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
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
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
34
33
4,000
5,000
5
M
1
34
33
4,000
5,000
5
M
1
300.8
310.3
1,538
36.1
198
L
0
300.8
310.3
1,538
36.1
198
L
0
300.8
310.3
1,538
36.1
198
L
0
400
350
2,000
50
200
L
1
314
343
1,700
14
2
L
0
314
343
1,700
14
2
M
0
314
343
1,700
14
2
H
0
314
343
17,000
140
20
L
1
314
343
17,000
140
20
L
1
314
343
17,000
140
20
L
1
314
343
17,000
140
20
H
1
314
343
17,000
140
20
M
1
314
343
17,000
140
20
M
1
300.5
310.5
1,695
26.7
28
L
0
302.9
311.2
1,634
36.9
71
L
0
299.4
309.9
1,567
40.6
87
M
0
298.6
308.3
1,422
40.4
179
L
0
300.3
310
1,537
37.5
6
M
0
301.8
310.6
1,395
50.5
131
L
0
300.7
309.6
1,541
34.6
131
L
0
298.2
307.9
1,462
45.5
171
H
0
302.3
311.7
1,341
46.3
194
M
0
301.3
310.4
1,695
30.9
108
L
0
298.1
308.9
1,323
51.7
88
M
0
301.6
310.4
1,517
41.1
167
L
0
302.7
312.4
1,444
48.7
9
L
0
303.6
312.6
1,540
39.8
21
L
0
301
310.8
1,475
35.3
19
L
0
297.5
308.6
1,536
39
202
L
0
295.5
306
1,326
50.8
18
M
0
302
310.6
1,539
37.4
96
M
0
298.4
309.1
1,423
48
135
L
0
301.4
310.1
1,502
46.6
37
L
0
298.8
310
1,389
49.6
149
L
0
301.6
310.5
1,809
25.5
40
L
0
300.3
310.2
1,429
44.7
203
M
0
302.4
310.1
1,418
52.3
141
L
0
299.1
309
1,450
43
40
L
0
301.7
310.7
1,763
25.9
3
L
0
298.8
309.9
1,466
44.6
66
H
0
300.2
310.6
1,431
42.3
113
L
0
300.9
310.7
1,479
43.3
201
L
0
299.1
310.4
1,594
33.3
147
L
0
297.4
308.5
1,782
25.9
54
L
0
300.1
311.5
1,334
54
26
L
0
303.6
312.7
1,403
46.2
57
H
0
299
310.1
2,053
19.7
137
H
0
299
310.3
1,577
40
181
L
0
302.5
310.4
1,580
35.6
176
M
0
297.5
309.3
1,479
39.4
22
L
0
298.4
309.7
1,581
34.6
150
L
0
297.4
309.2
1,428
38.8
26
L
0
298.5
309.6
1,462
45.1
115
L
0
303.5
313
1,465
41
56
L
0
297.9
308.9
1,393
40.6
45
L
0
300.5
311.9
1,710
28.4
158
L
0
297.8
308.8
1,548
36.9
64
L
0
298.1
307.4
1,608
33.9
193
L
0
300.4
309.5
1,711
29.2
215
L
0
301.3
311
1,463
50.2
214
M
0
301.2
310.3
1,451
39.7
123
L
0
297.7
307.3
1,365
49.2
36
M
0
299.1
308.6
1,437
41.6
183
L
0
302.5
311.9
1,401
44.9
203
L
0
302.1
311.4
1,467
43.4
33
M
0
302.3
311.4
1,535
41.8
77
L
0
300.1
309.2
1,687
27.7
95
M
0
303.4
311.6
1,712
30.1
182
L
0
300.8
311.2
1,429
52.3
77
M
0
302.4
312
1,621
32.5
169
L
0
299.6
309.4
1,643
32.9
145
L
0
297
307.8
1,404
40.7
184
H
0
303.7
312.7
1,395
53.9
123
L
0
302
309.8
1,456
58.1
145
L
1
299.4
310.9
1,751
27.8
10
L
0
300.6
309.5
1,471
49.6
29
L
0
301
310.9
1,479
44.3
194
L
0
300.4
309.8
1,517
40.3
149
M
0
298.8
310
1,484
44.9
80
M
0
302.4
310.3
1,480
45.8
123
L
0
301.1
311.1
2,089
19.8
162
M
0
297.6
308.7
1,419
41.7
81
M
0
297.1
308.5
1,578
35.6
46
L
0
300.4
309.8
1,448
39.7
107
H
0
297.1
307.9
1,496
44.7
88
L
0
300.8
309.9
2,041
19.2
194
H
0
300.6
312.1
1,354
46.9
138
H
0
300.5
309.8
1,663
29.1
145
L
0