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

Dataset card Viewer Files Community
1
Air temperature [K]
float64
0
700
Process temperature [K]
float64
0
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
299.3
309
1,734
30.6
154
L
0
301.8
311.1
1,495
36.9
197
L
0
297.6
308.8
1,683
31.6
79
M
0
297.5
308.6
1,536
39
202
L
0
296.6
307.7
1,386
62.3
100
H
0
299.1
308.3
1,424
43.4
16
H
0
300.4
311.2
1,673
28.9
171
L
0
302
310.9
1,456
47.2
54
M
0
300.5
311
1,759
28.3
13
L
0
299.3
308.8
1,550
45.8
170
L
0
302.6
312
1,657
29.3
37
H
0
302.5
310.3
1,592
32.6
174
L
0
300.6
309.7
1,470
43.8
18
H
0
301.8
310.8
1,546
43.4
29
L
0
300.2
311.7
1,286
55.1
42
L
0
299.5
310
1,481
43.1
90
L
0
300.8
310.8
1,415
44.5
87
M
0
301.8
310.6
1,395
50.5
131
L
0
304.1
313.2
1,452
48
126
L
0
301.7
311.1
1,578
40.5
174
M
0
300.6
311.7
1,734
29.9
72
L
0
297.9
308.1
1,531
40.8
2
L
0
302.4
312.1
1,492
47.7
7
M
0
297.4
308.8
1,651
34.1
163
L
0
298.7
308.5
1,469
39.9
67
L
0
299.7
310.8
1,418
46.6
197
H
0
299.2
308.4
1,476
32.7
101
M
0
298.4
308.9
1,638
32.4
109
L
0
298.8
309.7
1,450
43.1
63
L
0
297.9
307.8
1,303
59.3
75
M
0
302.6
310.5
1,461
45.4
0
L
0
298.4
309.2
2,118
17.7
210
L
0
301.4
310.6
1,459
46.9
27
M
0
301.3
310.1
1,662
31
37
L
0
299.5
308.8
1,886
20.9
117
M
0
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