% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Mon Apr  9 18:58:19 2018
% Created by run_task()
@RELATION openml_task_146817_predictions

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

@DATA
0,0,0,1136,0.787582344537427,0.0025590675664205077,0.007735670701847173,0.1647521671869956,0.01501532945599441,0.021563753884649022,0.0007916666666666668,Bumps,Bumps
0,0,0,867,0.35874571599710936,0.0017670458196773983,0.08269025736904993,0.5101246132453712,0.0010410641989589357,0.00037896825396825396,0.045252335115864524,Other_Faults,Bumps
0,0,0,887,0.7338579310206105,0.005444322344322344,0.018980308743544037,0.17270032557226062,0.04475585091125201,0.021155635171502034,0.003105626236508589,Bumps,Bumps
0,0,0,983,0.8204550549471471,0.00714037629037629,0.010670221934927816,0.12077014218712302,0.01538492453800369,0.024384496291462235,0.0011947838109602816,Bumps,Bumps
0,0,0,959,0.6929613597349239,0.011056202993772652,0.0003333333333333334,0.28517016019808267,0.007650746936690538,0.00014285714285714284,0.0026853396603396603,Bumps,Bumps
0,0,0,947,0.8827083880739146,0.001661064425770308,0.0007582417582417582,0.09648580552918015,0.01736500700022371,0.0005,0.0005214932126696833,Bumps,Bumps
0,0,0,1188,0.5007741703589631,0.006342689293850285,0.004148824129087287,0.3944079091198656,0.0836907741209599,0.006617990832696714,0.004017642144577129,Bumps,Bumps
0,0,0,1176,0.8725584146010584,0.0002857142857142857,0.002714616755793226,0.1223324736674313,0.001592406420997079,0.0,0.000516374269005848,Bumps,Bumps
0,0,0,1068,0.4441699670663312,0.0,0.0,0.48825942400355504,0.022420445232442125,0.0007142857142857142,0.04443587798338573,Other_Faults,Bumps
0,0,0,976,0.38717219845571244,0.19227204493992428,0.002165750915750916,0.30503230964082395,0.1035402050936108,0.006487775786305199,0.0033297151678730623,Bumps,Bumps
0,0,0,966,0.3265028343775247,0.0034865570274239008,0.002096703296703296,0.6090922105816293,0.02409552436652651,0.002128471528471528,0.03259769882172087,Other_Faults,Bumps
0,0,0,1165,0.6791942367316208,0.0006190476190476191,0.01288270193858429,0.29360368450778696,0.012072843822843824,0.0,0.0016274853801169589,Bumps,Bumps
0,0,0,1161,0.6819370312659481,0.00847636603162919,0.001353174603174603,0.28698075676817186,0.0014587846364162154,0.0005576441102756891,0.01923624258438499,Bumps,Bumps
0,0,0,1007,0.1972280974466699,0.005186625826873504,0.0004583333333333333,0.512438947037617,0.2557198956739381,0.002340200322553264,0.026627900359014908,Other_Faults,Bumps
0,0,0,1262,0.629935415075868,0.012252502751806157,0.003852662043838514,0.3047989669164087,0.044609931073398564,0.0,0.004550522138680034,Bumps,Bumps
0,0,0,1054,0.6747760406492004,0.003890643506819978,0.0,0.2973317602788024,0.015913700858824698,0.001410014985014985,0.0066778397213381755,Bumps,Bumps
0,0,0,1244,0.39976969734099277,0.03419981093897501,0.01998297078738255,0.4671073257099163,0.026039585887109095,0.01345858996524631,0.03944201937037849,Other_Faults,Bumps
0,0,0,1010,0.3965664269285814,0.0010228937728937728,0.003454901960784314,0.5434159955882278,0.025166061380999458,0.0020205128205128204,0.028353207548000418,Other_Faults,Bumps
0,0,0,1166,0.7477068100154882,0.0011009341535657322,0.008418394024276377,0.2363875791208987,0.0042427709687300474,0.0002857142857142857,0.001857797431326843,Bumps,Bumps
0,0,0,1076,0.5385283121436524,0.008698507864684334,0.021080362788674808,0.383561291439002,0.01844606573897528,0.02793332327287435,0.001752136752136752,Bumps,Bumps
0,0,0,928,0.627737477914243,0.004392555483731955,0.0011373737373737373,0.3334332095711979,0.02416479478381954,0.00346177337155598,0.005672815138078296,Bumps,Bumps
0,0,0,1223,0.9688540201027042,0.0002222222222222222,0.0,0.025318666567350784,0.0005932400932400931,0.0,0.0050118510144825925,Bumps,Bumps
0,0,0,958,0.6850622097802437,0.009071988025734157,0.00018181818181818183,0.2904683105989299,0.013695435318035937,0.00034285714285714285,0.0011773809523809523,Bumps,Bumps
0,0,0,1167,0.8617527560439288,0.0006190476190476191,0.004001167133520075,0.12939180808086787,0.003818554455968643,0.0,0.00041666666666666664,Bumps,Bumps
0,0,0,931,0.9188250172771842,0.0006666666666666666,0.0006000000000000001,0.06427140280600031,0.012405022918258212,0.0,0.0032318903318903315,Bumps,Bumps
0,0,0,1261,0.5215150564340466,0.008566583210391257,0.009032939282939283,0.39314684391601845,0.04213770411660099,0.0001111111111111111,0.025489761928892365,Bumps,Bumps
0,0,0,1064,0.6252695745726133,0.0018186507936507937,0.0,0.3550567884236583,0.01144610094329774,0.0011904761904761904,0.005218409076303813,Bumps,Bumps
0,0,0,914,0.8265255158058165,0.012630296251735878,0.00033695652173913043,0.13547272511772043,0.020300623519105145,0.0015595238095238095,0.003174358974358974,Bumps,Bumps
0,0,0,1085,0.4500916444408704,0.009755291028201244,0.009626793261777782,0.43456331476438487,0.08809338914402187,0.00761956736074383,0.00025,Bumps,Bumps
0,0,0,1082,0.31416403149878064,0.001033008658008658,0.12829757165330602,0.48618254762890656,0.052916993466916064,0.0022174603174603172,0.015188386776622069,Other_Faults,Bumps
0,0,0,1006,0.433114381560842,0.0025538461538461535,0.0006333333333333333,0.4114588319236741,0.04213451442606239,0.001553846153846154,0.10855124644839635,Bumps,Bumps
0,0,0,977,0.3458136306774396,0.15429171744148534,0.007548915412073306,0.30997460955968725,0.17421739152361396,0.001463961038961039,0.006689774346740293,Bumps,Bumps
0,0,0,1026,0.7537210044272894,0.01423222240779516,0.00015384615384615385,0.19674575293987076,0.028685558321966984,0.00036764705882352946,0.00609396869040832,Bumps,Bumps
0,0,0,986,0.34766345311035696,0.021259162148481028,0.014988888888888887,0.5951506413607035,0.013594117183126473,0.0022872549019607846,0.005056482406482408,Other_Faults,Bumps
0,0,0,937,0.9318189121765745,0.0,0.0004,0.053858211027019084,0.01318172905525847,0.0,0.0007411477411477412,Bumps,Bumps
0,0,0,1013,0.684170721909412,0.00015384615384615385,0.0004444444444444444,0.25457991336508623,0.0297359637421402,0.0007205128205128205,0.030194597564558688,Bumps,Bumps
0,0,0,1253,0.026133422139050944,0.0016171122994652408,0.0005454545454545454,0.03912811550038517,0.10859923560864368,0.0,0.8239766599070003,Z_Scratch,Bumps
0,0,0,1096,0.3235654609826843,0.019067602183267147,0.0664472031408564,0.36457029663139834,0.18636235844852428,0.004216511060319109,0.03577056755295077,Other_Faults,Bumps
0,0,0,965,0.7557263496651266,0.00010526315789473683,0.024378767560269108,0.20930326092036616,0.0037860240636556426,0.0,0.006700334632687574,Bumps,Bumps
0,0,0,993,0.518781267571438,0.1154654711301771,0.0013515037593984961,0.3434026409349161,0.008353331755963337,0.00013333333333333334,0.0125124515147735,Bumps,Bumps
0,0,0,877,0.22168985176950448,0.014520422551304904,0.031455343197431616,0.6918287507621832,0.01512026242247605,0.02234603182298026,0.0030393374741200826,Other_Faults,Bumps
0,0,0,1494,0.04069705078776283,0.0041707027750371405,0.0150129865146893,0.6495266410147683,0.28772370922265605,0.0,0.002868909685086155,Other_Faults,Other_Faults
0,0,0,1651,0.5443352287297063,0.019749434097034713,0.013664321462850872,0.31667452362664056,0.07803505791594036,0.0033784657722738215,0.024162968395553534,Bumps,Other_Faults
0,0,0,1623,0.4821327817409251,0.01243338491573786,0.0015307189542483662,0.4692005578185147,0.008988668371980393,0.0008269230769230769,0.024886965121670313,Bumps,Other_Faults
0,0,0,1588,0.1215765525862243,0.0034593144557540844,0.035172631608157916,0.24757315978655,0.5815167887301823,0.0008571428571428571,0.009844409975988922,Pastry,Other_Faults
0,0,0,1386,0.08313686857443421,0.002818997668997669,0.11228659806825445,0.7804458379750858,0.0030120729228146105,0.007022143207669525,0.011277481582744742,Other_Faults,Other_Faults
0,0,0,1901,0.1884126704676846,0.006352056277056276,0.00031578947368421053,0.7499884121472221,0.03551283010075578,0.005317010440539852,0.014101231093057044,Other_Faults,Other_Faults
0,0,0,1513,0.11889780977536396,0.015074923958050894,0.015073582136817427,0.802513840605559,0.031265868892029876,0.005250016813252107,0.011923957818926854,Other_Faults,Other_Faults
0,0,0,1613,0.10897675749030246,0.0012,0.17668391229513522,0.6625112666745026,0.006107448107448108,0.0024142857142857147,0.04210632971832662,Other_Faults,Other_Faults
0,0,0,1380,0.09574828659415358,0.013293311688311684,0.004271994465802514,0.8663064562200791,0.0030291930291930285,0.004962598512598512,0.012388159489862275,Other_Faults,Other_Faults
0,0,0,1876,0.04851953413803258,0.004503058783321941,0.012517676767676766,0.906973491876201,0.009711183261183262,0.017441721840251254,0.0003333333333333333,Other_Faults,Other_Faults
0,0,0,1290,0.03929110082384074,0.021370408051737975,0.06352877120000892,0.7485138642750744,0.11571383159324342,0.0024646464646464646,0.009117377591448799,Other_Faults,Other_Faults
0,0,0,1685,0.04842892176323997,0.031207430959133732,0.01711873150928878,0.8628016231648286,0.013759902833664442,0.004800260351963138,0.021883129417881737,Other_Faults,Other_Faults
0,0,0,1478,0.5503196641607561,0.00016666666666666666,0.0,0.3615076270859085,0.05285427729133612,0.0,0.035151764795332746,Bumps,Other_Faults
0,0,0,1745,0.28059575769312284,0.0012782467532467534,0.003781765774645031,0.6622737580250774,0.01746921308825333,0.012601336898395722,0.021999921767259227,Other_Faults,Other_Faults
0,0,0,1321,0.025912882129909984,0.0034,0.01593247275600217,0.9364337755897356,0.005361164360235567,0.005871679954032895,0.007088025210084033,Other_Faults,Other_Faults
0,0,0,1795,0.23419081075405962,0.004104110182902753,0.001318997668997669,0.6561336535817277,0.08858913456437825,0.002623110223110223,0.013040183024824294,Other_Faults,Other_Faults
0,0,0,1285,0.18865050308876619,0.03179410409851586,0.014163263980601441,0.3871150705437907,0.24130241301272143,0.0036680400868481368,0.13330660518875698,Other_Faults,Other_Faults
0,0,0,1822,0.1507120165253004,0.000375,0.0,0.749419904392134,0.024254612440848797,0.0010454545454545454,0.07419301209626285,Other_Faults,Other_Faults
0,0,0,1617,0.06129063443722887,0.0,0.2014119047619048,0.6388013288620564,0.01827736951902587,0.0,0.08021876241978405,Other_Faults,Other_Faults
0,0,0,1529,0.05049320666433667,0.01587969003820397,0.14578283656487995,0.5255222351693712,0.23216431525990358,0.0002222222222222222,0.029935494081082318,Other_Faults,Other_Faults
0,0,0,1877,0.10199013837040155,0.005747691197691198,0.017002711993888465,0.7510037103952121,0.08230326670061966,0.018396084471084474,0.023556396871102753,Other_Faults,Other_Faults
0,0,0,1352,0.07977443542869242,0.0018657509157509156,0.29487044499188464,0.6073674817270794,0.0006785714285714286,0.0017247474747474748,0.013718568033273917,Other_Faults,Other_Faults
0,0,0,1788,0.23644574226083528,0.008758015135878913,0.058530158180312965,0.6268166232288525,0.040153436492987575,0.012959630221859326,0.016336394479273736,Other_Faults,Other_Faults
0,0,0,1325,0.03336693090191542,0.00013333333333333334,0.026811504912356298,0.9121691821336559,0.003673687423687423,0.01035727274961021,0.013488088545441488,Other_Faults,Other_Faults
0,0,0,1401,0.7138656879377934,0.0015619047619047617,0.001590270548165285,0.27401297185270873,0.004226172803804383,0.0,0.004742992095623676,Bumps,Other_Faults
0,0,0,1912,0.11205269261406703,0.00216696987223303,0.21281560522380966,0.5042052916789022,0.00191981351981352,0.004923563364739835,0.1619160637264353,Other_Faults,Other_Faults
0,0,0,1844,0.03414543920132155,0.009206725137607492,0.046304940716318396,0.8929477793422234,0.008575335156759305,0.0053805782736729025,0.003439202172096909,Other_Faults,Other_Faults
0,0,0,1603,0.06689800267671785,0.018416635248136793,0.003541110523463465,0.45224647133911855,0.4201176874295295,0.0004444444444444444,0.038335648338589524,Other_Faults,Other_Faults
0,0,0,1801,0.14864404966378644,0.0021291316526610643,0.0014252911690992188,0.7675378391502761,0.06150856629498436,0.0037259906759906764,0.015029131393202597,Other_Faults,Other_Faults
0,0,0,1737,0.048807192386217134,0.008064835164835164,0.007887767581575632,0.49494389477313505,0.4309033280762551,0.0004,0.008992982017982019,Other_Faults,Other_Faults
0,0,0,1354,0.06179617236049122,0.0006638655462184872,0.22472049257931623,0.599379518701113,0.00612029326882268,0.0026142129800024536,0.10470544456403595,Other_Faults,Other_Faults
0,0,0,1851,0.01408039431328905,0.013827576456910821,0.01480829035945135,0.9408055744109319,0.0062523785811711505,0.001887008281573499,0.008338777596672333,Other_Faults,Other_Faults
0,0,0,1791,0.39118902397874306,0.023678320655952236,0.0034220779220779218,0.5407548465246034,0.010384294910455904,0.0022595959595959596,0.028311840048571096,Other_Faults,Other_Faults
0,0,0,1714,0.17704383743019977,0.12255792630486137,0.02257479464979464,0.5239898791181298,0.1085038407619213,0.005180649484674253,0.040149072250419006,Other_Faults,Other_Faults
0,0,0,1769,0.045119794526602294,0.002087373737373737,0.03769078309891002,0.8612711021890419,0.00242989232989233,0.007055154107644348,0.04434590001053522,Other_Faults,Other_Faults
0,0,0,1532,0.24428834021888146,0.011619310505456015,0.010572571592494195,0.639083165131633,0.08514147293023457,0.00037606837606837606,0.008919071245232234,Other_Faults,Other_Faults
0,0,0,1759,0.0551119033967447,0.0003833333333333333,0.006157683982683982,0.7774875294018511,0.0014666666666666665,0.000838095238095238,0.15855478798062467,Other_Faults,Other_Faults
0,0,0,1355,0.1363363054472188,0.005254658937553674,0.027734938653575063,0.7913874532547068,0.005484405738740104,0.017832974532833192,0.015969263435372597,Other_Faults,Other_Faults
0,0,0,1740,0.038961299639473014,0.001141025641025641,0.009595287993740008,0.9200486912038774,0.00605459870366991,0.006127177234530177,0.018071919583684284,Other_Faults,Other_Faults
0,0,0,1604,0.37863821711708384,0.002531958237840591,0.08386010818349626,0.4624839175255178,0.0708286560789186,0.0013714285714285714,0.0002857142857142857,Other_Faults,Other_Faults
0,0,0,1481,0.04345554981654051,0.007197914658440974,0.008650123560649878,0.5720718391859263,0.3336779175674688,0.0,0.0349466552109741,Other_Faults,Other_Faults
0,0,0,1698,0.03847949400362576,0.01267787772046084,0.018037219110438922,0.881406597862511,0.046058869964109544,0.0,0.003339941338854382,Other_Faults,Other_Faults
0,0,0,1793,0.16445371554120058,0.025892151845402618,0.013149752114070998,0.37472498903027857,0.34703591053305893,0.0012691197691197692,0.07347436116686891,Other_Faults,Other_Faults
0,0,0,1657,0.14653665272038213,0.01734724127781404,0.09541037079535532,0.6036834803800919,0.01599811850516185,0.02892580065273563,0.09209833566845949,Other_Faults,Other_Faults
0,0,0,1620,0.2997694367528794,0.002046734431718952,0.00027192982456140344,0.6563446946948598,0.01801532638671957,0.002576007326007326,0.020975870583253804,Other_Faults,Other_Faults
0,0,0,1273,0.2297421709898963,0.022290968960968282,0.0031505050505050507,0.342172506704271,0.37558033379887923,0.002266374269005848,0.024797140226474584,Pastry,Other_Faults
0,0,0,1569,0.6030380330674242,0.0035341839447102607,0.012490020230887104,0.3649730340074668,0.010826090576090575,0.0002298136645962733,0.004908824508824509,Bumps,Other_Faults
0,0,0,1637,0.595829509113178,0.0147376436429068,0.009389514896867837,0.3642433988354266,0.010174630306054453,0.0,0.0056253032055663624,Bumps,Other_Faults
0,0,0,1351,0.2168399369546564,0.006544195424458581,0.027577970051963857,0.670130927706998,0.04152911002825862,0.0053617107436766875,0.03201614908998811,Other_Faults,Other_Faults
0,0,0,1450,0.2625288190362159,0.007691151650207376,0.0004222222222222222,0.6686978246137287,0.04678952794711308,0.0009682539682539682,0.012902200562259117,Other_Faults,Other_Faults
0,0,0,1738,0.10285974233025322,0.035741206746469904,0.0002857142857142857,0.8246755023871899,0.024578941835598188,0.008870862960568843,0.0029880294542059247,Other_Faults,Other_Faults
0,0,0,1766,0.1674013173613155,0.015631089077760903,0.07232296758968584,0.6771832282702119,0.022586731947103467,0.014451408868049735,0.03042325688587299,Other_Faults,Other_Faults
0,0,0,1503,0.12638686406276062,0.03893930777647293,0.009070150372503315,0.5776432053499859,0.21936521899890593,0.00036666666666666667,0.02822858677270442,Other_Faults,Other_Faults
0,0,0,1277,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,Other_Faults
0,0,0,1594,0.16759739177627395,0.02221146026316305,0.048676466283974026,0.7143007432706544,0.03652433372956593,0.002052323493499964,0.00863728118286942,Other_Faults,Other_Faults
0,0,0,1492,0.02360208124909295,0.009656177156177156,0.03319496675495126,0.8210117660405282,0.10209503509046851,0.0002666666666666667,0.010173307042115089,Other_Faults,Other_Faults
0,0,0,1830,0.07541732878232879,0.00261007326007326,0.15867579920079922,0.7302620116364547,0.018311221513264857,0.014598565607079544,0.000125,Other_Faults,Other_Faults
0,0,0,1658,0.17433949201526605,0.09892952549113551,0.015337698412698412,0.30201519299700397,0.40350968903530876,0.005236172436095037,0.0006322296124927705,Pastry,Other_Faults
0,0,0,1646,0.1483361556709546,0.008038681579858051,0.03390499459261066,0.4375685026274035,0.34469946532140033,0.0002222222222222222,0.027229977985550737,Other_Faults,Other_Faults
0,0,0,1607,0.713934124399254,0.001977485380116959,0.0022844245194090394,0.271771918571774,0.005708716134675214,0.00018803418803418803,0.004135296806736435,Bumps,Other_Faults
0,0,0,1460,0.6024867383420487,0.0056887529137529145,0.04965110428786899,0.23017030361839885,0.10177701488398093,0.008571171424035202,0.00165491452991453,Bumps,Other_Faults
0,0,0,1550,0.08746013382889478,0.012267114902641223,0.12325667737834924,0.6413411491874812,0.0025505494505494507,0.07568602302410349,0.05743835222798072,Other_Faults,Other_Faults
0,0,0,1711,0.10223126684976533,0.0029317373802667922,0.019287413025570924,0.8425310535611616,0.015723259910024615,0.01181714135537665,0.0054781279178338,Other_Faults,Other_Faults
0,0,0,1677,0.14672863281369486,0.027710603285603288,0.002660389610389611,0.7265059976057657,0.0826781912360086,0.0026982905982905984,0.011017894850247793,Other_Faults,Other_Faults
0,0,0,1350,0.06653485833911528,0.0,0.3611260192309895,0.5556932587390625,0.0008444444444444444,0.0004761904761904762,0.015325228770197813,Other_Faults,Other_Faults
0,0,0,1505,0.08949249792175497,0.031824347900121876,0.12744933683447615,0.6126435034401443,0.07359742375959094,0.0028110941346235463,0.06218179600928826,Other_Faults,Other_Faults
0,0,0,1518,0.15011967615850944,0.02108291564816333,0.05836516958273922,0.3204540774521652,0.43076889224536197,0.0026648680524841515,0.016544400860577332,Pastry,Other_Faults
0,0,0,828,0.1995225049641137,0.33596412758283095,0.0037721001221001226,0.3455312598719542,0.09840844191927792,0.010105427905427905,0.006696137634295527,Other_Faults,Dirtiness
0,0,0,840,0.01707792022792023,0.9208283324719082,0.0018,0.028381854715059038,0.02802659846746534,0.0029,0.0009852941176470588,Dirtiness,Dirtiness
0,0,0,813,0.0610778522956979,0.36926518305433365,0.004047122322122322,0.3700386154519415,0.1653443121239899,0.0001,0.030126914751914757,Other_Faults,Dirtiness
0,0,0,827,0.1987458674547362,0.3090035114617659,0.004811930467193626,0.3484611460590386,0.12860699809306636,0.004070634920634922,0.006299911543564795,Other_Faults,Dirtiness
0,0,0,860,0.1146747371157084,0.5891579353393898,0.0026585727997492704,0.17927803316506707,0.09948514286997263,0.004970214780956468,0.009775363929156502,Dirtiness,Dirtiness
0,0,0,707,0.0,0.0,0.9997142857142857,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,582,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,417,0.009673809523809525,0.0,0.9875492063492065,0.002776984126984127,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,374,0.06902351388721359,0.008955389252989873,0.7038797770341113,0.17692354356170148,0.01987635039539064,0.016584285468573396,0.004757140400019657,K_Scratch,K_Scratch
0,0,0,460,0.0,0.0,0.9984666666666667,0.0015333333333333332,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,710,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,467,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,657,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,704,0.0,0.0,0.9821248137285461,0.0172037577000257,0.0,0.0,0.0006714285714285714,K_Scratch,K_Scratch
0,0,0,700,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,668,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,351,0.0,0.0004,0.909152813852814,0.08542813852813852,0.004619047619047619,0.0004,0.0,K_Scratch,K_Scratch
0,0,0,373,0.004449206349206349,0.0,0.9766551892551892,0.018595604395604395,0.0003,0.0,0.0,K_Scratch,K_Scratch
0,0,0,726,0.048417850974275096,0.0,0.8592557997558,0.09152634926992509,0.0,0.0,0.0008,K_Scratch,K_Scratch
0,0,0,616,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,662,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,699,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,577,0.0,0.0,0.9980285714285715,0.0019714285714285715,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,522,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,483,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,515,0.0,0.0,0.9995,0.0005,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,564,0.0,0.0,0.9995,0.0005,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,549,0.0005,0.0,0.9961571428571429,0.0033428571428571426,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,352,0.0623958904236458,0.016062749525194,0.2947812054874278,0.4471458968459339,0.16415800272707068,0.0009,0.014556254990728002,Other_Faults,K_Scratch
0,0,0,438,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,602,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,422,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,465,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,594,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,484,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,600,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,622,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,559,0.005514285714285714,0.0,0.9409174776687381,0.05346823661697676,0.0,0.0,0.0001,K_Scratch,K_Scratch
0,0,0,647,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,676,0.04969199706210538,0.007869269206885306,0.7173861750856644,0.16278906410926547,0.008728104934281406,0.017545948100746854,0.035989441501051406,K_Scratch,K_Scratch
0,0,0,419,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,567,0.06051557688957067,0.0088755204719601,0.47856071895940316,0.39326768523014616,0.0013952380952380954,0.017023425740066604,0.04036183461361479,K_Scratch,K_Scratch
0,0,0,541,0.060245152711514274,0.002505482821272295,0.09206952424080914,0.7577898035087357,0.0032732209311156675,0.008160589814382382,0.07595622597217029,Other_Faults,K_Scratch
0,0,0,420,0.03151233909136385,0.00154640522875817,0.18493595518688413,0.6083000044503142,0.014357593627562665,0.016272715717375163,0.14307498669774224,Other_Faults,K_Scratch
0,0,0,469,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,0,0,95,0.4371198940038589,0.034617108175622094,0.0107543278616808,0.2548493905729336,0.24568423359705185,0.008632556770714667,0.0083424890181385,Bumps,Pastry
0,0,0,90,0.19087362076348163,0.0076773483194838696,0.012076293426216026,0.14921112336161485,0.6319119059800073,0.0,0.00824970814919664,Pastry,Pastry
0,0,0,40,0.07887256724420548,0.011644066837874886,0.003607692307692308,0.3903314061132676,0.47496078072229636,0.0,0.04058348677466325,Pastry,Pastry
0,0,0,149,0.17216078700281498,0.0056725532637297345,0.012598735904618257,0.19343215299681749,0.6079375205816495,0.0006385964912280701,0.00755965375914225,Pastry,Pastry
0,0,0,89,0.24988784774221318,0.020326610111594628,0.029957103105013313,0.27393170202346684,0.4028661990056727,0.00043859649122807013,0.022591941520811485,Pastry,Pastry
0,0,0,141,0.15026567944327412,0.02301650801375528,0.0014785714285714287,0.3352614078462782,0.47396668997123675,0.0,0.016011143296884984,Pastry,Pastry
0,0,0,52,0.1677737877390132,0.008506713343416131,0.0019555555555555554,0.42591463461576945,0.3915730147503867,0.0,0.004276293995859213,Other_Faults,Pastry
0,0,0,128,0.023333241229314045,0.00829995633021949,0.0031998766713163,0.04439928345610805,0.9131421086963318,0.0002222222222222222,0.007403311394487864,Pastry,Pastry
0,0,0,63,0.2594991964319613,0.005473174864351334,0.001624962839093274,0.35108342051795116,0.37950776075280535,0.0,0.0028114845938375346,Pastry,Pastry
0,0,0,36,0.15694829494379042,0.025447343838240995,0.0025587301587301587,0.5297373251408705,0.278819985905048,0.0004761904761904762,0.006012129537129537,Other_Faults,Pastry
0,0,0,79,0.04698209300159763,0.026760984251386722,0.02466970683255512,0.17121167241434773,0.6896420176864011,0.0,0.04073352581371157,Pastry,Pastry
0,0,0,55,0.34356575254489335,0.039232641010520264,0.0025865947777712482,0.18801292770532466,0.4216847734941809,0.0,0.004917310467310468,Pastry,Pastry
0,0,0,56,0.39629230066653404,0.2487980368410401,0.0006976076555023923,0.3211850163923512,0.027350787210426445,0.003784628237259816,0.0018916229968861547,Bumps,Pastry
0,0,0,152,0.06078757300491042,0.0015381207028265852,0.0006883116883116884,0.02374154960966106,0.3327822859459079,0.0,0.5804621590483817,Z_Scratch,Pastry
0,0,0,20,0.02343343656400931,0.012587199565140742,0.004590151515151515,0.6195981748928648,0.3365770839327039,0.0,0.003213953530130001,Other_Faults,Pastry
0,0,0,210,0.0005,0.0,0.0,0.007543769193769195,0.0011333333333333332,0.0,0.9908228974728976,Z_Scratch,Z_Scratch
0,0,0,296,0.0007857142857142857,0.0,0.0,0.005102380952380952,0.0026,0.0,0.991511904761905,Z_Scratch,Z_Scratch
0,0,0,196,0.0015467032967032964,0.0,0.00025,0.020805278055278053,0.009598412698412698,0.0,0.967799605949606,Z_Scratch,Z_Scratch
0,0,0,175,0.0007428571428571429,0.0,0.0,0.00243030303030303,0.00014285714285714284,0.0,0.9966839826839826,Z_Scratch,Z_Scratch
0,0,0,307,0.006862302786727339,0.0030607142857142855,0.0,0.04034743348887243,0.011673494536154383,0.0,0.9380560549025314,Z_Scratch,Z_Scratch
0,0,0,171,0.0006190476190476191,0.0,0.00025,0.019396176046176043,0.0039690476190476194,0.0,0.9757657287157289,Z_Scratch,Z_Scratch
0,0,0,215,0.055397422383258246,0.0,0.0002,0.07047014067230786,0.0011062271062271063,0.0006862745098039216,0.8721399353284025,Z_Scratch,Z_Scratch
0,0,0,341,0.1263548852979181,0.06976649088150304,0.008470021367110479,0.37209610441830837,0.1320017016736872,0.004112139059770639,0.28719865730170296,Other_Faults,Z_Scratch
0,0,0,264,0.0008,0.0,0.0,0.008917553688141925,0.0002857142857142857,0.0,0.9899967320261438,Z_Scratch,Z_Scratch
0,0,0,222,0.0013513556618819774,0.0018333333333333333,0.0,0.006391890164645583,0.00016666666666666666,0.0,0.9902567541734725,Z_Scratch,Z_Scratch
0,0,0,277,0.004753846153846154,0.0,0.0,0.0030256410256410257,0.0008506787330316743,0.0,0.9913698340874809,Z_Scratch,Z_Scratch
0,0,0,272,0.004100427350427351,0.0005,0.0004615384615384616,0.017944208812629866,0.0013,0.0,0.9756938253754046,Z_Scratch,Z_Scratch
0,0,0,221,0.047134388238180766,0.0,0.0,0.09511636583231009,0.0353777664028438,0.0005,0.8218714795266654,Z_Scratch,Z_Scratch
0,0,0,338,0.14747436338679645,0.01812492851706407,0.019047536113697104,0.5977641878897794,0.11652587846719034,0.005375465178096757,0.09568764044737664,Other_Faults,Z_Scratch
0,0,0,162,0.007141347335155384,0.0,0.0,0.025465114142823122,0.0015103785103785104,0.00015384615384615385,0.9657293138577967,Z_Scratch,Z_Scratch
0,0,0,199,0.06259304638773679,0.0013333333333333333,0.001,0.11906588283405628,0.040289775815859394,0.001121969696969697,0.7745959919320451,Z_Scratch,Z_Scratch
0,0,0,192,0.035578629935595886,0.0022354251012145746,0.0002666666666666667,0.05359683240735872,0.020425533977546362,0.0002,0.8876969119116178,Z_Scratch,Z_Scratch
0,0,0,176,0.009118853368853368,0.0016262626262626262,0.0003555555555555555,0.026297219447219446,0.008198545898545899,0.0002222222222222222,0.9541813408813409,Z_Scratch,Z_Scratch
0,0,0,265,0.0002857142857142857,0.0,0.0,0.003928571428571429,0.0006000000000000001,0.0,0.9951857142857142,Z_Scratch,Z_Scratch
0,0,0,759,0.02428532023532022,0.0,0.029112787212787216,0.13295215895215892,0.0004,0.8132497335997336,0.0,Stains,Stains
0,0,0,760,0.02687805527805526,0.0,0.047596786546786535,0.14556200188700194,0.0,0.7799631562881564,0.0,Stains,Stains
0,0,0,764,0.02356165860283506,0.0,0.07825024975024976,0.13247134385222623,0.0011371794871794872,0.7643295683075101,0.00025,Stains,Stains
0,0,0,741,0.7161266921674074,0.00641796157059315,0.002821703296703297,0.21031777724384476,0.04370000924390814,0.01923309952861036,0.0013827569489334194,Bumps,Stains
0,0,0,766,0.0008388888888888889,0.0,0.07269047619047621,0.03196008436008435,0.0,0.894510550560551,0.0,Stains,Stains
0,0,0,799,0.003512091503267974,0.0,0.038001620601620587,0.033647598153480486,0.001316666666666667,0.9229386897416317,0.0005833333333333333,Stains,Stains
0,0,0,752,0.006344830659536542,0.0005858585858585859,0.014575541125541129,0.014376731601731602,0.005518181818181819,0.9585988562091503,0.0,Stains,Stains
0,0,0,749,0.0022039215686274513,0.0,0.006844444444444445,0.004523809523809524,0.0010238095238095236,0.9854040149393092,0.0,Stains,Stains
0,1,0,871,0.04907064334169193,0.0030674433409727526,0.024446558159090127,0.8511193832503726,0.05259916883642822,0.0009371428571428571,0.018759660214301487,Other_Faults,Bumps
0,1,0,1252,0.3860193481372429,0.0017216374269005848,0.0684492097256029,0.4696298156418743,0.0683465728114335,0.0008206349206349206,0.005012781336310748,Other_Faults,Bumps
0,1,0,1213,0.9527839790412544,0.0,0.0,0.04208727981684637,0.00016666666666666666,0.00031578947368421053,0.004646285001548159,Bumps,Bumps
0,1,0,912,0.8887014482795139,0.00043956043956043956,0.00013333333333333334,0.0916858743823443,0.017581450231914625,0.0007999999999999999,0.0006583333333333334,Bumps,Bumps
0,1,0,1100,0.08006257170761814,0.022849299840166707,0.08906643057664732,0.5656441781816395,0.21688147896994653,0.005692302142302141,0.01980373858167976,Other_Faults,Bumps
0,1,0,1081,0.10685086349838673,0.013571832080887808,0.003725090105972459,0.5552237618762387,0.30624739196132394,0.0006991228070175438,0.01368193767017296,Other_Faults,Bumps
0,1,0,1151,0.5363228758084023,0.0033388888888888886,0.15174346331343233,0.2569440472238463,0.018908508321743612,0.0,0.03274221644368703,Bumps,Bumps
0,1,0,885,0.1385406679577733,0.020823836222705505,0.17058856394035965,0.6146946502650068,0.031982230995698475,0.0055183528459844255,0.017851697772471767,Other_Faults,Bumps
0,1,0,1044,0.48222100519468275,0.0037386446886446888,0.0011583333333333333,0.46593415638593316,0.039325085403147726,0.0005111111111111111,0.007111663883147258,Bumps,Bumps
0,1,0,1014,0.45773710726613515,0.010816305186042029,0.0,0.48166392132343827,0.01510047668190083,0.0023809523809523807,0.03230123716153128,Other_Faults,Bumps
0,1,0,1154,0.4173016039011765,0.005119315445476436,0.003575946275946276,0.5462479066132114,0.016916836743445306,0.0029384920634920636,0.007899898957251898,Other_Faults,Bumps
0,1,0,908,0.8544237358101135,0.0022564935064935065,0.0004019607843137255,0.1140099951733853,0.027905483723362972,0.0,0.0010023310023310023,Bumps,Bumps
0,1,0,1079,0.3560986068509892,0.014377099938245447,0.019367940590541213,0.39878934979758796,0.03891880306058187,0.17023380962003268,0.002214390142021721,Other_Faults,Bumps
0,1,0,955,0.6698992876471876,0.011278251741453384,0.0011341991341991342,0.29681616364932095,0.018250710271466762,0.0007202380952380951,0.0019011494611339815,Bumps,Bumps
0,1,0,982,0.4808233246376277,0.15415108639838337,0.005754379770556242,0.3102695077644871,0.027896706587186446,0.011308553537965303,0.009796441303794243,Bumps,Bumps
0,1,0,1236,0.5559905883618481,0.0004,0.0003333333333333333,0.3945068024082679,0.002395424836601307,0.0015243506493506493,0.044849500410598805,Bumps,Bumps
0,1,0,918,0.5153420875918927,0.002660679026855498,0.0017106568268332974,0.23803570703088825,0.23454177028943166,0.0004107142857142857,0.007298384948384947,Bumps,Bumps
0,1,0,1028,0.7369799635457495,0.00129866975130133,0.0020471156578573462,0.25561936772776395,0.00048460038986354776,0.0002915601023017903,0.0032787228251624535,Bumps,Bumps
0,1,0,1036,0.36167054968886564,0.00764136216724452,0.0004,0.5673896877568667,0.057201458440080705,0.0,0.005696941946941947,Other_Faults,Bumps
0,1,0,1118,0.3719340058679751,0.009289711913473525,0.03195530023811755,0.4943538095389749,0.039973705098688236,0.01506516272685003,0.037428304615920706,Other_Faults,Bumps
0,1,0,971,0.22947444131898978,0.3700260634961873,0.02408797579269716,0.22678900656252882,0.13076863984312917,0.006455832402891226,0.012398040583576993,Dirtiness,Bumps
0,1,0,1057,0.537547164662561,0.0012088827838827839,0.000375,0.42383671729991496,0.023254715182067436,0.0012202020202020203,0.012557318051371755,Bumps,Bumps
0,1,0,973,0.6037434308023824,0.023406462182468373,0.02086164618834897,0.29459765766539325,0.03169971121070191,0.02230656814118113,0.0033845238095238095,Bumps,Bumps
0,1,0,1127,0.11606607058747928,0.02005723083246303,0.013466919859055407,0.8047814168957228,0.013718790729020906,0.007899112316991575,0.024010458779266823,Other_Faults,Bumps
0,1,0,1227,0.9171920329386443,0.0016413419913419915,0.0,0.07071568711907585,0.0008333333333333333,0.0003333333333333333,0.009284271284271284,Bumps,Bumps
0,1,0,1267,0.3431918415421193,0.0004,0.000125,0.617424778508311,0.01083885982438614,0.00034285714285714285,0.027676662982326596,Other_Faults,Bumps
0,1,0,879,0.4064802485327448,0.010240929821812173,0.01971043502421211,0.4882598176131759,0.06273328292159226,0.012450286086462554,0.000125,Other_Faults,Bumps
0,1,0,930,0.7679114381490545,0.0016944444444444444,0.014397724652368616,0.19923934767502885,0.008146176046176045,0.0,0.008610869032927855,Bumps,Bumps
0,1,0,1063,0.4466269289980499,0.00036363636363636367,0.001425,0.4860044738678161,0.05631856141470488,0.00025,0.009011399355792947,Other_Faults,Bumps
0,1,0,963,0.5129421381068543,0.005518665484841956,0.0012392857142857143,0.4367944902573284,0.03770030561686909,0.000838095238095238,0.004967019581725464,Bumps,Bumps
0,1,0,951,0.2383110847652074,0.0,0.012061813879723424,0.681292483578326,0.06593482786077681,0.0,0.0023997899159663868,Other_Faults,Bumps
0,1,0,924,0.8132636743115847,0.002038961038961039,0.0014246753246753248,0.09568041985534247,0.08632462241061313,0.0,0.0012676470588235294,Bumps,Bumps
0,1,0,945,0.8195099218149224,0.0033596916499393278,0.0004605263157894737,0.14684612241604436,0.025965648060230086,0.0009666666666666666,0.002891423076407596,Bumps,Bumps
0,1,0,1115,0.4196388894914035,0.003860350107408931,0.03926063433470553,0.46057286981052603,0.010284454434454431,0.009723501782015712,0.05665930003948579,Other_Faults,Bumps
0,1,0,910,0.8831764555533907,0.0,0.000125,0.08449642546995488,0.029993785643321228,0.0008095238095238095,0.0013988095238095237,Bumps,Bumps
0,1,0,892,0.2174666121293645,0.0029502227241357676,0.002537244128420599,0.24326339072176542,0.527385480330456,0.0,0.006397049965858016,Pastry,Bumps
0,1,0,938,0.6268324697278164,0.007385685221211536,0.00033552631578947367,0.17635587486271234,0.18497682567951795,0.0005454545454545454,0.0035681636474980127,Bumps,Bumps
0,1,0,972,0.36107363408864984,0.027189944223303352,0.0344852649672309,0.4735441991359169,0.06590849654301664,0.031019340162761193,0.00677912087912088,Other_Faults,Bumps
0,1,0,1145,0.7276997031572554,0.0,0.03444704738845604,0.2161951380255527,0.020856315185763964,0.0,0.0008017962429727136,Bumps,Bumps
0,1,0,1140,0.7194668681507697,0.0018722222222222222,0.012695791136967605,0.25364269483526475,0.011134141675318145,0.00011764705882352942,0.0010706349206349207,Bumps,Bumps
0,1,0,893,0.8477402669483939,0.0014214285714285713,0.00018181818181818183,0.10809914068559584,0.03918886882811031,0.0005454545454545454,0.0028230222391987096,Bumps,Bumps
0,1,0,1507,0.06481458681497379,0.008519595110771582,0.010617460317460315,0.8710614456149284,0.02004026181936398,0.0008571428571428571,0.02408950746535885,Other_Faults,Other_Faults
0,1,0,1424,0.7689427621312301,0.00048717948717948715,0.0031224311636076337,0.2102715780693336,0.0026482406482406483,0.0008571428571428571,0.013670665643266258,Bumps,Other_Faults
0,1,0,1785,0.0337709486024811,0.00901026567172078,0.0284361243387862,0.9135706298348609,0.007630048425572722,0.004420178264773769,0.003161804861804862,Other_Faults,Other_Faults
0,1,0,1389,0.12308300170761476,0.0036448667345726172,0.04249708644468707,0.788726304397357,0.011673908444496681,0.007132075234706815,0.02324275703656508,Other_Faults,Other_Faults
0,1,0,1316,0.17033810707696154,0.006766625041625042,0.04648913700678406,0.7115326826853918,0.048415131798026534,0.006667196400091137,0.009791119991119989,Other_Faults,Other_Faults
0,1,0,1727,0.12263515695952097,0.004887258939890518,0.028856592916887032,0.8108244763122644,0.028503935435049987,0.0016173382173382172,0.002675241219049269,Other_Faults,Other_Faults
0,1,0,1412,0.18016687529017253,0.00040781440781440784,0.00036437246963562755,0.7768078389962296,0.03544804955965947,0.002439576883384933,0.004365472393103972,Other_Faults,Other_Faults
