Datasets:
epalvarez
/
machine-failure-logs

Dataset card Data Studio Files
xet
 Community
1
Air temperature [K]
float64
0
307
Process temperature [K]
float64
0
410
Rotational speed [rpm]
int64
0
2.55k
Torque [Nm]
float64
0
72
Tool wear [min]
int64
0
1.01k
Type
stringclasses
3 values
prediction
int64
0
1
297.7
308.1
2,189
15.6
186
M
0
299.6
309.4
1,643
32.9
145
L
0
300.4
309.7
1,500
35.2
112
H
0
302
309.9
1,447
42.8
185
H
0
298.6
308.3
1,589
34.1
174
M
0
302.7
311.5
1,494
41.4
149
L
0
296.6
307.6
1,498
41.1
80
L
0
298
308.9
1,578
35.6
153
L
0
302.9
312.2
1,510
41.4
94
L
0
300.1
311.4
1,377
56.7
50
H
0
299.7
311.1
1,618
30.3
125
M
0
299.8
310.4
1,579
36.4
0
L
0
299.3
308.8
1,636
29.9
201
L
0
302.7
312.4
1,423
51.9
60
L
0
300.4
311.3
2,026
20.3
26
H
0
298.1
309.1
1,425
44.5
49
H
0
300.8
310.8
1,415
44.5
87
M
0
298.7
309.7
1,311
54.5
52
H
0
302.4
310.1
1,401
48.8
177
L
0
298.7
310.1
1,641
31.1
49
L
0
298.7
309.7
1,667
30.4
92
L
0
299
310.2
1,412
44.1
246
L
0
299.5
309.3
1,523
41.5
181
L
0
298
308.5
1,666
31
198
M
0
300.2
309.8
1,557
33.8
19
L
0
303.6
312.4
1,781
28.7
124
L
0
298.5
309.4
1,418
45.1
148
L
0
299.7
309.2
1,412
45.4
147
L
0
300.8
310.7
1,339
59.1
203
L
0
297.4
308.4
1,580
41.2
66
L
0
295.8
306.4
1,356
48
99
L
0
299
309.1
1,394
45.1
179
L
0
301.7
310.1
1,660
29.3
72
H
0
297.8
307.8
1,543
43.7
8
M
0
302.2
311.3
1,602
32.8
120
L
0
298.2
309
1,371
55.7
23
H
0
300.2
310.1
1,550
38.7
45
M
0
298.5
309.5
1,738
25.2
49
L
0
300.9
311
1,853
23.6
122
H
0
302.2
310.9
1,771
27.6
54
M
0
301
310.9
1,492
44.6
15
L
0
301.9
310.7
1,480
47.1
68
L
0
303.2
311.5
1,544
42.5
227
L
0
302
310.8
1,454
36.6
0
L
0
299.1
308.8
1,566
46.6
192
H
0
298.1
308.4
1,436
46.7
103
L
0
298.4
309.1
1,417
40.6
121
L
0
297.4
308.8
1,467
39
128
L
0
303.5
312
1,761
25.8
105
L
0
301.6
310.4
1,369
45.4
156
H
0
300.4
311.3
1,495
51.2
175
L
0
300.4
311.5
1,476
32.6
144
M
0
300.3
311.5
1,552
38.9
23
L
0
301
310.7
1,497
37.6
116
M
0
298.3
308.4
1,528
37.3
160
L
0
298.2
309.3
2,056
18.7
144
M
0
304.2
313.5
1,627
32.2
91
H
0
298
307.5
1,427
45.1
95
M
0
299.1
308.5
1,415
43.4
0
L
0
302.4
311.9
1,452
43.1
137
L
0
298.3
308.8
1,454
49
166
L
0
298
308.2
2,090
19
143
M
0
299
310.3
1,540
38.1
182
M
0
297.3
308.4
1,513
40.5
25
L
0
302.9
311.2
1,751
23.8
196
L
0
299.1
308.2
1,435
45.2
45
M
0
297.4
308.4
1,441
46.8
116
M
0
304.2
313.4
1,329
54.5
75
M
0
302.2
311.5
1,443
47
90
M
0
297.2
308.5
1,518
44.3
163
L
0
297.6
308.6
1,528
40
123
L
0
300.1
309.6
1,321
46.9
75
L
0
299.2
308.4
1,529
43
50
M
0
298.2
309
1,441
44.2
147
M
0
301
309.7
1,511
39.3
146
M
0
297.5
308.9
1,581
30.4
155
L
0
300.3
309.9
1,494
38.5
33
M
0
299.1
310.5
1,628
35.9
174
L
0
298.7
309.6
1,452
42.7
180
M
0
299.4
309.3
1,485
47.1
209
M
0
303.8
313.1
1,422
42.4
152
L
0
299.1
310.3
1,449
40.7
40
L
0
302.4
311.4
1,475
40.4
126
L
0
298.7
309.8
1,501
44.7
48
M
0
302.4
310.9
1,349
46.1
148
L
0
299.4
309.1
1,461
48.6
70
M
0
297
308.1
1,537
39
103
L
0
299.1
308.6
1,555
36.6
104
L
0
299.3
310.8
1,483
43.5
15
L
0
298.7
309.7
1,881
21.7
29
L
0
300.4
310.6
1,545
35.6
16
M
0
302.5
312
1,487
46.1
175
M
0
299.8
309.7
1,910
21.8
141
M
0
299.8
309.3
1,291
56.4
188
L
0
300
310.1
1,714
28.7
55
H
0
300.8
310.2
1,520
37.7
193
L
0
300.5
311.9
1,323
57.9
155
M
0
298.2
308.9
1,605
32
79
L
0
302.3
312
1,398
43.3
171
L
0
299.3
310.6
1,443
45.7
97
L
0