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
298.1
308.6
1,354
53.9
207
L
0
299.5
310.7
1,488
39.5
95
M
0
299.7
310.3
1,462
40.4
19
H
0
297.3
308.3
1,461
41.5
108
H
0
303.5
312.6
1,602
34.2
108
L
0
299.7
311
1,448
49.8
80
M
0
297.1
308
1,690
25.6
159
M
0
302.6
311.6
1,576
34.7
182
L
0
298
309.2
1,527
39.5
85
L
0
303.6
312
1,391
50.3
101
L
0
301
310.7
1,391
45
123
L
0
303.7
312.4
1,316
59.3
137
L
0
300.1
311.4
1,485
40.4
75
H
0
301.4
310.8
1,285
62.6
183
L
1
298.1
307.5
1,684
33.1
200
L
0
300.4
311.4
1,424
44.6
127
L
0
302.3
311
1,384
49.7
192
M
0
300.3
311.9
1,390
49
194
H
0
301.7
309.8
1,491
39.3
114
L
0
299.9
311.3
1,371
52.3
167
L
0
300.8
310.6
1,505
36.2
0
M
0
298.8
309
1,661
29.5
162
M
0
297.1
307.9
1,496
44.7
88
L
0
303.3
311.3
1,592
33.7
14
L
0
301.2
310.7
1,394
42.8
168
M
0
300.1
311.5
1,434
40.8
80
L
0
0
0
0
0
0
L
0
300
300
199
1,800
120
M
1
72
75
1,200
500
120
M
1
72
70
1,200
500
120
M
1
85
70
1,200
500
120
M
1
85
70
1,200
500
30
M
1
85
70
1,200
500
0
M
1
85
70
1,200
500
0
M
1
85
70
1,200
500
0
M
1
85
70
500
500
0
M
1
85
70
50,000
500
0
M
1
85
70
50,000
500
0
L
1
85
70
50,000
500
0
H
1
30
35
50,000
500
0
H
1
30
35
50,000
500
0
H
1
400
300
1,569
654
56
M
1
8
52
100
12
45
H
0
40
250
100
12
45
H
0
40
250
100
100
1,000
H
0
40
250
100
100
1,000
H
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
1
1
1
1
1
M
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