0,1,0,1396,0.08226767825049225,0.026705240511122864,0.10650856293701567,0.5150024667040384,0.2528053161974654,0.0012957375957375957,0.015414997804128238,Other_Faults,Other_Faults
0,1,0,1630,0.31075522381904636,0.008295825571057769,0.0005709584533113945,0.4169043153354326,0.25494191691439244,0.000125,0.008406759906759905,Other_Faults,Other_Faults
0,1,0,1789,0.6094102102082715,0.00866086027499071,0.00048717948717948715,0.2578788643577749,0.07505797304653139,0.002032722832722833,0.04647218979252899,Bumps,Other_Faults
0,1,0,1444,0.4820149237669497,0.00013333333333333334,0.01958208256573447,0.4748162628972262,0.005400205788363683,0.0008157894736842105,0.017237402174708677,Bumps,Other_Faults
0,1,0,1506,0.08762289210019727,0.008819681952034893,0.029687853323147433,0.818036963240541,0.025641853081558953,0.0029192343604108302,0.027271521942110175,Other_Faults,Other_Faults
0,1,0,1796,0.11459059524328755,0.03637834550136003,0.08134103281442089,0.5666774386196952,0.00712946921499553,0.1700411215166433,0.0238419970895977,Other_Faults,Other_Faults
0,1,0,1838,0.0362428005714989,0.00534172440906187,0.054296211702477684,0.8856677273142647,0.001991521223874165,0.00016666666666666666,0.016293348112156162,Other_Faults,Other_Faults
0,1,0,1854,0.03496277846082665,0.004702380952380953,0.0003333333333333333,0.9477100709120229,0.008885209235209236,0.0017205128205128204,0.0016857142857142854,Other_Faults,Other_Faults
0,1,0,1649,0.39739063012816134,0.038614724104584774,0.004400621600621601,0.4836567246695664,0.04412828700068569,0.016401866864234612,0.01540714563214563,Other_Faults,Other_Faults
0,1,0,1814,0.2689460046227982,0.010424212388918273,0.006259800983330393,0.5740823824587787,0.1300418352227782,0.0015467032967032964,0.008699061026692606,Other_Faults,Other_Faults
0,1,0,1408,0.4035113583878766,0.003295678006204322,0.0020320416425679585,0.5597914966006462,0.023437545082682372,0.00075,0.007181880280022694,Other_Faults,Other_Faults
0,1,0,1700,0.021208735786057767,0.009834018759018757,0.016427028114644214,0.9101838025751339,0.03737966876604646,0.0010222222222222221,0.0039445237768767185,Other_Faults,Other_Faults
0,1,0,1862,0.06274523463292812,0.004602296181630547,0.001409126984126984,0.8302499576476827,0.09716250812012357,0.0005818181818181818,0.0032490582516898304,Other_Faults,Other_Faults
0,1,0,1334,0.049833722460889636,0.00023529411764705883,0.018782988580047393,0.9080330289765279,0.014715421824477552,0.004175167926328917,0.004224376114081997,Other_Faults,Other_Faults
0,1,0,1390,0.09415915295500032,0.0007999999999999999,0.4378976084847533,0.4553999432934216,0.006104826546003017,0.00014285714285714284,0.005495611577964519,Other_Faults,Other_Faults
0,1,0,1645,0.13106329516305631,0.16798185429293808,0.0071327597381305825,0.3840955717169118,0.3041161639070613,0.004523053594600909,0.0010873015873015875,Other_Faults,Other_Faults
0,1,0,1774,0.06368427456877786,0.0023619047619047617,0.04370685063317652,0.8107213209869354,0.0026806051787610537,0.009100488108382845,0.06774455576206148,Other_Faults,Other_Faults
0,1,0,1666,0.3048442263606035,0.0008235294117647058,0.0051461722488038274,0.6581735737473376,0.002494603349866508,0.0021056277056277052,0.026412267175997158,Other_Faults,Other_Faults
0,1,0,1556,0.17334233832461793,0.008080383505383506,0.1981903692884343,0.545886862511488,0.04253866226054944,0.02103856248670491,0.010922821622821623,Other_Faults,Other_Faults
0,1,0,1268,0.3596610729233524,0.006624471280353633,0.04519852089774691,0.5412207692256888,0.0405139176810835,0.005692564745196325,0.0010886832465779835,Other_Faults,Other_Faults
0,1,0,1729,0.011911442882882513,0.006056254294829475,0.02329277914208254,0.9483955304615218,0.004462147493029847,0.0006666666666666666,0.00521517905898711,Other_Faults,Other_Faults
0,1,0,1913,0.09687780682509786,0.0015612745098039216,0.03984336773477639,0.8244035063663548,0.002101984126984127,0.018421814288222958,0.016790246148760075,Other_Faults,Other_Faults
0,1,0,1671,0.48071882032043384,0.0,0.0,0.48351125270849493,0.0013750867553499132,0.000696969696969697,0.033697870518751526,Other_Faults,Other_Faults
0,1,0,1628,0.7480228172050054,0.019776195464397104,0.0,0.18491431093547142,0.042036964179237676,0.0,0.005249712215888686,Bumps,Other_Faults
0,1,0,1605,0.6042578661874466,0.0003333333333333333,0.012679382891827368,0.35664867656236615,0.005934631888579257,0.00031578947368421053,0.019830319662763458,Bumps,Other_Faults
0,1,0,1923,0.04494522403980608,0.007996766709382808,0.06548772209043105,0.8443744713920412,0.006751022017198489,0.0018462887989203777,0.02859850495222012,Other_Faults,Other_Faults
0,1,0,1311,0.05489392303431,0.006855274214949138,0.004825578506460859,0.3535123792628754,0.5782839988275587,0.0,0.001628846153846154,Pastry,Other_Faults
0,1,0,1675,0.17836816003569897,0.001794142785319256,0.0,0.7648650486173709,0.03582616236806572,0.0006103896103896104,0.0185360965831554,Other_Faults,Other_Faults
0,1,0,1293,0.020246155624561196,0.0032341960670908038,0.0029979020979020972,0.7172425479497974,0.25165181730826836,0.00025,0.004377380952380952,Other_Faults,Other_Faults
0,1,0,1799,0.2728105916942422,0.00016666666666666666,0.0005,0.6618178396125645,0.010662669820719355,0.0014484848484848485,0.05259374735732254,Other_Faults,Other_Faults
0,1,0,1479,0.037323988727579374,0.0055908718732248135,0.015140396531573001,0.7710225685043182,0.13060283470399572,0.0030097402597402596,0.03730959939956844,Other_Faults,Other_Faults
0,1,0,1704,0.009711367304865754,0.027290447879023055,0.023700750144248592,0.8934430594031688,0.034913773386915786,0.0004,0.010540601881778354,Other_Faults,Other_Faults
0,1,0,1653,0.2205139462927854,0.009361106927128599,0.03903752445524892,0.6114147899279947,0.0802411443681877,0.005153580624741615,0.03427790740391358,Other_Faults,Other_Faults
0,1,0,1559,0.4863209864961918,0.018469254017396425,0.00113972383825325,0.4189550463125512,0.0502325565379267,0.0017488095238095238,0.023133623273870942,Bumps,Other_Faults
0,1,0,1606,0.5877093502741706,0.016373898641777896,0.0006965811965811966,0.18080348332064597,0.21296850729511613,0.00016666666666666666,0.0012815126050420168,Bumps,Other_Faults
0,1,0,1367,0.0916061440272236,0.003294817927170868,0.00395672268907563,0.8748047950284864,0.013727991154909313,0.0064050967634390705,0.006204432409695567,Other_Faults,Other_Faults
0,1,0,1388,0.08812787283236206,0.005483965707495119,0.026567713040313665,0.8355055537599658,0.005865108747461689,0.011332520867505393,0.02711726504489662,Other_Faults,Other_Faults
0,1,0,1935,0.06567473270675724,0.00025,0.12262982209285013,0.7546017962774132,0.0023174977327454107,0.0037204736440030555,0.050805677546231436,Other_Faults,Other_Faults
0,1,0,1537,0.08876035100314945,0.019338807995073978,0.0,0.8567174049548668,0.026208092152758322,0.005366957835765885,0.003608386058386058,Other_Faults,Other_Faults
0,1,0,1794,0.4260157396760373,0.027162885867142824,0.0004327485380116959,0.4020245874911496,0.13767842921701934,0.00021052631578947367,0.006475082894850025,Bumps,Other_Faults
0,1,0,1295,0.10908639411021968,0.0018895604395604392,0.04489449369859586,0.7266827052432615,0.11416169388320965,0.0018826923076923077,0.0014024603174603177,Other_Faults,Other_Faults
0,1,0,1387,0.08485842033529208,0.007743532802430366,0.038492603514924825,0.8518561126590463,0.004263678804855274,0.007543379535915543,0.005242272347535505,Other_Faults,Other_Faults
0,1,0,1485,0.027222529076244235,0.005970793911970383,0.009295451847773828,0.8046123618214346,0.14348936842572935,0.0,0.009409494916847857,Other_Faults,Other_Faults
0,1,0,1874,0.16943815316949995,0.03913162469625318,0.0012159244264507423,0.763457414509706,0.0232170962306714,0.0018333333333333333,0.001706453634085213,Other_Faults,Other_Faults
0,1,0,1523,0.02366956473179383,0.1392704318613292,0.018603272484309638,0.7453803679924125,0.0673364947573926,0.002092135642135642,0.0036477325306272673,Other_Faults,Other_Faults
0,1,0,1812,0.1907758727038955,0.03165397274537131,0.06976006846685269,0.5995997803395356,0.017927423937095486,0.06942788710332455,0.020854994703924577,Other_Faults,Other_Faults
0,1,0,1888,0.1392525318245268,0.006854401970578441,0.008384246713039282,0.6819250395179218,0.14874162590337386,0.0016246753246753247,0.013217478745884323,Other_Faults,Other_Faults
0,1,0,1608,0.6084846970464216,0.0,0.00018181818181818183,0.3222437140909077,0.06270297414405636,0.0007928571428571429,0.005593939393939396,Bumps,Other_Faults
0,1,0,1423,0.5372934333528154,0.014531148787572935,0.00021052631578947367,0.4262299108554358,0.001933549783549784,0.0,0.019801430904836468,Bumps,Other_Faults
0,1,0,1755,0.0025223900626377403,0.0,0.0006666666666666666,0.7150718490401927,0.0031701222753854333,0.0002222222222222222,0.2783467497328952,Other_Faults,Other_Faults
0,1,0,1418,0.17537053170427794,0.0001,0.0,0.09112904411549924,0.032198430654313,0.0006666666666666666,0.7005353268592431,Z_Scratch,Other_Faults
0,1,0,1308,0.27217611647038914,0.03460413644924345,0.004100314795283834,0.40732454351745984,0.2782663334993629,0.0,0.0035285552682611503,Other_Faults,Other_Faults
0,1,0,1561,0.21999450015569766,0.01014562312472529,0.06578364701002468,0.6070495408501104,0.025864167606148347,0.02330845653314693,0.047854064720146944,Other_Faults,Other_Faults
0,1,0,1517,0.03548006112098402,0.00590398942302967,0.0023105263157894734,0.6715000213812043,0.2833899255685164,0.0,0.0014154761904761905,Other_Faults,Other_Faults
0,1,0,1797,0.22679001694772544,0.0,0.0005,0.7266907933328399,0.004187761069340016,0.0028,0.039031428650095366,Other_Faults,Other_Faults
0,1,0,1282,0.43804525841226255,0.0028143724696356276,0.02888369967366802,0.4824756616885605,0.04535216160202698,0.0,0.002428846153846154,Other_Faults,Other_Faults
0,1,0,1674,0.20148943016907434,0.10155633820084285,0.02834294443087012,0.25949275979438524,0.39416124200876507,0.005238808413808414,0.009718476982254073,Pastry,Other_Faults
0,1,0,1680,0.17239408737678028,0.0023726190476190475,0.0002,0.7141748552620708,0.005147722567287785,0.0,0.10571071574624206,Other_Faults,Other_Faults
0,1,0,1903,0.0755010126440467,0.002466089466089466,0.0022067226890756303,0.8902433683018047,0.00958404095904096,0.01616846290963938,0.0038303030303030302,Other_Faults,Other_Faults
0,1,0,1409,0.4924297779736305,0.0032280005941770647,0.0019643724696356275,0.4562830550971143,0.04136377488442367,0.00025,0.004481018981018981,Bumps,Other_Faults
0,1,0,829,0.11185160434770222,0.25343517575266616,0.03722718195939355,0.4816538078675489,0.026949418813041102,0.04221272074644667,0.04667009051320195,Other_Faults,Dirtiness
0,1,0,814,0.07355445278245186,0.35070151773930114,0.0011714285714285715,0.4322230004071101,0.11617470186892727,0.001192807192807193,0.024982091437973787,Other_Faults,Dirtiness
0,1,0,856,0.01242203123673712,0.8910732318266529,0.004358278271436165,0.04554016745036868,0.040460739054547105,0.001,0.005145552160258042,Dirtiness,Dirtiness
0,1,0,862,0.0968914404137315,0.7195417032589014,0.0008205128205128205,0.11472269489540389,0.06243508864200812,0.004213559969442323,0.001375,Dirtiness,Dirtiness
0,1,0,861,0.05750500966742384,0.7627347170476587,0.0020484126984126982,0.11924892708038291,0.053210676415088184,0.0021948009506833036,0.0030574561403508773,Dirtiness,Dirtiness
0,1,0,721,0.01062777777777778,0.0,0.9861119047619046,0.0032603174603174604,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,607,0.0,0.0,0.9951126984126984,0.004887301587301588,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,572,0.03745107783513355,0.003574556489262372,0.550496711420226,0.3320176149276609,0.0052066960816960816,0.015025719825410226,0.05622762342061101,K_Scratch,K_Scratch
0,1,0,530,0.001209334931531728,0.0,0.9467831498323256,0.05165127168609195,0.0,0.0,0.0003562435500515996,K_Scratch,K_Scratch
0,1,0,562,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,655,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,692,0.0003333333333333333,0.0,0.9325337282600444,0.0671329384066226,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,490,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,403,0.03764994516670717,0.0,0.8351420294833565,0.1226962426881536,0.0032205128205128205,0.0,0.0012912698412698412,K_Scratch,K_Scratch
0,1,0,705,0.0002857142857142857,0.0,0.9802280441522702,0.017199839281805226,0.0,0.0,0.0022864022802103296,K_Scratch,K_Scratch
0,1,0,446,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,555,0.004,0.0,0.9899142857142857,0.006085714285714286,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,610,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,658,0.0,0.0,0.9993142857142857,0.0006857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,601,0.0,0.0,0.9992666666666666,0.0007333333333333333,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,406,0.005204761904761906,0.0,0.9891285714285716,0.004199999999999999,0.0,0.0,0.0014666666666666667,K_Scratch,K_Scratch
0,1,0,719,0.01203730158730159,0.0,0.9842023809523809,0.0037603174603174604,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,731,0.013648010847082058,0.0004444444444444444,0.9665942279083146,0.016583158070000176,0.0012412698412698413,0.0,0.001488888888888889,K_Scratch,K_Scratch
0,1,0,569,0.0,0.0,0.950117116772117,0.049749549894549855,0.0,0.0,0.00013333333333333334,K_Scratch,K_Scratch
0,1,0,523,0.0599196702577272,0.0004615384615384616,0.6725624116115861,0.1767220201932049,0.008705836320168666,0.0006666666666666666,0.08096185648910849,K_Scratch,K_Scratch
0,1,0,506,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,639,0.0,0.0,0.9997142857142857,0.0002857142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,663,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,462,0.0,0.0,0.9910666666666669,0.006566666666666667,0.0005,0.0,0.0018666666666666666,K_Scratch,K_Scratch
0,1,0,702,0.0003333333333333333,0.0,0.9772972203235359,0.022369446343130556,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,625,0.0,0.0,0.9962984126984128,0.0037015873015873012,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,722,0.004894444444444446,0.0,0.9948833333333333,0.0002222222222222222,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,634,0.0,0.0,0.9937079365079365,0.006006349206349205,0.0,0.0,0.0002857142857142857,K_Scratch,K_Scratch
0,1,0,408,0.03639994516670718,0.0,0.8370589403502675,0.12222377626568717,0.002776068376068376,0.0,0.0015412698412698412,K_Scratch,K_Scratch
0,1,0,443,0.00685,0.0,0.9829256410256412,0.010224358974358977,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,683,0.0008333333333333333,0.0,0.9891659729159729,0.010000693750693752,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,493,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,501,0.0008093349315317278,0.0,0.9348486026801313,0.06370010455257187,0.0,0.0,0.0006419578357658853,K_Scratch,K_Scratch
0,1,0,671,0.0,0.0,0.9946528471528473,0.005347152847152847,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,450,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,495,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,519,0.0,0.0,0.9739295870795872,0.02607041292041292,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,496,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,520,0.0,0.0,0.9955272061272061,0.004472793872793873,0.0,0.0,0.0,K_Scratch,K_Scratch
0,1,0,109,0.33821155161184197,0.17316221514340635,0.005737184624800725,0.35027302519847964,0.11249745948913074,0.013260270471415977,0.00685829346092504,Other_Faults,Pastry
0,1,0,45,0.274035307505196,0.005554880931425554,0.005098326338264418,0.31934779946575637,0.3893557819414702,0.0,0.006607903817888339,Pastry,Pastry
0,1,0,44,0.2855156013427654,0.007095929794842838,0.0026483552395317107,0.30851130319972425,0.39013017397186817,0.000125,0.005973636451268031,Pastry,Pastry
0,1,0,15,0.05185244194058434,0.028011187462348444,0.020846852232734584,0.33343070525793445,0.5451838192766985,0.00015384615384615385,0.020521147675853554,Pastry,Pastry
0,1,0,139,0.09549729142591307,0.02363532695374801,0.0038924112609097124,0.41411029015143663,0.4525115483398606,0.0018857142857142857,0.008467417582417584,Pastry,Pastry
0,1,0,23,0.028738473480423923,0.003222795625427204,0.0019154749619145902,0.4133660734406261,0.548386679138752,0.0,0.004370503352856295,Pastry,Pastry
0,1,0,144,0.7413285162376052,0.0037814127049421173,0.0034020310958391455,0.22372301215316495,0.019316544492086286,0.00803552785077553,0.00041295546558704456,Bumps,Pastry
0,1,0,41,0.10625291471285295,0.06499076259138181,0.005537430783870413,0.3488880594901027,0.4650194615698482,0.0028510832637148424,0.006460287588228764,Pastry,Pastry
0,1,0,87,0.13017820567506272,0.0039333886186053366,0.00595604190271373,0.11197789245498227,0.7334056531303911,0.00075,0.013798818218245459,Pastry,Pastry
0,1,0,83,0.05896830374647711,0.021660897599132888,0.10353991335461928,0.3291666323872204,0.434119737916023,0.0,0.05254451499652734,Pastry,Pastry
0,1,0,11,0.038804864597047246,0.02801238566215346,0.01048849413400497,0.7645861711388027,0.11049293268650864,0.0016489121989121988,0.04596623958257085,Other_Faults,Pastry
0,1,0,122,0.02944642902676957,0.005356020733652313,0.0005746753246753247,0.1301010322241585,0.8308643687920938,0.0,0.003657473898650369,Pastry,Pastry
0,1,0,77,0.43575055050504274,0.0015726190476190473,0.0,0.31041318112796124,0.055902390437220145,0.0,0.19636125888215672,Bumps,Pastry
0,1,0,35,0.1339347190448585,0.1659755682999493,0.007679240075370106,0.235990140357865,0.45405361674788924,0.002184897292250233,0.00018181818181818183,Pastry,Pastry
0,1,0,13,0.05340639775601072,0.019064440495864646,0.011556326679856094,0.30178049094868004,0.6093210593585978,0.00025,0.004621284760990644,Pastry,Pastry
0,1,0,112,0.020622146764484216,0.0048269081795397585,0.010490784136968011,0.2847518566054278,0.677993031840955,0.0,0.0013152724726254138,Pastry,Pastry
0,1,0,321,0.0035882819794584497,0.0,0.0,0.03990276586158938,0.0006507936507936507,0.0,0.9558581585081587,Z_Scratch,Z_Scratch
0,1,0,303,0.016932539682539684,0.0,0.0,0.0,0.004364357864357864,0.0,0.9787031024531027,Z_Scratch,Z_Scratch
0,1,0,217,0.013391893924788663,0.0005523809523809524,0.014975936808289743,0.16148415446782324,0.022536791768602907,0.0,0.7870588420781144,Z_Scratch,Z_Scratch
0,1,0,337,0.0934798973670323,0.001570028011204482,0.11122138737782174,0.5657364514275305,0.002186663216011042,0.016786064657736483,0.2090195079426641,Other_Faults,Z_Scratch
0,1,0,228,0.005464289958407606,0.0,0.0,0.008012215029552492,0.00024444444444444443,0.0,0.9862790505675955,Z_Scratch,Z_Scratch
0,1,0,249,0.5376159596823211,0.002169905911082382,0.0004,0.3551774838495137,0.01294153735153735,0.0,0.09169511320554535,Bumps,Z_Scratch
0,1,0,184,0.08640885204406878,0.0,0.6282347041847045,0.18871502722423775,0.024537798570538498,0.0,0.07210361797645078,K_Scratch,Z_Scratch
0,1,0,274,0.009170617497397683,0.0005510835913312693,0.00035338345864661654,0.028375515308564844,0.0002857142857142857,0.0,0.9612636858583455,Z_Scratch,Z_Scratch
0,1,0,207,0.012786724386724386,0.0,0.0,0.021493340809517283,0.002277380952380952,0.0010714285714285715,0.9623711252799491,Z_Scratch,Z_Scratch
0,1,0,285,0.004827885418674893,0.00031578947368421053,0.00021052631578947367,0.03100193225247403,0.00694080364080364,0.0001111111111111111,0.9565919517874624,Z_Scratch,Z_Scratch
0,1,0,293,0.004100763125763126,0.0,0.0,0.021865333677330578,0.0012022121669180495,0.0,0.9728316910299883,Z_Scratch,Z_Scratch
0,1,0,255,0.034226116796859836,0.00014285714285714284,0.0006837606837606838,0.041243414093646284,0.0007063492063492063,0.00183015873015873,0.921167343346368,Z_Scratch,Z_Scratch
0,1,0,251,0.02872482166955851,0.0002605042016806722,0.0006837606837606838,0.05731421274803626,0.001515873015873016,0.00263015873015873,0.908870668950932,Z_Scratch,Z_Scratch
0,1,0,331,0.05787014428602461,0.0017358148529504028,0.2787958483472975,0.5098081376574254,0.0026920856920856925,0.004256777862660216,0.1448411913015569,Other_Faults,Z_Scratch
0,1,0,329,0.5740905112409013,0.0013734335839598994,0.00021052631578947367,0.3239393982802617,0.04417575437977914,0.003507142857142857,0.05270323334216523,Bumps,Z_Scratch
0,1,0,245,0.0013194444444444445,0.0,0.0,0.012169038022520997,0.0005,0.0,0.9860115175330345,Z_Scratch,Z_Scratch
0,1,0,254,0.002042293233082707,0.00031578947368421053,0.00021052631578947367,0.012158315566442502,0.0,0.0,0.985273075411001,Z_Scratch,Z_Scratch
0,1,0,177,0.011589272423482951,0.0,0.0,0.01667175283436893,0.0017727272727272728,0.0,0.969966247469421,Z_Scratch,Z_Scratch
0,1,0,275,0.009852800117876172,0.0004444444444444444,0.0002222222222222222,0.008804361281992861,0.0017014406302332,0.0,0.9789747313032311,Z_Scratch,Z_Scratch
0,1,0,761,0.010787634587634591,0.0,0.049132822732822726,0.08526989676989677,0.0002857142857142857,0.8545239316239317,0.0,Stains,Stains
0,1,0,804,0.00535479242979243,0.0014682539682539682,0.08378296034031323,0.08020865196894604,0.001965079365079365,0.8242222821296354,0.0029979797979797977,Stains,Stains
0,1,0,782,0.0,0.0,0.05271921411921411,0.02782334332334332,0.0,0.9194574425574426,0.0,Stains,Stains
0,1,0,791,0.0011166666666666666,0.0,0.07280121430856722,0.05106265907295316,0.0,0.8750194599518129,0.0,Stains,Stains
0,1,0,758,0.00616940836940837,0.0,0.03314541177776472,0.025073847884142,0.0,0.9356113319686851,0.0,Stains,Stains
0,1,0,790,0.0,0.0,0.01387960372960373,0.00896165501165501,0.0,0.9771587412587414,0.0,Stains,Stains
0,1,0,742,0.1056926747555851,0.013273069305422247,0.06416244705414982,0.5967026669301446,0.014167802948685302,0.12785344772186885,0.07814789128414446,Other_Faults,Stains
0,2,0,902,0.7518847926629538,0.0025638377961907373,0.0008687229437229438,0.2226262634897297,0.01621533200164577,0.0029046398046398045,0.0029364113011171836,Bumps,Bumps
0,2,0,1015,0.21279981660500108,0.034503963339721846,0.0006608187134502923,0.462582389014793,0.27803946047939593,0.001494871794871795,0.009918680052766065,Other_Faults,Bumps
0,2,0,1037,0.23370208379235366,0.05770889773281411,0.000908008658008658,0.6165595350552889,0.0713842695261096,0.002067338217338217,0.01766986701808683,Other_Faults,Bumps
0,2,0,878,0.36274432858484773,0.0318565917914215,0.00436050716830768,0.36594346564736313,0.21601842679388805,0.0043941636141636145,0.01468251640000866,Other_Faults,Bumps
0,2,0,921,0.8529661370030936,0.0005714285714285714,0.011521653664532918,0.11582540736622379,0.017197890877238706,0.0004,0.0015174825174825175,Bumps,Bumps
0,2,0,1199,0.3382067637941544,0.013150192695161735,0.006083412493938809,0.5849454009051629,0.01623790622518176,0.024798936146861163,0.01657738773953944,Other_Faults,Bumps
0,2,0,1034,0.3100841775458803,0.017344111521433496,0.0029841100076394194,0.4039988670477609,0.249004076377923,0.006806060606060605,0.009778596893302776,Other_Faults,Bumps
0,2,0,1105,0.18484378579796548,0.02786737232495746,0.01266051220021808,0.5716239829283501,0.13931985379907788,0.009308476490829434,0.05437601645860158,Other_Faults,Bumps
0,2,0,1000,0.2724216016320169,0.01444458020479692,0.024313484434382263,0.6205054894829226,0.0367946295792271,0.0016814518814518814,0.0298387627852024,Other_Faults,Bumps
0,2,0,987,0.15789220684267807,0.008307521013558163,0.004134552197925464,0.23529175610438252,0.5832395880177613,0.00013333333333333334,0.011001042490361376,Pastry,Bumps
0,2,0,890,0.9348925592811045,0.0,0.0010176470588235294,0.04989389348181917,0.011484530175706647,0.0,0.0027113700025464733,Bumps,Bumps
0,2,0,1069,0.7217975779642805,0.0013571428571428571,0.002242518059855521,0.2029220395830373,0.019626516130927897,0.005893081918081918,0.046161123486674706,Bumps,Bumps
0,2,0,990,0.15691866381991526,0.025980565140054302,0.005473244239420709,0.3283423573339663,0.46685930432731115,0.000419047619047619,0.016006817520285013,Pastry,Bumps
0,2,0,1226,0.888732748563786,0.005602175395983447,0.0,0.09394408183835432,0.0008857142857142857,0.0010404040404040401,0.00979487587575823,Bumps,Bumps
0,2,0,1060,0.6070590004476148,0.0025016297428062132,0.00628082974816721,0.3567357919632768,0.020520045374302333,0.001643073593073593,0.0052596291307591605,Bumps,Bumps
0,2,0,1039,0.445570016232104,0.008429782876222505,0.00014285714285714284,0.32421309637289913,0.21463572473241033,0.001257142857142857,0.005751379786364306,Bumps,Bumps
0,2,0,876,0.11164634888338959,0.019672403044152267,0.0017072829131652663,0.5490506589860238,0.29552954300489315,0.00253640228021033,0.019857360888165837,Other_Faults,Bumps
0,2,0,1003,0.31410781144641714,0.0031114493349787466,0.0027457875457875458,0.49783059746336455,0.15593774357550447,0.0012888888888888887,0.02497772174505919,Other_Faults,Bumps
0,2,0,1053,0.5550596558313733,0.001968781218781219,0.0006428571428571428,0.41901491951588016,0.014327048768225237,0.0023149877899877897,0.006671749732895245,Bumps,Bumps
0,2,0,1143,0.8156247101711499,0.002191697191697192,0.008141351046614204,0.16321829556752174,0.007411305069199806,0.0,0.003412640953817424,Bumps,Bumps
0,2,0,898,0.8025854442871708,0.00023529411764705883,0.0,0.12355054808340585,0.07002729826036125,0.0016943223443223441,0.0019070929070929073,Bumps,Bumps
0,2,0,1152,0.017326574156837322,0.0,0.496085866910867,0.2697517742237422,0.04071222695694695,0.0,0.1761235577516067,K_Scratch,Bumps
0,2,0,961,0.6618380505082175,0.011242445617677817,0.000419047619047619,0.30572105563331864,0.01523274841773294,0.0,0.005546652204005146,Bumps,Bumps
0,2,0,1170,0.6008391620194652,0.0,0.027872220120207736,0.36279875100203945,0.007057475273264747,0.00037777777777777777,0.0010546138072453862,Bumps,Bumps
0,2,0,1009,0.4396550076078679,0.003729436902966314,0.0011417989417989419,0.5068432403246835,0.02798737244695448,0.0005666666666666666,0.020076477109062248,Other_Faults,Bumps
0,2,0,953,0.1570553739555491,0.019413467896053024,0.026321479535256615,0.3732119624635844,0.38905002487454365,0.0,0.03494769127501326,Pastry,Bumps
0,2,0,1189,0.5498985532971091,0.008673956676278658,0.0033747474747474744,0.3279363008598169,0.060691426841282134,0.03888468913499267,0.010540325715773284,Bumps,Bumps
0,2,0,1055,0.653622894291238,0.00977399479605362,0.0015468975468975468,0.30876203355480547,0.010505425620131502,0.003447158397158397,0.012341595793715862,Bumps,Bumps
0,2,0,1204,0.5711969097914243,0.005534735439998599,0.0012162698412698412,0.3949496664599067,0.008854433105594098,0.00028717948717948716,0.01796080587462671,Bumps,Bumps
0,2,0,1206,0.7538380937088365,0.0003246753246753247,0.0025638694638694635,0.21531391133805985,0.0027137667887667883,0.0032341269841269843,0.02201155639166475,Bumps,Bumps
0,2,0,1207,0.7521283779601888,0.0008246753246753247,0.001104784104784105,0.22572169150677024,0.002098036758563074,0.0014430014430014428,0.016679432902016695,Bumps,Bumps
0,2,0,964,0.6362317633720581,0.0011854700854700855,0.009076205777366767,0.33690140355561327,0.01040866910866911,0.0016776942355889723,0.0045187938652334935,Bumps,Bumps
0,2,0,1090,0.6248532271171788,0.0017684628237259817,0.0032379659122827777,0.2863218873579419,0.02813019507974413,0.05168344152930569,0.00400482017982018,Bumps,Bumps
0,2,0,996,0.14837502988274703,0.31418075622427744,0.007988679449205765,0.45193725478683644,0.06386715470689153,0.0018636895268474216,0.011787435423193939,Other_Faults,Bumps
0,2,0,886,0.09720223226206201,0.007873864370923194,0.03978503361103978,0.7967017187490875,0.007516190826717143,0.035582465058161636,0.015338495122009051,Other_Faults,Bumps
0,2,0,1148,0.6724683512192331,0.009339034529282208,0.02539305853245482,0.2716649303598691,0.001612487100103199,0.0012857142857142856,0.01823642397334347,Bumps,Bumps
0,2,0,1130,0.5147967972190238,0.00666685511770651,0.004936624649859945,0.39398583570375845,0.0273798855793404,0.03584601028157764,0.01638799144873314,Bumps,Bumps
0,2,0,1045,0.5017483516625459,0.0017229065052594464,0.0009217032967032967,0.46735497894516576,0.012347023152286309,0.0024055361305361307,0.013499500307502727,Bumps,Bumps
0,2,0,1231,0.4090571063229307,0.06769354295116846,0.006285842425548307,0.4641608197090746,0.019032399124533996,0.02188471066645921,0.011885578800284683,Other_Faults,Bumps
0,2,0,1242,0.5570529253994587,0.01552159197012138,0.015513014324856427,0.3780046004144174,0.01920779721056676,0.01070373102989202,0.003996339650687477,Bumps,Bumps
0,2,0,1466,0.2520803140661406,0.002376984126984127,0.05256414901747717,0.5189990397545349,0.16354597259869105,0.005312333864965444,0.00512120657120657,Other_Faults,Other_Faults
0,2,0,1470,0.285527725105842,0.00782863513298296,0.010649865734540654,0.5971765709662374,0.08693909082175807,0.010765991026517341,0.001112121212121212,Other_Faults,Other_Faults
0,2,0,1786,0.10588088546300621,0.0038918414918414925,0.018124097445382268,0.8400117501951099,0.0038349478866506735,0.018102475087691798,0.01015400243031822,Other_Faults,Other_Faults
0,2,0,1590,0.06985522318612578,0.004410110348887438,0.0009615881135062721,0.4073582234699687,0.5096862141723756,0.0,0.007728640709136064,Pastry,Other_Faults
0,2,0,1756,0.07098232809860754,0.005536647210718418,0.0006386554621848739,0.5606539034256603,0.11353087219670742,8e-05,0.24857759360612167,Other_Faults,Other_Faults
0,2,0,1438,0.4714085196496118,0.0014400560224089635,0.0,0.4888090928750136,0.029747522847398334,0.0002,0.008394808605567121,Other_Faults,Other_Faults
0,2,0,1319,0.22841486139718414,0.01546657695589584,0.01697830934115764,0.5151237444671213,0.21273953271538162,0.0027114718614718613,0.008565503261788093,Other_Faults,Other_Faults
0,2,0,1809,0.5449169179834039,0.0038662488896066766,0.008707883588146746,0.35973742017530896,0.07192769636474709,0.0,0.010843832998786562,Bumps,Other_Faults
0,2,0,1726,0.14618799519381037,0.007904022284904638,0.01689420377008612,0.6258440287982606,0.17882248100279202,0.0023662698412698414,0.021980999108876343,Other_Faults,Other_Faults
0,2,0,1425,0.5047733182914945,0.0021019607843137255,0.00418531746031746,0.42520619074772315,0.04439371953296099,0.0038802999631947,0.015459193219995481,Bumps,Other_Faults
0,2,0,1781,0.0596641198842437,0.00631431623931624,0.015194465939976773,0.8986012713206993,0.004570783946016144,0.007224032451896228,0.008431010217852324,Other_Faults,Other_Faults
0,2,0,1357,0.13146117122815265,0.00699233919675096,0.05959919475948886,0.713493783275548,0.016995129543658963,0.031202205412406644,0.04025617658399392,Other_Faults,Other_Faults
0,2,0,1356,0.0612848143312842,0.006904458286811227,0.04714297833229721,0.8658181633583815,0.0050730953257269035,0.002822738166546216,0.010953752198953436,Other_Faults,Other_Faults
0,2,0,1304,0.02905442302795244,0.013169812007737702,0.00586887556887557,0.7715890546278623,0.16617884222416743,0.0,0.014138992543404307,Other_Faults,Other_Faults
0,2,0,1624,0.09495637040118464,0.014178601094467964,0.005973191222262431,0.7711935661375761,0.05018075945083618,0.001415151515151515,0.06210236017852116,Other_Faults,Other_Faults
0,2,0,1914,0.08918354007877231,0.003374625374625375,0.033666947491792686,0.7944504064854999,0.0017,0.03616188083330497,0.041462599736005315,Other_Faults,Other_Faults
0,2,0,1353,0.43756676402709155,0.015454906814891334,0.013515435607601442,0.419691421103014,0.03135650792276178,0.07867405657637858,0.0037409079482608894,Bumps,Other_Faults
0,2,0,1833,0.13740896372289563,0.007473770020828846,0.07206362470862472,0.7214483996894058,0.02094345356226161,0.03292515183303108,0.007736636462952252,Other_Faults,Other_Faults
0,2,0,1599,0.07960566857948739,0.008103666296760926,0.009677853141011031,0.8398741434195093,0.03506587770674457,0.005858345277910496,0.021814445578576012,Other_Faults,Other_Faults
0,2,0,1496,0.14652350000965975,0.0035899312675628466,0.016340659658538915,0.6634686245951447,0.157222326859587,0.00026785714285714287,0.012587100466650203,Other_Faults,Other_Faults
0,2,0,1275,0.04191795981795981,0.0007734539969834087,0.016372979797979796,0.11239483588307118,0.008325835439070735,0.8202149350649354,0.0,Stains,Other_Faults
0,2,0,1852,0.08575337297033891,0.0034482510953099195,0.03907812736798804,0.85242424314076,0.0005548340548340548,0.007739909973067869,0.011001261397701027,Other_Faults,Other_Faults
0,2,0,1638,0.5325490236309339,0.006020866062042532,0.003967987035324496,0.39061108060390753,0.055831032924763546,0.004568470418470419,0.0064515393245572275,Bumps,Other_Faults
0,2,0,1778,0.061157618868919184,0.014909139716492655,0.04098743375647399,0.8539109555047639,0.008514551616254404,0.008971760626714186,0.011548539910382015,Other_Faults,Other_Faults
0,2,0,1845,0.03260673126495109,0.007548922645981469,0.022743361638361635,0.9181561745650292,0.004428669043374925,0.0071069947596263386,0.007409146082675494,Other_Faults,Other_Faults
0,2,0,1497,0.09172457588850781,0.002146184371184371,0.004380520820768498,0.544922548799221,0.34809001131008804,0.0,0.008736158810230018,Other_Faults,Other_Faults
0,2,0,1551,0.42193783443938254,0.025286304948921038,0.004947130647130648,0.4572188998353022,0.04541353664619582,0.03820315995419305,0.0069931335288752165,Other_Faults,Other_Faults
0,2,0,1586,0.20637799406102347,0.012953449122257172,0.01221007647323437,0.7148225618248133,0.012419540604323216,0.006176762126762127,0.03503961578758656,Other_Faults,Other_Faults
0,2,0,1895,0.15634306856026675,0.011890874235843275,0.003570787545787546,0.7789954115354893,0.021406801351383398,0.006450384376545366,0.021342672394684764,Other_Faults,Other_Faults
0,2,0,1773,0.03430691050779285,0.002017226890756303,0.005461358902535373,0.9173818111059912,0.00013333333333333334,0.012950548340548342,0.027748810919043115,Other_Faults,Other_Faults
0,2,0,1346,0.3035600951247346,0.0026862637362637365,0.10084203775240932,0.4413869577697243,0.14819402253375474,0.00043859649122807013,0.0028920265918852537,Other_Faults,Other_Faults
0,2,0,1733,0.029117205021089783,0.0013387322822105432,0.043816622838506666,0.8753789140977482,0.004270333261509732,0.0025508658008658006,0.04352732669806974,Other_Faults,Other_Faults
0,2,0,1343,0.2950816471106856,0.020585704482621956,0.004965756139285551,0.5579224040082505,0.07493766451612728,0.010360029143543073,0.03614679459948676,Other_Faults,Other_Faults
0,2,0,1707,0.028699629945218182,0.01842761307320131,0.04186432611076574,0.8411645859987964,0.04155854079700827,0.000584126984126984,0.02770117709088296,Other_Faults,Other_Faults
0,2,0,1331,0.21882728908742516,0.019280716703317317,0.010432622752204794,0.6842837617528222,0.045245361074291626,0.009483053341567274,0.012447195288371753,Other_Faults,Other_Faults
0,2,0,1421,0.5270413649324608,0.011301789017655888,0.011123648247177658,0.42459125221856414,0.003872902175224157,0.0027632478632478637,0.019305795545669684,Bumps,Other_Faults
0,2,0,1741,0.11475738954812867,0.0037186147186147184,0.07729986506441618,0.7554763695981561,0.004058296235927815,0.0022958938120702824,0.04239357102268665,Other_Faults,Other_Faults
0,2,0,1627,0.8205092925170865,0.0012046783625730994,0.0010492709904474612,0.1660236335094156,0.0010810170221934928,0.0005705128205128205,0.00956159477777125,Bumps,Other_Faults
0,2,0,1701,0.10092631078072259,0.0015329131652661065,0.0136844747100165,0.8513049016514966,0.02438358727615693,0.0,0.008167812416341826,Other_Faults,Other_Faults
0,2,0,1890,0.2330756964502421,0.009311263607393637,0.00014285714285714284,0.6986736674929003,0.009608894422160003,0.0035247557997557994,0.045662865084691695,Other_Faults,Other_Faults
0,2,0,1699,0.0502975492945307,0.014667903166664775,0.03918753221024051,0.6396882383126663,0.2228137671925598,0.0004,0.03294500982333799,Other_Faults,Other_Faults
0,2,0,1545,0.6175291808223927,0.015029682082623256,0.021686208399443692,0.27178535191121694,0.053842464843975764,0.01215671403759639,0.007970397902750843,Bumps,Other_Faults
0,2,0,1317,0.18797767437166413,0.015391463799358537,0.03622394474290758,0.6937586369154243,0.04429967624656342,0.010080705482653924,0.012267898441427852,Other_Faults,Other_Faults
0,2,0,1454,0.5076667705815373,0.010890676153911446,0.0051414092013937224,0.4206544695302601,0.05202767359919059,0.0026630718954248366,0.0009559290382819794,Bumps,Other_Faults
0,2,0,1811,0.1518360175570232,0.009327148341854224,0.0035127005347593584,0.586441914308975,0.20506390594015864,0.0011714285714285713,0.04264688474580114,Other_Faults,Other_Faults
0,2,0,1313,0.05745527554324496,0.07264851495253974,0.0024687534687534685,0.522475459886952,0.29199817592258015,0.0016529411764705881,0.051300879049458924,Other_Faults,Other_Faults
0,2,0,1315,0.0805372235745738,0.04414609945438119,0.0024829365079365073,0.6192849599586038,0.19046448495754267,0.0023291316526610644,0.06075516389430106,Other_Faults,Other_Faults
0,2,0,1782,0.16971894655052575,0.014336975769328708,0.18681718978588013,0.605068394578157,0.006914455077086656,0.006772136164489106,0.010371902074533652,Other_Faults,Other_Faults
0,2,0,1652,0.3974430850650773,0.0021649572649572652,0.1073540043962409,0.3339799073393366,0.13278389241333047,0.008677832212507133,0.01759632130855041,Bumps,Other_Faults
0,2,0,1846,0.08263321292831993,0.005760167197783298,0.010459526584526587,0.8453137123062249,0.029363663892904027,0.007517776667776669,0.018951940422464713,Other_Faults,Other_Faults
