Type,Machine failure,Rotational speed [rpm],Torque [Nm],Tool wear [min],Air temperature [c],Process temperature [c],type_of_failure
0.0,1,0.1164539942995807,0.717241896678829,0.8079998008257162,0.416912906545942,0.542583947398405,1
0.0,1,0.1658819919311925,0.5055031816300302,0.8326773457297593,0.7998283759460464,0.6008057167992804,4
0.0,1,0.1811207329997241,0.4915753060720996,0.8393206750898161,0.2072785452124434,0.3192684898877868,4
2.0,0,0.1757857974388824,0.5425824175824175,0.2411067193675889,0.3152173913043459,0.3827160493827177,5
1.0,1,0.211620822374591,0.5812389780725553,0.97315664771222,0.7080033759532143,0.7221450742657732,4
0.0,1,0.1632489057823162,0.6702826464178728,0.8764595054719169,0.4177314771584933,0.4635757137203601,1
0.0,1,0.0979607391275619,0.6874383138576254,0.6974239024397959,0.8542728221989417,0.7023413514006633,0
0.0,1,0.1159797484305731,0.6221201015814134,0.8936623163981464,0.4025237900316337,0.5790547401391194,1
1.0,0,0.1327124563445867,0.6167582417582418,0.0513833992094861,0.423913043478259,0.3333333333333304,5
0.0,1,0.0658495646778731,0.9117726161042028,0.627421823263574,0.5414290953674659,0.6422991095238455,2
0.0,1,0.1189613626310159,0.6107125605591794,0.7081126399726799,0.721229629016809,0.5211342657003427,0
0.0,1,0.0969823607257296,0.6796426940301525,0.633001180593016,0.7513384689713105,0.6039247806966215,0
0.0,0,0.2683352735739231,0.4162087912087912,0.2055335968379446,0.5434782608695659,0.567901234567902,5
0.0,1,0.1196189236767713,0.8297863724760464,0.7563254938125499,0.6795773890286996,0.595439875089325,2
0.0,0,0.1699665917703274,0.6256365474827857,0.5569040765057713,0.4177252187724977,0.4295489223693871,3
1.0,1,0.3093278631735258,0.3540868257821766,0.8570159283847681,0.6139983003856874,0.6782398184769602,4
0.0,1,0.1357758876133537,0.8134462640529283,0.6784182236707983,0.7539553106484985,0.6677869252702713,2
0.0,1,0.1683178981959097,0.5030395511574336,0.8318896764350512,0.7971207627454873,0.605726218813136,4
1.0,1,0.1132080320702097,0.5660422109487366,0.7882531678534397,0.822122784378041,0.6897938856864161,0
0.0,1,0.981519269127287,0.0140796225454766,0.6185762501132088,0.4504066949095104,0.4452156557038873,2
1.0,0,0.2334109429569266,0.4478021978021977,0.0790513833992094,0.586956521739129,0.7160493827160481,5
1.0,0,0.1769499417927823,0.5796703296703296,0.7865612648221343,0.3913043478260838,0.4814814814814836,5
1.0,1,0.3597868215711532,0.314699187395863,0.8815016534723444,0.5658977016179816,0.5293188012628505,4
0.0,1,0.1814894051697258,0.5103660370832462,0.8181818181818181,0.7281733904702548,0.6715254510939599,4
0.0,1,0.0984646990194504,0.7555785391365314,0.8027807486102331,0.3038618925938884,0.3268845315965293,1
0.0,1,0.1294985296571363,0.8036989456024342,0.7597905367141324,0.6307099774661236,0.5755795333740611,2
0.0,1,0.086016532434166,0.9451402446432284,0.2219576654853962,0.6477180902604005,0.585154519456654,2
0.0,0,0.2776484284051222,0.3708791208791209,0.541501976284585,0.4782608695652155,0.4320987654320971,5
0.3083724972722603,1,0.0516530748645476,0.8570642890396916,0.7254619070607166,0.748372119387322,0.6942406171492462,1
0.0,1,0.0680108360511072,0.8080814431257636,0.7232786867815025,0.6637277550617265,0.630147765149623,1
