtiness,Other_Faults
0,8,0,841,0.0273884111362611,0.5030804900809244,0.004836310072618389,0.2032922186532372,0.2357704950933096,0.0,0.025632074963649013,Dirtiness,Dirtiness
0,8,0,820,0.11643204317982411,0.2243235185276615,0.00866015184087439,0.3251404212487064,0.2074042216355493,0.0016666666666666666,0.11637297690071742,Dirtiness,Other_Faults
0,8,0,505,0.005839017135079498,0.001176470588235294,0.9516150958633102,0.035681002657595565,0.0016404428904428902,0.0,0.0040479708653361965,K_Scratch,K_Scratch
0,8,0,508,0.005610783264915951,0.0,0.9603888913889418,0.027732211761744164,0.0015098039215686273,0.0,0.004758309662829107,K_Scratch,K_Scratch
0,8,0,585,0.09275041789167447,0.0016293746414228342,0.7021480383685851,0.15701416867563306,0.00206127029124903,0.00045454545454545455,0.0439421846768898,K_Scratch,K_Scratch
0,8,0,566,0.008796663660206348,0.0,0.9360715398061566,0.042518266856380355,0.0015098039215686277,0.0,0.011103725755687657,K_Scratch,K_Scratch
0,8,0,571,0.16825368185216882,0.0354797604889576,0.18320088522321615,0.4984671499411762,0.002397481684981685,0.01847359599046535,0.09372744481903422,K_Scratch,Other_Faults
0,8,0,503,0.002958378799480143,0.0,0.9801225167335937,0.006841861194474139,0.001176470588235294,0.0,0.008900772684216652,K_Scratch,K_Scratch
0,8,0,488,0.0006197869991236366,0.0,0.9951355946792215,0.0030015954040112885,0.0,0.0,0.0012430229176433568,K_Scratch,K_Scratch
0,8,0,385,0.47504910861578536,0.0003125,0.1074415271156401,0.365718706862444,0.017544791769000794,0.005593755739210286,0.028339609897919657,K_Scratch,Bumps
0,8,0,426,0.002364730035626775,0.0,0.9922583146917826,0.005277723204620246,0.0,0.0,9.923206797015412e-05,K_Scratch,K_Scratch
0,8,0,356,0.17995747025653086,0.017216863306784937,0.10484121836259114,0.5689310112894259,0.008925577330739384,0.04212707487658458,0.07800078457734275,K_Scratch,Other_Faults
0,8,0,581,0.007751297836833886,0.001843137254901961,0.9405601880400625,0.03967502296794378,0.004798337627284995,0.0003333333333333333,0.005038682939639602,K_Scratch,K_Scratch
0,8,0,551,0.03240510145844086,0.0007878787878787879,0.8407415234488742,0.11166211311562325,0.0030196078431372554,0.0,0.011383775346045415,K_Scratch,K_Scratch
0,8,0,724,0.014273336064437408,0.0,0.9215718926141883,0.04904519493192086,0.002544286680189317,0.0,0.012565289709263709,K_Scratch,K_Scratch
0,8,0,598,0.0012704064122366929,0.0,0.981660671144624,0.015016569599915734,0.0,0.0,0.002052352843223318,K_Scratch,K_Scratch
0,8,0,624,0.00041895713687437405,0.0,0.9950258982473098,0.004187574381288203,0.0,0.0,0.0003675702345276659,K_Scratch,K_Scratch
0,8,0,439,0.0017819082112448487,0.0,0.9871251433294036,0.007486293422193888,0.0,0.0,0.003606655037157829,K_Scratch,K_Scratch
0,8,0,660,0.00041895713687437405,0.0,0.9940129861024283,0.005200486526169657,0.0,0.0,0.0003675702345276659,K_Scratch,K_Scratch
0,8,0,453,0.0036672510440301366,0.0,0.9919061240895796,0.0031509222101847715,0.0,0.0,0.0012757026562054484,K_Scratch,K_Scratch
0,8,0,708,0.00041895713687437405,0.0,0.9764988604109113,0.022714612217686364,0.0,0.0,0.0003675702345276659,K_Scratch,K_Scratch
0,8,0,459,0.007711676883232844,0.0,0.9599474425187173,0.02512336238528642,0.00043478260869565214,0.0,0.006782735604067539,K_Scratch,K_Scratch
0,8,0,682,0.007431296085428774,0.0,0.9479177964717477,0.03602985268195505,0.0026862745098039215,0.0,0.005934780251064401,K_Scratch,K_Scratch
0,8,0,623,0.00041895713687437405,0.0,0.9948009412845009,0.004412531344096828,0.0,0.0,0.0003675702345276659,K_Scratch,K_Scratch
0,8,0,637,0.0003459644361444471,0.0,0.9723957248192825,0.027036725911504786,0.0,0.0,0.00022158483306781182,K_Scratch,K_Scratch
0,8,0,413,0.003789850808573636,0.0,0.9832348185584963,0.011264845368028518,0.0,0.0,0.0017104852649011005,K_Scratch,K_Scratch
0,8,0,693,0.00041895713687437405,0.0,0.9862602914957488,0.012953181132849084,0.0,0.0,0.0003675702345276659,K_Scratch,K_Scratch
0,8,0,395,0.026274749273541755,0.0007142857142857143,0.8698378922888499,0.08228437231271377,0.0034243697478991597,0.0,0.01746433066270935,K_Scratch,K_Scratch
0,8,0,729,0.05824383450005543,0.0013859649122807017,0.7455648322928725,0.16702631003918994,0.0022893847194050032,0.0,0.02548967353619637,K_Scratch,K_Scratch
0,8,0,580,0.0049426246971410156,0.0,0.9642254278961504,0.024815325723418952,0.0015098039215686273,0.0,0.004506817761720838,K_Scratch,K_Scratch
0,8,0,586,0.0028503296858939818,0.0,0.9713721163691773,0.023645277828047925,0.0,0.0,0.002132276116880607,K_Scratch,K_Scratch
0,8,0,621,0.02734909822737581,0.0050310160427807496,0.05449560572745207,0.12911379273748624,0.015726032355444123,0.7585177788129891,0.009766676096471494,K_Scratch,Stains
0,8,0,632,0.1508511026934699,0.002161904761904762,0.35616834867584585,0.3901225113793236,0.003394009216589862,0.0018055555555555555,0.09549656771731029,K_Scratch,Other_Faults
0,8,0,430,0.0017764947415091282,0.0,0.984416530918914,0.011076163324238116,0.0,0.0,0.002730811015338575,K_Scratch,K_Scratch
0,8,0,631,0.01647545502885573,0.0010424242424242425,0.877936598424968,0.07544719615184109,0.005776470588235294,0.0005,0.022821855563675476,K_Scratch,K_Scratch
0,8,0,685,0.00041895713687437405,0.0,0.9894312532137692,0.009782219414828543,0.0,0.0,0.0003675702345276659,K_Scratch,K_Scratch
0,8,0,381,0.2852190199863431,0.0021583626906554105,0.4360536848040205,0.20205848109664704,0.020927603918088105,0.04489236670291257,0.008690480801333264,K_Scratch,K_Scratch
0,8,0,362,0.1684903019513105,0.048951558765372966,0.1239608842243477,0.41976994978629306,0.14651655315562606,0.033646237323964504,0.05866451479308513,K_Scratch,Other_Faults
0,8,0,633,0.00041895713687437405,0.0,0.989540852560016,0.009672620068581838,0.0,0.0,0.0003675702345276659,K_Scratch,K_Scratch