0,2,0,1272,0.04565804906308,0.14907691024146136,0.026027261065836232,0.4526655107411099,0.26106439901687606,0.001668958492487904,0.06383891137914893,Other_Faults,Other_Faults
0,2,0,1362,0.08345980182752293,0.0010158730158730158,0.03926817023257327,0.8575173739427445,0.003671918432444748,0.0011620813397129185,0.013904781209129033,Other_Faults,Other_Faults
0,2,0,1582,0.03478046061265873,0.011910295011146403,0.0074353260087006235,0.8936463024363654,0.04135736498324665,0.0,0.010870250947882526,Other_Faults,Other_Faults
0,2,0,1372,0.4364386560121055,0.0,9.523809523809523e-05,0.43920388659627124,0.013962382990246765,0.0021121212121212123,0.10818771509401752,Other_Faults,Other_Faults
0,2,0,1329,0.08300381689719624,0.006307088201653419,0.020195837827164383,0.8272082388592995,0.02862036023532859,0.005271867105240372,0.02939279087411743,Other_Faults,Other_Faults
0,2,0,1934,0.061767312941616345,0.002466666666666667,0.06596116465234113,0.8122007339925298,0.002191859774212715,0.001690826330532213,0.05372143564210127,Other_Faults,Other_Faults
0,2,0,1410,0.42444090664173295,0.004979207720384191,0.0019635364635364637,0.493754388689011,0.05670904705889224,0.011950252525252525,0.006202660901190312,Other_Faults,Other_Faults
0,2,0,1442,0.39541066673177655,0.004423319980672921,0.004931589488568893,0.5521340567773163,0.034736701894223086,0.0002,0.008163665127442217,Other_Faults,Other_Faults
0,2,0,1534,0.34223169636259565,0.0015856643356643356,0.010381395728454547,0.5708902217504753,0.06711821463000289,0.0,0.007792807192807195,Other_Faults,Other_Faults
0,2,0,1573,0.049180421905684356,0.01076013006601242,0.019463170403727675,0.46860094514562495,0.3634004851697714,0.00015384615384615385,0.08844100115533354,Other_Faults,Other_Faults
0,2,0,1402,0.4124182392838613,0.01807512515826555,0.01783712544167518,0.5003785397050116,0.03962670982096675,0.006445584821543901,0.005218675768675768,Other_Faults,Other_Faults
0,2,0,1349,0.4373849364553127,0.007505060003959587,0.019899378803171372,0.4274050038606744,0.0977067072174422,0.0011428571428571427,0.008956056516582832,Bumps,Other_Faults
0,2,0,1509,0.1289730222675876,0.020759372490254842,0.022615981094928465,0.7771459944457958,0.026069691643066235,0.007271421999053579,0.01716451605931347,Other_Faults,Other_Faults
0,2,0,1763,0.12847883518830824,0.038400846642177904,0.24105107187274377,0.5404083254151059,0.012618962203946722,0.007430958583899761,0.031611000093817426,Other_Faults,Other_Faults
0,2,0,1732,0.1984059649259024,0.0015457040035987406,0.04611333406016066,0.6845443687328266,0.055058037802971194,0.002486946060475472,0.011845644414065467,Other_Faults,Other_Faults
0,2,0,1644,0.2485870542225808,0.11852799436924084,0.025569500879835373,0.4054010906556543,0.10791375114114793,0.0536542973153587,0.04034631141618285,Other_Faults,Other_Faults
0,2,0,1377,0.050242218551180017,0.0,0.030857797310674548,0.8563964437624121,0.021294763729637182,0.0,0.04120877664609659,Other_Faults,Other_Faults
0,2,0,1691,0.10538972883467766,0.011437841853708728,0.040988595334759,0.7766631299370231,0.009335863113494693,0.026253203772641117,0.02993163715369597,Other_Faults,Other_Faults
0,2,0,833,0.1129756651126703,0.41265736175668816,0.0018234596672677167,0.4106827783001307,0.059366562669070366,0.0010707070707070708,0.0014234654234654234,Dirtiness,Dirtiness
0,2,0,815,0.07363083741597541,0.4239894839489941,0.001231729055258467,0.2679732573353122,0.17564289525404087,0.0006120915032679739,0.0569197054871513,Dirtiness,Dirtiness
0,2,0,819,0.10917765240487833,0.6065884238807516,0.0010326923076923076,0.2218262740080699,0.053024794449205534,0.0020730960500142085,0.006277066899388881,Dirtiness,Dirtiness
0,2,0,849,0.00908569508070787,0.9510453443828121,0.003920485886662358,0.017648549709738965,0.013338540246340761,0.0,0.004961384693737635,Dirtiness,Dirtiness
0,2,0,832,0.14691501317991232,0.40468725559865637,0.0026639358577439072,0.3867614340814654,0.055256114783622495,0.0017746031746031746,0.0019416433239962652,Dirtiness,Dirtiness
0,2,0,409,0.0,0.0,0.9818218045112783,0.005651002506265664,0.0003333333333333333,0.0,0.012193859649122807,K_Scratch,K_Scratch
0,2,0,379,0.002032967032967033,0.0,0.973908302209773,0.023225397423926833,0.0008333333333333333,0.0,0.0,K_Scratch,K_Scratch
0,2,0,402,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,544,0.0008030884290475082,0.0,0.9701778053744318,0.02890799508540992,0.0,0.0,0.0001111111111111111,K_Scratch,K_Scratch
0,2,0,499,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,442,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,534,0.039560358706966586,0.002989541859107077,0.10767132016179337,0.7768164538419962,0.003451311433664375,0.003209401709401709,0.06630161228707127,Other_Faults,K_Scratch
0,2,0,392,0.0,0.0,0.9821238095238097,0.016076190476190477,0.0,0.0,0.0018,K_Scratch,K_Scratch
0,2,0,525,0.0,0.0,0.9601959360900538,0.039804063909946244,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,684,0.0552765947159136,0.01733307313601431,0.48639429506681825,0.37067718038045494,0.00554111883988045,0.01894209583845806,0.04583564202246056,K_Scratch,K_Scratch
0,2,0,400,0.0003333333333333333,0.0,0.9712887445887448,0.018424675324675323,0.0003333333333333333,0.0,0.00961991341991342,K_Scratch,K_Scratch
0,2,0,468,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,629,0.0,0.0,0.9794847458097458,0.020515254190254194,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,554,0.0,0.0,0.9777690476190478,0.021111904761904762,0.0,0.0,0.0011190476190476191,K_Scratch,K_Scratch
0,2,0,733,0.034650098911348744,0.0016436507936507933,0.763340516980664,0.1868719470438477,0.006920208386384857,0.0006355661881977671,0.005938011695906433,K_Scratch,K_Scratch
0,2,0,354,0.007971428571428572,0.0,0.8036783913798624,0.1667292398777694,0.02133522588522588,0.0,0.0002857142857142857,K_Scratch,K_Scratch
0,2,0,509,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,653,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,579,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,364,0.008509106098579784,0.0,0.9435847812862519,0.042802436758860904,0.0039608187134502915,0.0002857142857142857,0.0008571428571428571,K_Scratch,K_Scratch
0,2,0,563,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,673,0.0,0.0,0.9889118091059269,0.011088190894073249,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,405,0.0,0.0,0.9716476190476193,0.023202380952380947,0.0003333333333333333,0.0,0.004816666666666666,K_Scratch,K_Scratch
0,2,0,466,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,578,0.0,0.0,0.998,0.002,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,588,0.0,0.0,0.9972309523809524,0.002769047619047619,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,528,0.0,0.0,0.9697371572871574,0.0302628427128427,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,573,0.0,0.0,0.9667143578643579,0.03328564213564214,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,449,0.07502861243877197,0.0033204559361309934,0.560722765306962,0.22466235801559564,0.007694386366986986,0.002009828463664781,0.1265615934718877,K_Scratch,K_Scratch
0,2,0,456,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,350,0.01305009010597246,0.0011,0.7537049311799313,0.2175219448851802,0.009663369963369965,0.0013215686274509807,0.003638095238095238,K_Scratch,K_Scratch
0,2,0,445,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,561,0.0,0.0,0.9980333333333333,0.0019666666666666665,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,517,0.0,0.0,0.9910981727422904,0.008901827257709612,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,510,0.0,0.0,0.9995,0.0005,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,558,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,644,0.03022728990136109,0.005951892551892553,0.8749996844773659,0.06770085662426889,0.0010801120448179272,0.004484086870787638,0.015556077529505987,K_Scratch,K_Scratch
0,2,0,464,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,2,0,590,0.039726537626460216,0.01026363986890303,0.7887383656201862,0.13829835092451273,0.00312296918767507,0.007470040949388776,0.012380095822874124,K_Scratch,K_Scratch
0,2,0,46,0.576862823628613,0.022747867002278762,0.0017352941176470588,0.3363979424808103,0.057750462737409136,0.001066374269005848,0.0034392357642357646,Bumps,Pastry
0,2,0,16,0.03509954814931258,0.021022929521458927,0.061649972632100106,0.6195194092143479,0.16852051859090494,0.0,0.09418762189187554,Other_Faults,Pastry
0,2,0,67,0.15698217131166065,0.014880820684303651,0.007670871319942528,0.5429156396403435,0.26363941083893333,0.0007999999999999999,0.013111086204816852,Other_Faults,Pastry
0,2,0,151,0.11220970800971827,0.0009338345864661654,0.0006666666666666666,0.0741245002316748,0.24982974282040799,0.00025,0.5619855476850663,Z_Scratch,Pastry
0,2,0,71,0.14277397843702203,0.004197748330101271,0.0019132051239468119,0.1775593064243457,0.6710273515326448,0.00013333333333333334,0.0023950768186062304,Pastry,Pastry
0,2,0,39,0.1781403468642903,0.0032885225885225886,0.017405980362946303,0.5758052801215326,0.20636035356688012,0.0016042761586239846,0.017395240337204253,Other_Faults,Pastry
0,2,0,85,0.2517001098956883,0.00944546155598787,0.027564742678688022,0.5862418563401669,0.09502988073419835,0.0029103174603174603,0.02710763133495331,Other_Faults,Pastry
0,2,0,99,0.23793324400058158,0.02384101878513643,0.007427052067299745,0.3970582721402075,0.33012810929741215,0.0008251633986928104,0.002787140310669722,Other_Faults,Pastry
0,2,0,29,0.07451317575090285,0.008979989944695827,0.012957820885684663,0.14524740059449992,0.7523223345891031,0.0002857142857142857,0.005693563949399191,Pastry,Pastry
0,2,0,86,0.10834328452167344,0.013335522638696008,0.009964824961759947,0.5687586623459399,0.27082524548423853,0.002764081996434938,0.026008378051257296,Other_Faults,Pastry
0,2,0,106,0.03595734331028447,0.040398657182171116,0.019542960634137102,0.12831402698608593,0.7482451648454747,0.0,0.027541847041847037,Pastry,Pastry
0,2,0,58,0.3079097950267677,0.012652109483224034,0.0,0.43594121973627703,0.23632108961176895,0.0011616161616161615,0.006014169980346451,Other_Faults,Pastry
0,2,0,17,0.03952031032786181,0.02073348971290147,0.03345354638892463,0.6677087112775796,0.20627196546704227,0.0,0.03231197682568997,Other_Faults,Pastry
0,2,0,54,0.136335955604498,0.15588504952220122,0.0006356643356643357,0.2720651734402511,0.4328294176015877,0.00013333333333333334,0.0021154061624649866,Pastry,Pastry
0,2,0,50,0.6354363563131805,0.0037869174942704357,0.0006468253968253967,0.2717983043451815,0.08510771477666082,0.002175396825396825,0.0010484848484848485,Bumps,Pastry
0,2,0,142,0.16696202702182586,0.01348852683264448,0.015961251450647734,0.2848188667679818,0.5001920861108198,0.009303488233472752,0.009273753582607399,Pastry,Pastry
0,2,0,311,0.009655056871233338,0.0014718253968253967,0.0004,0.09909588649075456,0.010373015873015872,0.0,0.879004215368171,Z_Scratch,Z_Scratch
0,2,0,326,0.017189916945799296,0.0,0.0,0.15746851703321277,0.0004,0.0,0.8249415660209879,Z_Scratch,Z_Scratch
0,2,0,270,0.0,0.0,0.0,0.0014444444444444444,0.0,0.0,0.9985555555555555,Z_Scratch,Z_Scratch
0,2,0,335,0.060745216929613224,0.0014978354978354975,0.06344439029808525,0.7140383770341179,0.0011537480063795852,0.00844885619884072,0.15067157603512835,Other_Faults,Z_Scratch
0,2,0,201,0.0576786336986027,0.0057857142857142855,0.0013246753246753246,0.12321124959678603,0.028153651396762847,0.0,0.7838460756974595,Z_Scratch,Z_Scratch
0,2,0,195,0.0017444444444444445,0.0016333333333333332,0.001,0.017223076923076924,0.0006000000000000001,0.0004,0.9773991452991454,Z_Scratch,Z_Scratch
0,2,0,188,0.06531707883619649,0.0,0.004200025464731347,0.09531085078492195,0.0035797619047619046,0.0014080086580086579,0.8301842743513795,Z_Scratch,Z_Scratch
0,2,0,241,0.018944297859003742,0.0005948717948717949,0.0008333333333333334,0.02144674928614557,0.0014027777777777777,0.0009999999999999998,0.9557779699488679,Z_Scratch,Z_Scratch
0,2,0,323,0.0086305465776054,0.0032840909090909092,0.0009494949494949495,0.20799177801752844,0.003161111111111111,0.0,0.7759829784351697,Z_Scratch,Z_Scratch
0,2,0,318,0.013044312514708932,0.0,0.0,0.11515691094251465,0.0017536231884057972,0.0002608695652173913,0.8697842837891531,Z_Scratch,Z_Scratch
0,2,0,300,0.0017803030303030305,0.0,0.0,0.008339718614718616,0.0013166666666666667,0.0,0.9885633116883116,Z_Scratch,Z_Scratch
0,2,0,346,0.0588257024044142,0.01225822363910599,0.03887655296312248,0.6026587895140562,0.11814149086170561,0.0020076146076146075,0.16723162600998118,Other_Faults,Z_Scratch
0,2,0,289,0.0,0.0,0.0,0.00125,0.0,0.0,0.99875,Z_Scratch,Z_Scratch
0,2,0,212,0.0,0.0005333333333333334,0.0004,0.0015333333333333332,0.0,0.0,0.9975333333333333,Z_Scratch,Z_Scratch
0,2,0,203,0.003320098322729902,0.0015692307692307694,0.0,0.04618092813619129,0.0017666666666666666,0.0,0.9471630761051816,Z_Scratch,Z_Scratch
0,2,0,345,0.15048099097900355,0.04175166130141226,0.009684966148850928,0.4942521331901672,0.09580755588670317,0.013202379021944242,0.1948203134719187,Other_Faults,Z_Scratch
0,2,0,297,0.04811427636690794,0.0007285714285714286,0.0005166666666666666,0.0656828741434004,0.04212563489142437,0.0007012987012987013,0.8421306778017306,Z_Scratch,Z_Scratch
0,2,0,193,0.09404062970509396,0.0015282051282051283,0.0006666666666666666,0.11059403604763343,0.0034295674132630645,0.0050079352730247875,0.7847329597661128,Z_Scratch,Z_Scratch
0,2,0,189,0.04152767212148015,0.0028247863247863247,0.0,0.04065362023597318,0.00917123814438056,0.0,0.9058226831733801,Z_Scratch,Z_Scratch
0,2,0,767,0.01187923187923188,0.0,0.04397331002331003,0.03688271728271729,0.0,0.9072647408147412,0.0,Stains,Stains
0,2,0,773,0.0013945374800637957,0.0,0.0003281733746130031,0.007113172302413788,0.0,0.9911641168429094,0.0,Stains,Stains
0,2,0,775,0.0012727272727272728,0.0,0.014006096681096676,0.014933225108225106,0.00018181818181818183,0.9696061327561329,0.0,Stains,Stains
0,2,0,787,0.010389332889332891,0.0,0.036639291264291274,0.029213922188922187,0.0,0.923757453657454,0.0,Stains,Stains
0,2,0,762,0.00874347041847042,0.0,0.1197150072150072,0.0770905844155844,0.0018571428571428571,0.7908437950937954,0.00175,Stains,Stains
0,2,0,777,0.0003333333333333333,0.0,0.002112121212121212,0.0008318181818181818,0.0,0.9967227272727274,0.0,Stains,Stains
0,2,0,808,0.0021578502415458937,0.0,0.04033968253968254,0.0070084023464458255,0.0013333333333333333,0.9488273982056591,0.0003333333333333333,Stains,Stains
0,3,0,913,0.9254079991817608,0.0007856643356643357,0.0002,0.06437246757370596,0.007658868908868909,0.0010666666666666667,0.0005083333333333333,Bumps,Bumps
0,3,0,1180,0.9274761426052452,0.0,0.006357288583449573,0.05966507063627805,0.005162163653340125,0.0,0.0013393345216874627,Bumps,Bumps
0,3,0,1005,0.37702309221030794,0.006455124081285072,0.0005019607843137255,0.42841707073916996,0.09079825942704195,0.0010289449112978525,0.09577554784658375,Other_Faults,Bumps
0,3,0,1239,0.4763678432289953,0.014726582016792677,0.07679646545405061,0.33962526910392415,0.0631725918530401,0.012373590814070686,0.01693765752912677,Bumps,Bumps
0,3,0,888,0.7011184491006173,0.0060429837706153485,0.012925919049990256,0.2504024471771679,0.011296221872382863,0.0,0.018213979029226713,Bumps,Bumps
0,3,0,1216,0.9102960510958957,0.0008,0.0011857142857142858,0.07101455950691446,0.001196322007063695,0.0,0.015507353104411927,Bumps,Bumps
0,3,0,942,0.5591955331554671,0.00382315233785822,0.00025,0.29514203051663357,0.1357592698864977,0.0,0.005830014103543515,Bumps,Bumps
0,3,0,922,0.3213551807505096,0.06705008434977476,0.003348664081017022,0.28750512111951426,0.3165360046442396,0.00015384615384615385,0.004051098901098901,Bumps,Bumps
0,3,0,1191,0.6294448279327198,0.002994862155388471,0.03102015969067053,0.25441895524010555,0.03290691123424667,0.04663219394124968,0.0025820898056192177,Bumps,Bumps
0,3,0,1192,0.3068407229087302,0.028189854692950652,0.0,0.4730025022643413,0.16365023002154522,0.010043384066913475,0.018273306045519664,Other_Faults,Bumps
0,3,0,1089,0.30872911669745445,0.016646891137758007,0.018301837185936653,0.4814574283381775,0.1499917650339222,0.007242081447963801,0.017630880158787682,Other_Faults,Bumps
0,3,0,1171,0.9440373776008624,0.0,0.00015384615384615385,0.0529352767056159,0.0015250146911911617,0.0,0.0013484848484848484,Bumps,Bumps
0,3,0,970,0.5106242450206949,0.003913691537220949,0.006975221708116446,0.3903108718232456,0.026106128984534543,0.0594645187973361,0.0026053221288515407,Bumps,Bumps
0,3,0,1102,0.2615031972051222,0.00942400703012158,0.028801220004625573,0.566938004639802,0.10184662357654027,0.004984804900981372,0.026502142642807595,Other_Faults,Bumps
0,3,0,1113,0.2689019937920176,0.011651961567843922,0.11509913645865656,0.492202647964127,0.0038903989513425514,0.005681641887524242,0.10257221937848876,Other_Faults,Bumps
0,3,0,1071,0.6846355061566962,0.0005,0.00023529411764705883,0.22340115609297623,0.0300224629280323,0.003937273837273837,0.05726830686737472,Bumps,Bumps
0,3,0,1052,0.5339136086754661,0.0016376270788035496,0.0002857142857142857,0.40808302583037886,0.04044690641831509,0.0006605042016806724,0.014972613509641373,Bumps,Bumps
0,3,0,1065,0.6157739906576425,0.007089730118522689,0.006901598839756733,0.316432834784605,0.04962077144524311,0.0005317460317460317,0.0036493281224839976,Bumps,Bumps
0,3,0,1255,0.5815734119479777,0.0,0.016872006296077498,0.35984810251705185,0.017607573500668126,0.000125,0.023973905738224624,Bumps,Bumps
0,3,0,984,0.331411005221727,0.030050721205627646,0.02917281509340332,0.5087071435578977,0.047071870924576535,0.049332447176595094,0.004253996820173291,Other_Faults,Bumps
0,3,0,1193,0.36101308762728895,0.046798506103459654,0.003520235050541956,0.37253379646482343,0.15210405136509597,0.018482858332346818,0.04554746505644338,Other_Faults,Bumps
0,3,0,1110,0.2034927726677237,0.011794820669526552,0.14174321058460249,0.5541217225599815,0.010672884425516005,0.002197996447996448,0.07597659264465362,Other_Faults,Bumps
0,3,0,1202,0.4457153910099563,0.009463553929730398,0.008080281844058932,0.49385615836430224,0.012696237379751311,0.014088727938727934,0.016099649533473058,Other_Faults,Bumps
0,3,0,906,0.8287762695243617,0.004728724053724053,0.0009743589743589743,0.11658966268322847,0.046580435313777604,0.0,0.00235054945054945,Bumps,Bumps
0,3,0,1187,0.2791239393800439,0.0122262505296561,0.041658079742754664,0.6264044584952446,0.01770779579000739,0.010422842010071109,0.012456634052222288,Other_Faults,Bumps
0,3,0,1086,0.30138589242512925,0.008683837077954724,0.014108497049905716,0.6251422978945942,0.04510658292217047,0.0034515639589169,0.0021213286713286715,Other_Faults,Bumps
0,3,0,1146,0.8915110331189281,0.0009264069264069264,0.0021934065934065936,0.09620686042543632,0.007971443262619733,0.0,0.0011908496732026144,Bumps,Bumps
0,3,0,1049,0.6107095313224641,0.0007666666666666667,0.0005,0.35639066193711183,0.02036260879344403,0.0027550366300366303,0.008515494650277258,Bumps,Bumps
0,3,0,866,0.3918677531162992,0.010006245508877088,0.002243795093795094,0.5163047773546056,0.06897339264622541,0.0,0.01060403628019727,Other_Faults,Bumps
0,3,0,948,0.5139989847030974,0.0017597402597402596,0.039743138520443665,0.3980120563004393,0.03674853757316403,0.0,0.009737542643115394,Bumps,Bumps
0,3,0,1233,0.6595920254712009,0.019655099635561335,0.008572782480677218,0.2518291373136817,0.03775460247489456,0.004963099765731345,0.017633252858252853,Bumps,Bumps
0,3,0,1120,0.2575419186319881,0.008577976022945064,0.04276842521084008,0.6146540548076087,0.015537080168302402,0.0014345238095238094,0.059486021348792245,Other_Faults,Bumps
0,3,0,1169,0.6651375801581351,0.0011428571428571427,0.0006679864253393666,0.31908793480715,0.013100005102882343,0.00016666666666666666,0.000696969696969697,Bumps,Bumps
0,3,0,1230,0.6260178862136352,0.02045028147470603,0.004402917833800187,0.3114942218574712,0.01980223129086705,0.006121290310996192,0.011711171018523958,Bumps,Bumps
0,3,0,1103,0.13396311027144592,0.024615361582002452,0.021751853083277234,0.7214678339376488,0.05120279233636346,0.009607047072294747,0.03739200171696806,Other_Faults,Bumps
0,3,0,920,0.8546035167835413,0.00014285714285714284,0.001194548872180451,0.11195985020722539,0.03061351270848174,0.0012000000000000001,0.0002857142857142857,Bumps,Bumps
0,3,0,1098,0.04248722481508857,0.0,0.38026575211891195,0.5587084336798095,0.004524963924963925,0.0,0.014013625461226082,Other_Faults,Bumps
0,3,0,1011,0.5872811401214012,0.0016275303643724698,0.0005,0.32867781162927556,0.03635059107783227,0.00221012321012321,0.04335280359699526,Bumps,Bumps
0,3,0,1219,0.8805537471472454,0.0008909774436090225,0.0012451324389404883,0.10893954021554642,0.005595752080736602,0.0014087688025768523,0.0013660818713450294,Bumps,Bumps
0,3,0,1232,0.8256135210764468,0.003266342274856207,0.0009166666666666666,0.15273533722899055,0.005048206111054408,0.0,0.012419926641985464,Bumps,Bumps
0,3,0,1772,0.05411866393914786,0.0005174825174825175,0.018402865512540435,0.9014168083688648,0.0009785714285714285,0.006958092695506884,0.017607515537886382,Other_Faults,Other_Faults
0,3,0,1839,0.10087845491282027,0.011240793271056431,0.23535529465374666,0.6063182687281767,0.032339210333869765,0.0077660173160173165,0.006101960784313726,Other_Faults,Other_Faults
0,3,0,1278,0.2785089654831245,0.007843479559656029,0.014309627841809159,0.5672873988858443,0.11467426112721585,0.0011785714285714286,0.016197695673779263,Other_Faults,Other_Faults
0,3,0,1716,0.03730806896062313,0.004497812971342383,0.06991109069211103,0.8477885779141362,0.003059653092006033,0.003572473604826546,0.033862322764954336,Other_Faults,Other_Faults
0,3,0,1328,0.04217367320501994,0.002985438091320444,0.026469677948470514,0.9074081080512195,0.006131638296344178,0.003789005439005439,0.011042458968619962,Other_Faults,Other_Faults
0,3,0,1927,0.12677135450735538,0.01784635507251606,0.013374311501229657,0.6515132447393623,0.06264048848057459,0.007659208069192589,0.1201950376297698,Other_Faults,Other_Faults
0,3,0,1777,0.09972829569429988,0.007687129728380235,0.14384978177735286,0.6800529129237376,0.014105404846271721,0.0034815739815739813,0.051094901048383996,Other_Faults,Other_Faults
0,3,0,1633,0.21792837750058974,0.01357439913028148,0.0012818151147098514,0.6863433544215618,0.02475620347145114,0.007156705136968297,0.04895914522443797,Other_Faults,Other_Faults
0,3,0,1765,0.09208733330144828,0.02168023687011302,0.18371418629530092,0.6631401528845369,0.010430437330127731,0.006205982905982907,0.02274167041249084,Other_Faults,Other_Faults
0,3,0,1683,0.06243950009398925,0.027841718446671996,0.033359712114510866,0.6328041746355078,0.1680162610347731,0.0013727456753772542,0.07416588799916976,Other_Faults,Other_Faults
0,3,0,1483,0.022149361912597202,0.003417016806722689,0.005239239028944911,0.9519793025459905,0.01283060584627081,0.0006895604395604396,0.00369491341991342,Other_Faults,Other_Faults
0,3,0,1332,0.15628430509492916,0.011990742461498958,0.010218512859689331,0.733657935946885,0.07159586027409424,0.0016582264484741264,0.0145944169144297,Other_Faults,Other_Faults
0,3,0,1694,0.09217022343803878,0.01321075476810771,0.18904781922845268,0.5890963923918028,0.04925094682579202,0.0017451465201465202,0.06547871682766015,Other_Faults,Other_Faults
0,3,0,1528,0.040854346400073925,0.07561015565236724,0.06703075013334132,0.7528006737440784,0.03716285132659476,0.003626001449530862,0.022915221294013865,Other_Faults,Other_Faults
0,3,0,1828,0.048543218047861984,0.00814658658335129,0.06340828688855005,0.8329932937719312,0.004515245865245865,0.03361241287092679,0.008780955972132442,Other_Faults,Other_Faults
0,3,0,1364,0.06510365991601015,0.00014285714285714284,0.0797582355149525,0.8329399245506297,0.006859711392838329,0.00031578947368421053,0.014879822009028496,Other_Faults,Other_Faults
0,3,0,1375,0.025505155909210955,0.0,0.09742962056130854,0.83671431313097,0.01214246002535476,0.0,0.02820845037315623,Other_Faults,Other_Faults
0,3,0,1270,0.050107295508069506,0.045455951186756126,0.05885451885575725,0.731388794392742,0.09175891492408525,0.0007222222222222222,0.021712302910367923,Other_Faults,Other_Faults
0,3,0,1595,0.0429813087755038,0.04869476212641846,0.03775815929856177,0.8342270176074359,0.019256754270840958,0.0021666666666666666,0.014915331254572737,Other_Faults,Other_Faults
0,3,0,1337,0.04203078171398604,0.002074423615600086,0.012604586546924005,0.917052990645406,0.003109401709401709,0.0035837068160597574,0.019544108952622877,Other_Faults,Other_Faults
0,3,0,1721,0.1158192411069287,0.027189997816081394,0.01072720781633825,0.6056391470697834,0.21591555907822907,0.0014927350427350427,0.023216112069904635,Other_Faults,Other_Faults
0,3,0,1640,0.35648980288156834,0.12783440264585774,0.004124862066038537,0.3038663189904576,0.19267084622986835,0.001802930402930403,0.013210836783279237,Bumps,Other_Faults
0,3,0,1884,0.3769786577484527,0.21801625005205238,0.0006222222222222223,0.3331300488565592,0.06405868409159228,0.003815028272381214,0.0033791087567403354,Bumps,Other_Faults
0,3,0,1872,0.8012336114294012,0.010191832144463724,0.0,0.1710584798728291,0.015589214526443627,0.0004,0.0015268620268620268,Bumps,Other_Faults
0,3,0,1284,0.17503744497526968,0.0129878890287559,0.011955655601708236,0.5290982355643339,0.2624428816734485,0.0036893939393939385,0.0047884992170898755,Other_Faults,Other_Faults
0,3,0,1610,0.4919745562879259,0.006247655852919011,0.00025,0.32574204191173856,0.17261669114600886,0.00025,0.002919054801407743,Bumps,Other_Faults
0,3,0,1832,0.023913247172952366,0.021611886945333572,0.0395185918424914,0.8641618815675284,0.021068834928102662,0.01974825692882968,0.009977300614761916,Other_Faults,Other_Faults
0,3,0,1557,0.03719125696285137,0.006219955861132332,0.18945914968394106,0.6704658279849257,0.013806736297757973,0.00908435114077529,0.07377272206861653,Other_Faults,Other_Faults
0,3,0,1856,0.023876362526362518,0.0021136788048552757,0.005811976911976913,0.94734092760181,0.014438814061755236,0.000881118881118881,0.005537121212121212,Other_Faults,Other_Faults
0,3,0,1395,0.10814169497953932,0.012135888621182736,0.5043265018229854,0.2469439450780446,0.1203012078416043,0.0024995298818828227,0.005651231774761187,K_Scratch,Other_Faults
0,3,0,1499,0.10727074691173834,0.0008457983193277312,0.0068285936285936285,0.8405165051154853,0.03153438346401059,0.0010472222222222222,0.011956750338622058,Other_Faults,Other_Faults
0,3,0,1521,0.057580722313462236,0.0998510039753849,0.017334259892154626,0.4698362816749811,0.32575218382408816,0.0009095238095238094,0.02873602451040531,Other_Faults,Other_Faults
0,3,0,1417,0.20182631829515663,0.0036932622932622935,0.002540597147950089,0.6698928889423944,0.11403385441527857,0.0007559808612440191,0.007257098044714145,Other_Faults,Other_Faults
0,3,0,1411,0.5628614402778384,0.004479882363938091,0.0008993589743589744,0.4082125658587834,0.021242492732585595,0.00011764705882352942,0.0021866127336715576,Bumps,Other_Faults
0,3,0,1369,0.20132628984485115,0.030285257716140056,0.004402445593622064,0.6691345820381607,0.07191046021103233,0.009328909935953278,0.01361205466024082,Other_Faults,Other_Faults
0,3,0,1448,0.5038456496805572,0.03374130424099465,0.01367169986875869,0.4128511406378275,0.028029137228440634,0.0,0.007861068343421285,Bumps,Other_Faults
0,3,0,1340,0.057461117829538874,0.0031602152749211575,0.015481628459260039,0.894890530685345,0.011735202628468883,0.0027388712165027952,0.014532433905963319,Other_Faults,Other_Faults
0,3,0,1301,0.017283980072215367,0.00194500466853408,0.0008222222222222222,0.8521436825760056,0.12572063447948847,0.0,0.002084475981534805,Other_Faults,Other_Faults
0,3,0,1843,0.035655696349312586,0.04438576196951818,0.044391306468766406,0.8104212228379751,0.05129082263812373,0.0007151515151515151,0.013140038221152771,Other_Faults,Other_Faults
0,3,0,1347,0.06338806876474057,0.009233247797953679,0.006241574856620623,0.30657256957069046,0.6054610355303301,0.0005833333333333333,0.008520170146331135,Pastry,Other_Faults
0,3,0,1524,0.036007933767299063,0.09426816302854808,0.11193996154456513,0.6068782980461607,0.09317457537825698,0.0018243697478991597,0.05590669848727123,Other_Faults,Other_Faults
0,3,0,1473,0.7475929670933302,0.009511642293483726,0.007121185831712147,0.19380910636416432,0.017577110951969607,0.022005281282633554,0.0023827061827061827,Bumps,Other_Faults
0,3,0,1695,0.10908781792832141,0.006866649690179102,0.017701235606498764,0.8113219599913704,0.01827005181407187,0.002381525784157363,0.03437075918540112,Other_Faults,Other_Faults
0,3,0,1371,0.11032946269603633,0.0038670706744236153,0.0024535968933027752,0.8216235283531618,0.02021891090505641,0.02031696653020183,0.021190463947816887,Other_Faults,Other_Faults
0,3,0,1656,0.14672372630981,0.07300826835703002,0.014742026832816307,0.6058937581514822,0.13022224035375954,0.0022519754755048874,0.027158004519597594,Other_Faults,Other_Faults
0,3,0,1500,0.13513128149949394,0.0025055735114558643,0.053652840331323295,0.7712813925713237,0.024855569063756567,0.00034285714285714285,0.012230485879789282,Other_Faults,Other_Faults
0,3,0,1930,0.04674348119507358,0.00042857142857142855,0.02496604967100322,0.8978214402899415,0.003958726034887026,0.005863116209555839,0.020218615170967433,Other_Faults,Other_Faults
0,3,0,1619,0.5921847337542282,0.0029412464985994397,0.00025,0.3772218889719935,0.018254553828113522,0.003727720318896789,0.005419856628168648,Bumps,Other_Faults
0,3,0,1563,0.21452512214532032,0.0,0.0006509803921568628,0.224408361331763,0.0019626373626373626,0.0004813315339631129,0.5579715672341596,Z_Scratch,Other_Faults
0,3,0,1821,0.09641776251783996,0.10587602262718362,0.003332349312642757,0.15574593267070053,0.6073551937600393,0.00014285714285714284,0.031129881968736464,Pastry,Other_Faults
0,3,0,1562,0.07614269310840519,0.010399101594625895,0.2763439526272175,0.5091789452538308,0.003943369432499867,0.025162766155413203,0.0988291718280075,Other_Faults,Other_Faults
0,3,0,1443,0.4314716389501824,0.004636183261183262,0.0010746753246753246,0.5135072706017753,0.03967629269856688,0.0002222222222222222,0.009411716941394555,Other_Faults,Other_Faults
0,3,0,1533,0.49399654439613716,0.0010219388454682573,0.01570163476014869,0.4369528685464039,0.046801064933555826,0.0,0.005525948518285981,Bumps,Other_Faults
0,3,0,1815,0.22501230027447014,0.02037065863833598,0.0036086707410236825,0.29423006162911747,0.45042677087618294,0.0,0.0063515378408701886,Pastry,Other_Faults
0,3,0,1880,0.1508818174343717,0.026341192862864685,0.006648717948717949,0.7598482410949902,0.032671374617814254,0.011848908075069066,0.011759747966172115,Other_Faults,Other_Faults
0,3,0,1863,0.07601914195195925,0.0017954545454545454,0.1374894809954408,0.7553305967939872,0.003661904761904761,0.0,0.02570342095125376,Other_Faults,Other_Faults
0,3,0,1932,0.0414563395407183,0.00013333333333333334,0.027163078295973028,0.9021790165951963,0.0035694097955707863,0.008490397808694348,0.01700842463051374,Other_Faults,Other_Faults
0,3,0,1564,0.7424648490245339,0.0005538461538461539,0.007848947715511184,0.22322810291852893,0.003324307091257555,0.0003555555555555555,0.022224391540766546,Bumps,Other_Faults
0,3,0,1859,0.38650103248630663,0.0009914529914529914,0.013009691764241502,0.5355871759863953,0.049089525821690315,0.0009107142857142857,0.013910406664199232,Other_Faults,Other_Faults
0,3,0,1831,0.11444799464867114,0.030954293126893736,0.10351970763677928,0.6232806552696343,0.11014783623519668,0.007585751027886579,0.010063762054938523,Other_Faults,Other_Faults
0,3,0,1598,0.054507886446199125,0.03723261969196953,0.005887957304133775,0.8501995430798989,0.034029856366543675,0.0015265873015873014,0.016615549809667455,Other_Faults,Other_Faults
0,3,0,1486,0.08368336218604093,0.0011893345216874628,0.005606897514250454,0.8729136721267698,0.025149284415723363,0.0005428571428571429,0.010914592092671238,Other_Faults,Other_Faults
0,3,0,1449,0.27051887316479456,0.000494949494949495,0.0,0.6629480865356657,0.05347501552417759,0.0,0.012563075280412745,Other_Faults,Other_Faults
0,3,0,1583,0.01870165639702724,0.0025333259997656283,0.0026590695252459956,0.9131106811776788,0.05863432086317534,0.00035294117647058826,0.00400800486063644,Other_Faults,Other_Faults
0,3,0,1576,0.051245080280916164,0.008999616520390512,0.004453570285923227,0.8491417755258166,0.0768995524753884,0.0008053221288515407,0.008455082782714361,Other_Faults,Other_Faults
0,3,0,1515,0.42165624036221594,0.00864768368886016,0.027551341468988518,0.4999110228814874,0.02957941808793201,0.002662091503267974,0.009992202007247776,Other_Faults,Other_Faults
0,3,0,1612,0.8577596490111195,0.0020736614262930053,0.0,0.13395992688082475,0.00483533411033411,0.0,0.0013714285714285712,Bumps,Other_Faults
0,3,0,1379,0.03282700227749694,0.0,0.026694101486748546,0.8943384382589195,0.00974246002535476,0.0,0.036397997951480895,Other_Faults,Other_Faults
0,3,0,839,0.05412029596575632,0.7695935926399915,0.0006700280112044817,0.09799235915405995,0.07255423097714121,0.0017675324675324676,0.003301960784313725,Dirtiness,Dirtiness
0,3,0,848,0.008868819011338193,0.944175808652394,0.0005319974143503555,0.02998622638933582,0.012428958399701432,0.0,0.004008190132880535,Dirtiness,Dirtiness
0,3,0,850,0.07388634136686363,0.6512257109688592,0.012528345295914954,0.13993977286006504,0.06291428609230468,0.0048099980085274194,0.05469554540746489,Dirtiness,Dirtiness
0,3,0,834,0.16145868108424982,0.5120060266239501,0.0,0.2536292632249223,0.07129782473251312,0.0007696078431372548,0.0008385964912280702,Dirtiness,Dirtiness
0,3,0,864,0.08604892585839552,0.7557447723512334,0.0006714932126696833,0.0965601809779189,0.05715476837404081,0.0019734539969834086,0.0018464052287581701,Dirtiness,Dirtiness
0,3,0,527,0.0004,0.0,0.9678999694749698,0.029897893772893768,0.0,0.0,0.0018021367521367522,K_Scratch,K_Scratch
0,3,0,703,0.0002788461538461539,0.0,0.9196886827207137,0.0797467568397263,0.0002857142857142857,0.0,0.0,K_Scratch,K_Scratch
0,3,0,533,0.05006592219830541,0.01204830283235856,0.44187774771817384,0.45661911468229943,0.0031227716727716725,0.004754363283775049,0.031511777612316036,Other_Faults,K_Scratch
0,3,0,677,0.0,0.0,0.9742109668109671,0.025789033189033188,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,737,0.08629860994698456,0.02826581721512061,0.10034930340557273,0.5851417866790933,0.1582423700396611,0.0038849206349206348,0.03781719207864716,Other_Faults,K_Scratch
0,3,0,617,0.0,0.0,0.9496099983349984,0.05039000166500164,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,591,0.027815802412242043,0.0,0.8614731990231989,0.08286584907180883,0.0,0.0,0.027845149492750097,K_Scratch,K_Scratch
0,3,0,454,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,595,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,353,0.0005,0.0,0.9246531414320118,0.07082267556145261,0.004024183006535948,0.0,0.0,K_Scratch,K_Scratch
0,3,0,512,0.0,0.0,0.9984967948717948,0.0005010683760683761,0.0,0.0,0.0010021367521367522,K_Scratch,K_Scratch
0,3,0,648,0.0,0.0,0.9940316017316018,0.005968398268398269,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,560,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,575,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,461,0.0004,0.0,0.9645507631257635,0.02279551282051282,0.0,0.0,0.012253724053724057,K_Scratch,K_Scratch
0,3,0,348,0.026051217495954345,0.0027970165799113163,0.5449398626227573,0.3894035486151277,0.018294922650448964,0.01294431533378902,0.005569116702011438,K_Scratch,K_Scratch
0,3,0,401,0.001,0.0,0.9980000000000001,0.0004,0.0,0.0,0.0006000000000000001,K_Scratch,K_Scratch
0,3,0,701,0.0,0.0,0.9894801587301588,0.01051984126984127,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,643,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,626,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,695,0.0,0.0,0.9932531746031746,0.006746825396825397,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,411,0.0,0.0,0.9949467948717948,0.002651068376068376,0.0,0.0,0.0024021367521367518,K_Scratch,K_Scratch
0,3,0,358,0.017447844991266045,0.0010324561403508771,0.49917713222450055,0.4572438406622618,0.01533044733044733,0.007201611984506721,0.0025666666666666667,K_Scratch,K_Scratch
0,3,0,384,0.17114226840411068,0.0049138414217361585,0.32430592588526047,0.4249570300902041,0.07041252699529718,0.0022670401493930905,0.0020013670539986332,Other_Faults,K_Scratch
0,3,0,389,0.2091499594253431,0.014640254173071509,0.013333799971957865,0.44879065019797953,0.28969113900039334,0.00042857142857142855,0.023965625802683285,Other_Faults,K_Scratch
0,3,0,711,0.0008,0.0,0.9859128851540616,0.010516526610644257,0.0014705882352941178,0.0,0.0013,K_Scratch,K_Scratch
0,3,0,387,0.18030089280344716,0.004518237026131765,0.2675863561275325,0.47635759566669844,0.06615985491677373,0.002574732457085398,0.0025023310023310026,Other_Faults,K_Scratch
0,3,0,650,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,431,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,587,0.040307856614078826,0.014482739147303688,0.7654649846182897,0.15048577609143984,0.0063512595815664865,0.00564703368526898,0.01726035026205305,K_Scratch,K_Scratch