0.0,1,0.1671086540304229,0.64843433444203,0.8702271072642551,0.8043478260869552,0.8071263535658557,1
0.0,1,0.1226531710870054,0.6707857671310593,0.8436217227468394,0.7126489580983661,0.6331092848459825,1
1.0,1,0.1110183469583801,0.6144701482816579,0.5975226576765367,0.7951301056266195,0.628015962430438,0
1.0,1,0.8552349381126496,0.1147626809242635,0.39321166216991,0.6357077052073336,0.6152876177815848,2
1.0,0,0.2316671693944578,0.4362132514753134,0.4369351766341663,0.3801755022497756,0.3854182858872212,3
1.0,0,0.0838183934807916,0.7925824175824175,0.3359683794466403,0.77173913043478,0.6913580246913584,5
0.0,1,0.0893325294685231,0.7649295330510357,0.8316130082435772,0.4006720884855758,0.5168127424774459,1
0.0,1,0.2947720996146515,0.3399549861666268,0.8099388866464454,0.2954808614567659,0.3074224990669971,4
1.0,1,0.1133622694833804,0.6690548523643279,0.2561466528773045,0.7545058732882309,0.554954022154192,0
1.0,1,0.0577167259943983,0.9529626261543086,0.2534242992756232,0.0751535554207922,0.1166102318232499,2
0.0,0,0.2086591846525713,0.4312293452284009,0.8100323743216024,0.6672850004602708,0.6659035889304381,3
0.0,1,0.1224265770733849,0.6742615574471312,0.8405443431784595,0.7211117519114103,0.6379153159003038,1
0.0,1,0.1134575924802285,0.8196734918908273,0.2983938540536392,0.7934782608695676,0.5802469135802433,0
0.0,1,0.0797532134627423,0.7898717764164964,0.7526219012282114,0.6388695401823763,0.6250534932032484,1
0.0,0,0.1328294991267248,0.6092875175338128,0.7592751524398957,0.7876887294153938,0.7769719285485452,3
0.0,1,0.184835505177354,0.6331545622798289,0.8765449393876328,0.247455105055122,0.4641384937089735,1
0.0,1,0.0596430801109302,0.776847744258357,0.3638170032276551,0.7282608695652173,0.5913298136934576,0
0.0,1,0.0999707908302208,0.7495910992349477,0.7756924164177101,0.4203463441890749,0.4075998888417909,1
0.0,1,0.1313537925983762,0.5752886423822505,0.8048181297809175,0.3518629576167744,0.45996562714214,4
0.0,1,0.2728872630106108,0.3955617175848985,0.8688790568831212,0.4903723141417122,0.6811555383774107,4
0.0,1,0.1266030401575797,0.7235169902266696,0.8580759303227726,0.2934782608695645,0.3209876543209891,1
1.0,1,0.5284452720833375,0.2160429181733786,0.9139745859418086,0.5964525435617677,0.7353479382241785,4
0.0,1,0.0981456829767,0.5706270387118316,0.2276940374305315,0.7654801746332526,0.5608872586457441,0
0.0,0,0.081325727432915,0.768741895465186,0.6795024506462948,0.7835421737661673,0.7675525922589446,3
0.2977801029064257,0,0.2542725681257577,0.4035345494138719,0.6363979064300236,0.4835750055927424,0.4581069097688969,3
0.5563541085991378,0,0.1786166748716807,0.5187398321941017,0.6216909715804313,0.3101607953958962,0.3867129715655604,3
1.0,1,0.1451061537395667,0.8057176481194468,0.4279343596529358,0.3433197274749816,0.4040979793735801,2
1.0,1,0.0898171128103883,0.9412262257697414,0.6186791733590487,0.257289130732535,0.3280265912135505,2
1.0,1,0.3178728072069026,0.3364371504257324,0.8582484324118154,0.5053775198058484,0.6693953706390023,4
0.0762377957175957,0,0.1730483533016432,0.6163379400715738,0.5397996015522062,0.4414119822363134,0.4092898221164837,3
0.0,1,0.2275046000130776,0.4947075510680393,0.8550503638368521,0.735102385168547,0.6491596976874151,4
