Type,Machine failure,Rotational speed [rpm],Torque [Nm],Tool wear [min],Air temperature [c],Process temperature [c],type_of_failure
1.0,1,0.0349451429763076,0.8837466311059824,0.7398550181071716,0.7880982296846875,0.7244344534944427,1
0.0,1,0.1055375313948667,0.6368071866875955,0.0640712076551911,0.8621030319171844,0.6998335933780095,0
0.0,0,0.1484284051222352,0.554945054945055,0.7470355731225296,0.5543478260869534,0.5308641975308639,5
1.0,1,0.2880819570387295,0.3701076827794368,0.9203951465385,0.5474635994821258,0.5469545218221146,4
1.0,1,0.3243385026959156,0.3397821689150988,0.9150616695836846,0.5302956754074593,0.521407440393307,4
1.0,1,0.4663253597885971,0.2300739963774048,0.8204726752284273,0.5620674628652597,0.4712018252911526,4
0.0,0,0.160912711052691,0.6342711122728889,0.4246590787402112,0.5765981430867833,0.6749098637410822,3
1.0,1,0.3378789775838533,0.3457961997145145,0.853683887720281,0.7374727373128254,0.6203837915325114,4
0.0,1,0.1219220239869354,0.6038741374938867,0.0979139259182994,0.7608695652173925,0.6324817111700923,0
0.0,0,0.1890543108960153,0.4851151492602461,0.2315539797984676,0.7766872088435742,0.7774618921594951,3
0.0,1,0.0749597120372643,0.7221098003776462,0.7846699920681501,0.6776920869075502,0.562532279798311,1
1.0,0,0.1658905704307334,0.5412087912087912,0.6047430830039525,0.4891304347826093,0.4691358024691352,5
0.0,0,0.09955274862321,0.709788969230309,0.708930343684921,0.7844690032740865,0.7696579827460696,3
1.0,0,0.1542491268917346,0.6085164835164835,0.0553359683794466,0.630434782608698,0.5308641975308639,5
1.0,1,0.1074118562124575,0.6017518984997429,0.0237154150197628,0.7659394676847615,0.5613139632962719,0
0.0,0,0.2223515715948778,0.4615384615384615,0.5849802371541502,0.5652173913043472,0.5061728395061742,5
0.0,1,0.2298285840448616,0.4796706500555792,0.8462067788804715,0.7321165853411876,0.6542403163500252,4
0.0,1,0.1194602877188255,0.612453077295272,0.7098802700827129,0.7192042195157294,0.5197539866329403,0
0.0,1,0.0715812051608646,0.8051228009895889,0.7705649733539867,0.4060102433942072,0.4482207487756302,1
1.0,1,0.1203190314811629,0.6106622858886769,0.3267953009734436,0.7328631891724419,0.5697031105886532,0
0.0,0,0.2316647264260768,0.4203296703296703,0.0711462450592885,0.5108695652173907,0.4320987654320971,5
0.0,1,0.1497845590141457,0.4688458758827201,0.8677861265203196,0.2900911455574975,0.3456790123456787,4
0.0,0,0.1757857974388824,0.5439560439560439,0.525691699604743,0.6195652173913042,0.7283950617283965,5
1.0,0,0.1001164144353899,0.6703296703296703,0.0592885375494071,0.2282608695652142,0.3333333333333304,5
1.0,1,0.1151571293220143,0.6504178956442709,0.2658970693287609,0.7433335211042705,0.5625677732721489,0
2.0,0,0.0832363213038417,0.7527472527472527,0.075098814229249,0.16304347826087,0.283950617283951,5
2.0,0,0.1437718277066356,0.657967032967033,0.2450592885375493,0.4456521739130403,0.4074074074074074,5
0.0,0,0.0960419091967405,0.6222527472527473,0.5177865612648221,0.5108695652173907,0.5802469135802433,5
1.0,1,0.0987123329260744,0.6195480549290542,0.4846591776891196,0.7715146087800624,0.6293746173798239,0
0.0,1,0.0751672142804328,0.8768557376738845,0.0514919163112913,0.6180946134778955,0.6653352995891686,2
0.0,1,0.1338228446923032,0.4843521691437886,0.8213315804886626,0.2432923288040674,0.3014073532550317,4
0.0,1,0.1723797750034852,0.4950476796693636,0.8756055084131272,0.2436458599395236,0.3268124243392455,4
0.0,0,0.1629802095459838,0.6277472527472527,0.2845849802371541,0.7934782608695676,0.7654320987654284,5
0.0,1,0.1130291230722718,0.6941452286376454,0.8192168987268997,0.3836110413698436,0.5114906000247967,1
1.0,1,0.2840103671856497,0.3781575480132852,0.8494088340531334,0.689744281755329,0.6802415430192231,4