0,3,0,599,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,614,0.0,0.0,0.99825,0.00175,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,638,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,451,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,592,0.0,0.0,0.999,0.001,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,642,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,375,0.0028999999999999994,0.0,0.9105503275791974,0.08421502765380477,0.0020489304812834224,0.0002857142857142857,0.0,K_Scratch,K_Scratch
0,3,0,518,0.031339611936051566,0.0,0.8136205359999475,0.12386157295576801,0.0005714285714285714,0.0008571428571428571,0.02974970767966122,K_Scratch,K_Scratch
0,3,0,535,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,3,0,27,0.20112125459784239,0.05969904621522268,0.00527950937950938,0.264162762600093,0.46527490835363766,0.00041666666666666664,0.004045852187028657,Pastry,Pastry
0,3,0,33,0.14823319722783324,0.00575277026894674,0.006521628250976078,0.27215481795167495,0.5629434360064187,0.0,0.004394150294150294,Pastry,Pastry
0,3,0,137,0.16338006282802037,0.012961467943820883,0.0022412057812515483,0.16623590925631115,0.6459281300497561,0.0012669237195552985,0.007986300421284944,Pastry,Pastry
0,3,0,47,0.2647355783572704,0.021596422926918282,0.0021440242763772176,0.22685473641388326,0.47785788565243403,0.00032051282051282046,0.006490839552604259,Pastry,Pastry
0,3,0,132,0.037138882909316336,0.0030640451052215754,0.00015384615384615385,0.058943625887356514,0.898908141402801,0.00015384615384615385,0.0016376123876123876,Pastry,Pastry
0,3,0,88,0.21814065724138415,0.08461068033273919,0.000875592885375494,0.20773716348786342,0.4488427156173422,0.0006730158730158729,0.039120174562279834,Pastry,Pastry
0,3,0,68,0.19408233110473008,0.017914132470556617,0.005362662337662338,0.523669693012202,0.24974765995372747,0.00013333333333333334,0.009090187787788407,Other_Faults,Pastry
0,3,0,73,0.13859677621484132,0.004260902606165765,0.0017222222222222224,0.5726029904292773,0.2755125924982872,0.0010924369747899161,0.006212079054416517,Other_Faults,Pastry
0,3,0,93,0.2731019006602498,0.016470624507931006,0.09809782089255781,0.44869552286117426,0.14008255184675658,0.0016436729936729934,0.021907906237657888,Other_Faults,Pastry
0,3,0,21,0.03336542825079975,0.010089878422231361,0.005541513835321886,0.6186877754168779,0.32590745320211245,0.0,0.006407950872656756,Other_Faults,Pastry
0,3,0,59,0.1842791173159562,0.013385044040926395,0.0042875973699503115,0.36419436471232836,0.3689785267592068,0.0031190548014077423,0.06175629500022419,Pastry,Pastry
0,3,0,24,0.04671182346728515,0.02188258850040045,0.026619311624944943,0.6626966174927507,0.20406791645858824,0.004082417582417583,0.03393932487361279,Other_Faults,Pastry
0,3,0,127,0.04417128548998447,0.011891733756439642,0.0007356643356643357,0.33155081939186737,0.6076822572592748,0.00015384615384615385,0.003814393612923024,Pastry,Pastry
0,3,0,26,0.11736856694904689,0.019115153180153176,0.0017017082590612006,0.29440594260012276,0.5571593053528183,0.00018181818181818183,0.01006750547697916,Pastry,Pastry
0,3,0,94,0.2209054382056975,0.015912543089491533,0.047705371700882536,0.5526995069657912,0.1463030239581392,0.00989816653934301,0.006575949540655423,Other_Faults,Pastry
0,3,0,104,0.02844552288097178,0.008983449883449882,0.001638888888888889,0.19304164627941728,0.7644920793688599,0.0,0.003398412698412698,Pastry,Pastry
0,3,0,320,0.001058145363408521,0.0,0.0,0.08825731617024188,0.0,0.0,0.9106845384663493,Z_Scratch,Z_Scratch
0,3,0,308,0.007068167943167943,0.0006,0.0004,0.1213949689886997,0.009852272727272729,0.0,0.8606845903408592,Z_Scratch,Z_Scratch
0,3,0,261,0.0025886363636363637,0.0,0.00075,0.007680050505050506,0.003481746031746032,0.0,0.9854995670995672,Z_Scratch,Z_Scratch
0,3,0,194,0.05539066635978398,0.00042857142857142855,0.0,0.05841552401846514,0.00125,0.00014285714285714284,0.8843723810503222,Z_Scratch,Z_Scratch
0,3,0,328,0.015009290382819798,0.0028248917748917753,0.0,0.18964496013102827,0.005567784992784992,0.0,0.7869530727184751,Z_Scratch,Z_Scratch
0,3,0,174,0.0015833333333333333,0.0,0.0,0.0036333333333333335,0.001681818181818182,0.0,0.9931015151515151,Z_Scratch,Z_Scratch
0,3,0,258,0.018375611316787787,0.0018401206636500756,0.0,0.018718503392032803,0.015080395911278261,0.0,0.945985368716251,Z_Scratch,Z_Scratch
0,3,0,333,0.07730664173631673,0.001488888888888889,0.22867178548661543,0.5506927122928673,0.00588704122674711,0.011695646630631149,0.12425728373793399,Other_Faults,Z_Scratch
0,3,0,298,0.002475,0.0,0.0008235294117647058,0.013895570116158351,0.001797979797979798,0.0,0.9810079206740971,Z_Scratch,Z_Scratch
0,3,0,336,0.1141355911288575,0.003988838938838939,0.07117045049034215,0.671579750862276,0.0031619722382880276,0.018801171881542726,0.11716222445985543,Other_Faults,Z_Scratch
0,3,0,190,0.002026862026862027,0.0,0.0,0.004735042735042735,0.0,0.0,0.9932380952380951,Z_Scratch,Z_Scratch
0,3,0,315,0.0004867167919799498,0.0,0.0005,0.08782158490804001,0.0002222222222222222,0.0,0.9109694760777576,Z_Scratch,Z_Scratch
0,3,0,310,0.0074900263479210855,0.0,0.0,0.07459275201922261,0.0034350877192982463,0.0,0.9144821339135576,Z_Scratch,Z_Scratch
0,3,0,202,0.011550736191912662,0.003617807192807193,0.0022827094474153296,0.048414624969114105,0.016811308952485424,0.0,0.9173228132462653,Z_Scratch,Z_Scratch
0,3,0,317,0.0024053113553113552,0.0,0.0,0.0936814929222824,0.0,0.0,0.9039131957224058,Z_Scratch,Z_Scratch
0,3,0,244,0.036558808056511724,0.0007905572755417955,0.00036363636363636367,0.08272945907636439,0.008779412331734314,0.0007916666666666666,0.8699864602295446,Z_Scratch,Z_Scratch
0,3,0,206,0.10401343406335675,0.0005,0.2744278362160714,0.1882261065989395,0.18911220158410563,0.0,0.243720421537527,K_Scratch,Z_Scratch
0,3,0,288,0.027627910977910973,0.00013333333333333334,0.0013235294117647058,0.045541925068395626,0.02163678266178266,0.0,0.9037365185468128,Z_Scratch,Z_Scratch
0,3,0,301,0.04948118850197527,0.0006011904761904762,0.0013235294117647058,0.13522421694008718,0.0008067226890756303,0.002766925558102029,0.8097962264228047,Z_Scratch,Z_Scratch
0,3,0,798,0.007033116883116882,0.0,0.008325396825396826,0.008717013542013543,0.0003333333333333333,0.9754093212343214,0.00018181818181818183,Stains,Stains
0,3,0,769,0.0009714285714285714,0.0,0.026227028844908098,0.03976939080870968,0.0,0.9330321517749537,0.0,Stains,Stains
0,3,0,771,0.0014714285714285714,0.0,0.0,0.0027047619047619047,0.0,0.9958238095238093,0.0,Stains,Stains
0,3,0,768,0.0009714285714285714,0.0,0.0008,0.013261288711288715,0.0,0.9849672827172828,0.0,Stains,Stains
0,3,0,796,0.09077991206457357,0.022306297700146135,0.08716371612563567,0.6678745048354373,0.006460947561210719,0.09881195899044203,0.026602662722554352,Other_Faults,Stains
0,3,0,784,0.0005,0.0,0.0,0.0004444444444444444,0.0,0.9990555555555556,0.0,Stains,Stains
0,3,0,793,0.0019523809523809526,0.00025,0.06900884147672066,0.047654425218744086,0.0004615384615384616,0.8803651215829238,0.0003076923076923077,Stains,Stains
0,4,0,1048,0.5446029347445941,0.00171653509888804,0.0014666666666666667,0.382480722688444,0.058027156589540496,0.0017938034188034187,0.009912180793063148,Bumps,Bumps
0,4,0,1237,0.36962333680259085,0.0031957932263814615,0.0015174603174603174,0.5293770297240634,0.015058903593452652,0.002409965034965035,0.07881751130108583,Other_Faults,Bumps
0,4,0,1181,0.20291552712200583,0.0060868819716948675,0.00019221967963386726,0.2120013938075805,0.5740752491641959,0.00018181818181818183,0.004546910073071063,Pastry,Bumps
0,4,0,915,0.8594128503732552,0.00033,0.0,0.11749092743603451,0.01942758582707432,0.0005,0.0028386363636363635,Bumps,Bumps
0,4,0,1116,0.42024686974756303,0.005698761231888167,0.023720741143960947,0.48558151906460895,0.011623235415741137,0.019293067132386005,0.03383580626385174,Other_Faults,Bumps
0,4,0,1184,0.8719157967075923,0.0011111111111111111,0.0005333333333333334,0.11960596568893786,0.004514638543431112,0.0,0.002319154615594244,Bumps,Bumps
0,4,0,1164,0.7318141323856145,0.0009437908496732026,0.00705703474372205,0.24708388292896444,0.002845545794075206,0.0015674603174603173,0.00868815298049044,Bumps,Bumps
0,4,0,1208,0.8739998374403458,0.0009583333333333333,0.0,0.10788220911958145,0.002694711042311662,0.00013333333333333334,0.01433157573109451,Bumps,Bumps
0,4,0,1217,0.9455560941918996,0.0015666666666666667,0.0004,0.046712933758707734,0.0007333333333333333,0.00042105263157894734,0.0046099194178141545,Bumps,Bumps
0,4,0,882,0.6340849573358543,0.0011529411764705884,0.0023272727272727277,0.35357527667849714,0.004957090654443595,0.0004761904761904762,0.0034262709512709517,Bumps,Bumps
0,4,0,1215,0.8034459061750084,0.0030783613445378153,0.0008,0.16304083920035928,0.002456815114709851,0.0014936507936507938,0.02568442737173386,Bumps,Bumps
0,4,0,1185,0.7671573834638163,0.0008888888888888888,0.0003333333333333333,0.21687168025883877,0.01104200933225701,0.0,0.003706704722865714,Bumps,Bumps
0,4,0,989,0.5430180299311376,0.009840234919878883,0.001416017316017316,0.39201107462443757,0.04300687501353136,0.0015031733746130032,0.009204594820384293,Bumps,Bumps
0,4,0,870,0.36108501818729394,0.005607079459927756,0.022898029421558837,0.5483036293140808,0.04487195289365362,0.011972109114244666,0.005262181609240433,Other_Faults,Bumps
0,4,0,1212,0.8918700811965299,0.0005,0.0002,0.10426512160389048,0.0,0.0,0.0031647971995798084,Bumps,Bumps
0,4,0,940,0.9227290917974355,0.0008277777777777778,0.0009326923076923077,0.06011160214914084,0.010387724856842504,0.0,0.005011111111111112,Bumps,Bumps
0,4,0,941,0.5698180836535326,0.001992013542013542,0.002270843776106934,0.38782629233511573,0.02444400879478278,0.002122473604826546,0.01152628429362175,Bumps,Bumps
0,4,0,935,0.3541818407304248,0.011366177475775,0.007022393250024829,0.37181720203518814,0.24085179461510084,0.0,0.014760591893486628,Other_Faults,Bumps
0,4,0,991,0.7568672219484949,0.010316241678857781,0.0019595238095238094,0.18949577939484744,0.018721980144038967,0.00011764705882352942,0.022521605965414016,Bumps,Bumps
0,4,0,900,0.7039417314285603,0.0015210084033613445,0.002344871794871795,0.15477005865614032,0.08397801615309361,0.050590550952315655,0.0028537626116573486,Bumps,Bumps
0,4,0,926,0.6159554837188808,0.006043029845971022,0.003788975730152201,0.22039200206697176,0.14531474416984594,0.001257051282051282,0.0072487131861273734,Bumps,Bumps
0,4,0,897,0.8736703855312217,0.0007543859649122806,0.0,0.10948529873455838,0.011384885900133578,0.0024465034965034963,0.0022585403726708073,Bumps,Bumps
0,4,0,1245,0.707024919176111,0.012899305018204599,0.003979677219924898,0.2160570987864082,0.039628951558006574,0.018004872861169124,0.00240517538017538,Bumps,Bumps
0,4,0,1243,0.5240434911459368,0.0008244034293879495,0.007747962855857593,0.4125221765334766,0.04197758375095833,0.008829437229437229,0.0040549450549450545,Bumps,Bumps
0,4,0,1221,0.3129416445877949,0.032477674793386854,0.01098771709886261,0.5267744132994429,0.06698606208601225,0.007046002037178507,0.042786486097321996,Other_Faults,Bumps
0,4,0,1019,0.4960642240301838,0.0037579587079587078,0.0018319347319347323,0.48180909181118164,0.008412226600369015,0.0006883116883116882,0.007436252430060479,Bumps,Bumps
0,4,0,1264,0.38516920730040427,0.0035403846153846154,0.0003333333333333333,0.47146407444746147,0.05412486400730779,0.00018181818181818183,0.08518631811429025,Other_Faults,Bumps
0,4,0,1190,0.5633225329545494,0.02863742367883234,0.010741312282488752,0.3193473635571588,0.034051377337832436,0.02372278050168075,0.020177209687457363,Bumps,Bumps
0,4,0,1095,0.2482130888637694,0.034657641206402814,0.024279301067532986,0.46246435072368414,0.1972953068245377,0.005731203763556706,0.027359107550516203,Other_Faults,Bumps
0,4,0,950,0.30014233460658507,0.0012683982683982685,0.0,0.6321672286114152,0.05222350216862599,0.001307936507936508,0.012890599837039465,Other_Faults,Bumps
0,4,0,1097,0.2986032031350146,0.01054964161225771,0.05099937653729886,0.5508977383697499,0.04989264194772339,0.006403569959452312,0.03265382843850336,Other_Faults,Bumps
0,4,0,1172,0.8675924232973771,0.0006222222222222223,0.0004,0.12713140443148188,0.002828262054423045,0.0007361111111111112,0.0006895768833849328,Bumps,Bumps
0,4,0,1240,0.568174552770706,0.011483170770615244,0.005510109446796752,0.3568059108040972,0.027039548841251614,0.015847472744945485,0.015139234621587562,Bumps,Bumps
0,4,0,1156,0.47281911851627845,0.018972542481598208,0.013048437381332122,0.448371611348075,0.030630585318571574,0.0010318181818181817,0.015125886772326399,Bumps,Bumps
0,4,0,1155,0.7615382925800512,0.003089468864468865,0.0479742551566081,0.17845770929389193,0.0014619047619047621,0.0,0.0074783693430752265,Bumps,Bumps
0,4,0,1249,0.656133511062306,0.004101537351537352,0.005135660446402133,0.28191889213043897,0.03760578015036215,0.008335370185370186,0.006769248673583039,Bumps,Bumps
0,4,0,1022,0.5079506197572188,0.0017079365079365081,0.0006190476190476191,0.4396721037782754,0.04309907513367265,0.0,0.006951217203848783,Bumps,Bumps
0,4,0,1258,0.567797640113584,0.008902745817993496,0.0009963786213786213,0.3521894364235698,0.05947632209551712,0.0011725615887380593,0.009464915339218744,Bumps,Bumps
0,4,0,1091,0.5346831176552919,0.006804483989560044,0.01890197574706593,0.33999094913723604,0.05451231129252733,0.03328763988774422,0.011819522290574926,Bumps,Bumps
0,4,0,1260,0.6917682370089487,0.013326596116301995,0.00016666666666666666,0.26263890700802456,0.02283309528448846,0.0002,0.009066497915569124,Bumps,Bumps
0,4,0,1885,0.17125677388808325,0.012474457852089433,0.0,0.6663469582466551,0.14400835329445244,0.0,0.005913456718719876,Other_Faults,Other_Faults
0,4,0,1669,0.36573447541323645,0.0011033411033411033,0.0004722222222222222,0.5811702981726847,0.019708122089095295,0.0009895104895104895,0.030822030509909736,Other_Faults,Other_Faults
0,4,0,1468,0.42759667021556214,0.014417291820367602,0.01427537557565152,0.4491262643482659,0.07946575037711127,0.012745832555443537,0.0023728151075977162,Other_Faults,Other_Faults
0,4,0,1639,0.476051438104379,0.005792851592851593,0.002657580981110393,0.48322592071671,0.014977546868336343,0.0019759570494864613,0.015318704687125737,Other_Faults,Other_Faults
0,4,0,1522,0.11471744070246025,0.03853069788753593,0.007920544651427006,0.4944232393353348,0.3106865832038921,0.003649654934437543,0.030071839284913048,Other_Faults,Other_Faults
0,4,0,1327,0.059279632929774936,0.007668269389709019,0.03746110759725308,0.8274941456885947,0.039946923352742435,0.00155,0.026599921041926024,Other_Faults,Other_Faults
0,4,0,1621,0.2775590309392976,0.00347282524239046,0.008092877965276673,0.6056215027628031,0.08393952850599842,0.0013333333333333333,0.019980901250900577,Other_Faults,Other_Faults
0,4,0,1430,0.4148354054906222,0.002373541980894922,0.004249894549894551,0.5242489767026172,0.016138454433423474,0.0023926046176046176,0.035761122224943064,Other_Faults,Other_Faults
0,4,0,1323,0.1736382746898935,0.011674476167107746,0.0021301001282560037,0.5343558355651019,0.25298421723316417,0.0008571428571428571,0.024359953359334146,Other_Faults,Other_Faults
0,4,0,1818,0.12413927137533952,0.35354664291676674,0.006471493212669683,0.28341277856130803,0.1935945799298742,0.01115891330891331,0.027676320695128737,Dirtiness,Other_Faults
0,4,0,1516,0.12975148667959074,0.2544608488793628,0.047500883028220475,0.2943705329878241,0.10954999315143216,0.0016788461538461536,0.16268740911972376,Other_Faults,Other_Faults
0,4,0,1750,0.0030545898545898545,0.0,0.0018173076923076923,0.2301068178381646,0.0,0.0,0.7650212846149377,Z_Scratch,Other_Faults
0,4,0,1597,0.04138969055729605,0.19608440060836563,0.010888382071182583,0.6208669605956522,0.1031333882824225,0.0006583333333333334,0.026978844551748028,Other_Faults,Other_Faults
0,4,0,1764,0.11673109036810546,0.020105545675514713,0.1119670629817379,0.7130931301743678,0.011068160316672904,0.009374400831366776,0.017660609652234368,Other_Faults,Other_Faults
0,4,0,1508,0.09674428639815637,0.006309431091784033,0.00730915750915751,0.842579086599675,0.031821784424725594,0.005007717282717283,0.010228536693784374,Other_Faults,Other_Faults
0,4,0,1544,0.18725310940349646,0.019209670790166142,0.03579416942706415,0.7187695133899467,0.010745907102873044,0.005082793187204952,0.023144836699248467,Other_Faults,Other_Faults
0,4,0,1403,0.45820680697490135,0.011979937065521935,0.02186371654489301,0.44352131224296887,0.051505345876435474,0.007838547208314336,0.005084334086965665,Bumps,Other_Faults
0,4,0,1330,0.014594223913341559,0.00015384615384615385,0.025488547013701807,0.9211263378004864,0.0016166072489601899,0.005822699522699522,0.031197738346964352,Other_Faults,Other_Faults
0,4,0,1836,0.037465846786512415,0.004098201471730884,0.07185136365182808,0.8787514375888991,0.0019079365079365078,0.0017419243295404285,0.004183289663552822,Other_Faults,Other_Faults
0,4,0,1539,0.29469234991463433,0.008456613441597963,0.029417374618845197,0.5802854360006364,0.020885262045054743,0.018473525494113727,0.04778943848511756,Other_Faults,Other_Faults
0,4,0,1835,0.14929153525921,0.0038475296272355093,0.1883507929652048,0.6033380185137703,0.03641438836757385,0.013222575981847078,0.005535159285159285,Other_Faults,Other_Faults
0,4,0,1572,0.16101784170294944,0.005566446419077999,0.002166017316017316,0.23778382033477807,0.5891633065334336,0.00025,0.0040525676937441645,Pastry,Other_Faults
0,4,0,1790,0.33085983054097623,0.23169814681534484,0.002219047619047619,0.3531621991776337,0.04818009386987578,0.006744641469641469,0.027136040507480128,Other_Faults,Other_Faults
0,4,0,1581,0.01730053412621389,0.005438532219414572,0.0010530088332719911,0.8440372766809331,0.11748035787487672,0.0,0.014690290265290265,Other_Faults,Other_Faults
0,4,0,1898,0.07877474408938605,0.004043016134192605,0.00035,0.8842211520079808,0.013212563253739727,0.014427398418574888,0.004971126096126095,Other_Faults,Other_Faults
0,4,0,1780,0.04877580892021934,0.0097155396890691,0.11167599064162534,0.8091979740391675,0.0017096105648737227,0.007899348278140848,0.011025727866904339,Other_Faults,Other_Faults
0,4,0,1690,0.0704982846651113,0.005421415426678583,0.06725159559223028,0.6729159060486781,0.08544650827762151,0.0009529411764705883,0.09751334881320951,Other_Faults,Other_Faults
0,4,0,1475,0.40760300449681186,0.008622937150568732,0.024653560085014514,0.5220926557746257,0.017346032524481848,0.006780954013306955,0.01290085595519032,Other_Faults,Other_Faults
0,4,0,1823,0.300676688459833,0.0,0.006721772345301757,0.5347715362085155,0.044993158140449185,0.0006666666666666666,0.11217017817923394,Other_Faults,Other_Faults
0,4,0,1922,0.0565234872111033,0.004283784636416215,0.0658695655484194,0.8034789212228077,0.0031752747252747253,0.0017353896103896101,0.0649335770455894,Other_Faults,Other_Faults
0,4,0,1713,0.2983095837731167,0.03763936519762672,0.10919582958582823,0.44054954590495576,0.09443565009084931,0.011965494266281724,0.007904531181341653,Other_Faults,Other_Faults
0,4,0,1552,0.5079575499917739,0.008953820156451735,0.054939970701812814,0.349567710681057,0.02446280498826939,0.022499384633702834,0.031618758846932216,Bumps,Other_Faults
0,4,0,1276,0.00013333333333333334,0.0,0.9749595238095237,0.024907142857142846,0.0,0.0,0.0,K_Scratch,Other_Faults
0,4,0,1419,0.28180039568274867,0.0005555555555555556,0.0033276386152547143,0.20189770422216247,0.010683002128590366,0.000775,0.5009607037956881,Z_Scratch,Other_Faults
0,4,0,1662,0.4751596384437717,0.029425863902179675,0.0019202380952380953,0.3635640500847623,0.10691137450440871,0.010695867694397105,0.012322967275242817,Bumps,Other_Faults
0,4,0,1827,0.15785649025605356,0.010285601522660346,0.19089935616670906,0.5267242875878702,0.03222166184483321,0.07325852173543992,0.008754080886433828,Other_Faults,Other_Faults
0,4,0,1469,0.4133151699506726,0.026924826880766438,0.011673387857487333,0.4126038514065165,0.09687415564872161,0.03499908444631152,0.00360952380952381,Bumps,Other_Faults
0,4,0,1744,0.06018322110466073,0.004108731619257935,0.05372258537815813,0.8154205585333139,0.004461639471639471,0.010915601795864953,0.05118766209710479,Other_Faults,Other_Faults
0,4,0,1489,0.07531412565127399,0.004089566479272362,0.004730760905760906,0.8548531362379868,0.04230815189842986,0.0016252747252747254,0.017078984102002,Other_Faults,Other_Faults
0,4,0,1918,0.12957025489989887,0.0029322039072039075,0.03970409521043859,0.7663268617946712,0.012570049362402308,0.005954248116864216,0.04294228670852038,Other_Faults,Other_Faults
0,4,0,1900,0.07058016434030372,0.009483810633810635,0.0015533189033189031,0.8850473770811232,0.02079692374189278,0.009056992680522092,0.0034814126190287177,Other_Faults,Other_Faults
0,4,0,1670,0.4458191567067264,0.026865592381474724,0.0019734114698510986,0.487478279539518,0.02243177617188452,0.001035294117647059,0.014396489612898284,Other_Faults,Other_Faults
0,4,0,1579,0.019376501665726322,0.005699058535204046,0.0013767962429727134,0.8622104790117977,0.09716383334333671,0.0,0.014173331200962778,Other_Faults,Other_Faults
0,4,0,1269,0.24550226530099334,0.04817815214503864,0.0029362892009950833,0.4175438534700817,0.2380515700976161,0.006062684211213624,0.041725185574061595,Other_Faults,Other_Faults
0,4,0,1525,0.11550863850011583,0.034259908947710124,0.011954660862013803,0.47723921816252307,0.31642166927215876,0.0020329649251004745,0.04258293933037843,Other_Faults,Other_Faults
0,4,0,1358,0.13694291924106172,0.016643273066802477,0.39212857891162844,0.3963597010316822,0.019473665507179435,0.010062726892990051,0.028389135348655472,Other_Faults,Other_Faults
0,4,0,1433,0.654972184296686,0.10236167374936729,0.0011681204760152126,0.2170926698120534,0.022007014914909653,0.0002,0.00219833675096833,Bumps,Other_Faults
0,4,0,1560,0.0870375079169197,0.0,0.051003754578754584,0.1321192159148042,0.007475125038360332,0.7212699521067168,0.0010944444444444445,Stains,Other_Faults
0,4,0,1847,0.17092508764713113,0.0277462403472748,0.025974847374847378,0.6016938809277047,0.1471538807357822,0.007307239833198913,0.01919882313406071,Other_Faults,Other_Faults
0,4,0,1723,0.042833337938291485,0.0029635225885225884,0.04330131902542052,0.8864495066796625,0.00838357651120809,0.0004188034188034188,0.015649933838091736,Other_Faults,Other_Faults
0,4,0,1926,0.2545992279695,0.0319151224992085,0.010668310830597143,0.597197006792881,0.055867096777155324,0.004536797877045556,0.0452164372536125,Other_Faults,Other_Faults
0,4,0,1933,0.09676839204826822,0.0009337606837606838,0.05191525201664518,0.788862502238044,0.0038418339830104536,0.014566059138659755,0.04311219989161164,Other_Faults,Other_Faults
0,4,0,1426,0.5594032778509088,0.003453626602156014,0.00226038961038961,0.3569517799085945,0.025389350922555242,0.002866269841269842,0.04967530526412608,Bumps,Other_Faults
0,4,0,1875,0.19831382851007306,0.07190688717027723,0.00408917626061589,0.6828580803863574,0.038050031486887036,0.004381996185788755,0.0004,Other_Faults,Other_Faults
0,4,0,1568,0.5139280133168306,0.005640540831717302,0.00026785714285714287,0.44506178035482125,0.01109602847273126,0.00025,0.02375577988104236,Bumps,Other_Faults
0,4,0,1631,0.366011651607766,0.002676984126984127,0.0,0.5426811331538747,0.07612019569353935,0.0002,0.012310035417835931,Other_Faults,Other_Faults
0,4,0,1488,0.09818994511717628,0.004051709685223617,0.0011362637362637362,0.8600881611422635,0.01749278462896043,0.000838095238095238,0.01820304045201743,Other_Faults,Other_Faults
0,4,0,1548,0.632109271823284,0.005880182356343346,0.04416081444355438,0.23590845013782838,0.02854592823756911,0.022672022049606503,0.030723330951813923,Bumps,Other_Faults
0,4,0,1894,0.27269806114053646,0.013068472987281036,0.0005666666666666666,0.6365399399339836,0.007056226075266322,0.0035064935064935067,0.06656413968977233,Other_Faults,Other_Faults
0,4,0,1474,0.6415384859455612,0.0028192680418996207,0.004565802675585285,0.3036775052814701,0.033778014302593626,0.009142528670160247,0.004478395082729448,Bumps,Other_Faults
0,4,0,1672,0.635659013059972,0.008264956122309064,0.0009166666666666666,0.32111260912589173,0.024761319030127064,0.000819047619047619,0.0084663883759859,Bumps,Other_Faults
0,4,0,1289,0.04279011735082941,0.01939083590987616,0.27434041747038657,0.358961098363281,0.24244675262817686,0.000575,0.061495778277450085,Other_Faults,Other_Faults
0,4,0,1655,0.2895133430299676,0.04924581528251739,0.002138095238095238,0.5236154394709405,0.09866467203083044,0.007173955307267327,0.029648679640381752,Other_Faults,Other_Faults
0,4,0,1909,0.06256109146271684,0.0023963849016480597,0.06510252855159976,0.7939221164456455,0.0022357992884308674,0.0034706154956154955,0.0703114638543431,Other_Faults,Other_Faults
0,4,0,1693,0.06545599189252437,0.04345812357577063,0.01803384889366179,0.4802929229235341,0.3408625434770731,0.0009555555555555556,0.050941013681880545,Other_Faults,Other_Faults
0,4,0,1482,0.03070524401340123,0.005264869925396241,0.009242713822125588,0.7686372179828068,0.17461588771221914,0.0,0.011534066544051062,Other_Faults,Other_Faults
0,4,0,1493,0.15087189516114485,0.009049435033490762,0.011120455361631833,0.7006811535030734,0.09083108373095929,0.000835294117647059,0.03661068309205337,Other_Faults,Other_Faults
0,4,0,1728,0.10354806418211994,0.006230902430902433,0.04500936746432104,0.7959208807274596,0.01764952710688005,0.014374072006424946,0.017267186081891962,Other_Faults,Other_Faults
0,4,0,851,0.028992451264802842,0.7961960042567325,0.007789415840960464,0.07720935112359266,0.0688808950173232,0.0016888888888888886,0.019242993607699488,Dirtiness,Dirtiness
0,4,0,811,0.1349623656955063,0.2585268915300461,0.00482020202020202,0.3775899359636645,0.19585889515518812,0.0026565257841573635,0.02558518385123648,Other_Faults,Dirtiness
0,4,0,843,0.016360292917100696,0.8909034614545652,0.0,0.038847646868992274,0.04462353245309903,0.002666666666666667,0.006598399639576109,Dirtiness,Dirtiness
0,4,0,845,0.02002186449302481,0.89566256788746,0.005098500965838426,0.036421633629528355,0.024577313725146533,0.0010222222222222221,0.01719589707677943,Dirtiness,Dirtiness
0,4,0,844,0.035313384751307075,0.810745073073081,0.007158096925434386,0.08317344348723475,0.031017428409224067,0.0014222222222222223,0.031170351131496646,Dirtiness,Dirtiness
0,4,0,713,0.004204761904761905,0.0,0.9940952380952381,0.0017000000000000001,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,521,0.0,0.0,0.9989333333333333,0.0010666666666666667,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,687,0.0002,0.0,0.9890619047619049,0.010738095238095241,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,511,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,372,0.0,0.0,0.9959280253733195,0.003954327567856979,0.00011764705882352942,0.0,0.0,K_Scratch,K_Scratch
0,4,0,487,0.0,0.0,0.9988928571428571,0.0,0.0,0.0,0.001107142857142857,K_Scratch,K_Scratch
0,4,0,604,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,432,0.0,0.0,0.9992000000000001,0.0008,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,478,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,524,0.043670526388853215,0.0007437154348919055,0.7408958009542544,0.18520955132758557,0.002444031458737341,0.0,0.027036374435677836,K_Scratch,K_Scratch
0,4,0,672,0.0,0.0,0.9986666666666667,0.0013333333333333333,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,399,0.009795238095238096,0.0,0.9675238095238099,0.02268095238095238,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,361,0.0,0.0,0.9935280253733194,0.005954327567856979,0.0005176470588235295,0.0,0.0,K_Scratch,K_Scratch
0,4,0,444,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,452,0.06864653403184365,0.013154325000764628,0.4025964546100614,0.3884725914642635,0.02274647577224976,0.004912388428564897,0.09947123069225237,K_Scratch,K_Scratch
0,4,0,620,0.0,0.0,0.9953952380952381,0.004604761904761904,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,390,0.4787104413035101,0.0002222222222222222,0.00395667273902568,0.4767887788721502,0.035534085066979804,0.0,0.004787799796111815,Bumps,K_Scratch
0,4,0,378,0.005578787878787878,0.0007047619047619046,0.9170009690962636,0.06525476046828983,0.005684530175706646,0.004609523809523809,0.0011666666666666665,K_Scratch,K_Scratch
0,4,0,714,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,407,0.011093217893217893,0.0,0.9721839826839829,0.011493795093795094,0.0,0.0,0.00522900432900433,K_Scratch,K_Scratch
0,4,0,479,0.0008,0.0,0.991254761904762,0.005580952380952381,0.0008571428571428571,0.0,0.001507142857142857,K_Scratch,K_Scratch
0,4,0,365,0.16055503165213972,0.0006964285714285714,0.35558313077322157,0.43527165848337834,0.04535735750108613,0.0007333333333333333,0.0018030596854126265,Other_Faults,K_Scratch
0,4,0,678,0.0002,0.0,0.9408182539682548,0.058981746031745975,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,656,0.00013333333333333334,0.0,0.9272999278499277,0.07240007215007219,0.0,0.0,0.00016666666666666666,K_Scratch,K_Scratch
0,4,0,492,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,596,0.0,0.0,0.9971285714285715,0.0028714285714285716,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,627,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,475,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,494,0.0,0.0,0.9689650793650797,0.01817063492063492,0.0,0.0,0.012864285714285714,K_Scratch,K_Scratch
0,4,0,659,0.0,0.0,0.99925,0.00075,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,691,0.0,0.0,0.9784809523809527,0.021519047619047618,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,472,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,412,0.0,0.0,0.9992000000000001,0.0008,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,584,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,641,0.0013333333333333333,0.0,0.9939000000000001,0.004366666666666666,0.0,0.0,0.0004,K_Scratch,K_Scratch
0,4,0,628,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,608,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,424,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,613,0.0,0.0,0.9974619047619048,0.002538095238095238,0.0,0.0,0.0,K_Scratch,K_Scratch
0,4,0,48,0.666129439910906,0.0,0.015361225702402172,0.2990610639831294,0.017294225829210343,0.0002222222222222222,0.001931822352129258,Bumps,Pastry
0,4,0,75,0.46613024409473236,0.0013857142857142857,0.001387945387945388,0.4032998073961556,0.08168375888174581,0.042192904154668844,0.003919625799037564,Bumps,Pastry
0,4,0,113,0.04058422983367121,0.013831432772593764,0.0007243589743589743,0.13234402880834642,0.8075133572687316,0.0,0.0050025923422982255,Pastry,Pastry
0,4,0,157,0.1706836025153264,0.0038754654194013455,0.0009666666666666666,0.07386996694919026,0.5309777788315246,0.0,0.21962651961789142,Pastry,Pastry
0,4,0,34,0.12860391955825404,0.0073981523378582196,0.04684405420860528,0.24482096451580926,0.5551276354480387,0.0,0.017205273931434922,Pastry,Pastry
0,4,0,133,0.07210313029305288,0.011424579831932773,0.010531605314190453,0.33045052724651786,0.5608947081556217,0.0005454545454545454,0.01404999461322991,Pastry,Pastry
0,4,0,0,0.08699561152342826,0.010251170724700135,0.0035465367965367965,0.3587321146977941,0.5337496521623486,0.0008571428571428571,0.005867771238049876,Pastry,Pastry
0,4,0,76,0.15414713622037035,0.011021633715441763,0.0011285714285714287,0.32400367814937353,0.5011029731052511,0.001257142857142857,0.0073388645238490445,Pastry,Pastry
0,4,0,136,0.36523887319639614,0.11563899946503602,0.0037126984126984123,0.3811662711436422,0.09253992135875987,0.009271658243717066,0.03243157817975087,Other_Faults,Pastry
0,4,0,82,0.34734135313991304,0.007066222666222666,0.01594504923368162,0.4742788881991164,0.12161954918333645,0.021120381252734192,0.012628556324995953,Other_Faults,Pastry
0,4,0,22,0.07381568699384151,0.014449277915067388,0.028509810648587732,0.5741225513115036,0.30199157966650086,0.0007957070707070708,0.006315386393791966,Other_Faults,Pastry
0,4,0,155,0.20477698784927584,0.006576247728879308,0.0010288461538461538,0.08998094867509662,0.45238217510230927,0.0004,0.24485479449059355,Pastry,Pastry
0,4,0,38,0.17073053632955643,0.04604402629534207,0.030922958321871367,0.3900939235839321,0.3103077825923646,0.005273081330434273,0.046627691546499615,Other_Faults,Pastry
0,4,0,140,0.13181753210034616,0.037175335488459714,0.014741432449559382,0.5073394707045101,0.24110544694346359,0.00155,0.06627078231366154,Other_Faults,Pastry
0,4,0,120,0.01946854129104769,0.05997362996480642,0.003353910795087266,0.10047779653528753,0.7894546833746863,0.0003333333333333333,0.02693810470575176,Pastry,Pastry
0,4,0,28,0.07905331965225962,0.034595168095615664,0.05407785518276163,0.1953819863389927,0.602453296686114,0.0,0.034438374044256405,Pastry,Pastry
0,4,0,211,0.018949421235798947,0.0,0.0007222222222222222,0.012516365901040822,0.0055578557063851175,0.0,0.9622541349345528,Z_Scratch,Z_Scratch
0,4,0,235,0.04940016602764279,0.001825,0.0,0.0494462947355362,0.06452934723515218,0.0002222222222222222,0.8345769697794455,Z_Scratch,Z_Scratch
0,4,0,304,0.00016666666666666666,0.0,0.0,0.01272107908431438,0.0,0.0,0.9871122542490189,Z_Scratch,Z_Scratch
0,4,0,268,0.01278018093018093,0.0012067669172932329,0.0007252747252747253,0.03786876675955623,0.006883918446534546,0.001289891395154553,0.9392452008260054,Z_Scratch,Z_Scratch
0,4,0,313,0.02620664580517521,0.0,0.0006857142857142857,0.10982509640342464,0.011737980320333262,0.0016904761904761904,0.8498540869948765,Z_Scratch,Z_Scratch
0,4,0,161,0.006776148876922871,0.004405555555555556,0.0,0.03132634007719146,0.033890343419909985,0.0,0.9236016120704201,Z_Scratch,Z_Scratch
0,4,0,239,0.15338984375841633,0.0008416666666666666,0.003653196803196804,0.1020832414631479,0.09615899831349757,0.002428754578754579,0.64144429841632,Z_Scratch,Z_Scratch
0,4,0,230,0.014453482302011716,0.0,0.0,0.01220019735166794,0.0,0.00013333333333333334,0.973212987012987,Z_Scratch,Z_Scratch
0,4,0,252,0.01186819584783981,0.002145238095238095,0.0037354700854700853,0.06087076401410767,0.007564391654097538,0.0,0.913815940303247,Z_Scratch,Z_Scratch
0,4,0,332,0.07734669232601057,0.0019141624715154127,0.3558620846013593,0.35240782068726234,0.002012989581797631,0.0082419914622701,0.20221425886978536,K_Scratch,Z_Scratch
0,4,0,257,0.017795652060357943,0.0023949383949383946,0.0,0.025573120094559715,0.015322389701801463,0.0,0.9389138997483425,Z_Scratch,Z_Scratch
0,4,0,316,0.0032641441891441887,0.0,0.0,0.5261956046705275,0.0,0.0,0.47054025114032855,Other_Faults,Z_Scratch
0,4,0,306,0.012743362683068565,0.0015384615384615385,0.0,0.04429870692602889,0.01516668543874426,0.0,0.926252783413697,Z_Scratch,Z_Scratch
0,4,0,302,0.011561588574823868,0.0,0.0003068181818181818,0.03300933037550685,0.0021353874883286647,0.00042857142857142855,0.952558303950951,Z_Scratch,Z_Scratch
0,4,0,200,0.026597172624417204,0.002034432234432234,0.0,0.041272339253453784,0.04671783471946011,0.0,0.8833782211682367,Z_Scratch,Z_Scratch
0,4,0,273,0.07764572988345367,0.0,0.001992857142857143,0.09812804052410999,0.018404909168918456,0.0036684065934065933,0.8001600566872539,Z_Scratch,Z_Scratch
0,4,0,183,0.002076190476190476,0.00036363636363636367,0.0010285714285714284,0.016234343434343438,0.0,0.0002,0.9800972582972584,Z_Scratch,Z_Scratch
0,4,0,267,0.019460664335664332,0.00024444444444444443,0.0016923076923076924,0.05475818763280062,0.014248838906191847,0.0021507936507936505,0.9074447633377971,Z_Scratch,Z_Scratch
0,4,0,266,0.004102897102897102,0.0,0.0,0.009087262737262737,0.0004,0.0,0.9864098401598402,Z_Scratch,Z_Scratch
0,4,0,750,0.0013523809523809523,0.0,0.01048785103785104,0.005629792429792431,0.0,0.9825299755799755,0.0,Stains,Stains
0,4,0,803,0.0007301587301587301,0.0,0.024214041514041513,0.0055631257631257635,0.0,0.969492673992674,0.0,Stains,Stains
0,4,0,781,0.0022380952380952382,0.0,0.0005714285714285714,0.001019047619047619,0.0,0.9961714285714286,0.0,Stains,Stains
0,4,0,757,0.0018023809523809522,0.0,0.02091984126984127,0.00131031746031746,0.0,0.9759674603174605,0.0,Stains,Stains
0,4,0,748,0.0006190476190476191,0.0,0.006304517704517704,0.003896459096459097,0.0,0.9891799755799755,0.0,Stains,Stains
0,4,0,744,0.009504578754578753,0.0002857142857142857,0.0018,0.021182844932844936,0.0007301587301587302,0.9652967032967033,0.0012,Stains,Stains
0,4,0,802,0.0028047619047619045,0.0,0.012714041514041515,0.005213919413919415,0.0017777777777777776,0.9774894993894995,0.0,Stains,Stains
0,5,0,1241,0.38429204868358174,0.008253095588621905,0.06485288820226902,0.49176235924378353,0.025086540254140196,0.012012232899539397,0.013740835128064227,Other_Faults,Bumps
0,5,0,1119,0.3522464655179255,0.02102410321876266,0.009759026499815972,0.45712767491814815,0.1413062654755245,0.006883279087613453,0.011653185282210052,Other_Faults,Bumps
0,5,0,1248,0.7143441603644205,0.033761750126378595,0.011960920008783786,0.1854134481978041,0.034333221436361146,0.01904654260129425,0.001139957264957265,Bumps,Bumps
0,5,0,1174,0.8699488911054548,0.000125,0.0024759358288770055,0.12365018750599249,0.0028465431300725417,0.00022291021671826624,0.0007305322128851542,Bumps,Bumps
