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
312.3
1,426
44.7
157
M
0
301
311.2
1,521
35.8
13
M
0
297.6
308.6
1,482
38.3
39
M
0
301.8
310.3
1,409
52.5
26
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
303.6
311.8
1,421
44.8
1,010
M
1
301.4
310.7
1,605
34.2
94
L
0
297.3
308.7
1,549
36.1
218
L
0
300.5
311.4
2,072
18.8
75
M
0
297.4
308.2
1,401
51.9
117
M
0
300.1
309.1
1,400
46.7
77
L
0
298.6
309.5
1,547
44.8
36
L
0
297.3
308.7
1,577
35.6
133
M
0
297.2
308.1
1,662
31.3
0
L
0
299.3
308.6
1,437
48.1
67
L
0
300.6
309.9
1,480
43.7
153
L
0
302.4
311.9
1,422
46.4
194
M
0
303.3
311.8
1,315
62
42
L
0
298.8
308.8
1,991
20.7
59
L
0
300.7
311.5
1,441
40.6
33
M
0
301.1
310.7
2,219
16.7
79
M
0
297.7
307.4
1,764
29
139
L
0
295.8
306.4
1,339
53.2
67
L
0
300.4
311
1,433
46.1
199
M
0
300
309.6
1,364
45.9
16
L
0
301.8
311.1
1,413
42.2
9
M
0
298.9
308.3
1,576
36.6
7
L
0
296.5
307.4
1,350
55.6
69
M
0
298.3
310.1
1,389
49.6
75
M
0
298.8
310
1,484
44.9
80
M
0
300.5
309.6
1,366
50.2
219
L
0
303.7
311.9
1,561
33.3
153
L
0
301.7
311.1
1,469
37.2
128
L
0
300
309.4
2,010
20
55
L
0
297.8
308.4
1,512
39.9
181
L
0
297.4
308.5
1,295
52.1
130
L
0
301.3
310.3
1,313
55.6
127
L
0
298.1
307.8
1,514
43.5
78
M
0
298.3
310.1
1,509
37.6
85
H
0
298.5
309.4
1,517
40.2
45
L
0
303.7
312.4
1,316
59.3
137
L
0
297.5
308.7
1,546
38
123
M
0
300.4
311.6
1,674
33
172
L
0
297.2
308.6
1,413
49.8
12
L
0
298.8
310.1
1,380
44
56
H
0
298.2
309.4
1,408
46.5
76
M
0
300.5
309.8
1,345
62.7
153
L
1
296.7
307.5
1,515
42.1
55
M
0
298.7
309.1
1,607
32.7
2
L
0
300.4
309.6
1,553
43.9
75
L
0
300.1
309.7
1,601
35.8
160
L
0
296.8
308.1
1,356
48.3
201
L
0
299.5
310
1,349
52.7
92
L
0
301.2
310.8
1,711
28.9
38
L
0
299.4
309.2
1,569
40.8
73
L
0
300.7
309.9
1,815
27
190
L
0
298.6
308.4
1,391
42.4
169
M
0
299.9
311.3
1,647
27.5
26
L
0
296.3
307.3
1,567
31.4
5
L
0
298.9
310.2
1,696
30.2
214
L
0
299.8
309.6
1,434
48
82
M
0
303.7
313
1,811
24.3
209
L
0
297
307.8
1,404
40.7
184
H
0
302.8
312.4
1,411
53.8
246
H
0
302.4
311.1
1,446
42.9
5
L
0
299.2
308.6
1,381
50
193
L
0
298.8
309.9
1,466
44.6
66
H
0
299
308.7
1,583
32.5
25
L
0
297.5
309.4
1,517
36.7
233
L
0
300.5
311.4
1,312
51.4
60
M
0
296.2
307.2
1,515
36.5
38
L
0
300.6
309.4
1,691
28
36
H
0
301.1
310.9
1,552
37.9
126
M
0
300.6
312.1
1,354
46.9
138
H
0
301.9
310.4
1,286
62.8
22
L
0
297.9
308
1,490
46.2
6
L
0
302.4
311.4
1,475
40.4
126
L
0
300.4
311.4
1,424
44.6
127
L
0
301.6
310.9
1,385
50.7
195
L
0
301.2
311
1,596
37.2
219
L
0
301.8
311.1
1,495
36.9
197
L
0
299.6
309.1
1,630
32.3
194
H
0
301.5
310.4
1,329
46.6
24
L
0
299.8
309.1
1,578
42.1
191
L
0
298.9
309.8
1,353
53.7
71
M
0
298.8
308.8
1,445
49.9
4
H
0
300.5
309.9
1,780
26.5
101
M
0
299.7
310.3
1,661
34.5
6
M
0
300.4
310.6
1,545
35.6
16
M
0
300.7
311.5
1,569
36.4
20
M
0
301.3
311
1,402
47.5
197
M
0
303.6
311.9
1,617
36
95
M
0
299.2
308.8
1,542
39.2
179
L
0
302.4
310.3
1,480
45.8
123
L
0
303.7
312.1
1,363
51.8
90
L
0
298.1
308.4
1,438
45.6
105
L
0
297.7
309
1,507
38.2
94
L
0