Type,Machine failure,Rotational speed [rpm],Torque [Nm],Tool wear [min],Air temperature [c],Process temperature [c],type_of_failure
1.0,0,0.22293364377182778,0.5357142857142856,0.0,0.3043478260869583,0.35802469135802717,5
0.0,0,0.13969732246798605,0.5837912087912087,0.011857707509881422,0.3152173913043459,0.37037037037036935,5
0.0,0,0.19208381839348088,0.6263736263736263,0.01976284584980237,0.3043478260869583,0.34567901234567877,5
0.0,0,0.15424912689173464,0.49038461538461536,0.02766798418972332,0.3152173913043459,0.35802469135802717,5
0.0,0,0.13969732246798605,0.4972527472527473,0.035573122529644265,0.3152173913043459,0.37037037037036935,5
1.0,0,0.1495925494761351,0.5233516483516483,0.043478260869565216,0.3043478260869583,0.35802469135802717,5
0.0,0,0.2270081490104774,0.5302197802197801,0.05533596837944664,0.3043478260869583,0.35802469135802717,5
0.0,0,0.20896391152502913,0.5,0.06324110671936758,0.3043478260869583,0.35802469135802717,5
1.0,0,0.29045401629802103,0.34065934065934067,0.07114624505928853,0.3260869565217397,0.37037037037036935,5
1.0,0,0.33352735739231665,0.3324175824175824,0.08300395256916995,0.34782608695652106,0.40740740740740744,5
2.0,0,0.35739231664726423,0.2760989010989011,0.09486166007905138,0.33695652173912727,0.39506172839505904,5
2.0,0,0.1484284051222352,0.5563186813186812,0.11462450592885375,0.35869565217391486,0.41975308641975584,5
1.0,0,0.09953434225844005,0.6497252747252747,0.13438735177865613,0.35869565217391486,0.41975308641975584,5
1.0,0,0.3341094295692667,0.3598901098901099,0.14624505928853754,0.35869565217391486,0.43209876543209713,5
0.0,0,0.5046565774155997,0.2170329670329671,0.15810276679841895,0.35869565217391486,0.43209876543209713,5
0.0,0,0.2176949941792783,0.6126373626373626,0.1660079051383399,0.35869565217391486,0.43209876543209713,5
1.0,0,0.08323632130384173,0.5879120879120879,0.17391304347826086,0.35869565217391486,0.43209876543209713,5
1.0,0,0.14086146682188594,0.5741758241758241,0.18577075098814227,0.36956521739130244,0.43209876543209713,5
2.0,0,0.08032596041909201,0.6964285714285714,0.1976284584980237,0.38043478260869623,0.43209876543209713,5
1.0,0,0.270081490104773,0.3942307692307692,0.21739130434782608,0.3913043478260838,0.44444444444444553,5
2.0,0,0.12048894062863802,0.5343406593406593,0.2292490118577075,0.3913043478260838,0.44444444444444553,5
0.0,0,0.1641443538998837,0.5631868131868131,0.24901185770750986,0.38043478260869623,0.44444444444444553,5
1.0,0,0.24039580908032598,0.3695054945054945,0.2569169960474308,0.3913043478260838,0.44444444444444553,5
0.0,0,0.3434225844004658,0.3008241758241758,0.26877470355731226,0.4021739130434776,0.4567901234567868,5
1.0,0,0.22875436554132722,0.46016483516483514,0.27667984189723316,0.4021739130434776,0.4567901234567868,5
0.0,0,0.4033760186263097,0.2678571428571429,0.2885375494071146,0.4021739130434776,0.4691358024691352,5
0.0,0,0.20023282887077998,0.4835164835164835,0.2964426877470355,0.4130434782608714,0.4691358024691352,5
2.0,0,0.3742724097788127,0.28571428571428575,0.3043478260869565,0.4130434782608714,0.4567901234567868,5
0.0,0,0.1577415599534343,0.554945054945055,0.32411067193675885,0.4130434782608714,0.4567901234567868,5
0.0,0,0.30558789289871946,0.3612637362637363,0.3320158102766798,0.4021739130434776,0.4567901234567868,5
1.0,0,0.09953434225844005,0.6098901098901098,0.33992094861660077,0.4130434782608714,0.4691358024691352,5
0.0,0,0.36670547147846333,0.2980769230769231,0.3517786561264822,0.4021739130434776,0.4567901234567868,5
0.0,0,0.14610011641443543,0.6112637362637362,0.35968379446640314,0.4021739130434776,0.4567901234567868,5
0.0,0,0.28928987194412115,0.3942307692307692,0.3675889328063241,0.3913043478260838,0.44444444444444553,5
1.0,0,0.22759022118742733,0.4244505494505495,0.37549407114624506,0.38043478260869623,0.41975308641975584,5
