Datasets:
harikbab02
/
Machine-Failure-Prediction

Dataset card Data Studio Files
xet
Community
1
UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
9,301
L
298.1
324.851852
1,367
41.9
113
0
9,302
M
298.1
324.851852
1,459
50.3
115
0
9,303
M
298.1
324.851852
1,804
25.1
118
0
9,304
L
298.2
325.222222
1,491
38.3
121
0
9,305
L
298.3
325.592593
1,537
43
123
0
9,306
H
298.3
325.592593
1,646
30.2
125
0
9,307
M
298.3
325.962963
1,783
28.3
130
0
9,308
L
298.3
325.592593
1,395
49.8
133
0
9,309
L
298.4
325.592593
1,423
48
135
0
9,310
L
298.3
325.962963
1,562
37.6
137
0
9,311
L
298.4
326.333333
1,549
40.8
139
0
9,312
L
298.4
326.703704
1,540
43.2
141
0
9,313
H
298.5
326.703704
1,573
33.6
143
0
9,314
L
298.5
326.703704
1,418
45.1
148
0
9,315
M
298.5
326.703704
1,565
33.7
150
0
9,316
L
298.5
327.074074
1,569
41
153
0
9,317
H
298.5
326.703704
1,417
41.2
155
0
9,318
L
298.5
327.074074
1,480
38.1
160
0
9,319
L
298.5
326.703704
1,364
44.5
162
0
9,320
L
298.5
326.703704
1,911
21.5
164
0
9,321
L
298.4
326.333333
1,409
43.1
166
0
9,322
L
298.4
325.962963
1,335
53.5
168
0
9,323
M
298.5
326.333333
1,512
38.1
170
0
9,324
L
298.6
326.703704
1,447
40.2
173
0
9,325
L
298.6
326.333333
1,537
37.6
175
0
9,326
M
298.6
326.333333
1,510
40.8
177
0
9,327
L
298.6
326.333333
1,677
31.2
180
0
9,328
L
298.5
325.962963
1,504
33.7
182
0
9,329
H
298.5
325.592593
2,051
19
184
0
9,330
L
298.5
325.592593
1,474
41.3
189
0
9,331
M
298.4
325.222222
1,507
36.1
191
0
9,332
L
298.4
324.851852
1,496
37.9
194
0
9,333
M
298.5
325.222222
1,921
22
196
0
9,334
L
298.5
325.222222
1,450
40.5
199
0
9,335
L
298.4
324.851852
1,402
44.8
201
0
9,336
L
298.4
324.851852
1,501
50
203
0
9,337
L
298.5
324.851852
1,725
31.9
205
0
9,338
H
298.5
324.851852
1,500
40.3
207
0
9,339
H
298.5
325.222222
1,531
30.8
212
0
9,340
L
298.5
325.222222
1,458
44.8
217
0
9,341
H
298.4
324.851852
1,577
37.1
0
0
9,342
M
298.3
324.851852
1,363
46.1
5
0
9,343
H
298.3
324.851852
1,706
31.8
8
0
9,344
M
298.3
324.481482
1,391
50.4
13
0
9,345
L
298.2
324.481482
1,616
33.7
16
0
9,346
L
298.2
324.481482
1,442
47
18
0
9,347
M
298.2
324.481482
1,626
40.4
20
0
9,348
M
298.2
324.111111
1,426
42.6
23
0
9,349
L
298.2
324.111111
1,436
49.1
26
0
9,350
M
298.2
324.111111
1,599
36.2
28
0
9,351
L
298.2
324.111111
2,186
17.8
31
0
9,352
L
298.3
324.481482
1,645
30.4
33
0
9,353
L
298.2
324.111111
1,780
27.9
35
0
9,354
L
298.2
324.481482
1,345
44.3
37
0
9,355
M
298.2
324.481482
1,607
31.9
39
0
9,356
L
298.3
324.851852
1,708
28
42
0
9,357
L
298.3
324.851852
1,270
52.7
44
0
9,358
M
298.3
324.851852
1,646
25.4
46
0
9,359
L
298.2
324.111111
1,407
45.1
49
0
9,360
M
298.1
324.111111
1,581
47.4
51
0
9,361
L
298
323.740741
1,532
42.6
54
0
9,362
L
298
323.740741
1,610
33.1
56
0
9,363
M
298
323.37037
1,682
33
58
0
9,364
L
297.9
323.37037
1,519
34.3
61
0
9,365
L
297.9
323.37037
1,683
28.5
63
0
9,366
M
298
323.740741
1,254
55.8
65
0
9,367
L
298
323.37037
1,461
48
68
0
9,368
L
297.9
323.37037
1,472
45.1
70
0
9,369
L
297.7
323
1,510
38.6
72
0
9,370
M
297.7
322.62963
1,547
36.8
74
0
9,371
H
297.7
323
1,418
51.9
77
0
9,372
L
297.7
323
1,289
51.3
82
0
9,373
L
297.7
323
1,487
41.4
84
0
9,374
L
297.7
323.37037
1,453
45.5
86
0
9,375
M
297.8
323.37037
1,466
44.7
88
0
9,376
H
297.7
323
1,288
49.5
91
0
9,377
H
297.7
323
1,738
27.7
96
0
9,378
H
297.7
322.62963
1,488
41
101
0
9,379
L
297.6
322.62963
1,816
28.8
106
0
9,380
L
297.5
322.259259
1,419
48.5
108
0
9,381
L
297.4
321.888889
1,435
45.7
110
0
9,382
M
297.5
321.888889
1,480
42.4
112
0
9,383
L
297.5
322.259259
1,610
33.6
115
0
9,384
H
297.5
321.888889
1,548
38.2
117
0
9,385
M
297.6
321.888889
1,379
57.4
122
0
9,386
M
297.5
321.888889
1,907
23.5
125
0
9,387
M
297.5
321.518519
2,033
16.7
128
0
9,388
H
297.4
321.148148
1,390
52
131
0
9,389
M
297.5
321.148148
1,544
37.9
136
0
9,390
L
297.6
321.518519
1,258
57.4
139
0
9,391
M
297.5
321.518519
1,560
39
141
0
9,392
H
297.6
322.259259
2,071
18.5
144
0
9,393
L
297.6
321.888889
1,437
46.3
149
0
9,394
H
297.7
322.259259
1,489
43
151
0
9,395
L
297.7
322.259259
1,334
53
156
0
9,396
L
297.7
322.259259
1,500
39.9
158
0
9,397
L
297.8
322.62963
1,498
47.3
160
0
9,398
M
297.7
322.259259
1,370
53.4
162
0
9,399
H
297.7
322.259259
1,526
40.1
165
0
9,400
L
297.8
322.62963
1,477
44.8
170
0