Datasets:
pgurazada1
/
machine-failure-logs

Dataset card Data Studio Files Community
1
Air temperature [K]
float64
0
400
Process temperature [K]
float64
0
350
Rotational speed [rpm]
int64
0
50k
Torque [Nm]
float64
0
5k
Tool wear [min]
int64
0
1k
Type
stringclasses
3 values
prediction
int64
0
1
297.1
308.4
1,421
42
165
M
0
298.6
309.5
1,366
55
65
M
0
300
311.5
1,451
49
115
M
0
297.7
308.7
1,474
46.8
188
L
0
300.9
311.9
1,480
40.9
28
M
0
304
313.1
1,408
39.8
132
H
0
297.3
308.2
1,754
26.8
125
L
0
298.3
309.4
1,595
29
103
M
0
298.6
310.1
1,439
49.9
17
L
0
300.7
310.2
1,286
64.9
160
L
1
300.8
311.7
1,490
46.4
217
L
0
299.4
309
1,415
51.7
62
H
0
301.4
310.7
1,536
44.4
96
H
0
303.5
312.7
1,393
49.3
82
L
0
297.2
308.4
1,460
42.1
41
L
0
303.5
312.4
1,318
54.2
177
M
0
303.7
312.4
1,631
28.5
132
M
0
299.7
309.2
1,468
49.6
132
H
0
301.2
310.7
1,747
27.3
35
H
0
301.9
310.6
1,462
38.8
22
L
0
303.9
313.1
1,425
49.3
199
L
0
297.4
309.3
1,499
36.8
88
M
0
302.5
311.5
1,493
35.1
131
L
0
301.9
310.9
1,569
32.5
188
M
0
300.7
312.3
1,577
33.2
100
L
0
304
313.1
1,466
39.5
83
M
0
299.5
310.8
1,754
31.3
114
M
0
303.6
312.4
1,388
41.9
221
L
0
298.2
308.6
1,433
39.5
7
L
0
301
312.2
1,372
47
59
L
0
299.5
309.9
1,402
51.7
58
L
0
297.2
308.1
1,446
38.5
164
L
0
297.2
308.6
1,444
41.1
56
M
0
300.1
309.1
1,731
30.4
92
M
0
302.2
311.3
1,510
37.1
10
M
0
298.1
310
1,393
43.1
65
M
0
302.6
312.2
1,458
38.8
34
M
0
299.7
311.2
1,352
52.1
176
L
0
300.5
311.9
1,576
31.1
149
L
0
297.9
308.9
1,393
40.6
45
L
0
298.5
309.4
1,521
37.5
94
M
0
300.2
311.7
1,448
54.2
173
L
0
301.2
310
1,445
45.6
18
M
0
297.4
308.8
1,620
33.4
186
L
0
296.9
308
1,641
33.3
67
M
0
296.9
307.8
1,605
37
84
L
0
300.8
310.4
1,368
46.8
21
L
0
299.6
309.1
1,369
51.4
164
L
0
297
307.7
1,498
47.1
199
M
0
299.2
308.8
1,542
39.2
179
L
0
302
310.4
1,450
46.6
165
L
0
300.3
311.8
1,592
32.1
11
M
0
298
308.3
1,544
34.7
213
L
0
298.8
309.9
1,550
38.8
53
L
0
298
308.5
1,404
46.6
201
L
0
300.1
309.6
1,760
25.4
55
L
0
295.8
306.5
1,568
35.1
111
L
0
299.4
309.1
1,957
22.1
55
L
0
302.9
312.4
1,334
50.9
5
M
0
298.3
308.9
1,706
31.8
8
H
0
296.3
307.3
1,567
31.4
5
L
0
303
311.2
1,511
45.7
184
L
0
298.6
308.3
1,422
40.4
179
L
0
300.3
309.5
1,320
62.2
142
M
0
300
309.8
1,474
40.6
78
L
0
300.4
311.5
1,492
44.6
149
L
0
299.9
309.4
1,487
42.2
198
M
0
295.5
306.1
1,822
24.3
164
M
0
298.4
308.9
1,501
50
203
L
0
302.2
311.4
1,390
48.1
40
L
0
302.6
312.1
1,519
38.1
178
L
0
297.5
309.4
1,368
45.3
129
H
0
298.9
309.8
1,353
53.7
71
M
0
303.9
313.2
1,481
40
100
L
0
301.2
311
1,573
32.8
57
L
0
299.6
309.4
1,331
46.4
16
L
0
299.8
309.1
1,612
35.4
205
L
0
298.8
308.7
1,445
48.5
70
L
0
303.9
313.2
1,422
48
215
M
0
301.2
310.8
1,711
28.9
38
L
0
302.5
311.9
1,497
41.6
123
L
0
298.4
309.5
1,514
38.8
128
M
0
301.2
309.9
1,362
50.7
25
H
0
299.1
310.1
1,373
55.6
108
L
0
300.2
310.1
1,550
38.7
45
M
0
299
308.7
1,892
22.8
96
L
0
299.1
310.5
1,485
37.8
46
L
0
297.4
308.8
1,473
46.2
167
L
0
301.7
310
1,391
50.6
195
M
0
302.4
310.1
1,418
52.3
141
L
0
295.6
306.1
1,462
49.2
158
M
0
302.3
311.7
1,456
45.4
130
H
0
298.3
307.9
1,703
28.9
147
L
0
297.6
308.4
1,569
38.3
93
M
0
300.1
309.7
1,641
30.4
41
L
0
302.8
312.4
1,651
27
200
L
0
300.5
309.6
1,366
50.2
219
L
0
300.3
311.7
1,236
57.5
12
M
0
300.7
312.2
1,335
49
62
H
0
299.2
308.4
1,509
39.4
0
L
0