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
300.7
310.8
1,689
28.9
100
L
0
300.6
312.3
1,532
37.2
54
L
0
297.6
308.3
1,424
53.9
132
L
0
301.7
311.1
1,469
37.2
128
L
0
297.5
308.9
1,390
44.6
140
L
0
303.7
311.9
1,561
33.3
153
L
0
298.5
309.8
1,468
40.9
157
L
0
300.7
309.6
1,925
20.5
9
H
0
300
309.1
1,882
23.8
84
L
0
302.4
311.8
1,673
30.1
210
L
0
300
311.4
1,384
46.1
7
M
0
299.8
309.7
1,429
42.6
127
L
0
301.6
311.2
1,408
42.9
89
L
0
302
310.4
1,357
58
108
L
0
302.3
311.4
1,535
41.8
77
L
0
303.7
312.8
1,448
44.5
55
L
0
300.3
311.7
1,821
26.3
202
L
0
297.5
308.9
1,443
43.5
0
L
0
298.8
309.1
1,378
54.4
165
L
0
303.6
312.8
1,689
33.1
16
M
0
301.1
310
1,433
48.1
14
M
0
301.5
310.4
1,593
36.8
50
M
0
300.4
310.2
1,380
47.3
5
M
0
297
307.9
1,846
27.3
179
H
0
297.6
309
1,491
43.2
7
L
0
301.5
310.9
1,580
32.3
11
L
0
300.7
311.7
1,460
46.1
15
L
0
297.1
308.2
1,399
42.6
194
L
0
299.8
309.6
1,526
41.7
85
L
0
301
310.9
1,492
36.7
199
L
0
298.7
309.7
1,697
29.8
74
H
0
303.9
312.7
1,789
24.4
163
L
0
301.6
309.9
1,440
43.4
100
L
0
297.7
309.3
1,559
36.9
145
L
0
298.2
308.3
2,057
18
168
L
0
298.6
309.6
1,611
35.7
23
L
0
299.3
309.1
1,703
31.3
120
M
0
301.9
310.9
1,421
46.2
26
M
0
300.5
309.7
1,560
30.2
139
L
0
299.4
309.1
1,417
47.3
59
M
0
298.5
308.2
1,595
32.3
46
L
0
301.9
310.8
1,427
47.7
92
L
0
300.3
310.2
1,492
52.3
2
L
0
304.2
313.4
1,482
41.4
32
L
0
300.7
310.8
1,814
21.4
59
L
0
296.8
307.9
1,448
48.8
31
L
0
300.5
309.8
1,324
72.8
159
H
1
303.3
311.8
1,536
40.6
205
M
0
301.5
310.5
1,702
28.7
135
L
0
299.1
308.9
1,467
47.2
218
L
0
298
308.5
1,666
31
198
M
0
299.7
310.8
1,418
46.6
197
H
0
302.7
310.7
1,398
57.7
19
L
0
304.1
313.2
1,590
43.4
52
H
0
300.4
311.6
1,200
76.6
3
L
0
300.5
309.8
1,555
38.9
166
M
0
302.4
311.6
1,622
35
68
L
0
297
307.7
1,498
47.1
199
M
0
297.5
308.8
1,587
34.9
166
L
0
302
311
1,563
36.2
8
L
0
296.8
308.1
1,356
48.3
201
L
0
299
310.3
1,689
29.7
101
M
0
301.9
311
2,691
12.1
31
L
1
299.2
309.9
1,516
41.4
219
L
0
299.2
310.4
1,611
36.4
32
L
0
300.6
310.5
2,156
18
16
M
0
300.8
310.6
1,505
36.2
0
M
0
301.8
310.8
1,470
37.6
204
H
0
298.7
309.1
1,607
32.7
2
L
0
303.7
312.7
1,468
43.3
168
L
0
297.5
308.5
1,447
41.6
118
M
0
297.3
308.4
1,472
41.3
67
L
0
300.5
309.8
1,939
21.4
164
L
0
297.3
308.3
1,544
41.7
6
M
0
299.2
310.1
1,534
37.7
10
L
0
302.4
310.1
1,645
31.6
93
L
0
302.7
312.2
1,585
35.5
167
M
0
300.6
310.7
1,501
45.3
175
H
0
300.7
310.1
1,721
32.3
170
L
0
297.5
308.9
1,596
30.7
5
L
0
300.2
309.8
1,418
49.3
16
L
0
298.2
309.7
1,585
37.4
118
L
0
298.6
309.6
1,353
62.5
9
L
0
302.8
310.6
1,617
37.9
207
L
0
301.8
309.9
1,418
51.3
116
H
0
300.4
309.8
1,421
47.2
0
M
0
298.9
309.2
1,581
36.7
101
M
0
297.8
307.8
1,662
30.7
48
H
0
300.1
311.4
1,390
52.1
94
M
0
301.2
311
1,596
37.2
219
L
0
297.1
307.9
1,496
44.7
88
L
0
300.4
312
1,631
34.9
115
L
0
298.6
308.3
1,422
40.4
179
L
0
299.3
308.5
1,422
43.1
186
M
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
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