2.0,1,0.123471914252969,0.6014769935623617,0.9712878510305458,0.5760071939344005,0.457243096175017,4
0.0,1,0.0608209858426117,0.7083304193155088,0.8395764884646195,0.8624824828368032,0.7123058869379221,0
0.0,0,0.3515715948777648,0.3063186813186813,0.2055335968379446,0.4347826086956528,0.3456790123456787,5
0.0,1,0.130488842136749,0.7442032892055536,0.7518577290844148,0.6076083990023398,0.6760499218130311,1
0.0,1,0.1297373941530988,0.7037888675863936,0.8616600790513833,0.2934782608695645,0.3166323589984646,1
0.0,0,0.2234341662691482,0.5151762740641912,0.6638635623496439,0.5226003114987943,0.6662134576253204,3
1.0,0,0.1728754365541327,0.5123626373626373,0.1185770750988142,0.3586956521739148,0.4567901234567868,5
1.0,1,0.103880414905154,0.8525314124525304,0.1071518619466274,0.2551538910958598,0.2491650426439648,2
2.0,1,0.1306363234930849,0.5845697750534067,0.8682642791443115,0.5681373377486446,0.5019361066126327,4
0.0,1,0.1097305007626512,0.8355237909076475,0.6959335971649377,0.576746521874015,0.5791232096467411,2
2.0,0,0.3055878928987194,0.3365384615384615,0.691699604743083,0.8804347826086931,0.7530864197530871,5
1.0,1,0.1166997131334119,0.6217733839398122,0.2942265909134618,0.7194772862334846,0.5826161769565498,0
1.0,0,0.2945285215366706,0.353021978021978,0.4308300395256916,0.8369565217391304,0.8148148148148149,5
0.0,1,0.1889568735068881,0.5101796129190218,0.8368859208585647,0.6145187396257187,0.715755357649661,4
0.0,0,0.2184187246546465,0.4059160848862816,0.8135856605121058,0.7934782608695676,0.7901234567901252,3
0.0,0,0.1659818710818409,0.6575407031738868,0.6506530966058349,0.6638756549898149,0.7749276551205637,3
0.0,1,0.1294804709172103,0.697358190019557,0.8179929897081106,0.2009311730309303,0.2837146982526028,1
0.0,1,0.0870883285082007,0.9384841368670876,0.2357476475088824,0.6561453014969749,0.5875474312892622,2
2.0,1,0.1120151744448612,0.7124931954418942,0.4367261827759862,0.8798180470700296,0.7770772880301517,0
0.0,1,0.1148705614143163,0.6928440907131611,0.1188993950050418,0.890417968083961,0.7742541447288318,0
0.0,1,0.1174672978921973,0.6022745494530645,0.0508311497677013,0.8008312270487163,0.6192810315525784,0
2.0,0,0.1697622678179863,0.5726513356286992,0.0308701175911429,0.7668824095187703,0.7360528333471386,3
2.0,0,0.1653084982537834,0.7486263736263735,0.4861660079051383,0.8260869565217366,0.6543209876543203,5
1.0,1,0.0983235037787864,0.7614028100915783,0.8032177093796754,0.2424985421547448,0.3697791024371687,4
0.0,0,0.2165308498253784,0.5892857142857143,0.8142292490118577,0.5652173913043472,0.6049382716049401,5
0.0,1,0.0885752533963879,0.599636138725141,0.7720444624678264,0.712892855081491,0.5576825349999275,0
2.0,1,0.1436048816124618,0.574393722509611,0.8363104425024601,0.5655135657740441,0.5359291298010662,4
0.0,0,0.1525333415022073,0.6510651062050471,0.4568195482839819,0.5106355723110324,0.5304845265011464,3
1.0,0,0.2066356228172293,0.5096153846153846,0.5573122529644269,0.4347826086956528,0.6296296296296306,5
1.0,1,0.0621224304158887,0.9283000505536786,0.5933276783449777,0.3919298316864118,0.5562659816685187,2
0.0,1,0.1188975929668897,0.77235898325718,0.7838455848416375,0.4628764698815871,0.4543842171641701,1
0.0,0,0.149983100529426,0.6995432246319337,0.2546809567458705,0.5407653828096687,0.5353063724647551,3
0.0,1,0.189899748273638,0.465432447313086,0.8441629022469797,0.8532948366288051,0.7117228828002706,4
0.0,0,0.1263096623981374,0.6442307692307693,0.7707509881422925,0.6847826086956545,0.6419753086419719,5
0.0,1,0.3810850172444852,0.3063816545558845,0.8261282080511285,0.3265852664856942,0.475154498501153,4
0.0,1,0.0765792837593086,0.7637077181250225,0.395325366287825,0.7282608695652173,0.5864090631661584,0