0.0,1,0.1341261628461842,0.6713513649982021,0.8514867265549398,0.3210002802735182,0.310739944902361,1
2.0,1,0.2148364642766907,0.4829111391202527,0.8729999117706894,0.7030486299744413,0.637793993722735,4
2.0,0,0.1639230914613459,0.5752708603356567,0.1511333516318061,0.5635895051409774,0.7531859232288213,3
0.0,1,0.684527160258626,0.1421267945735322,0.5670405669498665,0.0927357994616125,0.126999701344197,2
0.0,1,0.1294231119743343,0.7452599942114158,0.750445379658191,0.6150874256583363,0.6678833527385355,1
1.0,0,0.3754365541327126,0.2857142857142857,0.8300395256916996,0.6847826086956545,0.6172839506172823,5
0.0,1,0.0791188850996644,0.8618661224830855,0.1901041222103385,0.3398743353227612,0.2996103561690617,2
0.0,1,0.1122632208538862,0.7645907161187026,0.7778747831638925,0.9282734790242644,0.8757297125121977,1
0.0,1,0.073074330822648,0.7738645893925298,0.8537549407114624,0.3306838585036334,0.310423101906374,1
0.0,1,0.1433246717731745,0.5681537042399067,0.8217417472693777,0.7201266863900141,0.6308560239610765,4
2.0,1,0.0828388386040503,0.7062913041583365,0.2297907323892858,0.7948692633596991,0.6350125171043671,0
0.0,1,0.9960883014827696,0.0030770595478947,0.3603221940740214,0.2713019180494377,0.332347825481702,2
2.0,0,0.2048894062863795,0.4684065934065933,0.3517786561264822,0.2934782608695645,0.4320987654320971,5
0.0,1,0.0928432663959115,0.8835819150630658,0.7192655008028391,0.77173913043478,0.6786155902742826,2
0.0,1,0.1189317394256853,0.7283762813866443,0.7720344993412149,0.5682501601215473,0.7548087329085335,1
0.0,1,0.1309765410617518,0.6895381555649055,0.8599312324109154,0.7705385255813572,0.7695594633361378,1
2.0,1,0.1292206940459169,0.8013259129332732,0.8294140248732715,0.5539840459064845,0.5181053360913155,4
0.0,0,0.200566069973189,0.5309981269110507,0.6566102028498022,0.4521666246590518,0.4403154211652806,3
0.0,1,0.2463761951075974,0.4459380939664691,0.8610567048002749,0.2192333615531946,0.3004807225405932,4
0.0,1,0.0642299701083948,0.8759051921348487,0.2555451041651294,0.3985199422878643,0.3415438073402739,2
0.0,1,0.109370866833099,0.7844791906328789,0.8074773192940472,0.5501096204138439,0.5618757029326068,1
0.0,0,0.3346915017462165,0.3090659340659341,0.7549407114624506,0.7934782608695676,0.5802469135802433,5
0.0,0,0.420838183934808,0.2664835164835165,0.4822134387351778,0.6739130434782608,0.6419753086419719,5
0.0,1,0.210390762311335,0.4434513730546457,0.8244540259125235,0.6093404404906388,0.5962282764673357,4
0.0,1,0.1800751752489782,0.6395966931326057,0.8711164397509462,0.2692205958403451,0.4854507178839787,1
0.0,1,0.0518329583693407,0.8400711539393481,0.7118397015104204,0.6868574887420947,0.6743097394620644,1
2.0,0,0.2555296856810245,0.3832417582417582,0.1343873517786561,0.8695652173913055,0.67901234567901,5
0.0,0,0.1695209247218618,0.5128631623351836,0.7109911358113931,0.6208057063710133,0.6897595315199192,3
0.0,0,0.1384982298571175,0.5921669856591388,0.7678514455029735,0.7882372132740791,0.7782178671904971,3
0.0,1,0.0905999361228561,0.7368517941837912,0.2074422230056465,0.7880806903903728,0.5803314448373899,0
0.0,1,0.1046237431471314,0.5941950027489995,0.4340108070418457,0.7616628142258969,0.6115615982023633,0