1.0,0,0.16530849825378346,0.6153846153846153,0.38735177865612647,0.38043478260869623,0.43209876543209713,5
1.0,0,0.24039580908032598,0.4519230769230769,0.3992094861660079,0.3913043478260838,0.43209876543209713,5
0.0,0,0.1577415599534343,0.48626373626373637,0.4110671936758893,0.38043478260869623,0.41975308641975584,5
2.0,0,0.1228172293364378,0.6442307692307693,0.41897233201581024,0.3913043478260838,0.43209876543209713,5
0.0,0,0.10593713620488943,0.6689560439560439,0.4387351778656126,0.38043478260869623,0.41975308641975584,5
0.0,0,0.11292200232828875,0.5714285714285714,0.44664031620553357,0.38043478260869623,0.41975308641975584,5
0.0,0,0.11641443538998841,0.6456043956043955,0.45454545454545453,0.38043478260869623,0.41975308641975584,5
1.0,0,0.11641443538998841,0.6222527472527473,0.4624505928853755,0.38043478260869623,0.41975308641975584,5
2.0,0,0.11874272409778819,0.6140109890109889,0.4743083003952569,0.38043478260869623,0.43209876543209713,5
1.0,0,0.17694994179278234,0.6002747252747253,0.49407114624505927,0.38043478260869623,0.41975308641975584,5
0.0,0,0.18684516880093138,0.6222527472527473,0.5059288537549407,0.38043478260869623,0.41975308641975584,5
1.0,0,0.3928987194412107,0.30219780219780223,0.5138339920948616,0.36956521739130244,0.40740740740740744,5
0.0,0,0.1455180442374855,0.5837912087912087,0.525691699604743,0.38043478260869623,0.41975308641975584,5
2.0,0,0.1495925494761351,0.6881868131868131,0.533596837944664,0.38043478260869623,0.43209876543209713,5
1.0,0,0.14202561117578583,0.5535714285714285,0.5533596837944663,0.3913043478260838,0.43209876543209713,5
0.0,1,0.9854481955762514,0.010989010989010992,0.5652173913043478,0.3913043478260838,0.41975308641975584,2
0.0,0,0.12514551804423757,0.7019230769230769,0.5731225296442687,0.3913043478260838,0.41975308641975584,5
2.0,0,0.19150174621653093,0.5494505494505494,0.5810276679841897,0.38043478260869623,0.40740740740740744,5
0.0,0,0.23108265424912688,0.42994505494505497,0.6007905138339921,0.36956521739130244,0.40740740740740744,5
0.0,0,0.3044237485448196,0.3612637362637363,0.608695652173913,0.36956521739130244,0.40740740740740744,5
0.0,0,0.20023282887077998,0.5068681318681318,0.616600790513834,0.38043478260869623,0.41975308641975584,5
0.0,0,0.17986030267753206,0.5302197802197801,0.6245059288537549,0.38043478260869623,0.41975308641975584,5
0.0,0,0.20081490104772992,0.5013736263736263,0.6324110671936758,0.38043478260869623,0.41975308641975584,5
1.0,0,0.28696158323632137,0.35302197802197804,0.6403162055335968,0.38043478260869623,0.40740740740740744,5
0.0,0,0.12223515715948785,0.695054945054945,0.6521739130434783,0.38043478260869623,0.41975308641975584,5
0.0,0,0.130966239813737,0.6703296703296703,0.6600790513833992,0.38043478260869623,0.41975308641975584,5
1.0,0,0.24679860302677536,0.47252747252747257,0.6679841897233201,0.38043478260869623,0.40740740740740744,5
0.0,0,0.3847497089639115,0.2623626373626374,0.6798418972332015,0.38043478260869623,0.40740740740740744,5
1.0,0,0.37485448195576254,0.30357142857142855,0.6877470355731224,0.3913043478260838,0.40740740740740744,5
0.0,0,0.20663562281722936,0.47802197802197804,0.6996047430830039,0.4021739130434776,0.41975308641975584,5
0.0,0,0.13154831199068684,0.5673076923076923,0.7075098814229248,0.4021739130434776,0.41975308641975584,5
1.0,0,0.29743888242142025,0.34203296703296704,0.7154150197628458,0.3913043478260838,0.39506172839505904,5
2.0,0,0.17345750873108268,0.5535714285714285,0.7272727272727272,0.38043478260869623,0.39506172839505904,5
0.0,0,0.20896391152502913,0.39285714285714285,0.7470355731225296,0.38043478260869623,0.39506172839505904,5
0.0,1,0.14086146682188594,0.8502747252747253,0.7549407114624506,0.3913043478260838,0.40740740740740744,2
1.0,0,0.440046565774156,0.25824175824175827,0.7628458498023715,0.3913043478260838,0.40740740740740744,5