0.0,1,0.0987832730020295,0.6810428175453306,0.8220685733215864,0.4135524581006028,0.3838722505001326,1
0.0,1,0.0669713162270431,0.8819460457116209,0.0325644184581025,0.6591500347298944,0.6680671920508624,2
0.0,1,0.1400014641827587,0.6928221932548664,0.8616600790513833,0.3098874944067368,0.3085625556755595,1
1.0,1,0.4322314652481105,0.2712795435255676,0.8878854098154497,0.551932785858125,0.7236921497298785,4
0.0,1,0.1593931388002122,0.5484966968137376,0.8241203457520108,0.713856792581837,0.6439825622374739,4
0.0,1,0.1407687619169453,0.8503863443503924,0.7546966142206122,0.3911983582342329,0.4070863854337356,2
0.0,0,0.192626235268501,0.5505434293596896,0.6061463651058081,0.4191570705578535,0.5498733484166747,3
2.0,0,0.1640389386741797,0.57581432753544,0.1931158456033991,0.5406812018475448,0.7328346690980984,3
0.0,1,0.0648989874170477,0.8212999605927493,0.7218699500349112,0.6869719113804852,0.6477482785761709,1
1.0,1,0.1119822865434169,0.5538274229991135,0.2655255122193802,0.7595800391920069,0.6401445000874123,0
0.0,1,0.0690269700006244,0.8793915404798245,0.0431528335660654,0.6266942925589102,0.6490560716991829,2
0.0,1,0.1125692153308808,0.745011737658436,0.7841456069321376,0.9173802752508208,0.8789747650521782,1
2.0,0,0.1478442951395776,0.6118113312112854,0.1394085039986353,0.6080364363600538,0.7800672162324666,3
0.0,1,0.1122135656824378,0.7304103103563024,0.8489442918673051,0.2934782608695645,0.3199143790497615,1
1.0,1,0.1020885788990612,0.6698946972354961,0.0984629227269624,0.8026268455839174,0.6079647194633407,0
0.0,1,0.1214024605084135,0.5909856558139791,0.655833056530908,0.7607081810920006,0.6414254071776737,0
0.0,1,0.111257325020346,0.5582162562420692,0.4520538350502165,0.8369565217391304,0.6560504245056102,0
0.0,1,0.0933685588569787,0.7504966032292845,0.7663516844197124,0.5607345090711362,0.7530864197530871,1
0.0,1,0.1191888713655698,0.6688050809553374,0.862583079027475,0.432871466427068,0.6151132705097586,1
0.0,1,0.0791254667208227,0.5673076923076923,0.8602909963619718,0.8536002618131897,0.7147952847544454,0
0.0,0,0.220023282887078,0.5384615384615384,0.0909090909090909,0.6956521739130421,0.6543209876543203,5
0.0,0,0.1364094701043928,0.5984753957117332,0.7646913349544718,0.788035113180861,0.7777587756207176,3
0.0,1,0.0900726079742727,0.9199510537167418,0.2741440936119863,0.6796097963377593,0.5942101890835608,2
0.0,0,0.1591241631359925,0.6418122638549077,0.6529759414687082,0.6471595020061868,0.7514463234394688,3
0.0,1,0.1235270155339099,0.6769194146127476,0.9017551514752504,0.4037397100351996,0.5749116053121556,1
0.0,1,0.0109582523353525,0.8518548551229125,0.8052501371107389,0.3814394242774489,0.5226566493398908,1
2.0,1,0.0867772790785877,0.7432907668654241,0.4359583661755269,0.7461000499568298,0.6252000567410861,0
0.0,1,0.951254143293379,0.0397249417269851,0.7963308340231021,0.7065217391304359,0.5628969198166612,2
0.0,0,0.1200538856935538,0.6875709639568299,0.6858037320657328,0.7846580763758569,0.7700874821377455,3
0.0,1,0.8882125186707153,0.096870846826627,0.3826602285611093,0.6983884237612575,0.6141761112835115,2
0.0,0,0.1664131522270269,0.656635445026591,0.6505059297423814,0.6629043536910215,0.7746518535172027,3
0.0,0,0.2031431897555297,0.4835164835164835,0.1778656126482213,0.5543478260869534,0.7283950617283965,5
0.0,1,0.0542433773056128,0.8952561864266615,0.4101118774374878,0.4309298040929432,0.3819336534524979,2
0.0,1,0.1165335612020943,0.6829687196939676,0.8242175412589885,0.586956521739129,0.7654320987654284,1
1.0,0,0.3271245634458674,0.3255494505494505,0.826086956521739,0.5652173913043472,0.7654320987654284,5