0,8,0,526,0.010512766847298582,0.0,0.9324332688665791,0.034407566493074165,0.00416374269005848,0.0,0.01848265510298922,K_Scratch,K_Scratch
0,8,0,669,0.00041895713687437405,0.0,0.9854857477388522,0.013727724889745782,0.0,0.0,0.0003675702345276659,K_Scratch,K_Scratch
0,8,0,19,0.18393851580300166,0.020875565884417514,0.004895855015931786,0.4126218877208864,0.3136900775825018,0.0028394430377090053,0.06113865495555174,Pastry,Other_Faults
0,8,0,118,0.2803429749802431,0.03802009458614561,0.0028161618814192342,0.39267681124736953,0.24373562862723158,0.002906224712107065,0.039502103965483495,Pastry,Other_Faults
0,8,0,96,0.1580796948305022,0.12821932099235403,0.0018270745798319326,0.3775511435528596,0.288926364689067,0.0026941466241669084,0.04270225473121803,Pastry,Other_Faults
0,8,0,30,0.1773416129732058,0.08859833568152015,0.006567674213173501,0.3779228083606607,0.3357125594196152,0.0010714285714285713,0.012785580780396036,Pastry,Other_Faults
0,8,0,105,0.40040867166711686,0.004052198864018283,0.0215964668161963,0.431629522947288,0.0759591646110939,0.004336415360431984,0.06201755973385469,Pastry,Other_Faults
0,8,0,134,0.1469900210303911,0.07228770363568504,0.0012020745798319327,0.36845878661842874,0.33147086148190896,0.001956043956043956,0.0776345086977101,Pastry,Other_Faults
0,8,0,37,0.05814734593617812,0.1518956616655678,0.01343549469902747,0.4112905017661855,0.27175089167746125,0.0017647058823529412,0.09171539837322693,Pastry,Other_Faults
0,8,0,31,0.13067170029481562,0.040946410332558775,0.018843959797480467,0.30522576595577794,0.4318844266093047,0.000588235294117647,0.0718395017159445,Pastry,Pastry
0,8,0,10,0.1327654908933307,0.07671077450747223,0.02003662493950583,0.26283069424423766,0.4703800547575969,0.00043976179569399907,0.03683659886216244,Pastry,Pastry
0,8,0,14,0.1231028406786564,0.0514491992343335,0.023328574623048045,0.43780240293119943,0.2653539231347091,0.0,0.09896305939805351,Pastry,Other_Faults
0,8,0,78,0.02135305491792161,0.12154739719064285,0.01706759736038147,0.3515253038581506,0.3376997160293531,0.0,0.15080693064355005,Pastry,Other_Faults
0,8,0,62,0.5305566580315394,0.003134408746173453,0.041679332869885954,0.3274302912394615,0.045413521738746326,0.013148074892467172,0.038637712481726066,Pastry,Bumps
0,8,0,121,0.10101002133974613,0.0408390222381025,0.006366635779311403,0.43973633672203966,0.28278866640934663,0.0,0.12925931751145353,Pastry,Other_Faults
0,8,0,5,0.09014065142989355,0.19164475469615397,0.004368114344423227,0.30321795345817715,0.37103511514838167,0.0,0.03959341092297019,Pastry,Pastry
0,8,0,57,0.1823033887415908,0.02562299851257456,0.0035945871650046772,0.4330813235082912,0.22765162552136914,0.00125,0.12649607655116923,Pastry,Other_Faults
0,8,0,12,0.11907842199186697,0.09075146811319168,0.04737960358395373,0.26330974357747844,0.4317177648759227,0.0,0.04776299785758611,Pastry,Pastry
0,8,0,219,0.062147799900243,0.12959163848713273,0.04087505342145342,0.37416317293873486,0.2702863887244151,0.0014230019493177387,0.12151294457870299,Z_Scratch,Other_Faults
0,8,0,232,0.21671739058709766,0.024305884953745735,0.03384166876512546,0.4526979438788621,0.021428463478318917,0.04705300260061154,0.20395564573623834,Z_Scratch,Other_Faults
0,8,0,167,0.047750207788947376,0.05548995358825029,0.011935127441646196,0.5441080148844685,0.17252056734531565,0.00030303030303030303,0.16789309864834168,Z_Scratch,Other_Faults
0,8,0,166,0.25219172367231146,0.0033448674304626218,0.09648432726548693,0.44156117739674516,0.006138766359494127,0.0007235762203825293,0.19955556165511706,Z_Scratch,Other_Faults
0,8,0,172,0.3648916042094055,0.006740136920339836,0.032384716812136845,0.3379044527056239,0.11553706895374019,0.0035636599416479257,0.13897836045710543,Z_Scratch,Bumps
0,8,0,283,0.31949617389685664,0.003856914883865882,0.012003205126684832,0.2778208719559979,0.028592408874780775,0.029021086811484676,0.32920933845032896,Z_Scratch,Z_Scratch
0,8,0,347,0.07223054674203387,0.1517714076899711,0.00784858886027792,0.3966868474201122,0.28754348244319283,0.0,0.08391912684441212,Z_Scratch,Other_Faults
0,8,0,229,0.14558690849971648,0.012195225471095557,0.0386253269689267,0.44731206625354736,0.01930061665251921,0.0003333333333333333,0.33664652282086144,Z_Scratch,Other_Faults
0,8,0,247,0.14394502991211447,0.02082668607996966,0.018150798593117006,0.3065490303544712,0.4026490133997617,0.0011407407407407408,0.10673870091982508,Z_Scratch,Pastry
0,8,0,163,0.10558587291540324,0.019397776398092318,0.03453129022259652,0.5233100834149438,0.001977597840755735,0.027840342847944618,0.2873570363602634,Z_Scratch,Other_Faults
0,8,0,158,0.23765780456678215,0.006181791122217419,0.022520231659330755,0.6174841949494937,0.0007790262172284644,0.009067186411751289,0.10630976507319584,Z_Scratch,Other_Faults
0,8,0,178,0.21858370663482338,0.007105475040257647,0.06171071474563746,0.4167273423505117,0.0015847631739685714,0.004448449296275383,0.28983954875852574,Z_Scratch,Other_Faults
0,8,0,181,0.36928474791664756,0.002173776467364967,0.031859956631421986,0.3302264191453743,0.09912803324765454,0.007360647764616232,0.15996641882692036,Z_Scratch,Bumps
0,8,0,205,0.19777095364751027,0.023892250230495158,0.06387006641677581,0.5284823311660919,0.023753155242316974,0.0011411271541686074,0.16109011614264113,Z_Scratch,Other_Faults
0,8,0,237,0.2054893682913853,0.029863145623544373,0.0058811339020934965,0.38407895877298687,0.23284684194328661,0.006665240512765094,0.1351753109539381,Z_Scratch,Other_Faults
0,8,0,253,0.3414978969921365,0.00101177375913813,0.028385878438504583,0.5527952436513596,0.0012347826086956523,0.0045479689114166074,0.0705264556387488,Z_Scratch,Other_Faults