0,5,0,956,0.6116714440242611,0.016063761676919572,0.013704480598520844,0.31288751376201923,0.04271009940352045,0.0002222222222222222,0.0027404783125371365,Bumps,Bumps
0,5,0,919,0.7730351254909378,0.0006038461538461539,0.004364088362617774,0.1496900079109058,0.06593218460694567,0.0014047619047619047,0.004969985569985571,Bumps,Bumps
0,5,0,1150,0.6690510309264186,0.014774240465416937,0.0025348149786230284,0.29928289883491155,0.004052930402930402,0.0,0.01030408439170049,Bumps,Bumps
0,5,0,1139,0.5170972008204227,0.0,0.0009163742690058478,0.4246746353815691,0.052367269961882276,0.0,0.004944519567120187,Bumps,Bumps
0,5,0,1133,0.5837606138950114,0.007850672134882662,0.029257332871806555,0.2864232265577712,0.0799346199791145,0.009394876377492475,0.003378658183921342,Bumps,Bumps
0,5,0,1141,0.7411379531205252,0.001375,0.0009588744588744588,0.24649008360882776,0.008245994794679004,0.0009299145299145299,0.0008621794871794871,Bumps,Bumps
0,5,0,923,0.9324482357687334,0.00045864661654135334,0.0009220647773279352,0.05559956204748571,0.009265962984384037,0.00015384615384615385,0.0011516816516816517,Bumps,Bumps
0,5,0,1024,0.49608051902981,0.005416333604476019,0.004839857888929096,0.2604913261201491,0.22156667919889145,0.0008645667198298777,0.010740717437914235,Bumps,Bumps
0,5,0,933,0.883384211993717,0.0,0.0022248766713163,0.09188145077316912,0.021894843806004788,0.0006146167557932264,0.0,Bumps,Bumps
0,5,0,1124,0.3546204806612601,0.014420176366461195,0.08533709508510968,0.4467570155338598,0.053674725340094154,0.02154613227031116,0.023644374742904144,Other_Faults,Bumps
0,5,0,1114,0.3150318288141617,0.006971339444868856,0.05778080138964845,0.5353848649051401,0.011865744661255494,0.012124788773318183,0.06084063201160721,Other_Faults,Bumps
0,5,0,1088,0.2003408109606253,0.046025590467324205,0.00613807972213545,0.5758785946509635,0.1409099176399797,0.002913073768336926,0.02779393279063557,Other_Faults,Bumps
0,5,0,1144,0.5884074478245316,0.00240510878010878,0.006661154196680513,0.37451279160236434,0.020733507498693245,0.0005,0.006779990097621677,Bumps,Bumps
0,5,0,1027,0.7511747531089481,0.005652269890412305,0.00016666666666666666,0.23095473159451513,0.008795649701176017,0.0009682539682539682,0.002287675070028011,Bumps,Bumps
0,5,0,1160,0.8766254230379487,0.0011190476190476191,0.0022870813397129187,0.11292568170526177,0.002344214119214119,0.0,0.004698552178815336,Bumps,Bumps
0,5,0,875,0.12237636586391153,0.028339602249129105,0.030896631008796152,0.31366168574885445,0.49280230831596417,0.0,0.011923406813344892,Pastry,Bumps
0,5,0,868,0.28770490103717816,0.0017997076023391814,0.0004,0.2773232336449132,0.4258095675279797,0.00036363636363636367,0.006598953823953823,Pastry,Bumps
0,5,0,1047,0.5355108117858419,0.0006095238095238096,0.005920786317225947,0.4191759159515049,0.013570563586740055,0.0013,0.023912398549163258,Bumps,Bumps
0,5,0,1073,0.6099578374354689,0.0004761904761904762,0.00035,0.3364933324767892,0.019389828279810107,0.0017666666666666666,0.03156614466507452,Bumps,Bumps
0,5,0,1021,0.1754211326159571,0.0006857142857142857,0.009409948702827957,0.4990381987851565,0.3102036594178371,0.0004,0.0048413461925071845,Other_Faults,Bumps
0,5,0,1186,0.8101466167389548,0.008707150039502981,0.008903074084498235,0.1619181315932091,0.008893888421520004,0.0,0.0014311391223155929,Bumps,Bumps
0,5,0,927,0.8799597619528738,0.00015384615384615385,0.007069386985563455,0.08811067644086219,0.02086629905182537,0.0,0.003840029415029415,Bumps,Bumps
0,5,0,1163,0.7394837767839318,0.0027334069439332595,0.005475101970612807,0.23861909919286095,0.006538889928441012,0.002244329526682468,0.004905395653538069,Bumps,Bumps
0,5,0,1025,0.6873416811293284,0.00787992381543465,0.0,0.2815689839176992,0.016484031254263454,0.0022297924297924295,0.00449558745348219,Bumps,Bumps
0,5,0,1175,0.7760749224287927,0.00025,0.002012505502753181,0.21709189584924887,0.0029496031746031747,0.0,0.0016210730446024563,Bumps,Bumps
0,5,0,899,0.8625917205292627,0.0002222222222222222,0.00125,0.10500798576794002,0.024158567944895175,0.0014351295763060468,0.005334373959373959,Bumps,Bumps
0,5,0,1125,0.12232020619043836,0.009703940503940503,0.016688045940987117,0.7887418999352901,0.034327069500846574,0.004433006286798857,0.023785831641698504,Other_Faults,Bumps
0,5,0,1101,0.2416644120021258,0.022849081104653855,0.009770882084891375,0.5079678948778898,0.19262493660749158,0.007138704269586621,0.017984089053361497,Other_Faults,Bumps
0,5,0,881,0.700186147466673,0.0012319327731092438,0.017688313870512007,0.2645129784276239,0.011386546139208005,0.0004444444444444444,0.004549636878429448,Bumps,Bumps
0,5,0,1099,0.1596292222053832,0.0024481273112852055,0.01495170586207738,0.792081766358856,0.007576195820003869,0.004456227106227106,0.0188567553361671,Other_Faults,Bumps
0,5,0,1183,0.7291493605514302,0.005023208980561922,0.013790983397407546,0.24383415071714315,0.0068499154010763915,0.0,0.0013523809523809526,Bumps,Bumps
0,5,0,1222,0.8093165430716516,0.0020857142857142854,0.0,0.16479525264896774,0.00479035409035409,0.0005568181818181819,0.018455317721494186,Bumps,Bumps
0,5,0,1038,0.8569841901446692,0.006236320576568257,0.002551405697845326,0.11725891106097058,0.010385748754169807,0.0012012432012432012,0.005382180564533506,Bumps,Bumps
0,5,0,911,0.3178968476891859,0.014104580583787074,0.0043418244294405285,0.23629465732888136,0.41282028949192046,0.0,0.014541800476784997,Pastry,Bumps
0,5,0,1251,0.4622582777408647,0.009650946275946275,0.08206384115809413,0.39010174302679423,0.03653437210887406,0.007025270481152833,0.012365549208273662,Bumps,Bumps
0,5,0,1238,0.6647974996086706,0.008418521184697656,0.016611147186147184,0.2843399319393806,0.012213493624127622,0.010562407899977555,0.003056998556998557,Bumps,Bumps
0,5,0,1567,0.20507441555864173,0.004120426958662253,0.004007364565259301,0.572868083197743,0.1272698735926284,0.0058151503725033145,0.08084468575456193,Other_Faults,Other_Faults
0,5,0,1648,0.08266810934163879,0.005294462400344753,0.004281470163823105,0.10668102779573368,0.014103321841557137,0.7854044961574377,0.0015671122994652406,Stains,Other_Faults
0,5,0,1300,0.04277224644120928,0.007829094905782213,0.0023212914532708584,0.7075971693685985,0.2297739805705879,0.0,0.009706217260551625,Other_Faults,Other_Faults
0,5,0,1840,0.12842202310634135,0.07788353363183087,0.06940799456522298,0.6729459365599627,0.017405198705663094,0.0010994152046783624,0.03283589822630069,Other_Faults,Other_Faults
0,5,0,1687,0.09931914666860489,0.017350597261355776,0.09877647448011234,0.7272253929936591,0.010503638260604204,0.015283485047803936,0.03154126528785971,Other_Faults,Other_Faults
0,5,0,1441,0.28328991102524553,0.004363160815792394,0.0,0.38949215919185365,0.3175419179292572,0.0,0.005312851037851038,Other_Faults,Other_Faults
0,5,0,1502,0.06417314334272538,0.009305601295848976,0.10406558724213526,0.7404171352916097,0.07481276856786145,0.0,0.0072257642598199875,Other_Faults,Other_Faults
0,5,0,1861,0.3472126086037625,0.00038571428571428567,0.013174872868415741,0.5776361543668636,0.059267683952278064,0.0,0.0023229659229659226,Other_Faults,Other_Faults
0,5,0,1306,0.03301927235131568,0.004536090576090577,0.0003555555555555555,0.7207945600838046,0.2329083868677652,0.0,0.00838613456546893,Other_Faults,Other_Faults
0,5,0,1622,0.13940656246917854,0.02564592779941077,9.090909090909092e-05,0.8154294779695708,0.013171432162608633,0.001887973137973138,0.0043677173703489496,Other_Faults,Other_Faults
0,5,0,1404,0.3658622517317562,0.0166187663643546,0.08715093401423668,0.4476748938879881,0.05015944277264438,0.02621817729614875,0.006315533932871394,Other_Faults,Other_Faults
0,5,0,1826,0.15911499342254493,0.08660380036200471,0.053720336991645364,0.5470384030086517,0.046127846376264714,0.09116368153914263,0.01623093829974635,Other_Faults,Other_Faults
0,5,0,1911,0.16245379653303146,0.0026625244037008743,0.21361908979146954,0.447015152224796,0.0034981957498985356,0.005806344472520944,0.16494489682458263,Other_Faults,Other_Faults
0,5,0,1527,0.0765019928300114,0.004486520668873609,0.03737959667611369,0.5424383578032625,0.335850050013551,0.0015019607843137254,0.0018415212238741647,Other_Faults,Other_Faults
0,5,0,1829,0.04110530794156113,0.01854303196803196,0.05464464117454762,0.8544866857488546,0.018531856533559314,0.0010871794871794873,0.011601297146266183,Other_Faults,Other_Faults
0,5,0,1378,0.38203326993477343,0.06144909011696937,0.0014166666666666668,0.4863796564091597,0.03942698166986093,0.013617160751633764,0.015677174450936058,Other_Faults,Other_Faults
0,5,0,1808,0.4014881275126959,0.0006666666666666666,0.0008237986270022883,0.25140264091153314,0.055622334481524795,0.00014285714285714284,0.28985357465772,Bumps,Other_Faults
0,5,0,1436,0.32908402672642795,0.0,0.0,0.5625292030183071,0.10448192910398456,0.00015384615384615385,0.0037509949974346255,Other_Faults,Other_Faults
0,5,0,1709,0.06107152677903452,0.016059400729988967,0.1357320524882754,0.7338914964876886,0.03300804938783266,0.003111796536796537,0.017125677590383467,Other_Faults,Other_Faults
0,5,0,1917,0.07761870235476376,0.0010228937728937728,0.055929175722872704,0.7693519480717449,0.0030502911690992182,0.007231732972909444,0.08579525593571564,Other_Faults,Other_Faults
0,5,0,1341,0.7241340442756721,0.009655265812618757,0.0014353896103896104,0.2083587738405387,0.02717435157123876,0.027609001045842466,0.0016331738437001593,Bumps,Other_Faults
0,5,0,1580,0.05160485425008578,0.0004615384615384616,0.0027455128205128203,0.8915388253962724,0.05072869160983643,0.0003333333333333333,0.0025872441284205986,Other_Faults,Other_Faults
0,5,0,1422,0.48228302479904406,0.0022336866642129792,0.0012295739348370926,0.4790695392304559,0.006766878735299789,0.003956234288587229,0.02446106234756254,Bumps,Other_Faults
0,5,0,1905,0.07661198735904623,0.005088709329885801,0.00075,0.14035183133859597,0.009555228105228105,0.767142243867244,0.0005,Stains,Other_Faults
0,5,0,1303,0.04566692819265503,0.0015873015873015873,0.008215368403526298,0.8130267049977143,0.12885659792526472,0.0002,0.002447098893538522,Other_Faults,Other_Faults
0,5,0,1578,0.07610044102186381,0.0007142857142857142,0.0,0.5889884913362169,0.3315756866830096,0.0,0.0026210952446246564,Other_Faults,Other_Faults
0,5,0,1664,0.4276735645389893,0.0007484848484848486,0.011213513181005441,0.4779606773027602,0.07693469904708297,0.0,0.0054690610816771805,Other_Faults,Other_Faults
0,5,0,1310,0.08951946585680266,0.0054992912316441725,0.002160402342755284,0.4612241667029122,0.33209393151020256,0.002922366522366523,0.10658037583331702,Other_Faults,Other_Faults
0,5,0,1688,0.11645666213731237,0.014699347798744083,0.0052367772234645305,0.4243090580356363,0.41059622570195425,0.0006076923076923078,0.028094236795196546,Other_Faults,Other_Faults
0,5,0,1491,0.05974442190935997,0.0020844017094017097,0.013703368526897939,0.7784299672721505,0.13183886441216178,0.0,0.014198976170028804,Other_Faults,Other_Faults
0,5,0,1280,0.22203516331444792,0.0014994152046783626,0.0186123569043989,0.6153646807466824,0.1385446821066791,0.0002857142857142857,0.0036579874373992025,Other_Faults,Other_Faults
0,5,0,1504,0.07382406835510552,0.02459685628269219,0.11223913984192622,0.661379006719115,0.06971431755207298,0.0035452856740782438,0.054701325575009785,Other_Faults,Other_Faults
0,5,0,1718,0.07395430435278662,0.0034475690975690975,0.02036155898624939,0.8790383324479772,0.008382403905004521,0.004071570706555227,0.010744260503858027,Other_Faults,Other_Faults
0,5,0,1322,0.06529659681563706,0.015146263119405532,0.014431580579722993,0.8215740267987945,0.05053392897092586,0.0024151604501449703,0.03060244326536896,Other_Faults,Other_Faults
0,5,0,1324,0.010247007318446945,0.0001111111111111111,0.011402108563950665,0.9727832961500148,0.0015463425463425463,0.0006666666666666666,0.0032434676434676436,Other_Faults,Other_Faults
0,5,0,1305,0.018863564170607514,0.007211540238227545,0.0015836809389440964,0.7970041789363329,0.16728125217194684,0.0,0.008055783543941437,Other_Faults,Other_Faults
0,5,0,1706,0.04116048868362905,0.005127951984376134,0.014054266072764525,0.8110710370375254,0.11393653194357531,0.00023529411764705883,0.014414430160482787,Other_Faults,Other_Faults
0,5,0,1921,0.03701829494894508,0.001342157842157842,0.03031736173183541,0.8600568721096588,0.0016428571428571427,0.01324455723155413,0.05637789899299186,Other_Faults,Other_Faults
0,5,0,1746,0.1320650978261755,0.00025,0.001548293811451706,0.805921775147623,0.01715375524551726,0.0013982905982905982,0.04166278737094257,Other_Faults,Other_Faults
0,5,0,1571,0.435667806509858,0.0018871212121212122,0.011525439868009527,0.526915635718708,0.015780155216300728,0.001289576883384933,0.0069342645916175335,Other_Faults,Other_Faults
0,5,0,1480,0.055979880413703956,0.005939262371615313,0.11587714970787726,0.7947206367179431,0.022628369324174273,0.0009583333333333333,0.0038963681313526513,Other_Faults,Other_Faults
0,5,0,1467,0.16903231165680035,0.0025539568618515984,0.07161626295848601,0.6839726838905694,0.04586405770871713,0.016817462594165382,0.010143264329409842,Other_Faults,Other_Faults
0,5,0,1924,0.03885293776272035,0.010069630043159455,0.14758188653959825,0.7254994407243944,0.005058439273145155,0.002366130068761647,0.07057153558822084,Other_Faults,Other_Faults
0,5,0,1686,0.0827813816386572,0.037588408005822846,0.17289675690494583,0.5945293713854088,0.014989200823256547,0.06318722134590553,0.034027659896003544,Other_Faults,Other_Faults
0,5,0,1615,0.29273989028993475,0.00978138525045646,0.0025,0.6461224365859392,0.01064668264312227,0.001019047619047619,0.03719055761150053,Other_Faults,Other_Faults
0,5,0,1536,0.6662264512203674,0.006717025861994902,0.001549037861452049,0.3069352280819943,0.005721883087672562,0.00018181818181818183,0.012668555704701216,Bumps,Other_Faults
0,5,0,1455,0.4204901964893218,0.02481421792861421,0.03943614630983052,0.397104202783726,0.09651773354896259,0.0178052903894538,0.003832212550091807,Bumps,Other_Faults
0,5,0,1940,0.6687327558900319,0.0037575783263863755,0.0024577884104199895,0.26168819916880354,0.007930744255744256,0.004813520543783702,0.05061941340483001,Bumps,Other_Faults
0,5,0,1538,0.1020881654774534,0.0009948179271708683,0.00016666666666666666,0.8438257143561633,0.016804750598558644,0.033978054908627646,0.002141830065359477,Other_Faults,Other_Faults
0,5,0,1368,0.5357419446308767,0.01658552359577127,0.0006555555555555556,0.40884862027892976,0.004220185078079816,0.005180577755577755,0.028767593105209186,Bumps,Other_Faults
0,5,0,1864,0.036351217642007105,0.004046853519717297,0.0012295739348370928,0.9493959744727238,0.005560921912624699,0.0010825396825396827,0.0023329188355504142,Other_Faults,Other_Faults
0,5,0,1407,0.3962816372714344,0.0010981203007518795,0.0021112516138831927,0.5861120927000046,0.01159404818607605,0.0008888888888888888,0.0019139610389610389,Other_Faults,Other_Faults
0,5,0,1530,0.5620026814651228,0.0010714285714285715,0.0005454545454545454,0.20492416247286033,0.22825680417083702,0.0003923444976076555,0.0028071242766894936,Bumps,Other_Faults
0,5,0,1376,0.07108349230985192,0.0,0.031199400639368984,0.8684072040916071,0.007228752817529907,0.0,0.022081150141642802,Other_Faults,Other_Faults
0,5,0,1802,0.1956844010522267,0.001920414673046252,0.0005,0.6054676346180496,0.17894603819428428,0.0018019607843137255,0.015679550678080086,Other_Faults,Other_Faults
0,5,0,1882,0.37524736244230184,0.006228811419059098,0.00015384615384615385,0.5894473787894545,0.014444654259158226,0.0027566524978289686,0.011721294438350568,Other_Faults,Other_Faults
0,5,0,1783,0.05041356466031386,0.02445856039385451,0.07207418473683183,0.826430812484729,0.013543435769596757,0.0023104700854700852,0.010768971869204063,Other_Faults,Other_Faults
0,5,0,1565,0.13088225443287374,0.000546218487394958,0.17647166685784285,0.6382851544202194,0.00342875816993464,0.004420401493930906,0.04596554613780348,Other_Faults,Other_Faults
0,5,0,1490,0.059577890710940246,0.004672980614157085,0.06085932415881332,0.8340245584188772,0.037036124608106034,0.0007916666666666666,0.003037454822439342,Other_Faults,Other_Faults
0,5,0,1363,0.0631692691722709,0.001325,0.07385342129191912,0.8571609166665539,0.0023302139037433152,0.0,0.0021611789655133313,Other_Faults,Other_Faults
0,5,0,1383,0.09275007334476655,0.0016666666666666668,0.02997566624682655,0.8484526029140046,0.004143954665979837,0.0006608695652173912,0.022350166596538917,Other_Faults,Other_Faults
0,5,0,1817,0.2835818586680967,0.04071952063588284,0.011321540791509833,0.3920812302720243,0.20818943225124137,0.006485725712196301,0.057620691669049456,Other_Faults,Other_Faults
0,5,0,1344,0.10978277012633061,0.13999245179918426,0.007711526339157918,0.3554166286298914,0.34520999056357116,0.001583882783882784,0.04030274975798195,Other_Faults,Other_Faults
0,5,0,1281,0.21965397682214902,0.003555845496093174,0.011445270046431038,0.43267706534951117,0.328506400459668,0.0003333333333333333,0.0038281084928143746,Other_Faults,Other_Faults
0,5,0,1883,0.30365389379036034,0.17333652585042267,0.0006293297345928926,0.43486817193433097,0.08299817184550397,0.0023304334554334555,0.0021834733893557425,Other_Faults,Other_Faults
0,5,0,1681,0.09580077655686625,0.029611946060475472,0.019405743345062225,0.7901294761417821,0.03581088173795066,0.001963369963369963,0.027277806194493503,Other_Faults,Other_Faults
0,5,0,1848,0.04875188306705336,0.02020170195301774,0.013708889705066174,0.885444046916276,0.022282033841631365,0.00045052631578947365,0.00916091820116588,Other_Faults,Other_Faults
0,5,0,824,0.09490867734104047,0.6617501037549968,0.0009654528478057889,0.18926677859576319,0.04890737016643933,0.0005824175824175824,0.0036191997115371725,Dirtiness,Dirtiness
0,5,0,817,0.10488167042683468,0.1241636839510679,0.011122186636892519,0.2588456149783923,0.4941661065343428,0.004385607982077898,0.0024351294903926487,Pastry,Dirtiness
0,5,0,831,0.24929056510852796,0.39315973435233514,0.0006000000000000001,0.2638722540983346,0.0861395480646692,0.0033079849888673417,0.0036299133872663286,Dirtiness,Dirtiness
0,5,0,837,0.19453033856266533,0.23673489522958158,0.008718755221386803,0.38955459733876746,0.16678320851939377,0.0,0.003678205128205128,Other_Faults,Dirtiness
0,5,0,855,0.026070537469066873,0.7639685591188998,0.0026129644864938983,0.08876795427482734,0.10882701660568539,0.002656068376068376,0.007096899668958493,Dirtiness,Dirtiness
0,5,0,838,0.36131267885108875,0.0013771929824561405,0.01826321914800176,0.4835482455603703,0.12619384798370198,0.0012651515151515151,0.008039663959229176,Other_Faults,Dirtiness
0,5,0,612,0.0,0.0,0.9184342657342661,0.08156573426573428,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,440,0.0,0.0,0.9992727272727272,0.0007272727272727273,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,474,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,611,0.0,0.0,0.9938079365079364,0.006192063492063492,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,615,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,727,0.05767408171177518,0.0,0.6158286024840237,0.32122906183594696,0.0017142857142857142,0.0,0.0035539682539682538,K_Scratch,K_Scratch
0,5,0,397,0.059221183365997576,0.0,0.704187664070872,0.22715067637265454,0.0017142857142857142,0.0,0.007726190476190476,K_Scratch,K_Scratch
0,5,0,486,0.0,0.0,0.9822601731601732,0.016004761904761904,0.0,0.0,0.0017350649350649351,K_Scratch,K_Scratch
0,5,0,425,0.033627284476116744,0.001681453634085213,0.3849654733413636,0.4221887237123116,0.009043962054905654,0.0019218732673975643,0.14657122951381946,Other_Faults,K_Scratch
0,5,0,543,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,651,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,725,0.019086652236652235,0.0,0.9121683982683984,0.04364403929403928,0.0035588245088245085,0.0,0.021542085692085693,K_Scratch,K_Scratch
0,5,0,690,0.0,0.0,0.9948849673202613,0.005115032679738563,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,735,0.03578957509040964,0.0,0.8394653115086852,0.12325012012448744,0.0006687306501547987,0.0,0.0008262626262626262,K_Scratch,K_Scratch
0,5,0,688,0.06063926238879799,0.008315596005301885,0.3829771627353369,0.45176731247469565,0.005691305753070459,0.01008438382223212,0.08052497682056503,Other_Faults,K_Scratch
0,5,0,664,0.0,0.0,0.9977555555555556,0.0022444444444444443,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,398,0.0023,0.0,0.9793952380952383,0.015838095238095238,0.0,0.0,0.002466666666666667,K_Scratch,K_Scratch
0,5,0,706,0.0,0.0,0.8731188057041003,0.1268811942959002,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,618,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,435,0.0,0.0,0.9881601731601732,0.006238095238095238,0.0,0.0,0.005601731601731602,K_Scratch,K_Scratch
0,5,0,437,0.0024238095238095243,0.0,0.9853142857142858,0.007023809523809523,0.0,0.0,0.005238095238095238,K_Scratch,K_Scratch
0,5,0,393,0.011468253968253968,0.0,0.920773015873016,0.0293936507936508,0.0,0.0,0.03836507936507934,K_Scratch,K_Scratch
0,5,0,457,0.0,0.0,0.9992727272727272,0.0007272727272727273,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,428,0.0004,0.0,0.9855047619047621,0.008523809523809524,0.0,0.0,0.005571428571428572,K_Scratch,K_Scratch
0,5,0,720,0.03044484897627312,0.0,0.7776695940488074,0.1820200117014798,0.002093567251461988,0.0,0.0077719780219780215,K_Scratch,K_Scratch
0,5,0,359,0.006198728722258133,0.0,0.8883693410708288,0.08680023958370642,0.017446816673627144,0.00023529411764705883,0.0009495798319327731,K_Scratch,K_Scratch
0,5,0,732,0.07591323190912978,0.0008858174848886922,0.6081413756276329,0.2828576113331188,0.02372246079513881,0.00016666666666666666,0.00831283618342442,K_Scratch,K_Scratch
0,5,0,661,0.0,0.0,0.9577314574314577,0.04226854256854255,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,593,0.02419512611571435,0.0003333333333333333,0.8952703099046453,0.06723950138829331,0.0031417521934549797,0.0013575428957007904,0.008462434168858318,K_Scratch,K_Scratch
0,5,0,654,0.014181826996532873,0.0,0.14960033626504246,0.09641054713260595,0.0,0.73980728960582,0.0,Stains,K_Scratch
0,5,0,630,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,360,0.0032166666666666663,0.0,0.9208605240708351,0.06905331428678106,0.0067028283090505465,0.00016666666666666666,0.0,K_Scratch,K_Scratch
0,5,0,734,0.034841747187318584,0.0,0.8034777023342339,0.16006055720202986,0.0007937306501547987,0.0,0.0008262626262626262,K_Scratch,K_Scratch
0,5,0,576,0.0,0.0,0.9976119047619049,0.002388095238095238,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,388,0.18938602757004316,0.0008984126984126984,0.1618661157746399,0.5259907856109435,0.11366923134148872,0.0030341787439613524,0.005155248260511419,Other_Faults,K_Scratch
0,5,0,377,0.0004,0.0,0.9763848441951554,0.021952803686270502,0.0012623521185743559,0.0,0.0,K_Scratch,K_Scratch
0,5,0,723,0.06834857029508726,0.0,0.5472005399515157,0.35562026511487715,0.008113502871397607,0.0,0.020717121767121763,K_Scratch,K_Scratch
0,5,0,550,0.009532811306340717,0.0,0.9067716071058212,0.0818701847624415,0.0017142857142857142,0.0,0.0001111111111111111,K_Scratch,K_Scratch
0,5,0,709,0.0,0.0,0.8970556022408966,0.10294439775910365,0.0,0.0,0.0,K_Scratch,K_Scratch
0,5,0,145,0.08962851894781161,0.03902345122198063,0.06020331437904459,0.25564066975186933,0.5306613379082892,0.0003,0.024542707791005005,Pastry,Pastry
0,5,0,115,0.01086425885775731,0.006959704184704185,0.008631853483260132,0.2029445724966221,0.7677689273681806,0.0,0.0028306836094761792,Pastry,Pastry
0,5,0,1,0.14843393537764998,0.007500101970612806,0.005137784025400125,0.4100248391384916,0.4151835077715744,0.0,0.013719831716271346,Pastry,Pastry
0,5,0,111,0.13255527548646753,0.03111027407405115,0.007512350514982094,0.3032774352720612,0.5080204686815708,0.004399686828479398,0.013124509142388396,Pastry,Pastry
0,5,0,51,0.12389149518397136,0.00709406850459482,0.002735526315789474,0.4740825417071078,0.3881403798325485,0.0,0.004055988455988456,Other_Faults,Pastry
0,5,0,43,0.05002430314783256,0.022737516078692552,0.007297637286660035,0.14330556398478062,0.774711819328874,0.0,0.001923160173160173,Pastry,Pastry
0,5,0,65,0.14436612959250272,0.003831211272387743,0.00023529411764705883,0.25250913858366486,0.5930365584818672,0.0010249999999999999,0.00499666795193111,Pastry,Pastry
0,5,0,97,0.10594965878784025,0.1772632198760992,0.010942360374403718,0.3634246390973859,0.32437649672391305,0.004879308901041974,0.01316431623931624,Other_Faults,Pastry
0,5,0,135,0.14892755818313114,0.006128945469734944,0.007371205256731573,0.5473253349162017,0.24801670956322677,0.0,0.04223024661097417,Other_Faults,Pastry
0,5,0,3,0.16724498380704275,0.035549437200226665,0.0006944444444444445,0.7016095747114944,0.06369913589678294,0.005321012845084052,0.025881411094925016,Other_Faults,Pastry
0,5,0,116,0.017799151338857223,0.00730378317334839,0.012459279978333685,0.35871450223099166,0.6029837727889586,0.0,0.0007395104895104896,Pastry,Pastry
0,5,0,107,0.12375208504945355,0.03802096014580534,0.0075182833506362914,0.2919192475567091,0.5295190508493913,0.00015384615384615385,0.009116526894158474,Pastry,Pastry
0,5,0,103,0.15052453594565057,0.026148701214506156,0.008669961763382817,0.37922832285877206,0.4028956543026977,0.0013753690753690755,0.031157454839622015,Pastry,Pastry
0,5,0,92,0.09634908870798972,0.011076821827982817,0.008088610804400279,0.2592902403238316,0.6032995005510484,0.000941025641025641,0.02095471214372143,Pastry,Pastry
0,5,0,123,0.07625149611310607,0.005561138975441035,0.012973771283755802,0.24174985296668908,0.6554065867038547,0.0,0.008057153957153956,Pastry,Pastry
0,5,0,124,0.0268691816302033,0.013390677655677658,0.0027374215220325065,0.7223487562401706,0.22691564530980618,0.0,0.007738317642110213,Other_Faults,Pastry
0,5,0,327,0.011434850606909429,0.0,0.0,0.17320566632370038,0.015533783691368833,0.0,0.7998256993780213,Z_Scratch,Z_Scratch
0,5,0,182,0.008915506715506717,0.0,0.0005555555555555556,0.0072264310852546134,0.0007521367521367521,0.0,0.9825503698915463,Z_Scratch,Z_Scratch
0,5,0,220,0.0031550671550671554,0.0,0.0,0.004651526251526252,0.0,0.0,0.9921934065934066,Z_Scratch,Z_Scratch
0,5,0,224,0.08961538804332927,0.0,0.0007368421052631578,0.024795784873880844,0.20034318903662557,0.00014285714285714284,0.6843659387980441,Z_Scratch,Z_Scratch
0,5,0,330,0.0637089381331789,0.004226914751914753,0.33675657741288034,0.44913912308365866,0.005308882783882784,0.0026342619368935156,0.13822530189759108,Other_Faults,Z_Scratch
0,5,0,281,0.006087179487179487,0.0,0.0,0.01573693528693529,0.001966025641025641,0.0,0.9762098595848596,Z_Scratch,Z_Scratch
0,5,0,236,0.12555334088320363,0.017489982532087795,0.0004509803921568627,0.22744136311420957,0.04501278944653556,0.00024285714285714286,0.5838086864889495,Z_Scratch,Z_Scratch
0,5,0,271,0.31188618066667334,0.004614710083518133,0.00011764705882352942,0.5566412089105164,0.012278751013348537,0.001467142008318479,0.1129943602588017,Other_Faults,Z_Scratch
0,5,0,259,0.04119269586622526,0.0,0.0,0.015831381526969765,0.011089268411327234,0.0,0.9318866541954783,Z_Scratch,Z_Scratch
0,5,0,260,0.2008028875373741,0.0,0.0010793650793650793,0.19647368911954338,0.0002222222222222222,0.00045384615384615385,0.6009679898876491,Z_Scratch,Z_Scratch
0,5,0,340,0.11351846607125253,0.10538566660549636,0.012520483429539157,0.33639732141783263,0.14600922586701237,0.0017808524808524805,0.2843879841280151,Other_Faults,Z_Scratch
0,5,0,291,0.0020603174603174602,0.0,0.0,0.0029214285714285713,0.0,0.0,0.9950182539682539,Z_Scratch,Z_Scratch
0,5,0,319,0.00668919413919414,0.0,0.0,0.05271747393301573,0.0015393162393162391,0.0,0.9390540156884736,Z_Scratch,Z_Scratch
0,5,0,339,0.16061344447441717,0.02749339415658299,0.015483174015526955,0.43839665348008083,0.14922179482502812,0.003245746530731051,0.2055457925176334,Other_Faults,Z_Scratch
0,5,0,314,0.0,0.0,0.0,0.030627338165790174,0.0,0.0,0.9693726618342097,Z_Scratch,Z_Scratch
0,5,0,292,0.03266570651570651,0.0,0.0,0.03540650460650459,0.002288888888888889,0.0,0.9296388999889,Z_Scratch,Z_Scratch
0,5,0,263,0.11539367063665779,0.0,0.0008237986270022883,0.02371319308225015,0.4884922040566936,0.00014285714285714284,0.37143427645454,Pastry,Z_Scratch
0,5,0,256,0.004454545454545455,0.0,0.0,0.0008636363636363636,0.0,0.0,0.9946818181818182,Z_Scratch,Z_Scratch
0,5,0,186,0.005502380952380953,0.0,0.0,0.012378571428571428,0.0019714285714285715,0.0,0.980147619047619,Z_Scratch,Z_Scratch
0,5,0,800,0.0,0.0,0.0041095238095238094,0.0,0.0,0.9958904761904762,0.0,Stains,Stains
0,5,0,805,0.050473761827554385,0.006750902692079163,0.015803846153846154,0.06714407899175703,0.0020453174276703692,0.8525717754467758,0.00521031746031746,Stains,Stains
0,5,0,779,0.009984211866564808,0.0,0.020912228294581236,0.0215649283722813,0.0,0.9475386314665728,0.0,Stains,Stains
0,5,0,745,0.01194524690995279,0.0,0.038455198069903926,0.05065271052476933,0.0,0.898946844495374,0.0,Stains,Stains
0,5,0,743,0.0033370257193786608,0.0,0.02956699019934314,0.027272576279929215,0.0004,0.939423407801349,0.0,Stains,Stains
0,5,0,785,0.003798136830489772,0.0,0.007312228294581236,0.014037655645008586,0.0,0.9748519792299205,0.0,Stains,Stains
0,5,0,807,0.00145,0.0,0.05226411366411363,0.03501887556887557,0.000875,0.9097134393384397,0.0006785714285714284,Stains,Stains
0,6,0,901,0.8370699139010286,0.0010824561403508773,0.0014615384615384616,0.1352540790736612,0.021366322849836777,0.001799122807017544,0.001966566766566766,Bumps,Bumps
0,6,0,1029,0.7345809251394574,0.01058970883650383,0.0008539811066126856,0.23367973952394802,0.010127234281026848,0.0,0.010168411112451363,Bumps,Bumps
0,6,0,1077,0.48410299814161134,0.02853312847283435,0.018064710487311106,0.3040780686453584,0.09865356016017016,0.0605476856405137,0.006019848452201393,Bumps,Bumps
0,6,0,952,0.2437719272660605,0.021355604758158925,0.016515644237083862,0.6280023815314378,0.07880903973391591,0.0,0.01154540247334365,Other_Faults,Bumps
0,6,0,905,0.8087340282352669,0.0019227716727716726,0.002737370756178805,0.11643214268703439,0.06729271206777397,0.0005357142857142857,0.002345260295260295,Bumps,Bumps
0,6,0,1066,0.17311470612462884,0.020294094416075843,0.012648949614197293,0.7054676091229031,0.08183587507607638,0.0010222222222222221,0.005616543423896364,Other_Faults,Bumps
0,6,0,975,0.6124031256388878,0.023342964422917972,0.006189950366111359,0.2531993211818021,0.04623285467505078,0.05005107553452213,0.00858070818070818,Bumps,Bumps
0,6,0,1266,0.29290842287165497,0.0005555555555555556,0.0,0.6449368403211286,0.028783017318079234,0.0,0.03281616393358215,Other_Faults,Bumps
0,6,0,1016,0.30761425757727445,0.001103968253968254,0.0035440548014077423,0.6537460868258589,0.028358025711444756,0.0,0.005633606830046459,Other_Faults,Bumps
0,6,0,1123,0.4104236284351,0.009207857101618712,0.005646421999053579,0.41366948692129896,0.144578953886708,0.008970990110680515,0.007502661545540803,Other_Faults,Bumps
0,6,0,889,0.477905048127117,0.01001469241113204,0.008079135395496952,0.44990763705790643,0.004157020757020757,0.0,0.049936466251326916,Bumps,Bumps
0,6,0,1061,0.4676591999417851,0.0,0.03852436834751076,0.4733211480899561,0.010430568485522046,0.0,0.010064715135225971,Other_Faults,Bumps
0,6,0,1168,0.7225551440733331,0.0020442307692307695,0.0064603479853479855,0.23806599082331348,0.013313293079469551,0.0015027777777777778,0.016058215491527514,Bumps,Bumps
0,6,0,1224,0.9087006690849567,0.0032789987789987787,0.00045,0.08366423843614243,0.0003938375350140056,0.00018181818181818183,0.0033304379830695623,Bumps,Bumps
0,6,0,1147,0.6666512157003645,0.0,0.00916671939171939,0.3110416409527864,0.008074690015866488,0.0006666666666666666,0.004399067272596684,Bumps,Bumps
0,6,0,994,0.3151003756047874,0.20247178957093814,0.005203829091445191,0.4005013060383029,0.0667175672882329,0.00021637426900584795,0.00978875813728755,Other_Faults,Bumps
0,6,0,1018,0.5056306008087575,0.0001111111111111111,0.0026392623716153126,0.4719724792810876,0.014762354802060682,0.0008205128205128205,0.0040636788048552756,Bumps,Bumps
0,6,0,873,0.1469864372482337,0.004449493251846194,0.014049673326777918,0.32743186257752954,0.5020260959156455,0.002920512820512821,0.002135924859454271,Pastry,Bumps
0,6,0,1109,0.16976945054429593,0.030009402216290757,0.002290442684250734,0.5182134814597616,0.11943647420997075,0.0019083850931677017,0.15837236379226283,Other_Faults,Bumps
0,6,0,904,0.9130528631499224,0.0,0.0005,0.06792966184142654,0.016671962188138656,0.0016916666666666666,0.00015384615384615385,Bumps,Bumps
0,6,0,1235,0.8716642172779138,0.003705952380952381,0.0014175324675324674,0.1117951157093606,0.004247018504371446,0.00018181818181818183,0.006988345478051361,Bumps,Bumps
0,6,0,1040,0.3312661894463581,0.008347036614542338,9.523809523809523e-05,0.3008687045708094,0.3306358610537297,0.0175,0.01128697021932316,Bumps,Bumps
0,6,0,1228,0.9227594767891206,0.0009915376676986585,0.0006964285714285714,0.06248297181834331,0.0003333333333333333,0.0,0.01273625182007535,Bumps,Bumps
0,6,0,1158,0.9061901565239022,0.0007142857142857142,0.00761998556998557,0.07988134799497032,0.0009587301587301587,0.0,0.004635494038125617,Bumps,Bumps
0,6,0,1203,0.19778147567087195,0.010087912087912087,0.008974591421650243,0.7598911462806203,0.008608893557422972,0.0011543417366946778,0.013501639244828098,Other_Faults,Bumps
0,6,0,997,0.32722736861283397,0.004628017158280318,0.0,0.3660985032364204,0.2974718847285335,0.0,0.004574226263932146,Other_Faults,Bumps
0,6,0,1041,0.13923353610613676,0.0026520146520146518,0.0021204545454545456,0.2998025735272641,0.12274936241089493,0.4273327006327005,0.006109358125534596,Stains,Bumps
0,6,0,1084,0.6009055512972397,0.011338729270385614,0.01051904747000655,0.3333727148784123,0.038626901166018114,0.00523705591793827,0.0,Bumps,Bumps
0,6,0,1012,0.322537232088517,0.02549992913862882,0.003249278499278499,0.5085379234387903,0.08474294739660067,0.002672362724994304,0.05276032671319047,Other_Faults,Bumps
0,6,0,903,0.8811395574841402,0.0006190476190476191,0.0009555322128851541,0.08449964107100333,0.02887454717624996,0.0003833333333333333,0.0035283411033411034,Bumps,Bumps
0,6,0,944,0.9020135428554935,0.0008095238095238096,0.0017108585858585856,0.08960004972667515,0.004625467746907376,0.0,0.0012405572755417957,Bumps,Bumps
0,6,0,1046,0.8665437790193978,0.0,0.005576918343094815,0.12342333287627404,0.0027083285135916712,0.0,0.0017476412476412477,Bumps,Bumps
0,6,0,1002,0.3402678028795811,0.0005611111111111111,0.004929662004662005,0.6095596103246897,0.01780217131509701,0.0,0.026879642364859062,Other_Faults,Bumps
0,6,0,949,0.30900719652985764,0.0,0.023267478007029094,0.5954403081842103,0.06798965822619073,0.0003333333333333333,0.003962025719378661,Other_Faults,Bumps
0,6,0,1250,0.6545113689346062,0.07409659360247595,0.012130312987665927,0.19010924452486253,0.05534536211122896,0.01331349038818079,0.0004936274509803921,Bumps,Bumps
0,6,0,883,0.09153938068295658,0.002678806977336389,0.0,0.43188433833624235,0.0004,0.00065,0.4728474740034646,Z_Scratch,Bumps
0,6,0,1135,0.39025217363307785,0.009968770608476493,0.01166604007104007,0.4155475141640566,0.15761118280285408,0.007843783993783996,0.007110534726711197,Other_Faults,Bumps
0,6,0,978,0.6904360728196969,0.017201071533572546,0.004071802054154995,0.2286304824128102,0.017915915860884896,0.039193983768209754,0.0025506715506715505,Bumps,Bumps
0,6,0,1080,0.4450754526522967,0.07051241462356012,0.017182504853247883,0.31577776828135906,0.03178871748007902,0.10141695766095085,0.018246184448506432,Bumps,Bumps
0,6,0,1195,0.5532224849209911,0.043659140915171334,0.009149020424020422,0.2960449775370829,0.05296559700463656,0.030749529460907168,0.014209249737190911,Bumps,Bumps
0,6,0,1294,0.03402507783410257,0.004998412698412698,0.005100541125541126,0.6434729593454364,0.310130359423858,0.0,0.0022726495726495726,Other_Faults,Other_Faults
0,6,0,1472,0.7606087336554055,0.00025098039215686274,0.009977756393932865,0.21111415885456142,0.005592149190678602,0.00011764705882352942,0.012338574454441325,Bumps,Other_Faults
0,6,0,1896,0.3085450168438074,0.0008055555555555556,0.003375,0.6284872331353158,0.014686949053698274,0.0,0.0441002454116231,Other_Faults,Other_Faults
0,6,0,1476,0.8091924031398524,0.0038297238623090017,0.001868326118326118,0.1579703817906268,0.021522661537397698,0.004921265456249976,0.0006952380952380952,Bumps,Other_Faults
0,6,0,1286,0.18972411415098137,0.015847605184633053,0.0006766917293233082,0.49168488500640994,0.23549824695062355,0.003758673693456302,0.06280978328457261,Other_Faults,Other_Faults
0,6,0,1816,0.40319128768436224,0.02527979968050973,0.0031538748832866483,0.2647760690357338,0.2897636247343241,0.003295238095238095,0.010540105886545513,Bumps,Other_Faults
0,6,0,1431,0.23525599397760524,0.0005,0.0,0.5714811971508399,0.00044078947368421053,0.0012936507936507934,0.19102836860422026,Other_Faults,Other_Faults
0,6,0,1869,0.4361783140483898,0.0032519266354560476,0.009937489342442901,0.44400262688717945,0.09812974780637324,0.00042857142857142855,0.00807132385158701,Other_Faults,Other_Faults