0.0,1,0.0914264611226477,0.7715847202822589,0.760272867991839,0.3022164767005598,0.3362866275149318,1
0.0,1,0.0706154469369215,0.8065653400645832,0.8507017946803277,0.4101956888937304,0.4942523773784414,1
1.0,1,0.0848628682598336,0.6833384545142911,0.1496153311241315,0.8681260730608777,0.6877262606222329,0
0.0,1,0.1562029894648316,0.527384733498662,0.8302734930687672,0.7787824387608169,0.6042074846123675,4
0.0,1,0.087186727520824,0.8718919098500882,0.0678156504986368,0.6012607625971946,0.69720184858144,2
0.0,1,0.2581734698089204,0.4355299662151171,0.8572394310915216,0.2171338610133809,0.2968811058461513,4
1.0,1,0.855757170686878,0.113378370659289,0.1672269829190401,0.6621857860877731,0.5902367995054745,2
1.0,0,0.1455180442374855,0.6057692307692307,0.5019762845849802,0.16304347826087,0.2716049382716026,5
0.0,1,0.0446399916462758,0.827729923468859,0.702344614889496,0.6195652173913042,0.6660083688822028,1
0.0,1,0.0825025855386562,0.8146438816159559,0.8669257876364194,0.7156682727287482,0.4947119287336474,0
0.0,1,0.1118599026599882,0.6232061770911786,0.157151747336993,0.7405498946495913,0.6180900636281601,0
0.0,1,0.2034225649887501,0.4373076579505557,0.8382080587966824,0.912319142656947,0.8393421470561332,4
1.0,1,0.3177053745859103,0.3382805019257818,0.8530808261442909,0.4230891256739403,0.3817802415062027,4
0.0,1,0.0747202240529981,0.8586611057460855,0.4243588558462242,0.7934782608695676,0.6245243121395937,0
2.0,0,0.2112737208899714,0.4771556858213969,0.0746707353930912,0.6282886419583542,0.6674529106560059,3
0.0,1,0.0940364628986308,0.6468188804274834,0.5898032220223909,0.7789914570009931,0.5610335136775064,0
1.0,1,0.0979509856153679,0.7898351648351647,0.8165108665501266,0.236849511245633,0.3276111676161468,1
0.0,0,0.1999184282365386,0.4601973266657229,0.79091834644522,0.7257616320088429,0.7767473325707218,3
0.0,1,0.1317921481450124,0.7484171762027761,0.7588182279446534,0.6101446455910454,0.6436210789429153,1
0.0,0,0.4231664726426077,0.2664835164835165,0.6363636363636364,0.7282608695652173,0.5802469135802433,5
1.0,1,0.285813005334964,0.377425963590435,0.8501105382162889,0.6938180642580928,0.6780498003861571,4
0.0,1,0.8497112123951626,0.1149385184490804,0.1763022860509878,0.4946177023762144,0.5605176721906744,2
1.0,0,0.250291036088475,0.3516483516483516,0.5849802371541502,0.2173913043478266,0.283950617283951,5
1.0,0,0.1618160651920839,0.6758241758241758,0.6640316205533596,0.2391304347826079,0.3703703703703693,5
2.0,0,0.2182770663562282,0.4478021978021977,0.4743083003952569,0.7065217391304359,0.6666666666666687,5
0.0,1,0.1731886860375679,0.4884853132581484,0.8228781876491065,0.3681620777027853,0.364859763235659,4
2.0,1,0.0918302184292459,0.675159551498621,0.2431410391595048,0.9011523937098468,0.7505755832523009,0
0.0,0,0.140279394644936,0.5618131868131868,0.1818181818181818,0.4565217391304341,0.4444444444444455,5
0.0,0,0.2229336437718277,0.4258241758241758,0.8181818181818181,0.7282608695652173,0.4938271604938258,5
1.731654564549561,1,0.1303535937619434,0.71445866436646,0.9309665139028966,0.6518766914649503,0.6847055095756903,1
1.0,1,0.094539913242026,0.8494689081247658,0.0612695328304714,0.6761595930153785,0.6147323141059893,2