0,8,0,246,0.3773585227592931,0.0005103244837758112,0.018406096624535587,0.5422847814537852,0.00030303030303030303,0.0035907965493714496,0.057546447826208456,Z_Scratch,Other_Faults
0,8,0,269,0.19060476756601893,0.0017025210084033611,0.18612176192473956,0.5369253782389121,0.0018714285714285714,0.0028114255073420223,0.07996271718315526,Z_Scratch,Other_Faults
0,8,0,312,0.34672904375991687,0.015599022399352083,0.07193684713012033,0.38794582864969024,0.05976328594007747,0.004323265910625658,0.1137027062102172,Z_Scratch,Other_Faults
0,8,0,795,0.056373050284937644,0.012266944962581237,0.028531505405947722,0.22990628144274097,0.014888492458446822,0.6325546291284206,0.025479096316924594,Stains,Stains
0,8,0,788,0.09285674531684725,0.012876149564230057,0.023131943199618043,0.15515236593497692,0.035965565150443315,0.6508260180772119,0.029191212756672438,Stains,Stains
0,8,0,746,0.08794992659781731,0.019132112051092373,0.02387572880580253,0.1541465910420548,0.05165230999037651,0.6285011146700817,0.03474221684277465,Stains,Stains
0,8,0,754,0.5315174506499215,0.006219760674290573,0.024066395120220373,0.3437761125345824,0.016841721300614877,0.01113151320154389,0.0664470465188261,Stains,Bumps
0,8,0,772,0.33016748367991255,0.007500203280421442,0.02891577017118725,0.46803651095796106,0.008057547666264438,0.02157425797004497,0.1357482262742082,Stains,Other_Faults
0,8,0,810,0.028839781129857522,0.004560592185592186,0.018790572828008344,0.11022087665834489,0.006138113193995547,0.8023894058880983,0.02906065811610289,Stains,Stains
0,8,0,797,0.025310815050912705,0.003491057961646197,0.018211077689234998,0.09846837765825507,0.004966314731020614,0.8442547588491229,0.005297598059807188,Stains,Stains
0,9,0,1106,0.1199982809499812,0.11827698901407352,0.015261795321490664,0.5270525550509683,0.10834840696700045,0.002068728097299526,0.10899324459918631,Bumps,Other_Faults
0,9,0,1070,0.4477272071066834,0.011014978024604574,0.007396860224481706,0.3781714221970137,0.11805098108693059,0.0033203410920802224,0.0343182102682057,Bumps,Bumps
0,9,0,1132,0.5254846400411652,0.004068655203108985,0.040744768006510064,0.3413503877696937,0.01979986134732255,0.007525349859376229,0.061026337772823167,Bumps,Bumps
0,9,0,979,0.5532071136963821,0.005086578955261068,0.02848119921416803,0.30652510657277043,0.045896688224760104,0.01599710094944041,0.044806212387217645,Bumps,Bumps
0,9,0,1179,0.5649250776712741,0.0003448275862068965,0.023316542489001186,0.2988534498993356,0.06393697133842076,0.004486753693117791,0.04413637732264352,Bumps,Bumps
0,9,0,1198,0.5606787723711427,0.000832632464255677,0.03396258729889794,0.27567650624405493,0.041007058382202546,0.0017606110749860083,0.08608183216446016,Bumps,Bumps
0,9,0,1131,0.48019807116453506,0.012017013266988237,0.011270758577993494,0.35300256914321915,0.10049795225924342,0.002380798608420092,0.040632836979600524,Bumps,Bumps
0,9,0,1033,0.48176372713533583,0.001752099720365521,0.0369300228963363,0.39877686343841623,0.039799336248087985,0.018248562665652585,0.022729387895805492,Bumps,Bumps
0,9,0,1257,0.16229680770395255,0.010672128260952101,0.005656396884455056,0.4032845047489814,0.36790563841728796,5.747126436781609e-05,0.050127052720003167,Bumps,Other_Faults
0,9,0,1093,0.4484215708660401,0.00322122764117838,0.026874396619768173,0.4012442878631484,0.0706314353478765,0.00045358090185676394,0.049153500760131585,Bumps,Bumps
0,9,0,1051,0.5508102652420862,0.0022478578892371997,0.019652701716021747,0.309554184389491,0.033576106125445676,0.0027544797823435595,0.08140440485537451,Bumps,Bumps
0,9,0,1050,0.37489362526576336,0.0038923685020200854,0.016515041556626822,0.3526129423014095,0.03402465125043442,0.024823816722733774,0.193237554401012,Bumps,Bumps
0,9,0,925,0.4736966275577597,0.0033282026972927953,0.028792395332588115,0.3196713759826597,0.06322359285204018,0.006285603853551154,0.10500220172410815,Bumps,Bumps
0,9,0,874,0.17580263807875596,0.022845616992286145,0.012297277035630702,0.46415385262836056,0.19241359313930928,0.002046718576195773,0.1304403035494615,Bumps,Other_Faults
0,9,0,894,0.3620466189368776,0.0056066191256794904,0.05031401867578725,0.40037906054881006,0.04809342500367395,0.08880953737336647,0.04475072033580503,Bumps,Other_Faults
0,9,0,1122,0.10581350477254967,0.032296170535466066,0.008253513995153535,0.2267007567775412,0.5245878707583188,0.0,0.10234818316097063,Bumps,Pastry
0,9,0,916,0.330641015997811,0.00421851076577243,0.018944789851548637,0.3501787325526011,0.08946627050196061,0.002519055019055019,0.20403162531125119,Bumps,Other_Faults
0,9,0,1137,0.3285964254583921,0.006270951508800188,0.01928229900496424,0.3544733207446186,0.13604803519087097,0.00285936955764542,0.15246959853470837,Bumps,Other_Faults
0,9,0,917,0.25576163996258194,0.02422444733589092,0.0032435239362964357,0.4364751674701685,0.061468094690515306,0.0036047265026572105,0.21522240010188975,Bumps,Other_Faults
0,9,0,1032,0.34742462743383973,0.02344785927925135,0.008036600576994684,0.41155947898500783,0.09268300899164997,0.009347734932738178,0.10750068980051805,Bumps,Other_Faults
0,9,0,1035,0.10560300518295204,0.021422739881598058,0.052216822017599585,0.6768458896681157,0.007472020336598733,0.041919717343546985,0.09451980556958901,Bumps,Other_Faults
0,9,0,962,0.5365275765669206,0.001793686727008552,0.06997829010941257,0.32736181390755376,0.022244909645106625,0.017959883493039133,0.024133839550958377,Bumps,Bumps
0,9,0,968,0.12377018938023779,0.2489288488754163,0.024376661807284695,0.3397789684436359,0.20234374194788785,0.012379354221502058,0.04842223532403511,Bumps,Other_Faults
0,9,0,954,0.3410047095791804,0.007994384829574,0.022614641847624416,0.27927257954585544,0.10087819280055416,0.007546679746192514,0.2406888116510191,Bumps,Bumps