0.0,0,0.1420366733730137,0.7362015562966111,0.068874956967663,0.6082825031557021,0.6179878341297853,3
0.0,0,0.2718277066356228,0.3543956043956044,0.83399209486166,0.6413043478260856,0.67901234567901,5
0.0,1,0.2077809052124612,0.4785985525457571,0.8413879011297376,0.595016517454965,0.7431317370883926,4
0.0,1,0.084475007896556,0.6717012413461004,0.7561349865336708,0.709680929107669,0.5185185185185155,0
0.0,1,0.0908432171375323,0.7528763516870575,0.7956267180315214,0.6094187522963668,0.6014835771170509,1
1.0,1,0.873726416287679,0.0996904450866343,0.1357680047184483,0.8975198967704766,0.8712571667022687,2
2.0,0,0.2629694573669459,0.3792709287387273,0.4881703807726855,0.4270793078780694,0.3364800528911688,3
0.0,1,0.8396144625167518,0.1151979181467329,0.415359746059028,0.3344086271611554,0.4724917429426768,2
1.0144484059811365,0,0.1341054522402749,0.5868716523549143,0.5148861315504492,0.1940484342705106,0.328479420385282,3
0.0,0,0.2105756389633444,0.5588020254972403,0.6009419509519934,0.5484950765022976,0.7307690454707407,3
0.0,1,0.1114066599092806,0.7309739083617134,0.2663898882377238,0.7791071839078237,0.5753501021710573,0
1.0,0,0.2089639115250291,0.3763736263736263,0.4031620553359683,0.3804347826086962,0.5555555555555536,5
2.0,1,0.2138633267078896,0.4526810148354057,0.8156147193386046,0.2062984123659685,0.281978406932121,4
0.0,1,0.1396197925892013,0.6639642110388517,0.8624199276278613,0.3166838303878241,0.2998563275897976,1
1.0,0,0.1658905704307334,0.5535714285714285,0.6521739130434783,0.2934782608695645,0.3580246913580271,5
1.0,1,0.1193247962747381,0.5994796308715689,0.2475862374751715,0.838670189684735,0.6884781586957225,0
0.0,1,0.1188165849133334,0.7267573810088528,0.8064500152876793,0.2634578274275472,0.3437191759396335,1
0.0,1,0.0880982172577429,0.8941517604500898,0.1035830613783119,0.6064584654930372,0.6710214475160736,2
0.0,0,0.1929624688067673,0.5529238519643934,0.6026264340956904,0.4134015076899584,0.5457133231788246,3
0.0,0,0.1129220023282887,0.5714285714285714,0.4466403162055335,0.3804347826086962,0.4197530864197558,5
0.0,0,0.2852153667054715,0.3667582417582418,0.0276679841897233,0.8695652173913055,0.7037037037036997,5
1.0,0,0.1979045401629802,0.5288461538461537,0.6284584980237153,0.7608695652173925,0.7654320987654284,5
2.0,1,0.211174639311938,0.4871946435151834,0.8710706785144195,0.6968590066105755,0.6324376588658213,4
0.0,0,0.1257275902211875,0.6318681318681317,0.0434782608695652,0.4673913043478279,0.5432098765432123,5
1.0,1,0.1155937546838409,0.6458841890026232,0.2682689977765651,0.7406156864244948,0.5644199272761439,0
2.0,0,0.2066937701282388,0.4919002206928047,0.0206340409646988,0.7302884355792338,0.6721089472609569,3
0.0,1,0.0836158440424435,0.7563845112626363,0.8659368161712631,0.8736086714191792,0.7375801918657938,0
0.0,1,0.0601778797989314,0.7960133296368013,0.7947510376568366,0.5576869701382364,0.730330771403607,1
0.0,0,0.2392408290096311,0.387598414339128,0.7843031305201695,0.7934782608695676,0.7901234567901252,3
2.0,1,0.1244261529392751,0.6000905438827442,0.9544018331484228,0.5719779563283993,0.4645684777322481,4
1.0,1,0.8563864742461673,0.1138662186502657,0.4027718405331353,0.6299541770336515,0.6254720455995528,2
0.0,1,0.4111158796396818,0.2974080783214182,0.7917914753239453,0.284387779620103,0.4094280953709778,4
0.0,0,0.0956442725639069,0.7814132178561772,0.6746409367065628,0.7969113371004296,0.7979220497096187,3
0.0,1,0.0846069792872875,0.725627042456443,0.1616727020172856,0.8397606959340577,0.6921527314404892,0
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1.5204691089061446,0,0.1462737457784282,0.5873096254487891,0.3345348264408728,0.377129888074008,0.552307258279273,3
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