0.0,0,0.16530849825378346,0.5728021978021978,0.7747035573122529,0.3913043478260838,0.41975308641975584,5
0.0,0,0.11699650756693836,0.5576923076923076,0.7826086956521738,0.3913043478260838,0.41975308641975584,5
0.0,0,0.24679860302677536,0.4285714285714286,0.7905138339920948,0.4021739130434776,0.41975308641975584,5
0.0,0,0.25203725261932486,0.3914835164835165,0.7984189723320158,0.3913043478260838,0.40740740740740744,5
0.0,0,0.1228172293364378,0.5892857142857143,0.8063241106719367,0.38043478260869623,0.39506172839505904,5
0.0,0,0.17054714784633296,0.6057692307692307,0.8142292490118577,0.38043478260869623,0.39506172839505904,5
0.0,1,0.1670547147846333,0.5151098901098901,0.8221343873517786,0.38043478260869623,0.39506172839505904,4
0.0,0,0.13387660069848661,0.6552197802197802,0.0,0.38043478260869623,0.39506172839505904,5
0.0,0,0.1362048894062864,0.46840659340659335,0.007905138339920948,0.38043478260869623,0.39506172839505904,5
2.0,0,0.16123399301513397,0.6332417582417582,0.015810276679841896,0.38043478260869623,0.38271604938271775,5
0.0,0,0.1641443538998837,0.6002747252747253,0.035573122529644265,0.3913043478260838,0.39506172839505904,5
0.0,0,0.1658905704307334,0.5082417582417581,0.043478260869565216,0.3913043478260838,0.39506172839505904,5
0.0,0,0.1752037252619325,0.4986263736263737,0.05138339920948616,0.4021739130434776,0.40740740740740744,5
0.0,0,0.14784633294528526,0.6016483516483516,0.05928853754940711,0.3913043478260838,0.39506172839505904,5
1.0,0,0.370197904540163,0.315934065934066,0.06719367588932806,0.4021739130434776,0.40740740740740744,5
2.0,0,0.15599534342258448,0.5508241758241758,0.07905138339920947,0.4021739130434776,0.40740740740740744,5
0.0,0,0.21885913853317818,0.38461538461538464,0.09881422924901186,0.4021739130434776,0.40740740740740744,5
1.0,0,0.14610011641443543,0.5686813186813187,0.1067193675889328,0.4021739130434776,0.40740740740740744,5
1.0,0,0.1856810244470315,0.49038461538461536,0.11857707509881422,0.3913043478260838,0.39506172839505904,5
0.0,0,0.340512223515716,0.30219780219780223,0.13043478260869565,0.3913043478260838,0.39506172839505904,5
0.0,0,0.38533178114086153,0.2898351648351648,0.13833992094861658,0.3913043478260838,0.39506172839505904,5
1.0,0,0.32537834691501744,0.3200549450549451,0.14624505928853754,0.3913043478260838,0.39506172839505904,5
0.0,0,0.1641443538998837,0.5384615384615384,0.15810276679841895,0.4130434782608714,0.40740740740740744,5
0.0,0,0.26426076833527357,0.385989010989011,0.1660079051383399,0.4021739130434776,0.39506172839505904,5
1.0,0,0.10651920838183937,0.6648351648351648,0.17391304347826086,0.4021739130434776,0.40740740740740744,5
1.0,0,0.23690337601862632,0.43269230769230765,0.18577075098814227,0.4021739130434776,0.40740740740740744,5
1.0,0,0.33876600698486625,0.3585164835164835,0.1976284584980237,0.3913043478260838,0.39506172839505904,5
0.0,0,0.21012805587892902,0.396978021978022,0.20948616600790512,0.3913043478260838,0.38271604938271775,5
0.0,0,0.20663562281722936,0.5576923076923076,0.21739130434782608,0.38043478260869623,0.38271604938271775,5
0.0,0,0.3981373690337603,0.29120879120879123,0.225296442687747,0.38043478260869623,0.39506172839505904,5
0.0,0,0.47904540162980214,0.23214285714285715,0.23320158102766797,0.38043478260869623,0.38271604938271775,5
0.0,0,0.22526193247962756,0.5054945054945055,0.24110671936758893,0.38043478260869623,0.38271604938271775,5
1.0,0,0.1589057043073342,0.5041208791208791,0.24901185770750986,0.38043478260869623,0.38271604938271775,5
0.0,0,0.1641443538998837,0.5439560439560439,0.2608695652173913,0.38043478260869623,0.37037037037036935,5
0.0,0,0.24621653084982542,0.37500000000000006,0.26877470355731226,0.38043478260869623,0.37037037037036935,5
0.0,0,0.16123399301513397,0.6140109890109889,0.27667984189723316,0.38043478260869623,0.37037037037036935,5