0,9,0,1214,0.5228766652943807,0.007304660753190165,0.03135989690563876,0.29481355101678663,0.02184277179891495,0.008269733154494818,0.11353272107659378,Bumps,Bumps
0,9,0,999,0.2235210267328332,0.018122259379540297,0.07013248812129064,0.5127385949148617,0.023512146667597822,0.014666946733093765,0.13730653745078236,Bumps,Other_Faults
0,9,0,946,0.5668155723079406,0.0016114880697679157,0.016527466606278685,0.3362244429829246,0.028764995196495575,0.022271187117018604,0.02778484771957396,Bumps,Bumps
0,9,0,1117,0.19555250076457473,0.01772406460862871,0.04355016307190416,0.6457665271857422,0.009304308602434306,0.02273940936646706,0.06536302640024864,Bumps,Other_Faults
0,9,0,998,0.5492702068992132,0.0069011550326696525,0.02556091015844559,0.29267113121180677,0.08383413211234923,0.00041379310344827585,0.04134867148206693,Bumps,Bumps
0,9,0,1108,0.28018934215637437,0.017558865003314602,0.11232128174216527,0.38265577992276617,0.1251450191953072,0.030506381929094505,0.05162333005097763,Bumps,Other_Faults
0,9,0,1157,0.2358842922018781,0.004980315844286432,0.08025523223108982,0.4338469927058293,0.01799619743290706,0.0,0.22703696958400887,Bumps,Other_Faults
0,9,0,995,0.12031463281633961,0.03152299143690953,0.05197302218458099,0.5846410664982966,0.026532101126486997,0.10150236372186833,0.08351382221551792,Bumps,Other_Faults
0,9,0,1177,0.737734301071932,0.0022963179091770062,0.025144563439131393,0.19122711210723167,0.019020015372726188,0.002286766481536032,0.022290923618265693,Bumps,Bumps
0,9,0,1182,0.6163033985786062,0.0050524184329726295,0.02531779736564648,0.26957102554161994,0.01517759639696169,0.003893669135215298,0.06468409454897749,Bumps,Bumps
0,9,0,1020,0.6147102933067041,0.002098364746720801,0.029337079554315294,0.24995805929699264,0.03920788802990462,0.0024300514900920584,0.06225826357527043,Bumps,Bumps
0,9,0,1128,0.5465998169613581,0.0029184166894033205,0.07342975186208939,0.3252443118015029,0.020440231981656332,0.005017624988966547,0.02634984571502343,Bumps,Bumps
0,9,0,1042,0.5333384291813419,0.0017324041549655778,0.020521041680888863,0.3307628938704385,0.0559458674645704,0.03380845283855506,0.02389091080923938,Bumps,Bumps
0,9,0,1121,0.1389618824186772,0.03007361046141699,0.004402533552812038,0.28825250310269335,0.4856540957444772,0.0006295566502463055,0.05202581806967678,Bumps,Pastry
0,9,0,1094,0.27817967001786825,0.018556695077457233,0.007825614550581521,0.45815536594329376,0.06892759782500243,0.0020377092922070432,0.1663173472935896,Bumps,Other_Faults
0,9,0,1004,0.1575206658526507,0.02469798244442941,0.051417913193219145,0.5920784816726021,0.009304684770347293,0.06965622852139731,0.09532404354535379,Bumps,Other_Faults
0,9,0,1484,0.10555160681558663,0.012252222017808637,0.008946560511836258,0.5888878397485067,0.08859491980773601,0.0,0.19576685109852543,Other_Faults,Other_Faults
0,9,0,1400,0.48452839984378004,0.0008125000000000001,0.024696286985327394,0.3971230558192975,0.0003125,0.007354904560446665,0.08517235279114836,Other_Faults,Bumps
0,9,0,1752,0.376454562770915,0.0030968085664618687,0.015377575566819878,0.400513469477604,0.05165931062003817,0.01794480937345515,0.13495346362470564,Other_Faults,Other_Faults
0,9,0,1668,0.07341287787189611,0.0007311320754716981,0.6158533978316555,0.24895534191692192,0.014914815746786074,0.0,0.04613243455726854,Other_Faults,K_Scratch
0,9,0,1326,0.213120314801978,0.002138652211547749,0.051941732194130834,0.6047859532515363,0.0038211726998491707,0.003385116265396714,0.12080705857556119,Other_Faults,Other_Faults
0,9,0,1767,0.4254678800039505,0.0006666666666666666,0.022926679895382288,0.4192172719084467,0.0010485312899106002,0.006966194284130967,0.12370677595151179,Other_Faults,Bumps
0,9,0,1339,0.11330708577127484,0.021483927355192153,0.03938169038921273,0.5521763963868935,0.08247795291693519,0.0008040935672514619,0.1903688536132398,Other_Faults,Other_Faults
0,9,0,1439,0.5188928294750699,0.0025771084881934373,0.04424664185979544,0.3037929138099678,0.07881924587938442,0.011582748923436543,0.040088511564152364,Other_Faults,Bumps
0,9,0,1660,0.4250323839771778,0.003468686868686869,0.03916897052950558,0.3395845438337081,0.056730393136976316,0.0008545454545454545,0.13516047619939967,Other_Faults,Bumps
0,9,0,1342,0.586734040140215,0.00532020542474263,0.01625548406160546,0.26223137737826985,0.04518482844169135,0.0064889135720258275,0.0777851509814498,Other_Faults,Bumps
0,9,0,1420,0.5025072884650426,0.0014562908496732025,0.04943262179325487,0.35390727463058136,0.015591756835851997,0.0034654689461991696,0.073639298479397,Other_Faults,Bumps
0,9,0,1893,0.2414379817896221,0.012736428328641074,0.08682882607017531,0.4364076299907578,0.005847480282049213,0.007426492515632851,0.2093151610231213,Other_Faults,Other_Faults
0,9,0,1574,0.031060034060473814,0.05014282352063243,0.03148436207511833,0.505247524883219,0.12630558579081078,0.0,0.2557596696697451,Other_Faults,Other_Faults
0,9,0,1575,0.02284488896609579,0.10561950625526904,0.00458244536247282,0.48315269394338584,0.2585133362620941,5.434782608695652e-05,0.12523278138459537,Other_Faults,Other_Faults
0,9,0,1736,0.3340274545266736,0.004399109095683506,0.04347437880473773,0.44372727759766833,0.046960632080181676,0.0028840748145488194,0.12452707308050645,Other_Faults,Other_Faults
0,9,0,1667,0.5611817321549313,0.012408371478836899,0.011429064262638235,0.30427775552779623,0.04594829201548248,0.002527736835213128,0.06222704772510169,Other_Faults,Bumps
0,9,0,1776,0.41020984031240665,0.004145974668459912,0.02264729186299376,0.3807173347463233,0.0019218790676589137,0.016959024602520644,0.16339865473963655,Other_Faults,Bumps
