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
302.9
312.4
1,383
51.4
160
L
0
302.5
312
1,445
54.8
0
M
0
300.3
311.7
1,989
22.3
121
L
0
297.5
308.6
1,255
60.7
77
M
0
298.9
309.9
1,449
44.1
112
M
0
302.3
311.7
1,540
28.9
149
M
0
300.8
309.4
1,489
38.4
109
L
0
299.4
309.3
1,534
37.5
39
H
0
299.1
310.5
1,428
43
53
M
0
298.2
307.8
1,530
35.9
68
L
0
300.4
311.4
1,309
55.5
71
L
0
301.8
309.6
1,432
43.7
138
L
0
300.9
310.4
1,445
41.7
180
L
0
299.2
308.5
1,526
37.3
135
M
0
301.1
311.2
1,910
20.2
41
L
0
297.5
308.3
1,435
40.3
197
L
0
300.8
310.9
1,425
44
33
H
0
296.2
307.2
1,385
44
5
M
0
298
307.9
1,482
37.8
132
H
0
303.9
313
1,759
28.4
74
L
0
302.3
311
1,578
33.5
158
M
0
297.2
308.4
1,378
41.9
97
M
0
298.3
309.4
1,618
31.5
108
L
0
299.5
309.3
1,577
36.6
14
L
0
298.6
309.1
1,423
44.3
29
H
0
298.7
309.7
1,622
34.6
8
M
0
297.1
308.3
1,773
23.8
169
L
0
298.2
308.2
1,478
50.1
166
L
0
303.8
312.9
1,589
37.2
203
L
0
300.8
311.2
1,429
52.3
77
M
0
298.9
308.2
2,384
15
19
L
0
298.1
309
1,502
40.9
153
L
0
302.6
312
1,657
29.3
37
H
0
297.2
308.7
1,463
49.9
146
L
0
301.6
310.6
1,222
70
62
L
1
300.7
310.2
1,696
27.5
73
L
0
299.7
309.3
1,399
41.9
221
M
0
299.6
311
1,554
36.3
62
L
0
296.2
307.3
1,451
42.8
11
M
0
298.7
308.5
1,353
47
190
L
0
298.7
308.5
1,668
35.2
77
L
0
299.4
309.1
1,464
40.5
215
L
0
301
310.8
1,475
35.3
19
L
0
300.8
311.3
1,782
26.9
116
L
0
295.6
306.2
1,612
31.2
131
L
0
300.7
311.7
1,412
49.1
219
M
0
297.6
308.5
1,475
42.4
24
L
0
299.1
308.3
1,489
38.1
32
L
0
298.9
310.1
1,523
39.1
53
L
0
300.9
311
2,003
20.2
138
L
0
300.9
310.8
1,517
44.3
4
L
0
298.4
309.7
1,530
38.6
161
L
0
302.6
312.1
1,782
26.8
198
L
0
300.7
309.6
1,925
20.5
9
H
0
303.1
311.4
1,831
23.3
161
M
0
297.1
307.8
1,443
43.9
137
M
0
303.7
312.6
1,711
27.6
170
H
0
297.5
308.1
1,334
72
151
M
1
298
308.1
1,339
51.6
197
M
0
300.8
311.7
1,468
38.7
39
H
0
301.1
312.3
1,587
34.5
115
L
0
300.6
309.4
1,380
47.6
246
H
0
301.1
309.8
1,519
39.6
167
L
0
298.1
307.8
1,569
31.2
131
M
0
299.7
310.3
1,386
46.6
2
L
0
298.9
310.1
1,750
25
156
L
0
298.1
308.6
1,439
44.9
205
L
0
301.6
310.6
1,455
43.9
0
L
0
299
310.3
1,540
38.1
182
M
0
299.7
310.4
1,614
36.2
108
L
0
298.8
309.1
1,512
40.7
156
L
0
300.3
311.7
1,571
31.2
123
L
0
300.2
309.7
1,421
44.6
17
L
0
302.6
310.8
1,470
41.2
156
L
0
298.4
309.1
1,423
48
135
L
0
300.5
311.7
1,811
26.8
47
L
0
302.6
310.4
1,359
57.2
67
L
0
300.6
309.6
1,588
37
50
M
0
298.7
309.6
1,452
42.7
180
M
0
297.9
309.1
1,338
49.6
56
M
0
298.9
308.9
1,750
29.9
50
M
0
298.8
308.5
1,359
47.6
85
H
0
299
310.4
1,394
45.2
122
M
0
297.4
308.8
1,359
48.7
220
M
0
298
308.6
1,313
50.8
170
L
0
304
313.5
1,732
26.2
126
M
0
296.4
307.5
1,549
36.1
58
L
0
299
309.1
1,394
45.1
179
L
0
303.6
312.2
1,371
54.6
112
H
0
303.4
311.6
1,564
41.9
137
L
0
296.8
308
1,510
39.4
29
L
0
301.9
311
1,353
43.8
130
L
0
298.8
309.7
2,098
19
133
M
0
302.9
312.3
1,530
34.9
185
L
0
298.3
308.6
1,548
40.3
140
L
0
300.4
309.7
1,488
35.7
177
L
0
298.9
310.1
1,442
42.9
153
M
0
303
311.2
1,503
37
152
H
0
301.4
310.6
1,550
36.8
159
L
0
301.5
309.8
1,549
38.5
81
L
0