0.0,1,0.2779995677906751,0.3888214695979647,0.8706718594167302,0.4845457059074829,0.675555797130459,4
2.0,1,0.2087860720093437,0.4599195557139487,0.8165493580495057,0.2313357421600454,0.2973047509784695,4
0.0,1,0.1861532661910649,0.4759421165586374,0.8150180432781621,0.6271573622044841,0.6098658012191378,4
0.0,1,0.102480503730997,0.7482697661809209,0.7490270517316829,0.5814799555639576,0.7530864197530871,1
0.0,1,0.1104428239285332,0.6131519849698446,0.6644990359798085,0.737783313324555,0.5725615381934757,0
1.0,1,0.1325817255502982,0.8893407100550158,0.2396084342645775,0.4062941970767583,0.5278405049269455,2
0.0,1,0.1086364876473057,0.5267168642282738,0.8195121304254508,0.2157731465979881,0.3269807346990651,4
0.0,0,0.1484284051222352,0.6607142857142857,0.2371541501976284,0.8043478260869552,0.8271604938271562,5
2.0,0,0.1345548492790136,0.6496327234193462,0.0406283405563692,0.801768056619453,0.7970116089076877,3
2.0,0,0.2286334462924845,0.441184622544305,0.0466379502436843,0.6520086909309303,0.6360214054330879,3
0.0,1,0.3221655750349823,0.3435902459714068,0.858173700238614,0.550446486876232,0.5606206073846094,4
0.0,0,0.2194412107101281,0.3901098901098901,0.0711462450592885,0.4891304347826093,0.4691358024691352,5
1.0,1,0.306740105185977,0.3493370734075945,0.8550634610054934,0.5522515195161204,0.6934859372101864,4
0.0,0,0.2182770663562282,0.4450549450549451,0.1185770750988142,0.5652173913043472,0.6049382716049401,5
0.0,1,0.1253068348176924,0.6951629702319455,0.8616600790513833,0.2934782608695645,0.3142830685854307,1
0.0,1,0.2400993447257364,0.4571764745787107,0.900137860818652,0.6098078063117229,0.6072064160096282,4
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0.3502362549678663,0,0.2578449603208617,0.397914247407289,0.6169082689052195,0.4864258834221685,0.4561640893221768,3
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1.0610234338212692,0,0.1425217226294692,0.5723398552545959,0.529939908102463,0.1940687834075835,0.3164673999638578,3
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1.3406589433198952,1,0.11841649394598,0.7456829240167675,0.8706944616184819,0.7650501369917332,0.7132003111910911,1
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0.0,0,0.1624807963737696,0.6394271585226975,0.5540365420803973,0.4354635941662541,0.4085418227098741,3
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1.0,0,0.180442374854482,0.4711538461538462,0.1778656126482213,0.5326086956521721,0.567901234567902,5
0.0,1,0.0993706109821016,0.6258153136486987,0.2430457732568204,0.7213997195614099,0.5650848267496922,0
2.0,0,0.1990686845168801,0.5728021978021978,0.1067193675889328,0.4347826086956528,0.5802469135802433,5
0.0,0,0.1787123833299326,0.4904423328723333,0.7134916299273625,0.6069621886750682,0.6850199707207051,3
0.0,1,0.1438186935858048,0.8382956152915018,0.5842799538686037,0.4140209878060473,0.3479161333191075,2
1.0,0,0.1274738067520373,0.6112637362637362,0.0988142292490118,0.4673913043478279,0.4444444444444455,5
0.0,1,0.1135571506150454,0.58945271933452,0.113543263755163,0.8578697032912314,0.6780742308986817,0
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0.0,0,0.1940398812148831,0.4566713933210663,0.3446489900331978,0.755904626763737,0.7687853435942179,3