0,6,0,1587,0.3939449722482539,0.0003888888888888888,0.0025375874125874126,0.5653387113625964,0.022230591914105844,0.001125,0.01443424817356706,Other_Faults,Other_Faults
0,6,0,1712,0.07672349762171547,0.004894516594516595,0.022135541256129477,0.8813216118099902,0.007688045571559505,0.0032867804963914804,0.003950006649697052,Other_Faults,Other_Faults
0,6,0,1878,0.4108583736138925,0.017016088967791755,0.004146105705888315,0.5299751849873603,0.0028799783549783545,0.0,0.03512426837008878,Other_Faults,Other_Faults
0,6,0,1477,0.3353369272312467,0.008627903469079939,0.024695998403041746,0.5951641227507632,0.012063172525788623,0.006112581536110948,0.017999294083969004,Other_Faults,Other_Faults
0,6,0,1904,0.2719781649894654,0.004313564213564213,0.0,0.6567775592772193,0.02310512543012542,0.0,0.043825586089625626,Other_Faults,Other_Faults
0,6,0,1558,0.06176890168082115,0.014053574203574204,0.0010899572649572648,0.9007005383304921,0.008291970894602475,0.0025925719275564476,0.011502485697996534,Other_Faults,Other_Faults
0,6,0,1684,0.029945937000735744,0.06393101675586196,0.060700986818479075,0.8027538957086946,0.018946026135886813,0.0024065656565656567,0.02131557192377626,Other_Faults,Other_Faults
0,6,0,1361,0.1689509732972043,0.002693627450980392,0.1960703181612962,0.5866869487028731,0.029745468133218836,0.0016076923076923078,0.01424497194673531,Other_Faults,Other_Faults
0,6,0,1435,0.3390586513050301,0.00500377853141011,0.0,0.3687606896224457,0.27879506382841546,0.004,0.004381816712699066,Other_Faults,Other_Faults
0,6,0,1531,0.5805409821946205,0.0038027151211361735,0.0031857909634225422,0.29721330429975956,0.09858063899464832,0.00018181818181818183,0.016494750244595444,Bumps,Other_Faults
0,6,0,1850,0.04972556926740865,0.04556428749097479,0.018418792920186104,0.7785698407233576,0.06102836449584125,0.001856177156177156,0.044836967946054615,Other_Faults,Other_Faults
0,6,0,1428,0.3636984056064484,0.015326439728142514,0.0038833333333333333,0.5804183213318292,0.003084523809523809,0.0007857142857142857,0.032803261905008436,Other_Faults,Other_Faults
0,6,0,1871,0.7013085034040605,0.0016225651472710294,0.0,0.2879390537154624,0.008740737461712694,0.00015384615384615385,0.00023529411764705883,Bumps,Other_Faults
0,6,0,1592,0.00248367269984917,0.0,0.9314241305821802,0.03708791603133708,0.013362759462759461,0.0,0.015641521223874168,K_Scratch,Other_Faults
0,6,0,1487,0.03617611291701074,0.0007643503555268261,0.01621344914974946,0.9359440047571517,0.008354830073308334,0.0003238095238095238,0.002223443223443223,Other_Faults,Other_Faults
0,6,0,1931,0.1355765561184602,0.00276984126984127,0.03612574185360562,0.7830996138587938,0.002617063492063492,0.006057147994764095,0.03375403541247195,Other_Faults,Other_Faults
0,6,0,1659,0.3429255242779236,0.0865825141233036,0.011887322776982219,0.38526377823758656,0.15317901585858254,0.01657212158326709,0.0035897231423547213,Other_Faults,Other_Faults
0,6,0,1333,0.13164559891993266,0.014716519754755042,0.005353319186833118,0.6484245064476966,0.14131075049821198,0.00018614718614718616,0.05836315800642424,Other_Faults,Other_Faults
0,6,0,1589,0.1693941183773227,0.022886090371616694,0.029786195907635527,0.7288629955441872,0.021850038549341946,0.02365894888565167,0.0035616123642439436,Other_Faults,Other_Faults
0,6,0,1643,0.6694230964373712,0.003625381275071677,0.01929091525089977,0.24044955666370402,0.05277324595171209,0.013298121881558411,0.0011396825396825397,Bumps,Other_Faults
0,6,0,1689,0.17191728328431122,0.012342838241909447,0.11307967166842524,0.6353741808381568,0.009019215459463137,0.012327545571044025,0.045939264936690545,Other_Faults,Other_Faults
0,6,0,1696,0.060340598877050615,0.034662576922561444,0.005987147493029846,0.5678274445144751,0.23435674824719124,8.695652173913043e-05,0.09673852742395284,Other_Faults,Other_Faults
0,6,0,1665,0.4482649834376151,0.0004633699633699634,0.0020817460317460314,0.5039796034426528,0.027774437808493535,0.0003333333333333333,0.017102525982789135,Other_Faults,Other_Faults
0,6,0,1825,0.030291027995052757,0.0656643195194898,0.03044037411676729,0.7805809764968433,0.05071696586695037,0.0042633116883116886,0.03804302431658467,Other_Faults,Other_Faults
0,6,0,1715,0.02694943798032034,0.00046666666666666666,0.64733122295661,0.31398257261314544,0.0074811771561771575,0.0008888888888888888,0.0029000337381916326,K_Scratch,Other_Faults
0,6,0,1748,0.04735576988371104,0.008329271897692952,0.28282867908104803,0.6124587433864049,0.03967966692749971,0.00010526315789473683,0.009242605665748081,Other_Faults,Other_Faults
0,6,0,1697,0.0858780124950505,0.04927592353295138,0.03194087696788934,0.5161310748082927,0.23191548855767274,0.003433320188583346,0.08142530344956041,Other_Faults,Other_Faults
0,6,0,1757,0.008020175696336685,0.0,0.0,0.6002211053394492,0.0,0.0,0.3917587189642144,Other_Faults,Other_Faults
0,6,0,1915,0.07308147057112731,0.00860633474712422,0.029836473476643754,0.7504433385033774,0.003143672993672994,0.0875492545930909,0.04733945511496325,Other_Faults,Other_Faults
0,6,0,1359,0.08715800413859044,0.004793722943722944,0.01027749402300486,0.8821805175077485,0.004205682879212291,0.0,0.01138457850772092,Other_Faults,Other_Faults
0,6,0,1427,0.473121519760433,0.004454618094323977,0.0002222222222222222,0.4770070869665175,0.008015994909802959,0.0031086080586080586,0.0340699499880924,Other_Faults,Other_Faults
0,6,0,1807,0.12898927783087233,0.0005984848484848484,0.0002,0.8219276927716246,0.025672237342980374,0.003108989050165521,0.01950331815587233,Other_Faults,Other_Faults
0,6,0,1512,0.19561221123561678,0.024294086405510545,0.008520966807530277,0.6067821614024085,0.1516673251842757,0.005887090274706375,0.0072361586899512605,Other_Faults,Other_Faults
0,6,0,1446,0.4433588632411992,0.0011282051282051281,0.0071767971794287596,0.525867906056717,0.014692090239519234,0.0,0.007776138154930725,Other_Faults,Other_Faults
0,6,0,1641,0.7623779840562211,0.0009033868092691622,0.009434716710877701,0.18772924991506906,0.026534590750255698,0.012420071758307054,0.0006,Bumps,Other_Faults
0,6,0,1849,0.052463310470956155,0.04422307081291602,0.015569139795532988,0.7856969417583062,0.055316926455486116,0.004171595071595071,0.04255901563520757,Other_Faults,Other_Faults
0,6,0,1719,0.1325813967376756,0.03222591121812481,0.029109774367359505,0.5380363201525297,0.20080664928541497,0.005975577930841089,0.06126437030805451,Other_Faults,Other_Faults
0,6,0,1784,0.07980251066443018,0.0070394383394383414,0.04616465925715151,0.8410229533538361,0.0019317460317460316,0.014035120924826807,0.01000357142857143,Other_Faults,Other_Faults
0,6,0,1650,0.39730587513845705,0.015162927131348179,0.003142731245362825,0.44226685636531876,0.09980204962063562,0.024527588742526796,0.017791971756351218,Other_Faults,Other_Faults
0,6,0,1824,0.17200208222633936,0.00230812324929972,0.0,0.5493262704846495,0.02783400663327637,0.0,0.2485295174064356,Other_Faults,Other_Faults
0,6,0,1908,0.10833196622741317,0.004588304093567251,0.0311663618530256,0.7891499779206307,0.007553377699460618,0.023285580991076343,0.03592443121482696,Other_Faults,Other_Faults
0,6,0,1889,0.12268377976985805,0.014917424388477022,0.0027743589743589744,0.685516892682531,0.14335403591114332,0.0156273186737583,0.015126189599873807,Other_Faults,Other_Faults
0,6,0,1271,0.09528863107137105,0.03335503005766163,0.03250581754846461,0.5779513821811069,0.16656340063669464,0.0011176470588235294,0.09321809144587784,Other_Faults,Other_Faults
0,6,0,1385,0.12312316374715772,0.013052534067239949,0.07922134496050907,0.7339121105554227,0.01028003819709702,0.0314226161093808,0.008988192363192362,Other_Faults,Other_Faults
0,6,0,1314,0.26455839371439066,0.037925693054795206,0.0005833333333333333,0.5232751293198358,0.1262150819641465,0.0016648351648351648,0.04577753344866348,Other_Faults,Other_Faults
0,6,0,1547,0.16074011763949844,0.06601897506518249,0.06683006852109016,0.6114478267260772,0.04335848798604217,0.044247687280040235,0.007356836782068979,Other_Faults,Other_Faults
0,6,0,1405,0.33245562560037595,0.0011095238095238094,0.0018732310315430522,0.6134948370204901,0.04842619555367233,0.0007583333333333333,0.0018822536510617006,Other_Faults,Other_Faults
0,6,0,1636,0.7394958727546962,0.0010459482038429407,0.003172619047619048,0.23582526996567257,0.011705113307744885,0.0027307467386414753,0.006024429981782923,Bumps,Other_Faults
0,6,0,1616,0.10215194427175853,0.016339986810575045,0.007964851522746261,0.8296099822434184,0.007948147930500872,0.005249241401872982,0.03073584581912755,Other_Faults,Other_Faults
0,6,0,1511,0.12044901377955296,0.045277598820168456,0.06274137822961352,0.6684315007669229,0.07724273262259194,0.0,0.02585777578115039,Other_Faults,Other_Faults
0,6,0,1360,0.10011124553838657,0.023017763024728972,0.049676885098344906,0.533409033463209,0.004539209766841345,0.27798027510172496,0.011265588006764476,Other_Faults,Other_Faults
0,6,0,1867,0.0289785894188371,0.0036777777777777785,0.004451587301587302,0.9402084551155758,0.018678651903651904,0.0,0.004004938482570062,Other_Faults,Other_Faults
0,6,0,1925,0.17568684164730747,0.00603102453102453,0.04900760102694749,0.7194151378381127,0.0067819133480898205,0.0005333333333333334,0.04254414827518541,Other_Faults,Other_Faults
0,6,0,1753,0.008167966630892328,0.0004,0.0,0.5637066040650095,0.003991634913074541,0.0,0.4237337943910235,Other_Faults,Other_Faults
0,6,0,1549,0.4502755344915325,0.032398013154043566,0.0054324758574758585,0.4235481475782561,0.05633949420593313,0.014078901851502464,0.01792743286125639,Bumps,Other_Faults
0,6,0,1891,0.2429273509399671,0.0020261437908496733,0.05151267903922702,0.6513829011432425,0.007409717853525902,0.0002222222222222222,0.044518985010965746,Other_Faults,Other_Faults
0,6,0,1458,0.4685269125052793,0.0025240981240981244,0.2273446419077998,0.2588192749673787,0.02421301908445871,0.016918207257139144,0.0016538461538461537,Bumps,Other_Faults
0,6,0,1813,0.4596047774184808,0.07618079086376302,0.007136311925089014,0.3049938260315836,0.06070037511209268,0.08356535943043215,0.007818559218559219,Bumps,Other_Faults
0,6,0,1373,0.6140164427706472,0.00015384615384615385,0.0,0.24394831128073383,0.03507157924559995,0.0019772588522588524,0.10483256169691432,Bumps,Other_Faults
0,6,0,863,0.28861631339376,0.2681725658414515,0.005598023905918644,0.3093483453766738,0.0653269794245329,0.042229487084982434,0.02070828497268126,Other_Faults,Dirtiness
0,6,0,821,0.10872576741807136,0.5912282706244711,0.005247619047619048,0.20929549063655303,0.05856107552578143,0.004016877884757142,0.02292489886274716,Dirtiness,Dirtiness
0,6,0,846,0.09972104092763406,0.5919548908951382,0.020128582812096736,0.22730452882723984,0.02517043001717923,0.004266316191548389,0.03145421032916321,Dirtiness,Dirtiness
0,6,0,823,0.1208830637938662,0.5226309091881775,0.0025014652014652013,0.22453604737943159,0.09553058347741018,0.004189368431705893,0.02972856252794333,Dirtiness,Dirtiness
0,6,0,825,0.22332761624806277,0.3875478005304095,0.003079242979242979,0.22086364820653706,0.15036023815938687,0.004213477363709562,0.010607976512651437,Dirtiness,Dirtiness
0,6,0,857,0.029835287046974343,0.9025951880420922,0.0,0.03644543342106808,0.024767211507103145,0.0028666666666666667,0.003490213316095669,Dirtiness,Dirtiness
0,6,0,396,0.027312987012987015,0.0,0.9388495670995671,0.018292857142857145,0.0,0.0,0.015544588744588746,K_Scratch,K_Scratch
0,6,0,718,0.0008,0.0,0.9985777777777779,0.0002222222222222222,0.0,0.0,0.0004,K_Scratch,K_Scratch
0,6,0,556,0.0018716464478074383,0.0,0.94838271454208,0.04882463060675135,0.0,0.0,0.0009210084033613445,K_Scratch,K_Scratch
0,6,0,717,0.011928766202837409,0.008123988756341698,0.9560542510722851,0.02150364361300893,0.0006883699633699633,0.00025,0.0014509803921568627,K_Scratch,K_Scratch
0,6,0,531,0.0,0.0,0.9995,0.0005,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,427,0.0,0.0,0.9996,0.0,0.0,0.0,0.0004,K_Scratch,K_Scratch
0,6,0,552,0.0005428571428571429,0.00013333333333333334,0.9924966386554623,0.006427170868347338,0.0004,0.0,0.0,K_Scratch,K_Scratch
0,6,0,698,0.0,0.0,0.9776847236097237,0.022315276390276393,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,646,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,636,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,540,0.0,0.0,0.9992190476190476,0.000780952380952381,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,516,0.0,0.0,0.9969871572871573,0.0030128427128427128,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,652,0.0016216464478074385,0.0,0.9547755716849371,0.043367487749608497,0.0,0.0,0.00023529411764705883,K_Scratch,K_Scratch
0,6,0,738,0.4708833281782678,0.012854800754800753,0.050075212695427376,0.40627308166441356,0.025800189734586008,0.024162294274353097,0.009951092698151521,Bumps,K_Scratch
0,6,0,473,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,680,0.0,0.0,0.9856190476190478,0.014380952380952383,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,476,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,414,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,667,0.0,0.0,0.9185671550671554,0.08143284493284493,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,728,0.01032726247182769,0.00032051282051282046,0.9073444416978306,0.07703727018931626,0.00417051282051282,0.0,0.0008,K_Scratch,K_Scratch
0,6,0,574,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,471,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,421,0.030417456768489885,0.0021136363636363635,0.19744947944436772,0.6337652569163239,0.0068248120300751875,0.001516193893825473,0.12791316458328172,Other_Faults,K_Scratch
0,6,0,355,0.03255772577357582,0.012202673633555986,0.3578204108670828,0.48148994926978145,0.10092613918290329,0.0,0.0150031012731006,Other_Faults,K_Scratch
0,6,0,448,0.05394952028535616,0.006394653385829858,0.3981663732302009,0.3757378974254833,0.011754372261725205,0.0009358908635224423,0.15306129254788242,K_Scratch,K_Scratch
0,6,0,681,0.0,0.0,0.9507306332556336,0.049269366744366716,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,547,0.0005428571428571429,0.00013333333333333334,0.9954698412698413,0.0034539682539682535,0.0004,0.0,0.0,K_Scratch,K_Scratch
0,6,0,491,0.0027408496732026144,0.0,0.9861911261940675,0.0046399877899877895,0.0,0.0,0.006428036342742225,K_Scratch,K_Scratch
0,6,0,619,0.0,0.0,0.9974666666666666,0.002533333333333333,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,583,0.0006666666666666666,0.0,0.9965,0.0028333333333333335,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,557,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,410,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,418,0.028672644795864604,0.0,0.8497480394390616,0.11574521032802779,0.0012521008403361344,0.0,0.004582004596710479,K_Scratch,K_Scratch
0,6,0,597,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,367,0.015458184007255214,0.0,0.9498547556502666,0.028360820500448976,0.005361327561327561,0.0009649122807017543,0.0,K_Scratch,K_Scratch
0,6,0,415,0.001,0.0,0.9888666666666667,0.004200000000000001,0.001,0.0,0.004933333333333333,K_Scratch,K_Scratch
0,6,0,497,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,568,0.0,0.0,0.9992000000000001,0.0008,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,606,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,6,0,42,0.06571874473397558,0.014720414673046248,0.09013240757624591,0.21812766104450393,0.6068892279606843,0.0002,0.004211544011544012,Pastry,Pastry
0,6,0,80,0.13125861951086412,0.07854470940995711,0.047313609567247304,0.6019453679275666,0.11751422886538995,0.017476806028508818,0.00594665869046674,Other_Faults,Pastry
0,6,0,4,0.06601296367890792,0.10868069344656037,0.0016809745809745812,0.5459763740066339,0.2320313825314096,0.0002857142857142857,0.04533189746979961,Other_Faults,Pastry
0,6,0,154,0.15001264465033495,0.006866268612708241,0.003075501253132832,0.06694766122213289,0.43604781399035014,0.0002481203007518797,0.3368019899705894,Pastry,Pastry
0,6,0,81,0.1856117323221343,0.1220672664624679,0.01904225255010017,0.42071385094646896,0.2443738331504426,0.0070402709175929,0.0011507936507936507,Other_Faults,Pastry
0,6,0,66,0.15111170645846583,0.05239835817739638,0.001177296181630547,0.3653022708468901,0.42641646286028756,0.000593859649122807,0.0030000458262068167,Pastry,Pastry
0,6,0,53,0.33970084976083464,0.014109478533162741,0.005327822993999465,0.34179177719940884,0.2893819468921173,0.0,0.009688124620477563,Other_Faults,Pastry
0,6,0,70,0.21207496535971765,0.0023709401709401715,0.004645137662475124,0.6955022725554457,0.07647018432204196,0.0,0.008936499929379185,Other_Faults,Pastry
0,6,0,60,0.38973941938119816,0.007067411663955615,0.00010526315789473683,0.29459832462119456,0.2973266553417016,0.001389957264957265,0.0097729685690986,Bumps,Pastry
0,6,0,98,0.11922962915825147,0.01197928176914245,0.004442006033182504,0.4625534537684539,0.39519341824670046,0.0013310966810966812,0.0052711143431731665,Other_Faults,Pastry
0,6,0,9,0.042900722935475234,0.023584278629866864,0.04605481033414468,0.4489482416026264,0.40627404189303173,0.0,0.03223790460485507,Other_Faults,Pastry
0,6,0,110,0.26438570523716576,0.06882450449036465,0.0026493994567523974,0.37479778270315584,0.26277976061949776,0.005855811465795986,0.020707036027268224,Other_Faults,Pastry
0,6,0,153,0.1281822879562819,0.001985714285714286,0.0,0.05273747220271985,0.4261991671125574,0.0,0.39089535844272694,Pastry,Pastry
0,6,0,18,0.051192140275482564,0.0030382657108972894,0.003271023094552506,0.3250147484866581,0.6133685258009371,0.0,0.004115296631473102,Pastry,Pastry
0,6,0,6,0.04614880259918959,0.009907266263148617,0.19971209745706658,0.4152808804194415,0.23674832601224194,0.0,0.09220262724891204,Other_Faults,Pastry
0,6,0,150,0.19518709390764788,0.010473303617607024,0.0011333333333333332,0.4424010881625968,0.31540463149046405,0.0,0.035400549488351335,Other_Faults,Pastry
0,6,0,305,0.00861475881920087,0.0013981366459627326,9.523809523809523e-05,0.02474737604866827,0.02731759695412946,0.0,0.9378268934368008,Z_Scratch,Z_Scratch
0,6,0,226,0.01743476851366877,0.0023635046113306985,0.0,0.033100960097917964,0.014422820703548252,0.0,0.9326779460735342,Z_Scratch,Z_Scratch
0,6,0,208,0.020744656160832625,0.0,0.0003333333333333333,0.05206326892062184,0.0015,0.0,0.9253587415852119,Z_Scratch,Z_Scratch
0,6,0,284,0.013391957442805467,0.0004,0.0005,0.07905854607171742,0.006970927486760708,0.00034432234432234433,0.8993342466543939,Z_Scratch,Z_Scratch
0,6,0,240,0.11700737845745586,0.0010824561403508773,0.0013,0.22954733675038563,0.009120721925133687,0.00678483709273183,0.635157269633942,Z_Scratch,Z_Scratch
0,6,0,250,0.009269340910207783,0.0,0.0009666666666666666,0.09118993889667265,0.0031678698752228163,0.00155,0.89385618365123,Z_Scratch,Z_Scratch
0,6,0,204,0.018437012729272794,0.0027904761904761904,0.0030324979114452794,0.07318443714867863,0.009755780940765462,0.000125,0.8926747950793616,Z_Scratch,Z_Scratch
0,6,0,280,0.027718078251821,0.0,0.0005,0.07788302908784131,0.04019914028703234,0.00019047619047619045,0.8535092761828288,Z_Scratch,Z_Scratch
0,6,0,276,0.043426458302619285,0.0,0.0010571428571428572,0.054583942931853126,0.0038693850267379677,0.0004,0.896663070881647,Z_Scratch,Z_Scratch
0,6,0,185,0.020784374242514635,0.0,0.0005438596491228069,0.09309926885083032,0.0002857142857142857,0.0004857142857142857,0.8848010686861039,Z_Scratch,Z_Scratch
0,6,0,309,0.004336788048552755,0.0,0.0008333333333333334,0.056464550736501216,0.0006890756302521009,0.0,0.9376762522513608,Z_Scratch,Z_Scratch
0,6,0,290,0.0,0.0,0.0,0.0026333333333333334,0.0,0.0,0.9973666666666665,Z_Scratch,Z_Scratch
0,6,0,282,0.002176190476190476,0.0,0.0,0.0064819548872180445,0.0019357142857142854,0.0,0.9894061403508772,Z_Scratch,Z_Scratch
0,6,0,248,0.014714904007241467,0.0,0.0002857142857142857,0.058582897245513306,0.0021424825174825176,0.0014285714285714286,0.9228454305154771,Z_Scratch,Z_Scratch
0,6,0,334,0.08623364383220018,0.0031676470588235294,0.20767357864163627,0.4439349658507689,0.0019313144715621497,0.00951983518717265,0.2475390149578366,Other_Faults,Z_Scratch
0,6,0,242,0.018147836162805197,0.00025,0.0002857142857142857,0.06286252124724259,0.001421969696969697,0.0014285714285714286,0.915603387178697,Z_Scratch,Z_Scratch
0,6,0,295,0.0007333333333333332,0.0,0.0,0.03506416345092816,0.001488888888888889,0.00019047619047619045,0.9625231381363734,Z_Scratch,Z_Scratch
0,6,0,299,0.005038095238095238,0.0,0.0,0.00822656036773684,0.00025098039215686274,0.0,0.986484364002011,Z_Scratch,Z_Scratch
0,6,0,322,0.003033333333333333,0.0,0.0,0.085162685848723,0.0003,0.0,0.9115039808179438,Z_Scratch,Z_Scratch
0,6,0,765,0.0,0.0,0.13889347041847044,0.07905754245754246,0.0008615384615384615,0.7811874486624488,0.0,Stains,Stains
0,6,0,774,0.00013333333333333334,0.0,0.0009,0.0011333333333333332,0.00013333333333333334,0.9977,0.0,Stains,Stains
0,6,0,747,0.0002857142857142857,0.0,0.027035558885558888,0.033314013764013765,0.0,0.9393647130647136,0.0,Stains,Stains
0,6,0,801,0.0007301587301587301,0.0,0.01622156177156177,0.008986308136308137,0.0,0.9740619713619714,0.0,Stains,Stains
0,6,0,739,0.2409058970183584,0.0032889776889776885,0.004139235764235765,0.7212549143580879,0.0059949491684785795,0.00645686698921993,0.01795915901264198,Other_Faults,Stains
0,6,0,792,0.0,0.0,0.0,0.0,0.0,1.0,0.0,Stains,Stains
0,6,0,770,0.07014312570926176,0.008653065355696935,0.03206861976173121,0.36015774556802277,0.0023917876241405654,0.5213243138145415,0.005261342166605324,Stains,Stains
0,7,0,907,0.7831408443603184,0.0003333333333333333,0.0030240175201475513,0.1828876362835651,0.01795316913049111,0.0,0.012660999372144882,Bumps,Bumps
0,7,0,1205,0.80518179850765,0.0011683053788316947,0.0019747899159663867,0.16363613892299647,0.003068614718614718,0.0,0.024970352555940798,Bumps,Bumps
0,7,0,1074,0.44855125467068235,0.02583970368857299,0.0030130201068281565,0.45601874251404806,0.02208743783736043,0.03902910725885888,0.0054607339236495255,Other_Faults,Bumps
0,7,0,939,0.693165992495636,0.0008033613445378152,0.0002222222222222222,0.21750349955342207,0.07894269608960014,0.0003333333333333333,0.009028894961247902,Bumps,Bumps
0,7,0,1173,0.7937006901509224,0.0,0.002942857142857143,0.19560630307085414,0.007168331453548172,0.0004,0.00018181818181818183,Bumps,Bumps
0,7,0,1247,0.6976549577185799,0.054701051562816246,0.0020704718054563257,0.19096183889210208,0.026834542495687994,0.026264835938055734,0.0015123015873015873,Bumps,Bumps
0,7,0,1092,0.39019855536792053,0.026202432469491284,0.0037945957551220708,0.5077827697482367,0.04519029423971877,0.024112304800462687,0.002719047619047619,Other_Faults,Bumps
0,7,0,932,0.8281595915694212,0.0006282051282051282,0.00024444444444444443,0.11304748542651023,0.05522023662611897,0.0013228438228438226,0.0013771929824561405,Bumps,Bumps
0,7,0,1153,0.6232209121291807,0.0066955616279145685,0.016429505083839443,0.3159348966647089,0.008640829346092505,0.0015287878787878786,0.027549507269476303,Bumps,Bumps
0,7,0,1087,0.23586641502632238,0.0022442628407024694,0.03558700412934159,0.6599142767565063,0.055130915692942865,0.009633041305100131,0.0016240842490842491,Other_Faults,Bumps
0,7,0,1229,0.8843593786188685,0.0008505494505494506,0.001253968253968254,0.0933539486485307,0.0023282263630089715,0.00034722222222222224,0.01750670644285195,Bumps,Bumps
0,7,0,1254,0.0635072517351929,0.0026722222222222225,0.0,0.01864959223782753,0.6393036923860447,0.0,0.2758672414187121,Pastry,Bumps
0,7,0,1218,0.9073325825708816,0.0001,0.006041528732705203,0.07328698444919673,0.011456852965164986,0.0,0.0017820512820512818,Bumps,Bumps
0,7,0,980,0.5002140282974977,0.0212457244080309,0.011475801443138901,0.4088475879672145,0.04810637425010487,0.009247235770765184,0.0008632478632478632,Bumps,Bumps
0,7,0,1263,0.5100938776234012,0.010855951354324614,0.0016172180451127817,0.3563704372558687,0.08420684484418232,0.0004,0.0364556708771105,Bumps,Bumps
0,7,0,1259,0.5953445701137082,0.008431983818592377,0.00025,0.32559072527112465,0.0603023878598182,0.0003333333333333333,0.00974699960342375,Bumps,Bumps
0,7,0,1001,0.3351320325910311,0.0022218406980016887,0.004396276676539834,0.4873341878223933,0.16206390841028082,0.005124675324675324,0.003727078477078477,Other_Faults,Bumps
0,7,0,1134,0.094295235505634,0.008070987603727542,0.1797659637490133,0.6792136477851378,0.0156323336364358,0.011147715640053102,0.011874116079998437,Other_Faults,Bumps
0,7,0,869,0.11667408732192028,0.01572284851633014,0.007008640740064888,0.4988750736803266,0.34466384222857505,0.0015649572649572652,0.015490550247825783,Other_Faults,Bumps
0,7,0,1072,0.46174023775041384,0.001601010101010101,0.0002666666666666667,0.4192047006516219,0.02786093162021616,0.004010528360528361,0.08531592484954317,Bumps,Bumps
0,7,0,884,0.16774253065475983,0.00013333333333333334,0.0004095238095238095,0.20458186364718878,0.007269790993320407,0.0012666666666666666,0.6185962908952072,Z_Scratch,Bumps
0,7,0,1138,0.18970776399764241,0.039291718695820856,0.017427905703575372,0.439041635336292,0.25710070323471135,0.003700119814825697,0.05373015321713328,Other_Faults,Bumps
0,7,0,1023,0.5861443030687173,0.0025797119547119546,0.0002777777777777778,0.35829455088905354,0.04343040036032226,0.0005707070707070707,0.00870254887870987,Bumps,Bumps
0,7,0,1210,0.8394000652504786,0.003438540870893812,0.0004,0.14357100692938624,0.007820336823927482,0.001467857142857143,0.00390219298245614,Bumps,Bumps
0,7,0,1149,0.7388412102857286,0.0005064935064935065,0.007752902652902653,0.23933147549254552,0.007978249528249527,0.0011638655462184876,0.004425802987861812,Bumps,Bumps
0,7,0,1058,0.583799641849379,0.004078828481460061,0.000125,0.3781900009433292,0.022586391845168922,0.002919224196855776,0.00830091268380742,Bumps,Bumps
0,7,0,1083,0.2125080648195975,0.018324166433841348,0.11616728693563078,0.35145620926201426,0.2871975147831185,0.001265597147950089,0.013081160617847925,Other_Faults,Bumps
0,7,0,872,0.1744040217402138,0.02797922053007191,0.09673634378177724,0.5932735348724205,0.10110462022325803,0.005907020757020758,0.0005952380952380952,Other_Faults,Bumps
0,7,0,1142,0.6320488105379616,0.0,0.004023155929038282,0.3364706640466219,0.0056165584415584415,0.0008222222222222222,0.021018588822598105,Bumps,Bumps
0,7,0,1104,0.09290474870032085,0.004357197802197803,0.016746674813796904,0.8344630113389546,0.009003767400470188,0.005108468981998394,0.03741613096226099,Other_Faults,Bumps
0,7,0,992,0.4852844638553444,0.032576915851606235,0.0017120813397129187,0.44000331003227505,0.03608310074858063,0.00042857142857142855,0.003911556743909685,Bumps,Bumps
0,7,0,1209,0.9426551488811212,0.0,0.0,0.0544335838201971,0.002042219679633867,0.000125,0.0007440476190476191,Bumps,Bumps
0,7,0,1211,0.8732080601694412,0.0007117327117327117,0.0019742581090407174,0.10227332534689854,0.006783734686366266,0.0007882478632478632,0.014260641113272693,Bumps,Bumps
0,7,0,957,0.717827120352987,0.004052233585128322,0.0011089549339549341,0.2652923079174009,0.009237428323310677,0.0005,0.001981954887218045,Bumps,Bumps
0,7,0,1194,0.5938070567148909,0.010779869310704552,0.001699300699300699,0.3136213695316168,0.01798112071107427,0.05766992459724657,0.004441358435166486,Bumps,Bumps
0,7,0,1059,0.7620986469572819,0.00018181818181818183,0.0002380952380952381,0.22433654598531097,0.0027714786967418543,0.000125,0.010248414940752406,Bumps,Bumps
0,7,0,1111,0.15367235546792693,0.0011441287041132242,0.00965918204303586,0.8080376788763652,0.0027790986790986794,0.007594290384538061,0.01711326584492219,Other_Faults,Bumps
0,7,0,1201,0.5236495751951494,0.000794871794871795,0.001821062271062271,0.4262584617300858,0.008847256175197351,0.001713888888888889,0.03691488394474461,Bumps,Bumps
0,7,0,969,0.05122687292170196,0.004420127498920069,0.08673663625676012,0.8388555120995379,0.0023873224728487882,0.0033839683106710963,0.012989560439560439,Other_Faults,Bumps
0,7,0,1126,0.294475636358377,0.017289667894884612,0.012694219463027508,0.5834545711637189,0.037055864709765615,0.007154589236013385,0.04787545117421277,Other_Faults,Bumps
0,7,0,1382,0.08086881564415557,0.0,0.39508162548665626,0.37695921161754065,0.034839490454505906,0.0,0.1122508567971417,K_Scratch,Other_Faults
0,7,0,1312,0.04537751600010046,0.05359764283838385,0.0035630036630036627,0.7494091677946347,0.0827273288854249,0.0,0.06532534081845226,Other_Faults,Other_Faults
0,7,0,1929,0.2159524132567153,0.004776277231540389,0.1768355002933683,0.47686644468385175,0.012223833971774479,0.008302598828759819,0.10504293173399042,Other_Faults,Other_Faults
0,7,0,1338,0.0813052244191698,0.011642192765954375,0.013747106416563943,0.809924457944602,0.047160445829253876,0.003906588672765143,0.03231398395169091,Other_Faults,Other_Faults
0,7,0,1543,0.10522632943775097,0.007479834054834055,0.3784230287712317,0.4304401578144713,0.03689513925710249,0.0014750000000000002,0.04006051066460945,Other_Faults,Other_Faults
0,7,0,1535,0.2623588775886127,0.025129622029157642,0.017874653539652185,0.4829515986295802,0.13788175551322362,0.00233968253968254,0.07146381016009161,Other_Faults,Other_Faults
0,7,0,1279,0.24242577435292634,0.002308152958152958,0.00890734040641161,0.42891079794302706,0.31199643861298654,0.000125,0.005326495726495726,Other_Faults,Other_Faults
0,7,0,1526,0.05079864853928322,0.0622699079472299,0.15029482626420715,0.6183741727295754,0.018793481423976778,0.01302406808877397,0.08644489500695388,Other_Faults,Other_Faults
0,7,0,1429,0.3309169755167433,0.11750212622774543,0.001898357167428375,0.37648719806337505,0.1461065530565067,0.0022116106116106117,0.024877179356591114,Other_Faults,Other_Faults
0,7,0,1866,0.04276531069225913,0.004060818713450292,0.0023,0.9304384381388893,0.016288139225755328,0.0005454545454545454,0.003601838684191625,Other_Faults,Other_Faults
0,7,0,1501,0.047568854889520486,0.01545940766320023,0.008243160285295837,0.6297051643862481,0.28061705317386443,0.0,0.018406359601870436,Other_Faults,Other_Faults
0,7,0,1520,0.0766841338400162,0.03225114208976438,0.02329552873167423,0.3082383033272199,0.555329022802104,0.0,0.0042018692092221505,Pastry,Other_Faults
0,7,0,1498,0.010726851210365144,0.0011040404040404041,0.00340007215007215,0.9695340037843134,0.014289607614607614,0.0,0.0009454248366013072,Other_Faults,Other_Faults
0,7,0,1731,0.04140275018239414,0.004829291786644728,0.020145282813162062,0.9070183985089556,0.0131823570220629,0.0008038461538461539,0.012618073532934215,Other_Faults,Other_Faults
0,7,0,1663,0.11110818763108246,0.13591053292081157,0.003397174755069492,0.3836570951030397,0.3461180666478345,0.0007666666666666667,0.01904227627549609,Other_Faults,Other_Faults
0,7,0,1803,0.06772955819819193,0.0009125188536953243,0.0008035714285714286,0.87609997788492,0.024102442818619285,0.009014563214563214,0.021337367601438808,Other_Faults,Other_Faults
0,7,0,1287,0.35873673450246707,0.053079591440999434,0.0035447552447552444,0.43956354863410346,0.11098084314468087,0.01594592874445816,0.018148598288536363,Other_Faults,Other_Faults
0,7,0,1770,0.06868339236495247,0.0017406015037593984,0.01523189038045008,0.8853624101121359,0.006837278419894519,0.010430606235869392,0.011713820982938633,Other_Faults,Other_Faults
0,7,0,1611,0.6724583038899152,0.0020999000999000995,0.0,0.27105589067884606,0.04256730702218317,0.001217436974789916,0.01060116133436567,Bumps,Other_Faults
0,7,0,1760,0.025086339967222315,0.008308473389355744,0.0,0.7199105394697282,0.021699391784685898,0.0,0.22499525538900753,Other_Faults,Other_Faults
0,7,0,1673,0.2251596924781447,0.2783697016966522,0.00043859649122807013,0.29833734035605897,0.17143890468716783,0.0033390238416554207,0.022916740449093385,Other_Faults,Other_Faults
0,7,0,1397,0.13629137404563116,0.0035774186597716012,0.3262576440587277,0.45056422145106334,0.08027678741107534,0.00028181818181818185,0.0027507361919126626,Other_Faults,Other_Faults
0,7,0,1739,0.3151120595266,0.005180933063362058,0.010536039193005137,0.493241350828917,0.1663296239604911,0.0004981684981684982,0.009101824929456506,Other_Faults,Other_Faults
0,7,0,1892,0.1818069477789428,0.016134407749113636,0.0035,0.7669609550354767,0.017623362542170583,0.003929832912185854,0.01004449398211008,Other_Faults,Other_Faults
0,7,0,1702,0.01331224690342338,0.050529406383564575,0.015831250186301337,0.9064174453367525,0.0096389313301078,0.0,0.004270719859850294,Other_Faults,Other_Faults
0,7,0,1291,0.029837488036559227,0.03229440869587928,0.029851805269482615,0.6601766612502379,0.20662800801709474,0.0,0.041211628730746366,Other_Faults,Other_Faults
0,7,0,1841,0.07714266327411841,0.0037212184873949583,0.13340156921681695,0.7650474150771831,0.010674963924963926,0.007076311433664375,0.002935858585858586,Other_Faults,Other_Faults
0,7,0,1761,0.09782042664040921,0.0,0.0026899252708076234,0.6604898919281911,0.0005599640125955916,0.000125,0.23831479214799653,Other_Faults,Other_Faults
0,7,0,1593,0.03228156314154429,0.015873966143935186,0.00845219298245614,0.926577377553124,0.012673303093535293,0.0014111111111111112,0.0027304859742940234,Other_Faults,Other_Faults
0,7,0,1365,0.029539278534540334,0.0009138655462184872,0.07980134743137837,0.8684270542898422,0.0062381099292864,0.010234505312369087,0.004845838956365272,Other_Faults,Other_Faults
0,7,0,1682,0.14224655641915723,0.029245479803993727,0.08207863035657154,0.6604538156975464,0.03738524139259432,0.008762511095715433,0.03982776523442157,Other_Faults,Other_Faults
0,7,0,1307,0.1747190071402902,0.02409189256449319,0.0011515519568151148,0.3150130194083896,0.481826927554779,0.0,0.0031976013752329537,Pastry,Other_Faults
0,7,0,1919,0.0783390831390832,0.0007310924369747899,0.007225476767814228,0.8798305690382319,0.0005535714285714286,0.00591209231944526,0.02740811486987957,Other_Faults,Other_Faults
0,7,0,1775,0.07599845966726772,0.0052247557997558,0.041522588720189345,0.8452789520678842,0.008775914608267548,0.01069073466952724,0.012508594467108397,Other_Faults,Other_Faults
0,7,0,1318,0.03652332311053538,0.0029338235294117643,0.022244852301121644,0.9023092581197241,0.011303400916249215,0.013432755720371819,0.011252586302586302,Other_Faults,Other_Faults
0,7,0,1743,0.03938248020730858,0.0032634920634920634,0.04462609336655776,0.8839810186364692,0.004131466366450886,0.006317422687391727,0.018298026672330072,Other_Faults,Other_Faults
0,7,0,1897,0.3580276777230337,0.0024773151684916394,0.004019444444444444,0.5561462557669369,0.022288068330018788,0.0008352941176470588,0.05620594444942741,Other_Faults,Other_Faults
0,7,0,1855,0.13754044886829722,0.0010529411764705883,0.004147022860180755,0.5451054587775482,0.3034171916903186,0.0,0.008736936627184305,Other_Faults,Other_Faults
0,7,0,1577,0.14521859112679564,0.016339522216689405,0.011087011311701714,0.5791647395002656,0.2329573681220741,0.00196998556998557,0.013262782152488033,Other_Faults,Other_Faults
0,7,0,1283,0.08680487587747655,0.020716317282648545,0.004191223155929039,0.35556328216697397,0.5202887241256668,0.0007521367521367521,0.011683440639168194,Pastry,Other_Faults
0,7,0,1366,0.23838284118619915,0.01467339546418494,0.0013557422969187676,0.6802170119190721,0.020245891037067507,0.025344304671936244,0.01978081342462147,Other_Faults,Other_Faults
0,7,0,1414,0.3869261458762793,0.03333749943440344,0.0033227058029689604,0.43886392443776145,0.13177148520417145,0.0015048265460030168,0.004273412698412699,Other_Faults,Other_Faults
0,7,0,1754,0.004204828504828505,0.0,0.0,0.6848037799564517,0.015257202111613875,0.00031578947368421053,0.29541839995342145,Other_Faults,Other_Faults
0,7,0,1899,0.24837173832837742,0.005199621424327307,0.00095,0.6693943753034338,0.019915154247197593,0.02887338765809353,0.027295723038571324,Other_Faults,Other_Faults
0,7,0,1320,0.034854919787814534,0.0026929254955570738,0.014695941387922134,0.8983298223821915,0.02728621939635871,0.0028094017094017097,0.019330769840754356,Other_Faults,Other_Faults
0,7,0,1937,0.07650527848163262,0.0047543602652522264,0.19269489875255397,0.6556237916967537,0.002937400520016619,0.0034912198912198903,0.06399305039257117,Other_Faults,Other_Faults
0,7,0,1879,0.5374723195157097,0.002288888888888889,0.0,0.42724337291191794,0.0025777341079972656,0.0004,0.03001768457548643,Bumps,Other_Faults
0,7,0,1647,0.3170113281001914,0.031323210788179824,0.006022557997557998,0.5581428340527719,0.06408677923271745,0.01916207096398912,0.004251218864592132,Other_Faults,Other_Faults
0,7,0,1601,0.5257273233695605,0.01379920634920635,0.0027297798606622137,0.2998857031329602,0.09043760375085053,0.0,0.0674203835367606,Bumps,Other_Faults
0,7,0,1394,0.044777835491535155,0.0046505942196479275,0.0347701173925161,0.9005280307388229,0.0014516594516594515,0.009612086271142,0.0042096764346764345,Other_Faults,Other_Faults
0,7,0,1881,0.36682361973252076,0.01669384883262592,0.00494317120787709,0.5224389083053173,0.01980383998526413,0.03410995054137469,0.03518666139502051,Other_Faults,Other_Faults
0,7,0,1585,0.36794324768798475,0.021111991946821666,0.007625181921621552,0.24199787531869582,0.3429273871467368,0.0011333333333333332,0.01726098264480618,Bumps,Other_Faults