0,9,0,1939,0.194605378904877,0.006537869185188811,0.12765126833078777,0.5225842488873981,0.003166808752486502,0.0020647773279352227,0.14338964861132653,Other_Faults,Other_Faults
0,9,0,1464,0.6233202797769315,0.0008689217758985202,0.07967982882129043,0.2581491144879091,0.012054185027441955,0.0028591058358446958,0.023068564274683834,Other_Faults,Bumps
0,9,0,1495,0.06024050807233675,0.0300066583210219,0.012584543068781665,0.5134760662468489,0.17647189533793456,0.0,0.207220328953076,Other_Faults,Other_Faults
0,9,0,1679,0.20496176855040837,0.004816720910332096,0.11405645897959087,0.6177822967876497,0.0012792207792207794,0.007035159182249975,0.05006837481054821,Other_Faults,Other_Faults
0,9,0,1837,0.13387529476447832,0.03105651273752956,0.05020055025058972,0.5419711326841946,0.09349288715172623,0.005526373768362116,0.14387724864311938,Other_Faults,Other_Faults
0,9,0,1398,0.1532401161858997,0.014646243558863037,0.06066069841825099,0.6247857837235743,0.01665807559870441,0.0025208567648917594,0.12748822574981575,Other_Faults,Other_Faults
0,9,0,1596,0.11704135080226515,0.13736304788899628,0.008170865008566515,0.3610945456206094,0.22655260639073746,0.009344632941996027,0.1404329513468291,Other_Faults,Other_Faults
0,9,0,1810,0.0684094865012729,0.047916831777243936,0.027758072149716897,0.6352320580499736,0.025480857307502425,0.1293325555729459,0.06587013864134446,Other_Faults,Other_Faults
0,9,0,1348,0.1549797929723116,0.021649913556283065,0.001307471264367816,0.3787804378246274,0.3511257993036886,0.00254554162312783,0.0896110434555935,Other_Faults,Other_Faults
0,9,0,1868,0.057455789231532606,0.04522785631622193,0.01993353703691878,0.8359638784053313,0.00528299974324843,0.022096635718270998,0.014039303548475374,Other_Faults,Other_Faults
0,9,0,1804,0.5308515854466116,0.0008138112536140559,0.01658815497349554,0.3273574766537084,0.06701570339192153,0.011729922995932108,0.04564334528471673,Other_Faults,Bumps
0,9,0,1724,0.33439117496591897,0.008505254420556939,0.03603903933633579,0.43126901539742407,0.09209095642097401,0.0018418161959744112,0.09586274326281576,Other_Faults,Other_Faults
0,9,0,1614,0.16541302468272417,0.002120768134840143,0.0638700426445398,0.6781255607665223,0.0,0.004030849344717179,0.0864397544266565,Other_Faults,Other_Faults
0,9,0,1437,0.21286559052071521,0.010319197169474253,0.06188533362259711,0.5580331631919845,0.006649748954952192,0.014995070266099517,0.1352518962741774,Other_Faults,Other_Faults
0,9,0,1625,0.4418044043994115,0.0020130545310152567,0.01752762310795906,0.29702121367305756,0.027818421204775786,0.009581026311468259,0.20423425677231247,Other_Faults,Bumps
0,9,0,1910,0.1505700116233163,0.01118160839264442,0.042572367346395766,0.5958504136087961,0.0008210180623973727,0.03626931309639545,0.16273526787005438,Other_Faults,Other_Faults
0,9,0,1384,0.10031391564285236,0.010450418632480703,0.04903312765039933,0.8109455571438343,0.002897249809014515,0.008423554522819229,0.017936176598599196,Other_Faults,Other_Faults
0,9,0,1865,0.04839780774647708,0.04201701610183171,0.030803762382617204,0.8438267685948692,0.008246293412056181,0.012395519418505745,0.014312832343642024,Other_Faults,Other_Faults
0,9,0,1453,0.5002864639613692,0.00721455672334413,0.034624709011920864,0.2542191883258748,0.1024462412290224,0.0010275711817293966,0.10018126956673891,Other_Faults,Bumps
0,9,0,1602,0.2172696590311847,0.0008321377331420374,0.1903870819606935,0.46331861995086776,0.004905591569753769,0.0009878048780487805,0.12229910487630923,Other_Faults,Other_Faults
0,9,0,1462,0.5620495513342306,0.005531517749874475,0.048829440481015,0.2654503967257114,0.06477045027709398,0.0014890282131661441,0.05187961521890824,Other_Faults,Bumps
0,9,0,1734,0.16272212277729678,0.009621832179490305,0.013170456763098061,0.5444135049607225,0.06934558887458464,0.001327482605945604,0.19939901183886216,Other_Faults,Other_Faults
0,9,0,1336,0.12279952096497755,0.10799461479918236,0.003683333255311474,0.3247627533451681,0.39097114865402205,0.0001,0.04968862898133817,Other_Faults,Pastry
0,9,0,1806,0.323030305896343,0.006082875874172533,0.022231033678895683,0.4464818458853593,0.004380822381826686,0.021991139607713327,0.17580197667568953,Other_Faults,Other_Faults
0,9,0,1906,0.14111286861907085,0.03319531245809085,0.06239766159713152,0.47703654400793,0.007401358133167986,0.054618560149349044,0.2242376950352597,Other_Faults,Other_Faults
0,9,0,1584,0.3065353763854055,0.016240463895124613,0.028010875669443575,0.4735342536873936,0.0237134470775994,0.03954279015146014,0.1124227931335731,Other_Faults,Other_Faults
0,9,0,1413,0.52262964103866,0.0028339554197382255,0.033990043953663056,0.34530000117684617,0.04310981881869955,0.017205140323375955,0.03493139926901688,Other_Faults,Bumps
0,9,0,1708,0.043889473185960357,0.025986172647553648,0.11187303135934344,0.568160586585751,0.08551869619222441,0.0,0.16457204002916717,Other_Faults,Other_Faults
0,9,0,1381,0.07324411472117719,0.0015491034020445784,0.14097829617722213,0.7718773983183007,0.0,0.002954545454545454,0.009396541926709301,Other_Faults,Other_Faults
0,9,0,1296,0.26629199005387993,0.0032262181309305337,0.07418619389939134,0.4624402623130803,0.12994907173734055,0.0020208371749953903,0.061885426690381766,Other_Faults,Other_Faults
0,9,0,1570,0.4088929006978576,0.009327653247784779,0.09515183025735503,0.3693848368323399,0.07806664851343853,0.010336270856488687,0.028839859594735694,Other_Faults,Bumps
0,9,0,1887,0.09610648760247165,0.06713862905684352,0.0021359447168611853,0.4321363465729408,0.27399907314305333,0.00011181909045477261,0.12837169981737462,Other_Faults,Other_Faults
0,9,0,1722,0.2410084010479314,0.0029353916274288323,0.02256471286386544,0.49186503306043605,0.00999995591161386,0.0032696078431372544,0.22835689764558714,Other_Faults,Other_Faults
