Datasets:
pgurazada1
/
machine-failure-mlops-demo-logs

Dataset card Viewer Files Community
1
Air temperature [K]
float64
1
700
Process temperature [K]
float64
1
11.1k
Rotational speed [rpm]
int64
1
5k
Torque [Nm]
float64
1
360
Tool wear [min]
int64
0
1.98k
Type
stringclasses
3 values
prediction
int64
0
1
298.6
310.2
1,668
31.5
7
M
0
300.4
311.4
1,936
23.9
131
L
0
298.5
308
1,404
48.1
32
L
0
301.7
310.8
1,954
21.6
198
M
0
298
309
1,439
38.5
34
M
0
300.1
309.8
1,506
35.2
21
L
0
299
310.3
1,520
45
171
L
0
299.2
310.5
1,391
45.8
38
L
0
298.7
308.5
1,375
46.4
48
L
0
300.7
310
1,672
29.7
176
L
0
302.6
310.4
1,451
43.1
35
M
0
298.8
310
1,484
44.9
80
M
0
297.2
308.6
1,335
53
39
L
0
300.8
310.5
1,511
35.8
54
M
0
295.7
306.5
1,737
26.2
97
L
0
300
309.4
1,498
38.5
37
H
0
300.3
309.2
1,364
47.6
45
M
0
299
309
1,351
52.2
44
M
0
299
308.4
1,535
47.5
163
M
0
301.2
311
1,567
35.1
64
L
0
303.6
311.9
1,617
36
95
M
0
301.7
311.3
1,421
45.9
85
L
0
299
308.7
1,408
48.5
25
H
0
298.4
308.2
1,478
43.5
206
H
0
300.6
309.5
1,471
49.6
29
L
0
301.6
310.6
1,691
30.1
40
M
0
297.4
308.4
1,378
39.9
63
L
0
297.4
308.3
1,771
27.4
100
H
0
300.4
309.9
1,496
31.8
154
L
0
300.5
309.9
1,780
26.5
101
M
0
301.1
310.5
1,646
30.7
76
M
0
298.3
308.8
1,645
30.4
33
L
0
296.9
307.7
1,653
35.9
177
L
0
302.2
310.6
1,462
43.6
0
L
0
296.8
308.2
1,361
53.8
193
L
0
297.2
308.3
1,419
39.7
115
L
0
303.9
313
1,901
22.5
110
M
0
297.7
308.7
1,731
28.4
104
L
0
302.7
312.3
1,858
25.4
2
L
0
303.5
312.7
1,393
49.3
82
L
0
297.7
307.5
1,379
43.3
111
L
0
302.4
312
1,545
36.4
12
L
0
299.3
308.6
1,520
41.4
67
H
0
300.7
310.8
1,689
28.9
100
L
0
297
308.1
1,537
39
103
L
0
295.9
306.6
1,532
38.6
104
M
0
298.1
307.6
1,764
27.7
23
M
0
300.4
311.7
1,444
51.2
174
L
0
302.7
312.1
1,597
39.8
153
L
0
299.8
309.4
1,609
32.5
27
L
0
298.5
309.5
1,561
34.8
35
L
0
301.5
310.6
1,490
48.1
81
L
0
300.1
311.3
1,535
42.3
92
L
0
300.3
310
1,537
37.5
6
M
0
300.3
311.5
1,540
41.5
151
M
0
298.9
309.9
1,404
39.8
62
L
0
302.3
311.7
1,341
46.3
194
M
0
300.3
311
1,613
34.7
142
L
0
302.4
311.1
1,887
22.4
197
M
0
301
310.9
1,822
21.6
168
L
0
300.1
309.1
1,353
58.7
86
L
0
299.2
308.6
1,381
50
193
L
0
298.5
309.7
1,523
44.6
83
M
0
297.5
308.9
1,596
30.7
5
L
0
300.8
310.3
1,538
36.1
198
L
0
301.8
310.3
1,538
36.1
198
L
0
303.6
311.8
1,421
44.8
1,010
M
1
300.8
310.3
1,538
36.1
198
L
0
296.3
307.3
1,368
49.5
10
M
0
298.6
309.1
1,339
51.1
34
M
0
302.4
311.1
1,634
34.2
184
L
0
297.9
307.7
1,546
37.6
72
L
0
300.8
310.3
1,538
36.1
198
L
0
296.3
307.3
1,368
49.5
10
M
0
298.6
309.1
1,339
51.1
34
M
0
302.4
311.1
1,634
34.2
184
L
0
297.9
307.7
1,546
37.6
72
L
0
299.4
309.9
1,567
40.6
87
M
0
301.9
311.5
1,492
40.8
150
M
0
300
311.2
1,629
31.7
62
L
0
300.8
310.7
1,358
48.1
198
L
0
300.4
310.2
1,613
36.9
231
M
0
297.9
308
1,954
21.1
42
L
0
297.9
309
1,456
46.5
52
L
0
298.9
309.8
1,947
21.7
105
M
0
297
307.8
1,553
33.3
155
L
0
301.4
310.6
1,459
46.9
27
M
0
303.5
312.9
1,530
34.5
110
M
0
297.6
308.3
1,478
42.3
193
L
0
301.4
310.8
1,680
31.4
185
L
0
301
310.9
1,679
29.8
64
L
0
299.1
308.6
1,437
41.6
183
L
0
300.6
310.2
1,648
31.7
46
L
0
298.8
310.6
1,602
39.1
211
L
0
302.6
311
1,506
37.2
95
L
0
300.2
309.9
1,566
36.4
170
L
0
298.8
309.9
1,466
44.6
66
H
0
298
307.5
1,784
27.8
163
M
0
301.1
311.3
1,836
22.8
31
M
0
299.7
311.2
1,352
52.1
176
L
0