0,7,0,1510,0.10317869094270025,0.003316414141414141,0.011082730951539003,0.8602779367089738,0.011620767381912889,0.005694172494172494,0.004829287379287379,Other_Faults,Other_Faults
0,7,0,1519,0.15125787580152922,0.01076105057653045,0.07877267810792576,0.35083349897608396,0.4039995266463843,0.0012371794871794872,0.003138190404366875,Pastry,Other_Faults
0,7,0,1309,0.44126137535121573,0.0015568181818181818,0.014635964035964037,0.4390000474451142,0.06574512507616223,0.0012763772175536882,0.03652429269217193,Bumps,Other_Faults
0,7,0,1936,0.0795891794704152,0.001143939393939394,0.040636084316216244,0.8265517382849229,0.0019259006473402757,0.00841057646344024,0.041742581423726256,Other_Faults,Other_Faults
0,7,0,1858,0.08970184284240018,0.023230186508201717,0.002592857142857143,0.866451722988353,0.015772036643304642,0.0004222222222222222,0.0018291316526610646,Other_Faults,Other_Faults
0,7,0,1447,0.760662860929347,0.0005964052287581699,0.009440326013855423,0.22079945045208205,0.006236446886446887,0.0,0.0022645104895104894,Bumps,Other_Faults
0,7,0,1873,0.12723852520564402,0.03575415544208113,0.0013428571428571428,0.8061332047070302,0.026748542384687886,0.0007454545454545453,0.0020372605722450924,Other_Faults,Other_Faults
0,7,0,1920,0.09289526130194126,0.003557438639791581,0.06405066997285327,0.6432143039152259,0.002026255117431588,0.01631058021785576,0.1779454908349006,Other_Faults,Other_Faults
0,7,0,1902,0.06067370159080688,0.0014526165011459129,0.0,0.9076810230619057,0.010651523639758931,0.014715128172481114,0.0048260070339017705,Other_Faults,Other_Faults
0,7,0,1297,0.03621634683013401,0.00368314299219872,0.011440636814166228,0.7195883172999508,0.22583944715938256,0.0,0.003232108904167728,Other_Faults,Other_Faults
0,7,0,1938,0.14347945296892145,0.001624098124098124,0.20885033972735226,0.43821504010512163,0.007372805496876704,0.006983953791306732,0.19347430978632377,Other_Faults,Other_Faults
0,7,0,1302,0.026112604500762377,0.0034185130057421075,0.0019481831893596601,0.6071553506748856,0.35661232636771417,0.0,0.004753022261536194,Other_Faults,Other_Faults
0,7,0,1618,0.3796947790797467,0.003953103432515197,0.0019151515151515151,0.5721195301404448,0.01527085563215594,0.0,0.027046580199985765,Other_Faults,Other_Faults
0,7,0,1800,0.16437401995869372,0.0,0.0026666666666666666,0.7793542699190451,0.009204889273666365,0.0012583333333333333,0.04314182084859495,Other_Faults,Other_Faults
0,7,0,1758,0.0038484773396538097,0.0004,0.0021777777777777776,0.7553294938538375,0.0,0.0,0.23824425102873067,Other_Faults,Other_Faults
0,7,0,854,0.02395104039751098,0.9289876722933069,0.0,0.024584417555268936,0.018983218960262307,0.0022,0.0012936507936507934,Dirtiness,Dirtiness
0,7,0,858,0.1488549332796546,0.426784963667224,0.01578419708086891,0.24099095913030913,0.09823947512240085,0.012798713541360598,0.056546758178182305,Dirtiness,Dirtiness
0,7,0,818,0.12779924283834518,0.531808363587998,0.0006062271062271062,0.24853237222208585,0.07084373769542697,0.0018431623931623932,0.018566894156754835,Dirtiness,Dirtiness
0,7,0,836,0.492184688462552,0.16652275959334784,0.0003,0.2942823248474952,0.030545088966760777,0.0006444444444444443,0.015520693685399564,Bumps,Dirtiness
0,7,0,859,0.07213800076256732,0.7868688364593783,0.0010103896103896104,0.07510462971325202,0.060725230723868456,0.002105982905982906,0.002046929824561404,Dirtiness,Dirtiness
0,7,0,826,0.16599096136921218,0.28019235492263844,0.03387240830765528,0.38319175904000596,0.05041508583435825,0.027901757556169315,0.05843567296996087,Other_Faults,Dirtiness
0,7,0,635,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,649,0.0,0.0,0.9987368421052631,0.00010526315789473683,0.0006315789473684211,0.0,0.0005263157894736842,K_Scratch,K_Scratch
0,7,0,548,0.0,0.0,0.999375,0.000625,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,357,0.015100775531657885,0.005230661495367378,0.8210477882626493,0.13389018965210925,0.02155591724237235,0.0031746678158442866,0.0,K_Scratch,K_Scratch
0,7,0,429,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,570,0.0,0.0,0.9114063681416622,0.0884602985250044,0.0,0.0,0.00013333333333333334,K_Scratch,K_Scratch
0,7,0,363,0.015303675409557762,0.0033306614953673773,0.8578920190318798,0.10598210051902003,0.016499293310748418,0.000992250233426704,0.0,K_Scratch,K_Scratch
0,7,0,382,0.09867803820362644,0.0018766899766899767,0.2462295256600984,0.6084057994069915,0.0245148159030512,0.010266523182699654,0.01002860766684296,Other_Faults,K_Scratch
0,7,0,463,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,537,0.0,0.0,0.9955768771304374,0.004423122869562498,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,482,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,605,0.014396173028075701,0.0014603174603174604,0.8748128539016061,0.07658728730819594,0.002411297852474323,0.006378480136994069,0.023953590312336428,K_Scratch,K_Scratch
0,7,0,736,0.022493043884220357,0.0,0.9169143559055326,0.05801078202842908,0.0010666666666666667,0.0,0.0015151515151515152,K_Scratch,K_Scratch
0,7,0,539,0.0537210370886249,0.008889316239316238,0.35276598482947163,0.5089793695740803,0.006002251045345676,0.0010812271062271065,0.06856081411693404,Other_Faults,K_Scratch
0,7,0,696,0.0,0.0,0.9970142857142856,0.0029857142857142856,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,532,0.0,0.0,0.9996,0.0004,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,545,0.006707326007326006,0.0009538461538461538,0.9106459000150178,0.06544079662167897,0.009146031746031744,0.001,0.006106099456099455,K_Scratch,K_Scratch
0,7,0,529,0.0004,0.0,0.9777761904761907,0.02182380952380952,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,715,0.002434920634920635,0.0,0.9698317460317463,0.025066666666666668,0.0,0.0,0.0026666666666666666,K_Scratch,K_Scratch
0,7,0,666,0.022989980974515236,0.005862560478736949,0.7897598319635526,0.12928572515644884,0.004426984126984127,0.007981477543784046,0.03969343975597845,K_Scratch,K_Scratch
0,7,0,366,0.02599703838473187,0.0007856897144822842,0.6734379086857416,0.25343634903967727,0.04406611359057179,0.0003611111111111111,0.0019157894736842106,K_Scratch,K_Scratch
0,7,0,349,0.0004107142857142857,0.0,0.8689779713578482,0.12872040526552916,0.001890909090909091,0.0,0.0,K_Scratch,K_Scratch
0,7,0,538,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,609,0.0,0.0,0.9322393851246791,0.06764950376420965,0.0,0.0,0.0001111111111111111,K_Scratch,K_Scratch
0,7,0,640,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,423,0.0005,0.0,0.9995,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,553,0.002793284493284493,0.00013333333333333334,0.9665675522190227,0.025570914869444284,0.0031309523809523814,0.0,0.001803962703962704,K_Scratch,K_Scratch
0,7,0,470,0.0,0.0,0.9988055555555555,0.0010277777777777776,0.0,0.0,0.00016666666666666666,K_Scratch,K_Scratch
0,7,0,504,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,565,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,589,0.01568802427108794,0.002929623970800441,0.8051995352255468,0.11490423667588918,0.003761603102779573,0.006693250127925051,0.0508237266259712,K_Scratch,K_Scratch
0,7,0,546,0.0,0.0,0.9989750000000001,0.0010249999999999999,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,498,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,477,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,371,0.08959326762848432,0.003998411555764496,0.5265900417312754,0.30851238170042505,0.03285507531684002,0.03208127364177976,0.006369548425430779,K_Scratch,K_Scratch
0,7,0,436,0.027061437853736263,0.006129041220217691,0.6555076630784603,0.18305336226366173,0.019082505729564547,0.003189841204547087,0.1059761486498127,K_Scratch,K_Scratch
0,7,0,689,0.0,0.0,0.9655892551892553,0.03441074481074481,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,716,0.002934920634920635,0.0,0.9895912698412699,0.004807142857142857,0.0,0.0,0.0026666666666666666,K_Scratch,K_Scratch
0,7,0,481,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,7,0,69,0.2893576755097553,0.0035499033646092465,0.0038513355065986636,0.45861662847479984,0.2396248716420208,0.0,0.004999585502217081,Other_Faults,Pastry
0,7,0,91,0.07301255725145614,0.02290105914037802,0.013935387239179805,0.3190729959671802,0.5564302297672417,0.0006666666666666666,0.013981103967897614,Pastry,Pastry
0,7,0,84,0.2786875968205031,0.013677923707736604,0.08402448174460561,0.4826620183370023,0.11847914655460165,0.0045393835696467275,0.017929449265904375,Other_Faults,Pastry
0,7,0,100,0.19704044067731383,0.044283523339405696,0.010359496506245732,0.6308223479118064,0.10785096143794295,0.007465162408970461,0.0021780677183153964,Other_Faults,Pastry
0,7,0,25,0.1119828554400537,0.017759849103424957,0.02708135195042315,0.36388385727791295,0.47490122387416517,0.00015384615384615385,0.004237016200174096,Pastry,Pastry
0,7,0,156,0.06468521478521477,0.005930380730380731,0.0,0.046359994254111886,0.6316658346555399,0.0,0.2513585755747524,Pastry,Pastry
0,7,0,102,0.06550458604825274,0.00498856935118545,0.0478817451988343,0.38347321837405907,0.4901391087122645,0.00015384615384615385,0.00785892616155774,Pastry,Pastry
0,7,0,114,0.018418000583867455,0.0304495562543079,0.0037604586933534306,0.20766833389610365,0.7363075212115325,0.0,0.0033961293608352435,Pastry,Pastry
0,7,0,119,0.011547942494382124,0.026006723854509556,0.005074220891356442,0.14113208707917618,0.8014615407128436,0.0,0.014777484967732646,Pastry,Pastry
0,7,0,64,0.363062519576613,0.007590049962650582,0.00034640522875816995,0.47376962376550474,0.1509071463098654,0.00011764705882352942,0.004206608097784568,Other_Faults,Pastry
0,7,0,129,0.052476429518642446,0.008620813010518893,0.002423824215000686,0.332000463942438,0.6016527117376426,0.0,0.0028257575757575757,Pastry,Pastry
0,7,0,61,0.30156083896261593,0.011236188593541535,0.0001111111111111111,0.4557417075920746,0.22177837625773417,0.002787675070028011,0.006784102412894983,Other_Faults,Pastry
0,7,0,130,0.08212764944034295,0.061242487469530815,0.02218032131267424,0.21989572275162061,0.5613124446365465,0.0007538461538461539,0.05248752823543845,Pastry,Pastry
0,7,0,126,0.028017363032564274,0.010650131009341536,0.009770561301443655,0.11129101524206786,0.8320041711728247,0.0,0.008266758241758243,Pastry,Pastry
0,7,0,72,0.22010259962909925,0.1063787672595722,0.0027693528693528693,0.24018368272168467,0.4208971419992041,0.0,0.0096684555210871,Pastry,Pastry
0,7,0,125,0.032127682422496646,0.0294936750611976,0.025296029543660434,0.29418754803414404,0.5667074754987315,0.0002,0.05198758943977008,Pastry,Pastry
0,7,0,209,0.0435317282075796,0.0005333333333333334,0.010471145194674607,0.17586060185657712,0.08985952181633297,0.0,0.6797436695915027,Z_Scratch,Z_Scratch
0,7,0,173,0.002168290043290043,0.0,0.0002727272727272727,0.023150275163433057,0.0031479437229437225,0.0,0.971260763797606,Z_Scratch,Z_Scratch
0,7,0,216,0.0034627705627705624,0.0010666666666666667,0.0,0.019943645243645246,0.006125274725274726,0.0,0.9694016428016429,Z_Scratch,Z_Scratch
0,7,0,169,0.001337121212121212,0.0,0.0,0.010197258297258299,0.001681818181818182,0.0,0.9867838023088022,Z_Scratch,Z_Scratch
0,7,0,198,0.15234221123098507,0.0,0.0007916666666666666,0.28346326991721743,0.0026787878787878786,0.001213888888888889,0.5595101754174538,Z_Scratch,Z_Scratch
0,7,0,294,0.002844047619047619,0.0,0.0,0.04020429570429569,0.006869963369963371,0.0,0.9500816933066935,Z_Scratch,Z_Scratch
0,7,0,179,0.09695766755566869,0.0,0.00026785714285714287,0.15566330432130007,0.0022903648638942756,0.0011190548014077427,0.7437017513148719,Z_Scratch,Z_Scratch
0,7,0,223,0.0,0.0,0.0,0.0016666666666666668,0.000784313725490196,0.0,0.9975490196078431,Z_Scratch,Z_Scratch
0,7,0,287,0.001625,0.0,0.0,0.002813888888888889,0.0007760683760683761,0.0,0.9947850427350429,Z_Scratch,Z_Scratch
0,7,0,279,0.0011785714285714286,0.0,0.0,0.0024664224664224664,0.0006857142857142857,0.0,0.9956692918192919,Z_Scratch,Z_Scratch
0,7,0,191,0.03420221949533094,0.00036363636363636367,0.002275,0.0744557816223451,0.0029929920956236742,0.0020376484626484625,0.8836727219604152,Z_Scratch,Z_Scratch
0,7,0,344,0.2211543091815681,0.026583457263410812,0.004652966477966479,0.5776507971204995,0.03644168856599196,0.009742661515060225,0.12377411987550302,Other_Faults,Z_Scratch
0,7,0,180,0.0007333333333333333,0.0,0.0,0.020239735264735263,0.0004,0.0,0.9786269314019316,Z_Scratch,Z_Scratch
0,7,0,262,0.018792378235799292,0.00036363636363636367,0.0009555555555555555,0.052368676292747496,0.0,0.003130780330780331,0.9243889732214813,Z_Scratch,Z_Scratch
0,7,0,325,0.004342460317460318,0.0,0.0,0.06562662128145703,0.0013474969474969475,0.0,0.9286834214535857,Z_Scratch,Z_Scratch
0,7,0,278,0.005046031746031746,0.0005333333333333334,0.0017777777777777776,0.015270085470085471,0.00013333333333333334,0.0,0.9772394383394387,Z_Scratch,Z_Scratch
0,7,0,286,0.008118009768009771,0.0,0.0,0.037023522487144765,0.023695369499781262,0.00031578947368421053,0.93084730877138,Z_Scratch,Z_Scratch
0,7,0,164,0.00275974025974026,0.0009857142857142857,0.0004,0.04004705494883513,0.007688492063492064,0.0,0.9481189984422185,Z_Scratch,Z_Scratch
0,7,0,214,0.002296103896103896,0.0005333333333333334,0.0,0.023792630572042332,0.002864835164835165,0.0,0.9705130970336855,Z_Scratch,Z_Scratch
0,7,0,753,0.0008,0.0,0.009366666666666666,0.0,0.0,0.9898333333333332,0.0,Stains,Stains
0,7,0,786,0.0003333333333333333,0.0,0.0016666666666666666,0.0013833333333333332,0.0,0.9966166666666667,0.0,Stains,Stains
0,7,0,780,0.0006714285714285714,0.0,0.05889213564213563,0.03127308802308801,0.0,0.9091633477633477,0.0,Stains,Stains
0,7,0,755,0.0008,0.0,0.004,0.0005,0.0,0.9947,0.0,Stains,Stains
0,7,0,756,0.0008,0.0,0.00853809523809524,0.007035714285714287,0.0,0.9836261904761905,0.0,Stains,Stains
0,7,0,778,0.0,0.0,0.007338095238095239,0.007035714285714287,0.0,0.9856261904761905,0.0,Stains,Stains
0,7,0,809,0.0008142857142857143,0.0,0.06991832611832609,0.013003124653124658,0.0002857142857142857,0.9159785492285495,0.0,Stains,Stains
0,8,0,934,0.5448545165360956,0.005563790838790838,0.0019116447278211986,0.3616815574575636,0.08139556237536111,0.001125,0.0034679280643676925,Bumps,Bumps
0,8,0,981,0.5066974922992585,0.012036507721724437,0.013689038979596259,0.4094736853749393,0.04678006811303888,0.008037449805096863,0.003285757706345942,Bumps,Bumps
0,8,0,1178,0.3079330299301664,0.00550510293202109,0.011792669258845728,0.6272307391241,0.03626298583597345,0.0014013157894736841,0.00987415712942029,Other_Faults,Bumps
0,8,0,1078,0.47406958290083423,0.023006608707396153,0.005116220911871067,0.36280682931686686,0.10521094017654326,0.023372628655351762,0.0064171893311367,Bumps,Bumps
0,8,0,1062,0.459552828097405,0.009169037120430306,0.0020578473813767932,0.4027471345721031,0.11783332444241729,0.0004857142857142857,0.00815411410055373,Bumps,Bumps
0,8,0,1196,0.21979486598712605,0.0005673223834988541,0.0402212003940332,0.701517372393688,0.032751676436738354,0.0008888888888888888,0.004258673516026458,Other_Faults,Bumps
0,8,0,1031,0.6258722460321867,0.013453179966411892,0.002164147780324251,0.2568849242918432,0.09462534718202041,0.0018194932518461931,0.005180661495367379,Bumps,Bumps
0,8,0,895,0.6969883335493863,0.005243419489007723,0.004967647058823529,0.23333268464122892,0.03747535961458559,0.01173539597657245,0.010257159670394964,Bumps,Bumps
0,8,0,988,0.6015969660426621,0.00203951048951049,0.008836197746182266,0.366705256511186,0.015935927574317665,0.00025,0.004636141636141636,Bumps,Bumps
0,8,0,936,0.46083371729749456,0.008042989552587075,0.0029023310023310023,0.32174369362148003,0.2038365176103567,0.00042857142857142855,0.0022121794871794867,Bumps,Bumps
0,8,0,960,0.8728239135178696,0.0004,0.010393580104106421,0.10995604407221386,0.005076462305810131,0.0,0.00135,Bumps,Bumps
0,8,0,1008,0.3560850671791228,0.008672970734116244,0.006777760105391686,0.4894725521012843,0.10867624650293262,0.004559126984126983,0.025756276393025614,Other_Faults,Bumps
0,8,0,985,0.458255649394652,0.008244567792925579,0.0068412040286182155,0.4894183366539235,0.00361882737145895,0.001296775446775447,0.032324639311646315,Other_Faults,Bumps
0,8,0,1017,0.5818441401499445,0.0019043956043956042,0.02585352363494777,0.35134005600821455,0.0321773414957935,0.0,0.006880543106704098,Bumps,Bumps
0,8,0,1159,0.7328668596384947,0.001907157548334019,0.004168445322793149,0.24771237567577933,0.002487851037851038,0.0,0.010857310776748116,Bumps,Bumps
0,8,0,1043,0.16389967792314492,0.009773345969475997,0.0032905200578575186,0.7145164963871322,0.09189731236943315,0.0027478407557354925,0.01387480653722073,Other_Faults,Bumps
0,8,0,880,0.5554579740868305,0.008091680249574988,0.012860357736518727,0.32359145920470994,0.0765318365385232,0.013648468281841547,0.00981822390200099,Bumps,Bumps
0,8,0,1220,0.9317276800426959,0.0007076923076923077,0.002293276168276168,0.06065746259244709,0.0015285714285714284,0.0,0.0030853174603174605,Bumps,Bumps
0,8,0,1030,0.5860570789633482,0.019465141188361,0.0028418680992210402,0.3521506656054645,0.034250456432112775,0.0008888888888888888,0.004345900822603608,Bumps,Bumps
0,8,0,1129,0.6654953658762939,0.00199047619047619,0.015938159436189495,0.2512126626206706,0.05211185076017892,0.009701485116190999,0.00355,Bumps,Bumps
0,8,0,891,0.797897686509808,0.00115,0.0008144796380090498,0.14191155342466422,0.05619029141652975,0.0,0.0020359890109890107,Bumps,Bumps
0,8,0,943,0.8015227617680778,0.0006352941176470588,0.0009338345864661654,0.15510616549698192,0.040538451967335375,0.0,0.0012634920634920633,Bumps,Bumps
0,8,0,1225,0.6563114340290215,0.01316752258749163,0.0042719039130803835,0.305020858609541,0.00866606693959635,0.006321859830915558,0.006240354090354091,Bumps,Bumps
0,8,0,909,0.7671069222728483,0.0006797385620915033,0.0016738095238095236,0.18189171434464338,0.04654630014509203,0.0,0.0021015151515151515,Bumps,Bumps
0,8,0,1246,0.5951183221202156,0.018856922480684084,0.0066301502273470245,0.3480980284718049,0.0170911240544502,0.0030744711944402344,0.011130981451058179,Bumps,Bumps
0,8,0,974,0.13682909837242535,0.517857434793112,0.0015268683071314648,0.13084613311935986,0.19114701878751233,0.0027887085137085136,0.019004738106750484,Dirtiness,Bumps
0,8,0,896,0.6991750768026933,0.00411360877684407,0.0038287581699346404,0.19638492075392952,0.07757686832259592,0.008533766233766234,0.010387000940236235,Bumps,Bumps
0,8,0,967,0.7033698541425074,0.02613594264352778,0.006726828314444413,0.2148087495959269,0.030204841603633487,0.01324895686013333,0.00550482683982684,Bumps,Bumps
0,8,0,1197,0.42402139639387243,0.0035578865578865583,0.003443428793428793,0.5375182306371629,0.006370962164770214,0.011557395167611883,0.013530700285266848,Other_Faults,Bumps
0,8,0,1112,0.24770833121986388,0.006319577438385488,0.07659486277568321,0.5859281195103488,0.0049100174679122055,0.004248045255398196,0.0742910463324086,Other_Faults,Bumps
0,8,0,1067,0.5057631739966263,0.008320960281548518,0.018291233766233768,0.4336350825919865,0.0210153431449871,0.0065506204579734,0.0064235857606445845,Bumps,Bumps
0,8,0,1075,0.6669420700086726,0.002720203360451039,0.01874601766842854,0.2220206377185151,0.05788383654192982,0.020528834894036122,0.011158399807966372,Bumps,Bumps
0,8,0,1256,0.45753306200208627,0.0045561289587605375,0.009916634586603629,0.4491891019824314,0.026351363016068895,0.0020924333836098543,0.05036127607043944,Bumps,Bumps
0,8,0,1265,0.4459911731569455,0.013111988501694384,0.0013824175824175824,0.3961177872728521,0.06205173031004232,0.0014262626262626264,0.07991864054978544,Bumps,Bumps
0,8,0,1107,0.22867320538594543,0.009753122814577922,0.017543563789152023,0.6218756182701705,0.02541205867060355,0.035074785096224706,0.06166764597332642,Other_Faults,Bumps
0,8,0,1162,0.8958298675782426,0.0002583333333333333,0.004586093438725018,0.09211117545165537,0.005359768293282226,0.0,0.0018547619047619048,Bumps,Bumps
0,8,0,1056,0.7918294737484833,0.003206302521008403,0.005350941335925855,0.16653848729803786,0.008395059146220137,0.00025,0.024429735950324175,Bumps,Bumps
0,8,0,1234,0.3838129719781421,0.04642441111520059,0.008287064397590714,0.5050111098653672,0.03806042774734723,0.0073075855087465,0.011096429387605859,Other_Faults,Bumps
0,8,0,929,0.9431061225238472,0.0010607142857142857,0.003538919413919414,0.04364355051553193,0.0034484412646177353,0.0,0.005202251996369644,Bumps,Bumps
0,8,0,1200,0.3873068134417143,0.005129530954978524,0.005689653561093189,0.564272041458489,0.0022306637806637805,0.009005068460950812,0.026366228342110026,Other_Faults,Bumps
0,8,0,1751,0.013811170932610556,0.00400118288144604,0.0012714653767285347,0.13083259839986522,0.011868634633340515,0.0,0.838214947776009,Z_Scratch,Other_Faults
0,8,0,1857,0.041765413181589654,0.0031861258023022725,0.006529580237892258,0.9197409796597266,0.02391025405966582,0.0007777777777777776,0.004089869281045751,Other_Faults,Other_Faults
0,8,0,1642,0.2855436412133609,0.11018297913418056,0.02973034158823631,0.42859580855385476,0.06501469704168988,0.06104297440032734,0.019889558068350636,Other_Faults,Other_Faults
0,8,0,1542,0.17047948443511446,0.06401966202311472,0.058213549244461864,0.6093718513979551,0.027539820430687305,0.048642100701156425,0.021733531767510094,Other_Faults,Other_Faults
0,8,0,1566,0.2242749554046709,0.06392038726293674,0.00412065712065712,0.49903427983444765,0.18683313735889473,0.005437121212121212,0.016379461806272283,Other_Faults,Other_Faults
0,8,0,1514,0.18413798813716456,0.11571764451925179,0.0026411477411477408,0.21772812366661481,0.4367502505216669,0.0031682186234817814,0.03985662679067241,Pastry,Other_Faults
0,8,0,1463,0.40097148400775884,0.0095982683982684,0.0523210812184032,0.4106396343939632,0.10550519456463735,0.0025934065934065933,0.018370930823562396,Other_Faults,Other_Faults
0,8,0,1916,0.11417770603411338,0.006244155844155843,0.03404735829529945,0.7897134888427859,0.0099186431215843,0.01230083266406796,0.033597815197993555,Other_Faults,Other_Faults
0,8,0,1676,0.3101819250692923,0.0009151515151515152,0.05828070299153887,0.5808080933775844,0.014015477401855114,0.0006111111111111112,0.03518753853346664,Other_Faults,Other_Faults
0,8,0,1805,0.1174774242661813,0.001725531173807036,0.0010469696969696968,0.8252799323292028,0.013493543147225341,0.017453923725053753,0.023522675661560445,Other_Faults,Other_Faults
0,8,0,1345,0.3005871306695429,0.007605069397406861,0.016962529936523744,0.4196087135360565,0.23940443759893965,0.003681746031746032,0.012150372829784596,Other_Faults,Other_Faults
0,8,0,1725,0.10706143549522679,0.08334205536166771,0.00709125935124387,0.4471847796806178,0.33378786158629803,0.0008,0.020732608524945986,Other_Faults,Other_Faults
0,8,0,1555,0.10656511718191632,0.6923749247843136,0.0015752247752247753,0.09558837002799181,0.09241391547871235,0.0006158730158730159,0.010866574735968328,Dirtiness,Other_Faults
0,8,0,1465,0.2779610309896205,0.0012113237639553428,0.07526035261951673,0.5182716434020657,0.1209442922484854,0.00274551282051282,0.0036058441558441557,Other_Faults,Other_Faults
0,8,0,1553,0.07580121488680183,0.6547845965822809,0.003286488511488511,0.1348082196549656,0.10134912353690803,0.0016774114774114775,0.028292945350143487,Dirtiness,Other_Faults
0,8,0,1710,0.11404330792186837,0.01899102849335047,0.046922209730414034,0.6285937748840998,0.12622193641125543,0.005635619523235622,0.05959212303577629,Other_Faults,Other_Faults
0,8,0,1370,0.1213615847688604,0.006091830065359476,0.002095996401259559,0.8209637306707745,0.011109120454708691,0.020383853805293433,0.017993883833744517,Other_Faults,Other_Faults
0,8,0,1434,0.24885171359129504,0.00035467980295566506,0.0002666666666666667,0.6868262395868036,0.06227192006823584,0.0012124060150375939,0.00021637426900584795,Other_Faults,Other_Faults
0,8,0,1554,0.12634450091793628,0.6620712966984706,0.001327930402930403,0.10329106461358452,0.09214320686156408,0.001191658015187427,0.01363034249032701,Dirtiness,Other_Faults
0,8,0,1907,0.11942007697496868,0.0040741818638877466,0.18664114513969018,0.5531646060389558,0.0014728937728937727,0.010717843104607815,0.12450925310499615,Other_Faults,Other_Faults
0,8,0,1406,0.3534155776778819,0.0005558126084441874,0.01028258922020532,0.5745086600810636,0.05346686278138087,0.0,0.007770497631023947,Other_Faults,Other_Faults
0,8,0,1600,0.050564704327320416,0.010939923964923961,0.00380269622018848,0.9019225961546867,0.01619334635952283,0.002203868353868354,0.01437286461948933,Other_Faults,Other_Faults
0,8,0,1591,0.21629049896350358,0.11328955537253775,0.014877902844526884,0.27270279820686344,0.38193219333051776,0.00029166666666666664,0.0006153846153846154,Pastry,Other_Faults
0,8,0,1415,0.39993938296907505,0.012336160638467137,0.007362472615104193,0.4510663514040889,0.1220682819115496,0.0019951027300872505,0.005232247731628536,Other_Faults,Other_Faults
0,8,0,1541,0.44503793980526773,0.001696969696969697,0.03596596959112438,0.45489855294556125,0.05322412618819537,0.0008367889420520999,0.0083396528308293,Other_Faults,Other_Faults
0,8,0,1432,0.5986826499008386,0.00442890247007894,0.01601551956815115,0.37032621509897073,0.00852528439053207,0.00025,0.0017714285714285714,Bumps,Other_Faults
0,8,0,1392,0.09102087719641905,0.007000916567093038,0.15798224479339038,0.6533428439207851,0.0027310966810966814,0.05846719433816953,0.029454826503046306,Other_Faults,Other_Faults
0,8,0,1288,0.03460159042285843,0.002327657487440096,0.06051428304970032,0.8585789608808058,0.005572663447663448,0.0007428571428571429,0.037661987568674865,Other_Faults,Other_Faults
0,8,0,1678,0.4682744025397982,0.008343734000777344,0.004102984817115252,0.44606384393613463,0.021178612435036586,0.0013714285714285714,0.05066499369970901,Bumps,Other_Faults
0,8,0,1399,0.16401549878570018,0.006215166206342676,0.4078474206821731,0.37195260045252304,0.023471933046313842,0.0022634920634920634,0.024233888763455322,K_Scratch,Other_Faults
0,8,0,1747,0.30214708430507,0.004005407458039037,0.005638562985002615,0.6508198409613007,0.012503287218457497,0.018166932198834196,0.006718884873296639,Other_Faults,Other_Faults
0,8,0,1461,0.5967614231965371,0.003753102453102453,0.0052374634086243994,0.272011279214571,0.09663693511854504,0.013999820114525994,0.011599976494094139,Bumps,Other_Faults
0,8,0,1762,0.16195002231918046,0.05489550838962267,0.08496356331147357,0.48353887274700635,0.07876233315163525,0.005964181570063923,0.129925518511018,Other_Faults,Other_Faults
0,8,0,1459,0.28657718993813347,0.012011465400784288,0.017730122689488016,0.5631538623518832,0.1043549562920442,0.007065779396042554,0.009106623931623932,Other_Faults,Other_Faults
0,8,0,1635,0.4202993297094167,0.001430602524410574,0.019123372499533484,0.49264825475233187,0.061228794027323445,0.0,0.005269646486983949,Other_Faults,Other_Faults
0,8,0,1540,0.2002516727215442,0.05562819976160601,0.04346893025835682,0.6444342460810157,0.019222289475230647,0.01620737007230815,0.020787291629938687,Other_Faults,Other_Faults
0,8,0,1451,0.5695953026455605,0.010717351698046945,0.0135556453350571,0.3363407408422181,0.04346902553071283,0.0025247086247086247,0.02379722532369591,Bumps,Other_Faults
0,8,0,1928,0.20230176617290965,0.023298613349155145,0.08919258325953375,0.5430332399690021,0.0988462362255235,0.00221675342201658,0.04111080760185955,Other_Faults,Other_Faults
0,8,0,1692,0.09015008216241961,0.034428016384686184,0.017022720279376628,0.6710298719663996,0.10974861252483488,0.001931096681096681,0.07568960000118637,Other_Faults,Other_Faults
0,8,0,1705,0.03973403952428721,0.001497835497835498,0.016123052764229238,0.9093223777512477,0.03020508984479572,0.00036507936507936505,0.0027525252525252525,Other_Faults,Other_Faults
0,8,0,1720,0.09862444816105813,0.0036632478632478635,0.01709494750736169,0.8681852140523362,0.007949770490946962,0.0001111111111111111,0.004371260813938159,Other_Faults,Other_Faults
0,8,0,1834,0.021257316196015882,0.01853809441332661,0.02735798364861832,0.8685989650098784,0.02236154620233567,0.03758623882996947,0.004299855699855699,Other_Faults,Other_Faults
0,8,0,1416,0.24110294184161468,0.006876438049967464,0.004674136767944818,0.6570067640967191,0.06882547816720656,0.011502040007922364,0.010012201068625217,Other_Faults,Other_Faults
0,8,0,1820,0.13454791482003298,0.03270321782396422,0.006929000531632111,0.4005175658889652,0.37829719700589287,0.00015384615384615385,0.04685125777566684,Other_Faults,Other_Faults
0,8,0,1768,0.056616988283474355,0.002456453634085213,0.013095664861454333,0.9090208631066212,0.002546978021978022,0.0006428571428571428,0.015620194949529312,Other_Faults,Other_Faults
0,8,0,1654,0.19048267755292533,0.012194792496804881,0.043235096723022406,0.6476506039312238,0.05219071621876574,0.027442604127898233,0.026803508949359657,Other_Faults,Other_Faults
0,8,0,1792,0.3792134376957005,0.0018589979851589757,0.0010408072319837026,0.45555225190881304,0.15347098586909866,0.0029215742977352884,0.005941945011510229,Other_Faults,Other_Faults
0,8,0,1749,0.07285610903506991,0.002125,0.3598655017325294,0.5391376069754419,0.002479948646125116,0.0,0.023535833610833615,Other_Faults,Other_Faults
0,8,0,1632,0.1203627542993642,0.005418736492265905,0.0006649572649572649,0.8345312616979502,0.023402128745007997,0.008788269358780193,0.00683189214167475,Other_Faults,Other_Faults
0,8,0,1860,0.42628807466452606,0.00023529411764705883,0.01835371048799841,0.4820983267455934,0.06719353080936398,0.0,0.005831063174871224,Other_Faults,Other_Faults
0,8,0,1335,0.19076783017897453,0.013581899898907573,0.0040842118665648085,0.6149806781215527,0.15833503968257712,0.00015384615384615385,0.018096494097577683,Other_Faults,Other_Faults
0,8,0,1546,0.29005821976613017,0.026967732439559054,0.07658649653923649,0.5370550858017109,0.02181931967241565,0.02942675937753337,0.018086386403414267,Other_Faults,Other_Faults
0,8,0,1626,0.5617440274004873,0.0012705882352941175,0.0009904908816673523,0.3961977452682221,0.033799243384380666,0.0002222222222222222,0.005775682607725952,Bumps,Other_Faults
0,8,0,1391,0.0882443720881802,0.009028466665773166,0.08426869966978329,0.7642744783424348,0.0016314069487444102,0.014430233354536758,0.038122342930547254,Other_Faults,Other_Faults
0,8,0,1853,0.18718121999147716,0.004195040743570156,0.00782483660130719,0.560986688322521,0.22698190588968642,0.0,0.012830308451438477,Other_Faults,Other_Faults
0,8,0,1609,0.458334509333116,0.00604777689630631,0.0002538461538461538,0.31314384299910597,0.21655859030030866,0.0,0.005661434317316669,Bumps,Other_Faults
0,8,0,1298,0.03857349139770056,0.003035107376283847,0.0013474089635854343,0.637375733371712,0.3152535994617396,0.0,0.004414659428978314,Other_Faults,Other_Faults
0,8,0,1870,0.18050207068054963,0.03521909371868316,0.007240152245415402,0.7521825137165967,0.020578003687059414,0.0011457983193277313,0.003132367632367632,Other_Faults,Other_Faults
0,8,0,1374,0.3123352750635492,0.010493952195035787,0.002240457610022827,0.5383595386116556,0.06206173635969029,0.012744316089826927,0.061764724070219414,Other_Faults,Other_Faults
0,8,0,1393,0.11694596511066248,0.011323943737720828,0.04178099026016981,0.7841310819280889,0.0036476888264813964,0.033830836950324766,0.00833949318655201,Other_Faults,Other_Faults
0,8,0,1661,0.840356166123627,0.0,0.0033275311204103773,0.1457271197970903,0.007750828334032667,0.0002666666666666667,0.0025716879581733527,Bumps,Other_Faults
0,8,0,1292,0.025015519611107834,0.011573220793654226,0.005867406037375077,0.8088955393509443,0.14306612440968355,0.0,0.0055821897972355644,Other_Faults,Other_Faults
0,8,0,1456,0.31168922874912053,0.009090322121978469,0.02235483860824417,0.5684218962721173,0.06690223607624331,0.007544682115270349,0.01399679605702624,Other_Faults,Other_Faults
0,8,0,1771,0.055677861153294574,0.0016977456753772542,0.0337065509653745,0.865924758314852,0.004029476895653366,0.004103253119429591,0.03486035387601884,Other_Faults,Other_Faults
0,8,0,1886,0.26249647875120335,0.004802347657976461,0.006635088475336153,0.43840436722747284,0.25536435920094636,0.023472222222222224,0.008825136464842348,Other_Faults,Other_Faults
0,8,0,1742,0.08042511056979697,0.002310504201680672,0.0411645861706233,0.842747009226471,0.006297781217750258,0.0021084967320261433,0.024946511881651205,Other_Faults,Other_Faults
0,8,0,1787,0.09659993815438092,0.0010793650793650793,0.025231782141147466,0.8530021608645909,0.010811220118031262,0.004632453683227677,0.00864307995925643,Other_Faults,Other_Faults
0,8,0,853,0.037853194182091064,0.8529189981583307,0.007499737680620034,0.05096619777599047,0.02337321069584159,0.002191025641025641,0.02519763586610067,Dirtiness,Dirtiness
0,8,0,842,0.008491207775563005,0.942620179277805,0.000696969696969697,0.02362155256587885,0.020709864309598456,0.0003076923076923077,0.0035525340664928767,Dirtiness,Dirtiness
0,8,0,865,0.35902170550691875,0.1438157370665112,0.0050520957370802574,0.4065455727888121,0.04839421211444361,0.013245380513878965,0.02392529627235509,Other_Faults,Dirtiness
0,8,0,822,0.06871379359063434,0.6082822253610248,0.012910419800357877,0.192795036029166,0.06169731918084656,0.006489043364043364,0.049112162673927366,Dirtiness,Dirtiness
0,8,0,841,0.010310205444560674,0.9356951792778051,0.000696969696969697,0.02581257820690449,0.023624840999575146,0.0003076923076923077,0.0035525340664928767,Dirtiness,Dirtiness
0,8,0,820,0.07314480776324231,0.7490244605688203,0.00415722218957513,0.08554870588871802,0.06720529008278034,0.0012863858363858362,0.01963312767047792,Dirtiness,Dirtiness
0,8,0,505,0.0,0.0,0.9938833333333333,0.006116666666666667,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,508,0.0,0.0,0.9993500000000001,0.00065,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,585,0.03059744457685566,0.002104761904761905,0.8695311316284261,0.07695694155353336,0.0013686274509803922,0.005881894240949969,0.01355919864449276,K_Scratch,K_Scratch
0,8,0,566,0.0,0.0,0.9991666666666666,0.0008333333333333333,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,571,0.052834040074132935,0.003293190143190143,0.5352678587786482,0.3402603063139133,0.003896176046176047,0.01251640764636121,0.05193202099757827,K_Scratch,K_Scratch
0,8,0,503,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,488,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,385,0.2048738658469155,0.0011761904761904763,0.3943713224769732,0.29326427611947736,0.10378857477232097,0.0010019607843137254,0.0015238095238095236,K_Scratch,K_Scratch
0,8,0,426,0.0,0.0,0.996588888888889,0.0034111111111111113,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,356,0.043010960118313055,0.0009516361089890502,0.49770407239819037,0.434100285988521,0.011084529849235733,0.011326835582717937,0.0018216799540328953,K_Scratch,K_Scratch
0,8,0,581,0.0,0.0,0.970413492063492,0.029586507936507935,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,551,0.013967057375029509,0.0017047619047619049,0.8961263769855876,0.07215341177570277,0.004200000000000001,0.00018181818181818183,0.011666573777100094,K_Scratch,K_Scratch
0,8,0,724,0.019722222222222224,0.0,0.8768977260441656,0.05815767688623725,0.008459401709401711,0.0,0.03676297313797312,K_Scratch,K_Scratch
0,8,0,598,0.0,0.0,0.9991919191919192,0.0008080808080808081,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,624,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,439,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,660,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,453,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,708,0.0,0.0,0.9983,0.0013,0.0,0.0,0.0004,K_Scratch,K_Scratch
0,8,0,459,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,682,0.0,0.0,0.9960833333333333,0.003916666666666666,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,623,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,637,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,413,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,693,0.0,0.0,0.9567401347018994,0.043259865298100594,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,395,0.0028571428571428567,0.0,0.9466306471306475,0.04094181929181927,0.0,0.0,0.00957039072039072,K_Scratch,K_Scratch
0,8,0,729,0.024448593760900243,0.0002380952380952381,0.8293600280868083,0.13089498777795988,0.00935641923436041,0.0006136363636363636,0.005088239538239538,K_Scratch,K_Scratch
0,8,0,580,0.0,0.0,0.9991363636363636,0.0008636363636363636,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,586,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,621,0.005979479670656141,0.0,0.13599928013163326,0.06170693522164104,0.0005454545454545454,0.795768850430616,0.0,Stains,K_Scratch
0,8,0,632,0.04112184564362514,0.0026305916305916304,0.7609559710357398,0.14743479793340483,0.003608995416348358,0.01320996707111258,0.031037831269178008,K_Scratch,K_Scratch
0,8,0,430,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,631,0.0,0.0,0.9977666666666667,0.0018333333333333333,0.0,0.0,0.0004,K_Scratch,K_Scratch
0,8,0,685,0.0,0.0,0.9936632034632036,0.0063367965367965365,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,381,0.0013333333333333333,0.0,0.9474535985686143,0.05062973476471927,0.0005833333333333333,0.0,0.0,K_Scratch,K_Scratch