1.0,0,0.19150174621653093,0.5906593406593406,0.2845849802371541,0.38043478260869623,0.38271604938271775,5
2.0,0,0.26367869615832373,0.396978021978022,0.2964426877470355,0.3913043478260838,0.38271604938271775,5
0.0,0,0.2351571594877765,0.41620879120879123,0.3162055335968379,0.3913043478260838,0.37037037037036935,5
0.0,0,0.40977881257275917,0.2568681318681319,0.32411067193675885,0.38043478260869623,0.35802469135802717,5
2.0,0,0.19266589057043082,0.5453296703296703,0.3320158102766798,0.36956521739130244,0.35802469135802717,5
1.0,0,0.19208381839348088,0.49038461538461536,0.3517786561264822,0.38043478260869623,0.37037037037036935,5
1.0,0,0.18509895227008155,0.5233516483516483,0.3636363636363636,0.38043478260869623,0.35802469135802717,5
0.0,0,0.2980209545983702,0.3516483516483516,0.37549407114624506,0.38043478260869623,0.35802469135802717,5
0.0,0,0.15308498253783476,0.5755494505494505,0.38339920948616596,0.38043478260869623,0.35802469135802717,5
0.0,0,0.23050058207217705,0.41620879120879123,0.3913043478260869,0.3913043478260838,0.37037037037036935,5
0.0,0,0.25087310826542497,0.4010989010989011,0.3992094861660079,0.38043478260869623,0.35802469135802717,5
1.0,0,0.31373690337601867,0.3337912087912088,0.40711462450592883,0.38043478260869623,0.35802469135802717,5
0.0,0,0.17403958090803262,0.5068681318681318,0.41897233201581024,0.36956521739130244,0.34567901234567877,5
0.0,0,0.15424912689173464,0.5618131868131868,0.4268774703557312,0.3913043478260838,0.37037037037036935,5
0.0,0,0.2270081490104774,0.5137362637362637,0.43478260869565216,0.3913043478260838,0.37037037037036935,5
0.0,0,0.08265424912689179,0.6442307692307693,0.4426877470355731,0.4021739130434776,0.38271604938271775,5
0.0,0,0.22002328288707806,0.5439560439560439,0.450592885375494,0.3913043478260838,0.37037037037036935,5
0.0,0,0.32537834691501744,0.3516483516483516,0.458498023715415,0.3913043478260838,0.37037037037036935,5
0.0,0,0.22817229336437728,0.39010989010989017,0.46640316205533594,0.3913043478260838,0.35802469135802717,5
0.0,0,0.09371362048894072,0.7788461538461537,0.4743083003952569,0.4021739130434776,0.35802469135802717,5
0.0,0,0.14260768335273577,0.5865384615384615,0.48221343873517786,0.3913043478260838,0.35802469135802717,5
0.0,0,0.24388824214202565,0.47802197802197804,0.49011857707509876,0.4021739130434776,0.35802469135802717,5
0.0,0,0.22759022118742733,0.4189560439560439,0.4980237154150197,0.3913043478260838,0.34567901234567877,5
0.0,0,0.17753201396973228,0.5123626373626373,0.5059288537549407,0.38043478260869623,0.3333333333333304,5
0.0,0,0.3311990686845169,0.3282967032967033,0.5138339920948616,0.38043478260869623,0.3333333333333304,5
1.0,0,0.1589057043073342,0.5412087912087912,0.5217391304347826,0.36956521739130244,0.3333333333333304,5
1.0,0,0.1525029103608848,0.6291208791208791,0.533596837944664,0.36956521739130244,0.3333333333333304,5
0.0,0,0.11699650756693836,0.6758241758241758,0.5454545454545454,0.38043478260869623,0.3333333333333304,5
1.0,0,0.31606519208381845,0.3392857142857143,0.5533596837944663,0.38043478260869623,0.34567901234567877,5
2.0,0,0.14668218859138538,0.5755494505494505,0.5652173913043478,0.36956521739130244,0.34567901234567877,5
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1.5499204589462463,1,0.06958297856498606,0.9583122969751562,0.6907224661536813,0.48205051958789324,0.5228424521377952,2
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1.557335503200736,1,0.057634470040050505,0.9016629470318488,0.7640889654796295,0.8879133265044443,0.8767409818371172,2
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1.8610386860949992,1,0.06885084082045997,0.8836199386363047,0.6226322812346837,0.8897655585382063,0.891614490393824,2
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