0.8042236049227394,1,0.0794053463261479,0.783918845203709,0.7991927920754042,0.5716014041873017,0.6569986965393959,1
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0.0,1,0.1428769202277096,0.7955034605015396,0.6736010013568529,0.7464134838391674,0.6872844507802838,2
1.0,1,0.1131459989080487,0.6412717913179422,0.5466721088539375,0.7466554229510742,0.5859443772530172,0
2.0,0,0.2579066314905483,0.3852447850956305,0.2532459215620818,0.5531363347715661,0.4617589499890245,3
0.0,1,0.1602824264574191,0.5494267923182614,0.891270167604139,0.739909994251668,0.5275360161443436,4
0.0,0,0.2537834691501747,0.4244505494505495,0.6284584980237153,0.4021739130434776,0.3456790123456787,5
1.3333918741208142,0,0.1785098692813881,0.5150975868949388,0.5665427815024019,0.2355161547575136,0.2962919599416688,3
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0.0,0,0.1321303841676367,0.6112637362637362,0.3162055335968379,0.8043478260869552,0.6419753086419719,5
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0.0,0,0.0830532691297001,0.7632255217200946,0.6658222147112849,0.7740411118887802,0.7605665573689334,3
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0.0,1,0.2055870002684783,0.5044773972454779,0.8664197530447473,0.6379646580761499,0.6252002663539421,4
0.0,0,0.1728754365541327,0.5453296703296703,0.4624505928853755,0.7608695652173925,0.7407407407407387,5
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0.1967642230230624,0,0.1840180397901953,0.5774414142323645,0.559837270054242,0.3244757873003383,0.4697350204278293,3
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0.3874039508192818,0,0.1722556351648173,0.5792744885380974,0.5507950695263581,0.2913210520314301,0.4344313671322332,3
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1.203180571811565,0,0.1294915110500083,0.6091669356810364,0.4253688987455029,0.315083192792198,0.4263405434084664,3
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1.285910024016348,0,0.2879497368792843,0.3463624465724615,0.2703967105394452,0.5683548952200588,0.4779855594100297,3
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1.0526831360847426,0,0.3002248711867466,0.3307571794325292,0.3902786666482875,0.5120042031147775,0.4223426291201078,3
0.0,0,0.6472642607683353,0.1593406593406593,0.8181818181818181,0.4347826086956528,0.4320987654320971,5
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0.4137318623651506,0,0.2201953707611386,0.5111028396196577,0.4797710126227992,0.4707592923795794,0.417623008947287,3
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0.2292086537931373,0,0.1559941703247552,0.6275160080333441,0.5461119793266992,0.3774804452473681,0.3875992521413341,3
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1.0740898727498531,1,0.0471485912064832,0.969423725498973,0.7565488318330242,0.3941253025733429,0.5404658071821066,2
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1.9238716932856963,0,0.1681932179114445,0.5694170628080801,0.178304065464713,0.5518653813027917,0.7400559965273273,3
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1.2257701849197136,1,0.0536442273509174,0.918824457427428,0.5170159573591653,0.8614967592304036,0.8303419981382335,2
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