Datasets:
Fitjv
/
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
301
L
297.8
323
1,622
38.3
134
0
302
L
297.7
323
1,740
27.1
136
0
303
H
297.8
323
1,512
35.1
138
0
304
M
297.8
323
1,479
43.5
143
0
305
L
297.8
323
1,737
27.5
146
0
306
L
297.8
323
2,129
19.2
148
0
307
L
297.8
323
1,374
47.1
150
0
308
M
297.8
323
1,579
36.6
152
0
309
L
297.9
323.37037
1,305
47.2
155
0
310
M
297.9
323.37037
1,449
40.8
157
0
311
H
298
323.740741
1,526
41.8
160
0
312
M
298
323.740741
1,453
44.1
165
0
313
L
297.9
323.740741
1,468
36
168
0
314
L
298
323.740741
1,313
50.8
170
0
315
M
297.9
323.37037
1,300
53
172
0
316
L
297.9
323
1,646
40.6
175
0
317
L
297.8
323
1,714
33.2
177
0
318
L
297.8
323
1,685
28.4
179
0
319
L
297.8
323
1,512
39.9
181
0
320
L
297.8
323
1,612
32.1
183
0
321
H
297.8
323
1,550
38.2
185
0
322
L
297.8
323
1,518
32.5
190
0
323
L
297.8
323.37037
1,448
40
192
0
324
L
297.8
323.37037
1,561
46.3
194
0
325
M
297.8
323.37037
1,488
41.9
196
0
326
L
297.8
323.37037
1,699
27.8
199
0
327
L
297.7
323.37037
1,501
41.4
201
0
328
L
297.7
323.37037
1,373
56.7
203
1
329
H
297.6
323
1,703
31.4
205
0
330
H
297.7
323.37037
1,720
29.9
210
0
331
M
297.6
323
1,398
41.9
215
0
332
M
297.6
323
1,391
51.9
218
0
333
M
297.6
322.62963
1,538
40.2
0
0
334
L
297.5
322.259259
1,647
31.3
3
0
335
M
297.5
321.888889
1,469
44.8
5
0
336
L
297.4
321.888889
1,749
25.9
8
0
337
M
297.6
322.259259
1,995
20.5
10
0
338
L
297.6
322.62963
1,742
27.7
13
0
339
L
297.5
322.259259
1,563
38.2
15
0
340
M
297.5
322.259259
1,713
32.2
17
0
341
L
297.4
321.888889
1,474
39.4
20
0
342
M
297.4
322.259259
1,530
32.6
22
0
343
L
297.4
322.259259
1,471
46.5
25
0
344
L
297.5
322.62963
1,388
48.6
27
0
345
M
297.5
322.259259
2,448
13.8
29
0
346
L
297.5
322.62963
1,585
32.9
32
0
347
M
297.5
322.62963
1,459
45.2
34
0
348
L
297.5
322.62963
1,544
40.8
37
0
349
L
297.6
322.62963
1,617
31.7
39
0
350
L
297.6
322.62963
1,595
34.3
41
0
351
H
297.6
322.62963
1,400
44.3
43
0
352
M
297.6
323
1,611
31
48
0
353
M
297.6
323
1,507
46
51
0
354
H
297.5
322.62963
1,674
30
54
0
355
L
297.6
322.62963
1,658
34.3
59
0
356
L
297.6
322.62963
1,623
36.9
61
0
357
M
297.6
323
1,398
48.9
63
0
358
L
297.6
323
1,517
34.2
66
0
359
M
297.6
322.62963
1,467
36.7
68
0
360
M
297.6
322.62963
1,567
34.6
71
0
361
M
297.5
322.62963
1,521
38.2
74
0
362
L
297.5
322.62963
1,596
36.8
77
0
363
H
297.6
322.62963
1,640
30.9
79
0
364
L
297.6
322.62963
1,438
47.8
84
0
365
L
297.6
323
1,407
55.2
86
0
366
L
297.6
323
1,353
57.5
88
0
367
M
297.6
323.37037
1,552
40.9
90
0
368
M
297.6
323
1,569
38.3
93
0
369
L
297.5
323
1,489
39.5
96
0
370
H
297.5
323
1,587
36.1
98
0
371
M
297.5
322.62963
1,622
37.2
103
0
372
L
297.5
323
1,604
38.1
106
0
373
M
297.4
322.62963
1,405
51.7
108
0
374
L
297.4
322.62963
1,412
42
111
0
375
L
297.4
322.62963
1,431
43
113
0
376
L
297.4
322.259259
1,533
37.4
115
0
377
M
297.4
322.259259
1,401
51.9
117
0
378
M
297.4
322.259259
1,424
53.9
120
0
379
L
297.3
322.259259
1,754
29.4
123
0
380
L
297.3
322.259259
1,754
26.8
125
0
381
L
297.5
322.62963
2,564
12.8
127
1
382
L
297.5
323.37037
1,546
40.4
129
0
383
L
297.5
323.37037
1,335
48
131
0
384
M
297.5
323.740741
1,842
27
133
0
385
L
297.5
323.37037
1,712
26.8
136
0
386
M
297.6
323.740741
1,414
45.4
138
0
387
L
297.6
324.111111
1,319
50.9
141
0
388
L
297.7
324.111111
1,249
60.4
143
0
389
L
297.6
324.111111
1,455
48.2
145
0
390
M
297.6
324.111111
1,408
54.8
147
0
391
L
297.6
324.111111
1,460
46.7
150
0
392
L
297.6
323.740741
1,491
38.1
152
0
393
M
297.6
323.37037
1,490
43.4
154
0
394
M
297.5
323
1,350
52.2
157
0
395
L
297.5
323
1,528
39.9
160
0
396
L
297.4
322.62963
1,571
37.7
162
0
397
L
297.4
322.62963
1,490
42.6
164
0
398
M
297.4
322.62963
1,774
28.9
166
0
399
H
297.4
322.62963
1,502
43.6
169
0
400
L
297.4
323
1,392
49.7
174
0