0,9,0,1299,0.15264488708050383,0.036158531197312785,0.019709082629670586,0.5210329396193538,0.16442600765920978,0.0021677963200562905,0.10386075549389297,Other_Faults,Other_Faults
0,9,0,1735,0.2698337040933401,0.00672178452802327,0.03512210470344337,0.5010312145760341,0.056047409078778455,0.01291033331565519,0.11833344970472572,Other_Faults,Other_Faults
0,9,0,1452,0.6127604954318605,0.001677779584756329,0.0702027602653908,0.26633154857291097,0.03201139118799492,0.0011872135827511081,0.015828811374335366,Other_Faults,Bumps
0,9,0,1798,0.25268285752235964,0.003531322809773059,0.01258132813031126,0.41021341739770245,0.010358258935559144,0.02297637110716671,0.28765644409712765,Other_Faults,Other_Faults
0,9,0,1457,0.5920704791008101,0.001921411680493587,0.021300472268302468,0.2928329087718573,0.021810972377384035,0.028387983434903227,0.041675772366248934,Other_Faults,Bumps
0,9,0,1274,0.1597296414507992,0.013226357610870028,0.010108775379237931,0.30535066467551886,0.45432234842484726,0.0012269592476489028,0.05603525321107778,Other_Faults,Pastry
0,9,0,1629,0.23852577745920794,0.036753322982364015,0.02146013424928645,0.37695027905000345,0.2330711578490973,0.008247591071570198,0.08499173733847026,Other_Faults,Other_Faults
0,9,0,1819,0.2894537183456929,0.03504708935777369,0.0036892508621104115,0.40474810685515955,0.2295896391990434,0.006918392123706033,0.030553803256513738,Other_Faults,Other_Faults
0,9,0,1730,0.31283637566005207,0.0029136788223535293,0.04263404987325062,0.45640407403298816,0.04538424583540292,0.0013568443051201673,0.13847073147083253,Other_Faults,Other_Faults
0,9,0,1471,0.5955103866363243,0.00129793823774104,0.032008896054838296,0.3070081762800746,0.03182978596838418,0.012386641818293596,0.019958175004343992,Other_Faults,Bumps
0,9,0,1779,0.2874129662060347,0.002215423465423465,0.07012602713198204,0.4661038484885129,0.002188620346515083,0.00035714285714285714,0.17159597150438896,Other_Faults,Other_Faults
0,9,0,1717,0.17830483919589116,0.0042862323003043075,0.04389170037787384,0.5770779630166719,0.0017948028673835123,0.004454546263316413,0.19018991597855883,Other_Faults,Other_Faults
0,9,0,1445,0.5041327312270343,0.0018839338699940312,0.034593222227280375,0.4027531459495647,0.021377729328820406,0.014600586495016452,0.02065865090228969,Other_Faults,Bumps
0,9,0,1440,0.5738952907178271,0.0011942787583688374,0.05139555107629254,0.2858587406412866,0.04180591374001802,0.0004261083743842364,0.04542411669182313,Other_Faults,Bumps
0,9,0,1842,0.09416498995072958,0.05706956871217996,0.04312774253227127,0.5259688242237636,0.11227930714597228,0.0017205304274269793,0.16566903700765637,Other_Faults,Other_Faults
0,9,0,1703,0.06280738139829825,0.025961144185243454,0.022932896875831506,0.528124880873071,0.07314418878729036,0.0,0.28702950788026527,Other_Faults,Other_Faults
0,9,0,1634,0.5721939703112028,0.004322319216162787,0.03265931391903376,0.2619287805450813,0.0731523316617541,0.01499803498458689,0.040745249362178056,Other_Faults,Bumps
0,9,0,852,0.012976080684799173,0.5847170976665549,0.0014434343434343432,0.17184385909770705,0.1940826012506782,0.00030408163265306117,0.0346328453241729,Dirtiness,Dirtiness
0,9,0,847,0.08977680523030472,0.26914001696528533,0.003752993317999734,0.24182330729698567,0.3650814841986623,0.0017182536675147515,0.028707139323247498,Dirtiness,Pastry
0,9,0,835,0.09419345331583517,0.05348023341945427,0.018322814443662946,0.7285105360687484,0.010816635047494017,0.042474270526500414,0.05220205717830487,Dirtiness,Other_Faults
0,9,0,816,0.06354606674933679,0.031551554579783335,0.04082463143847457,0.5247755389782246,0.03990984599786445,0.00043478260869565214,0.2989575796476208,Dirtiness,Other_Faults
0,9,0,812,0.06309035538842278,0.0172535802476415,0.025157256546572145,0.5016277888014539,0.0929423717825228,0.0,0.2999286472333865,Dirtiness,Other_Faults
0,9,0,830,0.19153676426824504,0.04637811359748306,0.10292244752304466,0.5402356416550734,0.0045106876404830375,0.019382947899376658,0.09503339741629409,Dirtiness,Other_Faults
0,9,0,433,0.0012783920460597755,0.00031446540880503143,0.9864232643893804,0.006409798319082238,0.0008176100628930817,0.0,0.004756469773779374,K_Scratch,K_Scratch
0,9,0,386,0.4639165028813623,0.0003448275862068965,0.10840898800320171,0.3626081561432672,0.022888541838077883,6.896551724137931e-05,0.04176401803064236,K_Scratch,Bumps
0,9,0,416,0.001721799753970526,0.00031446540880503143,0.9853974276753844,0.010559088379934165,0.0008176100628930817,0.0,0.00118960871901264,K_Scratch,K_Scratch
0,9,0,455,0.00013356445985287908,0.00031446540880503143,0.9899334598139566,0.006184240451888321,0.0008176100628930817,0.0,0.002616659802603971,K_Scratch,K_Scratch
0,9,0,514,0.11129011163512277,0.0038762917190336547,0.6000956087924264,0.21969380193209403,0.0025289853515659965,0.0,0.06251520056975657,K_Scratch,K_Scratch
0,9,0,536,0.01397562501292167,0.0,0.8852692865581635,0.09624329781808609,0.0017320261437908497,0.0,0.00277976446703688,K_Scratch,K_Scratch
0,9,0,434,0.003074740930441114,0.00031446540880503143,0.9895228512319038,0.0041799883528265466,0.0008176100628930817,0.0,0.002090344013130287,K_Scratch,K_Scratch
0,9,0,441,0.022253835058739315,0.00035714285714285714,0.8982574982390799,0.07035985845317924,0.0,0.00035714285714285714,0.008414522534715484,K_Scratch,K_Scratch
0,9,0,370,0.2761771168398777,0.006275886835450166,0.29300643392300485,0.34071304274152214,0.01213012949738897,0.024224458850089267,0.047472931312666763,K_Scratch,Other_Faults
0,9,0,670,0.0008928248008644906,0.0,0.9874044073982688,0.011667432111820671,0.0,0.0,3.53356890459364e-05,K_Scratch,K_Scratch
0,9,0,674,0.0008928248008644906,0.0,0.9856220643506206,0.013449775159468822,0.0,0.0,3.53356890459364e-05,K_Scratch,K_Scratch