0,8,0,362,0.0832415326671653,0.015573702931055871,0.3865402263800872,0.3120424172150818,0.1916234031792082,0.0022,0.008778717627401837,K_Scratch,K_Scratch
0,8,0,633,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,526,0.0,0.0,0.9623299422799426,0.03767005772005771,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,669,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,8,0,19,0.06562831856825665,0.036745894705569625,0.01895932205049852,0.3903951545216722,0.46023301781338855,0.0,0.028038292340614328,Pastry,Pastry
0,8,0,118,0.10051535929371787,0.06181566224154391,0.007271572871572871,0.4500883422906646,0.37712690771299284,0.000125,0.0030571555895085303,Other_Faults,Pastry
0,8,0,96,0.13303433253454805,0.01166453797021841,0.0022261734997029116,0.47744166741105004,0.36688704463235444,0.00015384615384615385,0.00859239779828015,Other_Faults,Pastry
0,8,0,30,0.1929942264479363,0.11514147898324441,0.007979291460173813,0.3187624561483447,0.360429379343604,0.0009871794871794872,0.003705988129517541,Pastry,Pastry
0,8,0,105,0.1906590892047685,0.00339201611082416,0.024392781599205746,0.6584254959129304,0.1117205847210626,0.0019865384615384615,0.009423493989670462,Other_Faults,Pastry
0,8,0,134,0.24007783176799874,0.044595273729127555,0.0020629148629148627,0.3145577211264828,0.3957174229699347,0.00026785714285714287,0.002720978400684283,Pastry,Pastry
0,8,0,37,0.09343832259931328,0.03586431283714564,0.014094204325086675,0.6204963254770682,0.20925820786368793,0.001841025641025641,0.02500760125667246,Other_Faults,Pastry
0,8,0,31,0.06871428841159294,0.00515281283044441,0.01301128943296126,0.16283254082556142,0.7483167297271012,0.0,0.0019723387723387725,Pastry,Pastry
0,8,0,10,0.06616656285750712,0.006269613513421563,0.005003347383610543,0.14708191130335105,0.7696481852340986,0.0,0.005830379708011287,Pastry,Pastry
0,8,0,14,0.10265893544879619,0.013575402048931456,0.030873916803870364,0.5256624567383081,0.30734447460863884,0.00014285714285714284,0.019741957208598074,Other_Faults,Pastry
0,8,0,78,0.07633654066390974,0.0379481465558865,0.043869328908105985,0.24879730699297276,0.5589824268752589,0.0,0.034066250003866094,Pastry,Pastry
0,8,0,62,0.4491229862788384,0.006836516991780151,0.00011764705882352942,0.4684722858556617,0.06553090029427354,0.0026134920634920634,0.007306171457130536,Other_Faults,Pastry
0,8,0,121,0.04472845370659612,0.013860304195288713,0.0013063315339631129,0.23837351846886326,0.6927176543297863,0.0,0.009013737765502471,Pastry,Pastry
0,8,0,5,0.12007338334180445,0.026910108132321753,0.02168458734248208,0.30939098722227193,0.5156635299925396,0.000125,0.006152403968580439,Pastry,Pastry
0,8,0,57,0.206898084354586,0.006372319510554803,0.0015838383838383838,0.5735785952094002,0.1922132654342562,0.001943994601889339,0.017409902505475264,Other_Faults,Pastry
0,8,0,12,0.08924543740834634,0.01525863560244365,0.013203383458646615,0.30824950533508005,0.5635155368698391,0.0005,0.01002750132564374,Pastry,Pastry
0,8,0,219,0.046459334187073445,0.010018815484032877,0.0012444444444444445,0.05305582538376653,0.04183440981962652,0.0,0.8473871706810565,Z_Scratch,Z_Scratch
0,8,0,232,0.014452212464626649,0.0006153846153846154,0.0012,0.055376911304172695,0.0013468253968253968,0.001868149824032177,0.9251405163949584,Z_Scratch,Z_Scratch
0,8,0,167,0.0009,0.0,0.0,0.009453968253968255,0.0002,0.0006111111111111112,0.9888349206349206,Z_Scratch,Z_Scratch
0,8,0,166,0.023786956447405357,0.0,0.0011764705882352942,0.05502497808349198,0.014388809943066908,0.00030526315789473684,0.9053175217799063,Z_Scratch,Z_Scratch
0,8,0,172,0.020493877120919796,0.00017391304347826085,0.0,0.03685928201074587,0.01299182556573861,0.00016666666666666666,0.9293144355924509,Z_Scratch,Z_Scratch
0,8,0,283,0.0026348149786230277,0.0,0.0,0.019383353093415014,0.0,0.0,0.9779818319279621,Z_Scratch,Z_Scratch
0,8,0,347,0.15765839896354997,0.06489100153148475,0.004753802484065643,0.3227423669842073,0.22943273510974752,0.0007757936507936508,0.21974590127615173,Other_Faults,Z_Scratch
0,8,0,229,0.0007909774436090226,0.0,0.0,0.005604845446950711,0.0009714285714285714,0.0,0.9926327485380116,Z_Scratch,Z_Scratch
0,8,0,247,0.03318916765956407,0.0017477272727272725,0.0009728937728937729,0.05959894252522129,0.10168936858859123,0.0,0.8028019001810025,Z_Scratch,Z_Scratch
0,8,0,163,0.022089950881591734,0.0003076923076923077,0.0008214285714285714,0.08209285606034832,0.017362493706843556,0.00045,0.8768755784720963,Z_Scratch,Z_Scratch
0,8,0,158,0.25451488368222314,0.00393979303977756,0.0015613199665831246,0.7218783492651144,0.009319359175396325,0.003902961537572521,0.004883333333333333,Other_Faults,Z_Scratch
0,8,0,178,0.0060546120546120545,0.0,0.0005,0.027439154636213457,0.005367502758679229,0.0002,0.9604387305504953,Z_Scratch,Z_Scratch
0,8,0,181,0.036396274774865435,0.00017391304347826085,0.0013333333333333333,0.07564648761559851,0.03116924259315563,0.00016666666666666666,0.8551140819729024,Z_Scratch,Z_Scratch
0,8,0,205,0.015530426951789177,0.0,0.00035294117647058826,0.050719993791897816,0.003213888888888889,0.0013771038558964257,0.9288056453350574,Z_Scratch,Z_Scratch
0,8,0,237,0.006223787323787323,0.0010333333333333332,0.00015384615384615385,0.034583079012490775,0.014683579982109392,0.0,0.9433223741944329,Z_Scratch,Z_Scratch
0,8,0,253,0.30343724468431776,0.00046666666666666666,0.00707960805104768,0.6221682630380191,0.0034920634920634916,0.005140935491722947,0.05821521857616218,Other_Faults,Z_Scratch
0,8,0,246,0.0704954130115558,0.0001,0.0015855263157894736,0.16393280760646162,8.695652173913043e-05,0.0015755530129672004,0.7622237435314871,Z_Scratch,Z_Scratch
0,8,0,269,0.09526920445059503,0.0010818181818181818,0.023923160740188607,0.18518965408815333,0.0007726708074534161,0.003149360784143393,0.6906141309476489,Z_Scratch,Z_Scratch
0,8,0,312,0.09563090880567672,0.00031578947368421053,0.0019047619047619048,0.09161608407483698,0.3897429867260361,0.0007668016194331983,0.42002266739557087,Z_Scratch,Z_Scratch
0,8,0,795,0.011023809523809524,0.0005333333333333334,0.0003333333333333333,0.027271428571428568,0.0006666666666666666,0.9579214285714285,0.00225,Stains,Stains
0,8,0,788,0.004636277611277611,0.0,0.048518142968142955,0.028071398046398046,0.0,0.9187741813741819,0.0,Stains,Stains
0,8,0,746,0.0016620915032679738,0.0,0.012568000300353242,0.019415437830143708,0.0,0.9663544703662352,0.0,Stains,Stains
0,8,0,754,0.6522814844244015,0.03440638589137042,0.003932283849621311,0.23720757753015606,0.028517607873722418,0.03105033774618912,0.012604322684539399,Bumps,Stains
0,8,0,772,0.2787009499033596,0.011198861134602825,0.032520879298308956,0.6127556148036771,0.027072398828419143,0.018190665457693315,0.019560630573939898,Other_Faults,Stains
0,8,0,810,0.0,0.0,0.022913492063492066,0.001019047619047619,0.0,0.9760674603174606,0.0,Stains,Stains
0,8,0,797,0.010905830280830281,0.0001111111111111111,0.0020543956043956044,0.015137728937728943,0.0015555555555555557,0.9702353785103786,0.0,Stains,Stains
0,9,0,1106,0.10927832055263209,0.2423338777291867,0.018377353399954017,0.42869676443925187,0.15080960177593317,0.012335901963533544,0.03816818013950872,Other_Faults,Bumps
0,9,0,1070,0.6638821457109617,0.0034836080586080577,0.00043956043956043956,0.24780663727673893,0.028661741489093732,0.001917564745196324,0.053808742279840664,Bumps,Bumps
0,9,0,1132,0.5089526419385346,0.001343228488954697,0.03749726256678067,0.3605552190681843,0.059006447991591986,0.017044181179643552,0.015601018766310188,Bumps,Bumps
0,9,0,979,0.529406748854188,0.024418031189731276,0.019894258467710473,0.30402605146114003,0.09750767625824772,0.023640076220648964,0.001107157548334019,Bumps,Bumps
0,9,0,1179,0.871040077778296,0.0019190476190476188,0.003082295482295482,0.11698352464267463,0.006375054477686057,0.0,0.0006000000000000001,Bumps,Bumps
0,9,0,1198,0.770667572990268,0.001092436974789916,0.008752344464960565,0.20349982559841565,0.009126331795139846,0.0007857142857142857,0.006075773890711971,Bumps,Bumps
0,9,0,1131,0.701362346125181,0.002544378660555131,0.012813221745574681,0.22532864383339546,0.0338508120706263,0.018097881309474383,0.006002716255193037,Bumps,Bumps
0,9,0,1033,0.6420170251642289,0.014116692371955532,0.001571904024767802,0.315749106125624,0.019884242877566335,0.0005982905982905983,0.0060627388375672124,Bumps,Bumps
0,9,0,1257,0.1765149147689033,0.007239444619707778,0.0013310391363022941,0.29427185228951214,0.49698195606572576,0.0020355921855921854,0.02162520093425666,Pastry,Bumps
0,9,0,1093,0.42701494543669954,0.012076206329827274,0.0105132395808227,0.4680086405340968,0.05053203229967264,0.00914149244288563,0.022713443375995533,Other_Faults,Bumps
0,9,0,1051,0.604565361886833,0.0019190476190476188,0.009843797313797316,0.35929656798583975,0.015191167920486803,0.0,0.009184057273995353,Bumps,Bumps
0,9,0,1050,0.4981445481579039,0.003442391585023164,0.0009285714285714286,0.45268629818399153,0.028532959890201774,0.0018838157714318707,0.014381414982876237,Bumps,Bumps
0,9,0,925,0.8842780970577411,0.0012366946778711485,0.0022648692810457514,0.09216705584577106,0.0148054576916032,0.0005438596491228069,0.004703965796845054,Bumps,Bumps
0,9,0,874,0.2574823278963003,0.04834941181453562,0.034234249458906206,0.4437185506895253,0.1747908530921825,0.003140185304891187,0.03828442174365919,Other_Faults,Bumps
0,9,0,894,0.7923409837432281,0.0018668831168831166,0.0017981406507722299,0.17701055673568208,0.020384408963231817,0.0024787581699346408,0.00412026862026862,Bumps,Bumps
0,9,0,1122,0.06219665289131233,0.11677263830940299,0.006378654025712849,0.11783431019444959,0.6741628330304027,0.0,0.022654911548719594,Pastry,Bumps
0,9,0,916,0.6598517858933965,0.01240950324185618,0.0235700162926169,0.22748798719900823,0.0710462126281012,0.0012619047619047618,0.004372589983116299,Bumps,Bumps
0,9,0,1137,0.4112685600911405,0.007535644910644911,0.021448625067742717,0.3763956454524968,0.11846773460084142,0.02039009597213931,0.04449369390499421,Bumps,Bumps
0,9,0,917,0.5846970924791697,0.008335086954668999,0.0010262987012987015,0.3270082316652101,0.06848582027191931,0.00022424242424242424,0.01022322750349066,Bumps,Bumps
0,9,0,1032,0.7208043586788168,0.020192128820611787,0.002162540967804125,0.2221012490949025,0.023734123066476,0.0002222222222222222,0.010783377149166625,Bumps,Bumps
0,9,0,1035,0.07505648976066932,0.005656558061821221,0.0005,0.863511181439819,0.009209495114448674,0.03865005120438555,0.007416224418855999,Other_Faults,Bumps
0,9,0,962,0.6529578064497438,0.0032261127761127766,0.0019130351130351132,0.3241200019653751,0.014631604491663041,0.0004318181818181818,0.002719621022252601,Bumps,Bumps
0,9,0,968,0.2821432477972068,0.1942431853234485,0.03741441585590193,0.3191829725157362,0.14427929337701406,0.01350777229306641,0.00922911283762677,Other_Faults,Bumps
0,9,0,954,0.4925859172011339,0.003311991603168074,0.0013408496732026146,0.4521916415662083,0.03556160220068888,0.00022619047619047616,0.014781807279407897,Bumps,Bumps
0,9,0,1214,0.8656242405049375,0.004880310245310246,0.00373295739348371,0.10593302006387148,0.004172595704948647,0.0,0.01565687608744884,Bumps,Bumps
0,9,0,999,0.27054272372121685,0.020156987304958095,0.001611111111111111,0.6153574404196932,0.051824501997008394,0.0035621840148155944,0.03694505143119694,Other_Faults,Bumps
0,9,0,946,0.7908678977449568,0.0031775676937441637,0.0,0.17284267067985346,0.030357145646464537,0.0008552631578947368,0.0018994550770866563,Bumps,Bumps
0,9,0,1117,0.26194582071246836,0.0038970596882664456,0.010140968912408543,0.6767217732724197,0.007322197650990221,0.02074369498750304,0.019228484775944056,Other_Faults,Bumps
0,9,0,998,0.42815574087934766,0.009549783833297765,0.0014967171717171716,0.4784789849984899,0.07505744886348602,0.0,0.007261324253661715,Other_Faults,Bumps
0,9,0,1108,0.22715781943255314,0.020912275068450184,0.009182910999874923,0.6155722377971266,0.09302624715116783,0.015521632990407385,0.01862687656042078,Other_Faults,Bumps
0,9,0,1157,0.6877239517969709,0.0022117327117327115,0.010988042306850358,0.2824260155868669,0.004925512820512821,0.0,0.011724744777066759,Bumps,Bumps
0,9,0,995,0.3553399673097282,0.14156372162678268,0.00036363636363636367,0.4076425301491069,0.07789026849670279,0.007698171733741797,0.009501704320301795,Other_Faults,Bumps
0,9,0,1177,0.9400179729716749,0.0,0.00025,0.057734385780684065,0.0015342712842712843,0.0,0.0004633699633699633,Bumps,Bumps
0,9,0,1182,0.8572940048371628,0.00018181818181818183,0.0012290404040404043,0.13390559760717594,0.002711724386724387,0.0008571428571428571,0.0038206717259348833,Bumps,Bumps
0,9,0,1020,0.7958520686172089,0.0010880452880452883,0.0019160256410256408,0.18524940935957904,0.008980434065418583,0.0,0.006914017028722911,Bumps,Bumps
0,9,0,1128,0.6129421394102228,0.003940724624532674,0.04667302509114999,0.27793997536534154,0.031822519973856614,0.02299843856693702,0.003683176967959577,Bumps,Bumps
0,9,0,1042,0.5120656060929542,0.004493284493284493,0.0,0.32826044758706724,0.14704357094797962,0.0006029411764705882,0.0075341497022443325,Bumps,Bumps
0,9,0,1121,0.0681823458361384,0.01289771437712614,0.007293318609495081,0.19506620196109367,0.7056444807428549,0.0,0.010915938473291415,Pastry,Bumps
0,9,0,1094,0.4248458071110325,0.02332444814312832,0.010603428958008981,0.4555621490273684,0.04703988201453204,0.010484988240174,0.028139296505755647,Other_Faults,Bumps
0,9,0,1004,0.25664433022258115,0.030688667412738607,0.000941017316017316,0.6443242867890664,0.028257473898650354,0.0072813436563436565,0.03186288070460308,Other_Faults,Bumps
0,9,0,1484,0.025485679671205984,0.004398208980561921,0.012117123356519644,0.9030654709638792,0.039376042682433846,0.0005666666666666666,0.014990807678733373,Other_Faults,Other_Faults
0,9,0,1400,0.17741890612266847,0.003047343179696121,0.02443219248072188,0.7439733054329197,0.015168756086123834,0.013884178878434498,0.022075317819435464,Other_Faults,Other_Faults
0,9,0,1752,0.01604383214824391,0.0,0.0011766917293233085,0.6018758895267845,0.0011953027364792071,0.0,0.379708283859169,Other_Faults,Other_Faults
0,9,0,1668,0.06217785825898423,0.0,0.2958104218880534,0.5636841931328868,0.02269510040108708,0.0,0.0556324263189884,Other_Faults,Other_Faults
0,9,0,1326,0.037193164901833616,0.0006176470588235294,0.034162900618473366,0.9011146420830629,0.0011666666666666665,0.007030931607092599,0.018714047064047064,Other_Faults,Other_Faults
0,9,0,1767,0.08103399960892221,0.0002994652406417112,0.008639335337864748,0.8819905659012472,0.0011999999999999997,0.008990845875830399,0.01784578803549391,Other_Faults,Other_Faults
0,9,0,1339,0.06542859951366142,0.009162182425417718,0.015974502999284143,0.8370704531036686,0.03168700870553743,0.001011111111111111,0.03966614214132012,Other_Faults,Other_Faults
0,9,0,1439,0.23641838864012127,0.007008523373771052,0.0005,0.45781731717652446,0.29391570193453026,0.0009523809523809524,0.0033876879226724427,Other_Faults,Other_Faults
0,9,0,1660,0.3866300324419454,0.12281588006151876,0.02758338915985975,0.3207172451365211,0.12101423792626526,0.012146134498456482,0.009093080775433717,Bumps,Other_Faults
0,9,0,1342,0.32811685132593743,0.009899851155036915,0.010595218343747752,0.5601662640760326,0.06549847599424996,0.0092265615017937,0.01649677760320175,Other_Faults,Other_Faults
0,9,0,1420,0.436387327355345,0.013587410066788177,0.05207256852755237,0.3901549210324381,0.052121069914366436,0.028919135708669955,0.02675756739484024,Bumps,Other_Faults
0,9,0,1893,0.18087952029051108,0.008246533978577322,0.002476190476190476,0.7773026368771891,0.016582660957893156,0.003894050394050394,0.010618407025588344,Other_Faults,Other_Faults
0,9,0,1574,0.10556350190356453,0.011444974629848097,0.008096970773501935,0.7998705310793521,0.06639550076013931,0.0003176470588235294,0.00831087379477136,Other_Faults,Other_Faults
0,9,0,1575,0.035906424096311694,0.004081323400205484,0.0021276721214801707,0.8467802222249418,0.09628372291742605,0.0005636363636363637,0.014256998875998737,Other_Faults,Other_Faults
0,9,0,1736,0.09567431194162924,0.0028284632034632036,0.07177203751700655,0.7281587514409731,0.07127686895708504,0.0034942002442002436,0.026795366695642638,Other_Faults,Other_Faults
0,9,0,1667,0.5694503378203734,0.003494993894993895,0.0,0.3784114294835299,0.026189668351943873,0.0008657673595754091,0.021587803089583267,Bumps,Other_Faults
0,9,0,1776,0.12929347323643,0.008474409903821667,0.03099670706830149,0.7872698885423812,0.0066673854409451385,0.027782013694939375,0.009516122113180937,Other_Faults,Other_Faults
0,9,0,1939,0.07859850148475533,0.0006151515151515152,0.3130678164658514,0.47335045222108607,0.0031094219505984214,0.0027285353535353536,0.12853012100902203,Other_Faults,Other_Faults
0,9,0,1464,0.8290943832111011,0.0006523809523809522,0.00691620885707573,0.1549950089097923,0.006760596713228292,0.0003916666666666667,0.00118975468975469,Bumps,Other_Faults
0,9,0,1495,0.021111352235655644,0.0015031512605042016,0.0012722222222222221,0.9172530749350408,0.0428551005324225,0.001767669172932331,0.01423742964122221,Other_Faults,Other_Faults
0,9,0,1679,0.09174114741430332,0.0007909774436090226,0.028945666459443544,0.8649210291432295,0.003735851077027547,0.0038990450725744845,0.005966283389812802,Other_Faults,Other_Faults
0,9,0,1837,0.031136601012170386,0.007266648994280574,0.01847727044197632,0.905903299578631,0.017389676199721968,0.0013930618401206635,0.01843344193309868,Other_Faults,Other_Faults
0,9,0,1398,0.05426029179656585,0.0004,0.060966985194028524,0.8519327008278363,0.011695781342840163,0.005103926628926629,0.015640314209802705,Other_Faults,Other_Faults
0,9,0,1596,0.08783108541150005,0.13889472440184525,0.009577163734546965,0.5707160336078126,0.10600110578089447,0.003098949579831933,0.08388093748356909,Other_Faults,Other_Faults
0,9,0,1810,0.10673612491664723,0.009716291714821124,0.04765816562178792,0.674248491219897,0.018704668533706763,0.12471324356346918,0.018223014429670774,Other_Faults,Other_Faults
0,9,0,1348,0.08058056077535487,0.009198963254256698,0.0030551563589489286,0.29899363150004177,0.6038084746994231,0.0002538461538461538,0.004109367258128868,Pastry,Other_Faults
0,9,0,1868,0.08735299508712822,0.01638944429323686,0.0026511904761904763,0.8578859899989936,0.02277394324801445,0.0010176767676767678,0.01192876012876013,Other_Faults,Other_Faults
0,9,0,1804,0.25956456986986326,0.0011619047619047618,0.0005714285714285714,0.6183734454056434,0.11233627751116995,0.0017352941176470586,0.00625707976234292,Other_Faults,Other_Faults
0,9,0,1724,0.09362585043095885,0.0038954248366013067,0.05850568034476705,0.7698733571557741,0.06056269817176733,0.0005454545454545454,0.012991534514676927,Other_Faults,Other_Faults
0,9,0,1614,0.36426284256679003,0.012101884101450662,0.009297707847707847,0.5576295280072525,0.0017629795041559748,0.0029486715898480596,0.05199638638279505,Other_Faults,Other_Faults
0,9,0,1437,0.2030137335858531,0.005767523816053228,0.0004019607843137255,0.7377519609105692,0.007784876965140124,0.0024188034188034188,0.04286114051926744,Other_Faults,Other_Faults
0,9,0,1625,0.5313850035099733,0.0037650315370903607,0.0020019664545980333,0.42289807641319954,0.007343143371935942,0.0005934065934065934,0.032013372119796255,Bumps,Other_Faults
0,9,0,1910,0.054479882071832506,0.0021635067546832256,0.01974517744897002,0.8549151196670547,0.0035948301698301697,0.03703151170295132,0.028069972184678063,Other_Faults,Other_Faults
0,9,0,1384,0.11300656228838692,0.0036247602638906987,0.03381592372457562,0.8313563142724664,0.004355205699013748,0.007579856240288332,0.006261377511377512,Other_Faults,Other_Faults
0,9,0,1865,0.0650511933542893,0.006710213316095668,0.004014964040536123,0.9121954488180195,0.006277586096394147,0.0012826340326340328,0.00446796034203155,Other_Faults,Other_Faults
0,9,0,1453,0.4516759623103748,0.008623014730367671,0.028243987874870223,0.38761796187128994,0.1196111226548836,0.0013469298245614037,0.0028810207336523123,Bumps,Other_Faults
0,9,0,1602,0.11220464193006259,0.00036764705882352946,0.06638488108039191,0.795980685954538,0.013505554928387743,0.0008095238095238096,0.010747065238271996,Other_Faults,Other_Faults
0,9,0,1462,0.5297510821132474,0.005003496297304347,0.026506758394310544,0.35580277723943693,0.0627028794141501,0.008979672975803007,0.011253333565747755,Bumps,Other_Faults
0,9,0,1734,0.0504641367475497,0.001832683982683983,0.0316875534648418,0.842210772411358,0.029526664483196307,0.00436142191142191,0.039916766998948305,Other_Faults,Other_Faults
0,9,0,1336,0.10920509770587175,0.03175380403909815,0.006100231957584899,0.37685560445746213,0.454927413238636,0.0011507936507936507,0.0200070549505534,Pastry,Other_Faults
0,9,0,1806,0.31383715892892505,0.0005904761904761905,0.000712121212121212,0.6166166137906302,0.007790794548177777,0.0026268895990863954,0.05782594573058295,Other_Faults,Other_Faults
0,9,0,1906,0.08116530312391129,0.006491667319608496,0.12704852676563214,0.6413562288708137,0.009099769468577518,0.038715604613077347,0.0961228998383797,Other_Faults,Other_Faults
0,9,0,1584,0.3378309423145166,0.012610883005883006,0.004744844044844045,0.6030292722825512,0.024214234492343913,0.002010606060606061,0.0155592177992549,Other_Faults,Other_Faults
0,9,0,1413,0.2376723912873895,0.0031768981018981016,0.001414041514041514,0.6624850692618296,0.09110906021210916,0.002129997453526865,0.0020125421692060064,Other_Faults,Other_Faults
0,9,0,1708,0.06191057097327524,0.0010067873303167421,0.0803932556263826,0.766063744757135,0.04237270368202862,0.0,0.04825293763086195,Other_Faults,Other_Faults
0,9,0,1381,0.12316935978864375,0.0022522974101921475,0.006252775406567977,0.8461591909468272,0.0022700280112044817,0.00045,0.019446348436565144,Other_Faults,Other_Faults
0,9,0,1296,0.1196074280786882,0.0027954248366013072,0.047323859125625534,0.6783882748232746,0.14429593113937605,0.0008472222222222222,0.006741859774212716,Other_Faults,Other_Faults
0,9,0,1570,0.45694495995957507,0.00307965367965368,0.013926904665681753,0.5057115777235881,0.01629899670333107,0.0012142857142857142,0.002823621553884712,Other_Faults,Other_Faults
0,9,0,1887,0.10863990474236139,0.0030788069773363892,0.003236605551311433,0.5354226620147776,0.3301818759604467,0.0002222222222222222,0.019217922531544814,Other_Faults,Other_Faults
0,9,0,1722,0.03270821659682206,0.0,0.05633941224753918,0.886642713948381,0.005460892375598258,0.00015384615384615385,0.018694918677813414,Other_Faults,Other_Faults
0,9,0,1299,0.05310113051100398,0.005490620490620492,0.012583225924402395,0.8017598787896668,0.12040864245280461,0.0005317460317460317,0.006124755799755801,Other_Faults,Other_Faults
0,9,0,1735,0.06850673803283504,0.004505804283435863,0.04038723261602516,0.8272179605665273,0.029133086669989327,0.003441305916305917,0.0268078719148816,Other_Faults,Other_Faults
0,9,0,1452,0.5329639160461145,0.004051934984520124,0.016562201472418187,0.3996870829892501,0.04268940996224277,0.002204040404040404,0.0018414141414141414,Bumps,Other_Faults
0,9,0,1798,0.13544212700096603,0.0016476190476190475,0.0009883040935672513,0.776333880832644,0.02554329719643961,0.010731790133708292,0.049312981695056074,Other_Faults,Other_Faults
0,9,0,1457,0.5966113462037129,0.03304649907883654,0.006771461218520042,0.253744564332035,0.03455691118232509,0.0658028882934119,0.009466329691158064,Bumps,Other_Faults
0,9,0,1274,0.13870221060329438,0.01810006366182836,0.004672398800030378,0.29756985289429794,0.5280403914682856,0.0018365270350564468,0.011078555537207439,Pastry,Other_Faults
0,9,0,1629,0.2162763885551342,0.020534953316377457,0.004590235203393099,0.37276472599323524,0.38041006819561524,0.0015523809523809522,0.003871247783863883,Pastry,Other_Faults
0,9,0,1819,0.23821818375053608,0.04840775395877359,0.0017676865184739735,0.5175188712052717,0.17123316429675428,0.006449979346418976,0.016404360923771344,Other_Faults,Other_Faults
0,9,0,1730,0.07305199619539511,0.000625,0.06374055989856672,0.7895858241029382,0.04923641375527786,0.0012371794871794872,0.02252302656064266,Other_Faults,Other_Faults
0,9,0,1471,0.30355187620249807,0.010809126571742671,0.015026255916426196,0.5424211699497613,0.10916138308379535,0.016418268822680583,0.002611919453095924,Other_Faults,Other_Faults
0,9,0,1779,0.11390599729647728,0.005597154153036507,0.058584607480582716,0.7916236458072373,0.007323572505925448,0.010114099256436717,0.012850923500304309,Other_Faults,Other_Faults
0,9,0,1717,0.06205194291432682,0.0005714285714285714,0.16882641460706485,0.6356612451102389,0.0032874232750393735,0.0033001803751803753,0.12630136514672122,Other_Faults,Other_Faults
0,9,0,1445,0.4762480696802036,0.0007232905982905983,0.0023103896103896103,0.4948606800324159,0.02069986699746761,0.0024971988795518207,0.0026605042016806723,Other_Faults,Other_Faults
0,9,0,1440,0.41640781988908926,0.0017439668174962294,0.01782914103440419,0.53066717517089,0.026144344355335056,0.0,0.007207552732784933,Other_Faults,Other_Faults
0,9,0,1842,0.024437768951035194,0.002796825396825396,0.00868828932505403,0.9388710782475177,0.011703613869790342,0.0,0.013502424209777151,Other_Faults,Other_Faults
0,9,0,1703,0.03288442884085298,0.006969999032615131,0.02040467514082065,0.8275983143880847,0.09085306449618949,0.0006352941176470588,0.020654223983790552,Other_Faults,Other_Faults
0,9,0,1634,0.6350054551859198,0.0027788766788766784,0.001878968253968254,0.32326365472893287,0.030674011995916003,0.0016210084033613445,0.004778024753024753,Bumps,Other_Faults
0,9,0,852,0.0014294228217602827,0.9748947913713397,0.0004,0.01317672657579778,0.010099059231102573,0.0,0.0,Dirtiness,Dirtiness
0,9,0,847,0.027192551359888822,0.8614732062571069,0.0011454545454545454,0.042056367196614874,0.06652029942881336,0.0,0.001612121212121212,Dirtiness,Dirtiness
0,9,0,835,0.14806727797150132,0.4517683159454327,0.0017557422969187672,0.32397206449530797,0.067734692863933,0.006479684204684204,0.0002222222222222222,Dirtiness,Dirtiness
0,9,0,816,0.01788595941382319,0.003790527950310559,0.01499078365137054,0.9375825220366745,0.015153053986366008,0.0008333333333333333,0.009763819628121688,Other_Faults,Dirtiness
0,9,0,812,0.01843803993564055,0.012278338001867414,0.011686376849844339,0.9002230279782137,0.04299924817184878,0.0008771929824561402,0.013497776080129021,Other_Faults,Dirtiness
0,9,0,830,0.2357218601540247,0.4187382515911425,0.002836694677871148,0.288817429690828,0.048518800620641345,0.002785534726711197,0.00258142853878148,Dirtiness,Dirtiness
0,9,0,433,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,386,0.19063196457272114,0.00015384615384615385,0.23671361641588998,0.4692778257342634,0.09758029440056372,0.0025367889420521,0.00310566378066378,Other_Faults,K_Scratch
0,9,0,416,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,455,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,514,0.04736161442661376,0.0004484848484848485,0.7693582819183478,0.11053886385163283,0.0029645451869438942,0.0,0.0693282097679769,K_Scratch,K_Scratch
0,9,0,536,0.0008965811965811967,0.0,0.9617288353575207,0.03724958344589857,0.0,0.0,0.000125,K_Scratch,K_Scratch
0,9,0,434,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,441,0.004610989010989011,0.0,0.9831915140415143,0.0039738095238095236,0.0,0.0,0.008223687423687422,K_Scratch,K_Scratch
0,9,0,370,0.008547412554765496,0.00011764705882352942,0.9575911767541025,0.031199979964995433,0.0012384615384615385,0.0002857142857142857,0.001019607843137255,K_Scratch,K_Scratch
0,9,0,670,0.0,0.0,0.9996,0.0004,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,674,0.0,0.0,0.9943549117549118,0.005645088245088245,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,391,0.0179742514709233,0.0,0.619486279728184,0.3012676243072375,0.023520199064781103,0.0,0.03775164542887453,K_Scratch,K_Scratch
0,9,0,489,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,376,0.03288664765111797,0.0015762936753648828,0.743378892469386,0.1842575767783764,0.03638914009077622,0.000696969696969697,0.0008144796380090498,K_Scratch,K_Scratch
0,9,0,458,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,712,0.0033711843711843716,0.0,0.9147466748279914,0.08175714080082437,0.0,0.0,0.000125,K_Scratch,K_Scratch
0,9,0,485,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,480,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,507,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,645,0.0,0.0,0.9989333333333333,0.0010666666666666667,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,675,0.0,0.0,0.9817644355644356,0.01823556443556444,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,730,0.05870178514520281,0.0007893374741200828,0.5851722849322049,0.31907036620339635,0.021374362997347244,0.0,0.014891863247728775,K_Scratch,K_Scratch
0,9,0,513,0.0004,0.0,0.9896620546120546,0.009537945387945387,0.0,0.0,0.0004,K_Scratch,K_Scratch
0,9,0,679,0.0,0.0,0.9910269841269843,0.008973015873015876,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,500,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,383,0.1759441091106289,0.0013678571428571429,0.176563622385153,0.5806628973096871,0.040906748074617236,0.0025608833546914038,0.02199388262236559,Other_Faults,K_Scratch
0,9,0,665,0.0,0.0,0.9965,0.0035,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,603,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,380,0.02895557766107302,0.0002843137254901961,0.878235356250217,0.08302823123728699,0.006624765757118699,0.0017658730158730158,0.0011058823529411766,K_Scratch,K_Scratch
0,9,0,697,0.11379238736577885,0.010077407588149278,0.29760819021617935,0.462147968858589,0.010629831271239938,0.017534402184540155,0.08820981251552323,Other_Faults,K_Scratch
0,9,0,394,0.00075,0.0,0.9793833333333337,0.01986666666666667,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,542,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,694,0.0,0.0,0.9987428571428573,0.001257142857142857,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,686,0.0,0.0,0.9983888888888889,0.0016111111111111111,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,502,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,447,0.0,0.0,1.0,0.0,0.0,0.0,0.0,K_Scratch,K_Scratch
0,9,0,404,0.0,0.0,0.9982000000000001,0.0014,0.0,0.0,0.0004,K_Scratch,K_Scratch
0,9,0,369,0.0060110877684407095,0.00011764705882352942,0.962467367230293,0.02825181146682693,0.002176923076923077,0.0002222222222222222,0.0007529411764705883,K_Scratch,K_Scratch
0,9,0,368,0.08422920144235602,0.0020898692810457516,0.5682238479356901,0.2920118370516128,0.03563244951089951,0.005500488946972323,0.012312305831423481,K_Scratch,K_Scratch
0,9,0,101,0.17826034331987706,0.01227526531439575,0.008186415828753292,0.5107720470350907,0.27940906157452144,0.0008395604395604395,0.010257306487801845,Other_Faults,Pastry
0,9,0,148,0.08432095481058331,0.03010201260727576,0.007988835510894335,0.14959660689552,0.7145270399426784,0.000125,0.013339550233048685,Pastry,Pastry
0,9,0,8,0.14922146479177054,0.00401351752822341,0.04248554554283455,0.48871058713425786,0.309285699767097,0.001327485380116959,0.004955699855699855,Other_Faults,Pastry
0,9,0,138,0.14747536483460913,0.0037264238883265672,0.006289600792710229,0.5676227399266496,0.2686986998740332,0.0012295739348370926,0.004957596748833793,Other_Faults,Pastry
0,9,0,32,0.08895872097010546,0.008912430841021498,0.010461639341051104,0.24663618423125783,0.6379845632348092,0.0006,0.006446461381755498,Pastry,Pastry
0,9,0,131,0.051423409857293954,0.01494567268480312,0.025103837880089606,0.2484588889506616,0.6227305348874068,0.0005,0.036837655739745165,Pastry,Pastry
0,9,0,2,0.10414916402527795,0.07094647047400786,0.003734488464751623,0.36291278574882296,0.42912642041637933,0.004375183150183151,0.024755487720577236,Pastry,Pastry
0,9,0,143,0.3795956303948666,0.02379299933513488,0.015893219645851223,0.27667196647073516,0.25405798757187265,0.03421103516366671,0.01577716141787349,Bumps,Pastry
0,9,0,49,0.7794034815564329,0.003191907885715935,0.0031526203328834912,0.1379666252717236,0.07035028091963075,0.0034948179271708677,0.0024402661064425774,Bumps,Pastry
0,9,0,108,0.1744976042391375,0.024025382881278694,0.012111575709852732,0.6777704680540291,0.07530083913521454,0.009619644674211237,0.02667448530627624,Other_Faults,Pastry
0,9,0,147,0.22604369243587513,0.009780568348060606,0.026325934806507547,0.20379886467162028,0.520140959822771,0.007392428520911493,0.0065175513942541796,Pastry,Pastry
0,9,0,117,0.02828543188837307,0.004572090654443596,0.001173202614379085,0.05735769375962875,0.9059794382260326,0.0,0.0026321428571428576,Pastry,Pastry
0,9,0,74,0.3245457815308786,0.005662597369950311,0.0034603758612833024,0.41081470124380076,0.24973801358057268,0.00023529411764705883,0.005543236295867875,Other_Faults,Pastry
0,9,0,146,0.11760098970218107,0.013168363009539474,0.022997243073404054,0.18933200019570331,0.6425989181493489,0.004383690655749479,0.00991879521407385,Pastry,Pastry
0,9,0,7,0.05618702690333998,0.011032260833421823,0.40680145906724857,0.38644093384076655,0.13525361750736364,0.0012722222222222221,0.00301247962563752,K_Scratch,Pastry
0,9,0,324,0.013395949380856503,0.006331631113984055,0.0,0.1585486889548136,0.03952211676352543,0.0,0.7822016137868203,Z_Scratch,Z_Scratch
0,9,0,160,0.0023102564102564106,0.0,0.0,0.014891317093639079,0.0027705128205128206,0.0,0.9800279136755919,Z_Scratch,Z_Scratch
0,9,0,233,0.0007873015873015872,0.0,0.0,0.014356365856365858,0.0007,0.0,0.9841563325563328,Z_Scratch,Z_Scratch
0,9,0,187,0.13190911194330568,0.0008243107769423559,0.00036363636363636367,0.2375051526603397,0.0009285714285714286,0.005109915815178973,0.6233593010120254,Z_Scratch,Z_Scratch
0,9,0,231,0.003466666666666667,0.0,0.00013333333333333334,0.020485134799840675,0.0027222222222222222,0.0005,0.972692642977937,Z_Scratch,Z_Scratch
0,9,0,238,0.004185714285714286,0.0,0.00013333333333333334,0.006728106980738561,0.00029166666666666664,0.0,0.9886611787335473,Z_Scratch,Z_Scratch
0,9,0,213,0.024666267796530958,0.0,0.001687179487179487,0.056018211716044514,0.004184615384615386,0.0,0.9134437256156297,Z_Scratch,Z_Scratch
0,9,0,197,0.09595069981032767,0.003840942121249027,0.0011708102698814776,0.10913072079082782,0.05468012115998048,0.00014285714285714284,0.7350838487048763,Z_Scratch,Z_Scratch
0,9,0,227,0.11759432040492085,0.0005,0.02234314326024852,0.220569611227154,0.10211423801964928,0.0012271708683473388,0.5356515162196805,Z_Scratch,Z_Scratch
0,9,0,343,0.21796537857380516,0.03765110131489184,0.009880811748936664,0.5161834930619553,0.06367320054057903,0.009698285769957597,0.1449477289898747,Other_Faults,Z_Scratch
0,9,0,225,0.015746614350561718,0.0007818181818181817,0.0,0.023047015308393013,0.007833468286099866,0.00021052631578947367,0.9523805575573381,Z_Scratch,Z_Scratch
0,9,0,243,0.010755451737804681,0.0006595238095238095,0.0,0.06329049887161342,0.026503370356853313,0.002,0.8967911552242047,Z_Scratch,Z_Scratch
0,9,0,218,0.0010261904761904761,0.0,0.0006333333333333333,0.010354020979020979,0.0,0.0,0.9879864552114554,Z_Scratch,Z_Scratch
0,9,0,165,0.0036857142857142857,0.0003333333333333333,0.004066666666666666,0.05269428348569215,0.0014,0.0,0.9378200022285941,Z_Scratch,Z_Scratch
0,9,0,159,0.05101886858411624,0.0016827485380116957,0.002453726708074534,0.11788803221277314,0.06840818089681663,0.0,0.758548443060208,Z_Scratch,Z_Scratch
0,9,0,342,0.11076733433106442,0.05971429474042207,0.011204213974583356,0.36108942014416584,0.15241231771324668,0.0009818181818181818,0.30383060091470043,Other_Faults,Z_Scratch
0,9,0,234,0.01326850783375551,0.0006688596491228069,0.0,0.030134182157711558,0.010494104244568639,0.001,0.9444343461148412,Z_Scratch,Z_Scratch
0,9,0,170,0.005678876678876679,0.0,0.0,0.014137310642573802,0.01048221778221778,0.0,0.9697015948963318,Z_Scratch,Z_Scratch
0,9,0,168,0.04499765862792178,0.0003333333333333333,0.0003333333333333333,0.04751007176518011,0.009219474969474969,0.0,0.8976061279707565,Z_Scratch,Z_Scratch
0,9,0,776,0.1092353197131163,0.013925080964786849,0.037253433688475425,0.370759916239143,0.015378004880882116,0.4496719100637328,0.0037763344498638616,Stains,Stains
0,9,0,783,0.0034945054945054945,0.0,0.0029666666666666665,0.005002564102564102,0.0003076923076923077,0.9882285714285716,0.0,Stains,Stains
0,9,0,740,0.01676425220806026,0.00018181818181818183,0.005732456140350878,0.03650965716430112,0.001488888888888889,0.9390562607499139,0.0002666666666666667,Stains,Stains
0,9,0,751,0.0006666666666666666,0.0,0.011091486291486291,0.0036304473304473303,0.0004761904761904762,0.983944733044733,0.00019047619047619045,Stains,Stains
0,9,0,789,0.08091567937454332,0.013334153023731032,0.03948815671473498,0.6954310485105746,0.0036771412162716504,0.1525081358255272,0.014645685334617223,Other_Faults,Stains
0,9,0,763,0.009753894961247903,0.0002857142857142857,0.10539686114539057,0.10796212561947864,0.00029166666666666664,0.7763097373215021,0.0,Stains,Stains
0,9,0,794,0.0018571428571428571,0.0,0.0,0.0024047619047619048,0.0,0.9957380952380952,0.0,Stains,Stains
0,9,0,806,0.1988652816814213,0.018184149375773413,0.013412907354083823,0.36666277984664747,0.025320905066351953,0.3547352826246757,0.022818694051046993,Other_Faults,Stains