0,9,0,391,0.02055538916247892,0.025196899573949022,0.4201811336536035,0.28383425405586643,0.1126531285139313,0.0,0.13757919504017063,K_Scratch,K_Scratch
0,9,0,489,0.004933854230933725,0.00031446540880503143,0.9850037716391846,0.006526770060874638,0.0008176100628930817,0.0,0.002403528597308786,K_Scratch,K_Scratch
0,9,0,376,0.18513020837325642,0.036739119050069186,0.20283965335523516,0.3623114565440651,0.11934740225132975,0.06188305320916127,0.03174910721688316,K_Scratch,Other_Faults
0,9,0,458,0.0007217997539705262,0.00031446540880503143,0.9904969534686581,0.005871327292542994,0.0008176100628930817,0.0,0.001777844013130287,K_Scratch,K_Scratch
0,9,0,712,0.0170299447364106,0.00035714285714285714,0.8559506162921466,0.11898178653753864,0.0019230769230769232,0.00035714285714285714,0.005400289796540539,K_Scratch,K_Scratch
0,9,0,485,0.0026503711825419545,0.00031446540880503143,0.9655422397294312,0.01572158872453071,0.003462334619382344,0.0,0.012309000335308285,K_Scratch,K_Scratch
0,9,0,480,0.0012783920460597755,0.00031446540880503143,0.9798978500195245,0.009440179149206328,0.00251695646812184,0.0,0.006552156908282298,K_Scratch,K_Scratch
0,9,0,507,0.007272513653463559,0.0,0.9580775526595636,0.028750037358856242,0.0,0.0,0.0058998963281163795,K_Scratch,K_Scratch
0,9,0,645,0.00030458950674684356,0.0,0.9919879893938465,0.007672085410360666,0.0,0.0,3.53356890459364e-05,K_Scratch,K_Scratch
0,9,0,675,0.001448380356420046,0.0,0.9878691216096749,0.01040024876461243,0.0,0.0,0.00028224926929285,K_Scratch,K_Scratch
0,9,0,730,0.11218164374819889,0.004605509335996714,0.5703455861581879,0.26173929954598596,0.005514150536899224,0.0011225806451612903,0.044491230029569805,K_Scratch,K_Scratch
0,9,0,513,0.004035839328610451,0.00031446540880503143,0.97453896320906,0.012260061932273,0.0008176100628930817,0.0,0.008033060058358448,K_Scratch,K_Scratch
0,9,0,679,0.0021097560177957076,0.0,0.9752179129286859,0.02263699536447215,0.0,0.0,3.53356890459364e-05,K_Scratch,K_Scratch
0,9,0,500,0.008533626794372098,0.0,0.960127007893162,0.026489889152416478,0.0,0.00035714285714285714,0.004492333302906296,K_Scratch,K_Scratch
0,9,0,383,0.292252040549662,0.002569409756909757,0.1960172631122981,0.4438970351236313,0.0148306038203674,0.0010173160173160172,0.04941633161981509,K_Scratch,Other_Faults
0,9,0,665,0.0007212561734135102,0.0,0.9854683502273018,0.013248742120764958,0.0,0.0,0.0005616514785196206,K_Scratch,K_Scratch
0,9,0,603,0.0007393721154424957,0.0,0.9925273881682953,0.006697904027216123,0.0,0.0,3.53356890459364e-05,K_Scratch,K_Scratch
0,9,0,380,0.28914343497046074,0.007095403353010291,0.35776258953252776,0.2802601726064504,0.02283670259238249,0.012623875386425312,0.030277821558742955,K_Scratch,K_Scratch
0,9,0,697,0.23649077447294473,0.018604688814593404,0.09433099959318728,0.4700715290759181,0.005589869700504137,0.02392825468920004,0.15098388365365237,K_Scratch,Other_Faults
0,9,0,394,0.010561254852249154,0.00031446540880503143,0.9549487511673739,0.02480748964289397,0.0008176100628930817,0.0,0.008550428865784799,K_Scratch,K_Scratch
0,9,0,542,0.004248558147977148,0.0,0.968020569092247,0.02329672190050089,0.0005555555555555556,0.0,0.00387859530371938,K_Scratch,K_Scratch
0,9,0,694,0.00030458950674684356,0.0,0.9910284018856348,0.008631672918572465,0.0,0.0,3.53356890459364e-05,K_Scratch,K_Scratch
0,9,0,686,0.0022122227941755277,0.0,0.9779708850416085,0.017858172306687695,0.0,0.0,0.001958719857528144,K_Scratch,K_Scratch
0,9,0,502,0.0007217997539705261,0.00031446540880503143,0.9743634348741561,0.01234763914469878,0.00251695646812184,0.0,0.009735704350247591,K_Scratch,K_Scratch
0,9,0,447,0.006724890645499551,0.00031446540880503143,0.9767467801218381,0.013730454565760863,0.0008176100628930817,0.0,0.0016657991952031162,K_Scratch,K_Scratch
0,9,0,404,0.005262696112513943,0.00031446540880503143,0.9687167554064766,0.01664760378609663,0.0011747529200359388,0.0,0.007883726366071464,K_Scratch,K_Scratch
0,9,0,369,0.259858824992491,0.00443026457022445,0.322357834013583,0.3390221524536877,0.01758219998127246,0.027359466416068585,0.029389257572672748,K_Scratch,Other_Faults
0,9,0,368,0.2527636799293463,0.012234276051398993,0.30228762857870395,0.3149423390113095,0.049163129428309124,0.014455510359143999,0.05415343664178806,K_Scratch,Other_Faults
0,9,0,101,0.20504990343623156,0.009333654940912666,0.008664220011329618,0.5084855887260565,0.21168016299806236,0.0020648345182247584,0.05472163536918212,Pastry,Other_Faults
0,9,0,148,0.07740869009271573,0.10683324872121164,0.009843556839445608,0.23959895209472137,0.50688664103562,0.0001,0.059328911216285564,Pastry,Pastry
0,9,0,8,0.2587049271814416,0.009622613662176795,0.015641233397427713,0.4169259377127539,0.2562670263679037,0.0009903381642512076,0.041847923514044955,Pastry,Other_Faults
0,9,0,138,0.23705570918906374,0.014518114011113406,0.0035818414390661286,0.495166809911142,0.1993646003466994,0.0034277245018043967,0.046885200601110795,Pastry,Other_Faults
0,9,0,32,0.12987918531574744,0.03065509048161233,0.017559681071740045,0.3953654881352928,0.38950701898015405,0.0018535783830555797,0.0351799576323976,Pastry,Other_Faults
0,9,0,131,0.08751211551378646,0.042695217129573367,0.013951099642755656,0.4158075563669229,0.24358355534240694,5.434782608695652e-05,0.19639610817846762,Pastry,Other_Faults
0,9,0,2,0.16333594445296448,0.14988687353211097,0.011293004983703798,0.3409339309723503,0.20518959761874156,0.035525801326076606,0.09383484711405227,Pastry,Other_Faults
0,9,0,143,0.18428610392197478,0.02603555462349819,0.005873125678514652,0.4067347903287738,0.286023955447943,0.0014841056469344022,0.08956236435236091,Pastry,Other_Faults
0,9,0,49,0.3983318239051962,0.01904387937152791,0.05092341315229398,0.3369520277074387,0.14275516555063458,0.021125541821447956,0.03086814849146056,Pastry,Bumps
0,9,0,108,0.21942112502188865,0.023292563299660434,0.002844948572006414,0.48832728905630796,0.062135078191887586,0.003164984408695517,0.20081401144955346,Pastry,Other_Faults
0,9,0,147,0.2125446546233289,0.007910566686650303,0.013974741615192313,0.31854558811760997,0.407355490303453,0.0,0.0396689586537654,Pastry,Pastry
0,9,0,117,0.10669778870712776,0.026897887113416785,0.0019103803220910766,0.22473683035544437,0.5716755518784435,0.00035714285714285714,0.0677244187663337,Pastry,Pastry
0,9,0,74,0.3580331246734872,0.007910527042764307,0.06600201704755623,0.3517809492829382,0.1376480279054894,0.008882399523285121,0.06974295452447933,Pastry,Bumps
0,9,0,146,0.09413413551048048,0.030534980336960928,0.018225078919781434,0.21364324931752524,0.5000409519395166,0.0,0.14342160397573517,Pastry,Pastry
0,9,0,7,0.17711151976859513,0.0329809900089754,0.07806005971448692,0.4832486997299316,0.18610118809058648,0.008829070210007131,0.03366847247741719,Pastry,Other_Faults
0,9,0,324,0.10822525184656497,0.10307513431763521,0.005510985619641874,0.3756315685288347,0.29793956475672745,5.434782608695652e-05,0.10956314710450872,Z_Scratch,Other_Faults
0,9,0,160,0.180007391292833,0.01178309797787352,0.027611824769174946,0.4454922149432246,0.023777551619556143,0.0,0.3113279193973377,Z_Scratch,Other_Faults
0,9,0,233,0.23782381987242038,0.0017517482517482516,0.09326945038069999,0.47133496976851147,0.007946136307120287,0.00035714285714285714,0.1875167325623565,Z_Scratch,Other_Faults
0,9,0,187,0.1849607168471944,0.012470407823380453,0.017534756122277177,0.38240901438038216,0.004404040469840743,0.018427557475352234,0.3797935068815728,Z_Scratch,Other_Faults
0,9,0,231,0.25830544798664357,0.015131214621657191,0.022599637358496544,0.48816494073127226,0.03795395329273204,0.027443566667738537,0.15040123934145977,Z_Scratch,Other_Faults
0,9,0,238,0.07459438987662365,0.009022338173158917,0.03018191950228549,0.5743343001184171,0.042927074961973545,0.0,0.26893997736754144,Z_Scratch,Other_Faults
0,9,0,213,0.04804845971889767,0.019422836501593762,0.042196160711291925,0.5557471517665139,0.0755025655477244,0.0,0.259082825753978,Z_Scratch,Other_Faults
0,9,0,197,0.14886749259181387,0.0341645143271885,0.034403222348861055,0.4884659055541902,0.14745641992714595,0.00015434782608695654,0.14648809742471358,Z_Scratch,Other_Faults
0,9,0,227,0.07131471313954635,0.016964252040058813,0.29585081860432194,0.44651455190805456,0.05219752019243496,0.0,0.11715814411558347,Z_Scratch,Other_Faults
0,9,0,343,0.20451975516250184,0.02926925947396649,0.007557173235457255,0.4578190620206118,0.0839044775726997,0.003119507070603089,0.21381076546415978,Z_Scratch,Other_Faults
0,9,0,225,0.25385165317998704,0.019206747114172477,0.009976089041089202,0.3992885723698039,0.039501965741445336,0.0025229608471258698,0.27565201170637615,Z_Scratch,Other_Faults
0,9,0,243,0.17469388532003283,0.10852703175287318,0.005813477447326942,0.30807183487156786,0.18067480306856495,0.004004402210659376,0.2182145653289746,Z_Scratch,Other_Faults
0,9,0,218,0.1962067648995286,0.004462205664992043,0.15940162610840436,0.3996872063515713,0.010331399545837585,0.0,0.22991079742966597,Z_Scratch,Other_Faults
0,9,0,165,0.0504524858572236,0.01557188461105852,0.04496478382178288,0.5853155484950578,0.05232103306250397,0.0,0.251374264152373,Z_Scratch,Other_Faults
0,9,0,159,0.15181232206816708,0.014450475893353062,0.03857993351011388,0.5488874132747921,0.0749096210863171,0.08523585021298784,0.08612438395426887,Z_Scratch,Other_Faults
0,9,0,342,0.02478784429805338,0.1025383247412289,0.02669788499291793,0.40395289766570014,0.275525692025322,5.434782608695652e-05,0.16644300845069054,Z_Scratch,Other_Faults
0,9,0,234,0.22848265827588382,0.011277544092111968,0.02129229369807292,0.45976812905028874,0.03313859904682335,0.05046196504951527,0.19557881078730396,Z_Scratch,Other_Faults
0,9,0,170,0.1774837964803603,0.00926687008393821,0.01222606211687905,0.5081974641561101,0.054239279136184,0.00041666666666666664,0.23816986135986146,Z_Scratch,Other_Faults
0,9,0,168,0.07020996350140715,0.014729243800006587,0.019986018641548167,0.5232930028012329,0.07030398633663663,0.0,0.30147778491916816,Z_Scratch,Other_Faults
0,9,0,776,0.07402282558886059,0.02426037573684627,0.02904157011426542,0.4757579179027676,0.026649181591856565,0.3368888383913783,0.033379290674025425,Stains,Other_Faults
0,9,0,783,0.06216110228525,0.004072409561058904,0.013354954470243263,0.0899072245018893,0.005737795797674171,0.8125437332149059,0.012222780168978162,Stains,Stains
0,9,0,740,0.038633559851450866,0.0018768689617473353,0.06536220123680576,0.12282337434459911,0.01635683276857395,0.7477860644386536,0.007161098398169336,Stains,Stains
0,9,0,751,0.015971570000186782,0.0023836160525981948,0.06000724194834071,0.08754826089544315,0.01212504826785862,0.8201317505203012,0.001832512315270936,Stains,Stains
0,9,0,789,0.06945776127839029,0.03342768025976226,0.018999625057080697,0.6521937585284158,0.025083321319289115,0.16404605051001386,0.03679180304704808,Stains,Other_Faults
0,9,0,763,0.08402155152724301,0.00444780026175375,0.030276095233879485,0.14518697227728597,0.016759374664792572,0.7134434107758367,0.005864795259208506,Stains,Stains
0,9,0,794,0.025937928975000402,0.0041140762277255705,0.015289467349571545,0.06915764515412852,0.005726151864738679,0.8762864951347175,0.003488235294117647,Stains,Stains
0,9,0,806,0.21419055819996713,0.017673795799367488,0.03712473449871896,0.3623126974818647,0.03475373308804498,0.23494099305530336,0.09900348787673321,Stains,Other_Faults