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
300.2
309.7
1,448
36.8
14
L
0
302.4
310.2
1,642
28.3
88
L
0
302.7
312.1
1,597
39.8
153
L
0
297.4
308.6
1,461
40.1
126
H
0
297.5
308.6
1,671
29.4
136
L
0
298.2
308
1,499
44.1
166
L
0
297.5
309.3
1,564
37.5
20
L
0
300.3
311.5
1,464
41
29
H
0
298.8
310.2
1,707
27.6
56
H
0
299.8
311
1,948
20
185
M
0
298.5
309.6
1,462
45.1
115
L
0
302.6
310.6
1,549
37.5
199
L
0
299.4
310.9
1,751
27.8
10
L
0
297.5
309.3
1,525
41.7
235
H
0
299.3
309
1,425
40.6
123
H
0
299.7
309.6
1,553
36.8
174
L
0
298.4
309.7
1,581
34.6
150
L
0
299.4
308.6
1,541
39.1
109
M
0
302.4
311.8
1,539
39.9
101
M
0
298.2
308.2
1,407
47.1
153
L
0
296.9
307.9
1,547
32.6
79
H
0
297.8
307.8
1,563
34.3
53
L
0
303.8
313.2
1,732
29.6
147
M
0
300.1
311.4
1,485
40.4
75
H
0
297.5
308.8
1,309
57.3
0
L
0
302.5
311.9
1,532
38.8
96
M
0
298.8
309.9
1,466
44.6
66
H
0
301.7
311.3
1,421
45.9
85
L
0
298.7
309.9
1,411
45.1
51
M
0
302.9
312.2
1,677
30.5
46
L
0
300.6
309.4
1,380
47.6
246
H
0
299.1
310.1
1,373
55.6
108
L
0
303.7
312.7
1,426
45.5
192
L
0
300.7
309.6
1,925
20.5
9
H
0
302.3
311.5
1,384
50.8
13
L
0
297.3
308.6
1,456
42.9
122
M
0
297.8
308.9
1,518
40.4
2
L
0
302.4
311.6
1,622
35
68
L
0
300.1
309.7
1,680
33.8
140
L
0
302.2
311.7
1,556
38.6
145
L
0
300.5
309.8
1,550
37.4
148
L
0
300
310.2
1,675
29.7
64
L
0
304
313.1
1,472
45.5
166
H
0
299.5
310.8
1,356
54.9
72
L
0
299.3
309
1,732
29.7
141
H
0
300.6
310.5
1,570
38.3
14
L
0
300.3
309.5
1,551
37.9
42
L
0
301.6
310.8
1,548
34.2
143
M
0
300.3
311.6
1,595
38.8
154
L
0
302.5
312
1,451
43.2
189
M
0
299.4
308.7
1,289
60.5
104
M
0
295.5
306.1
1,822
24.3
164
M
0
303.6
312.3
1,698
31.3
100
M
0
299.6
309
1,372
60.4
149
L
1
301
311.6
1,352
63.5
143
L
0
302.2
311.7
1,393
42.5
53
M
0
300.6
309.9
1,480
43.7
153
L
0
298
308.2
1,466
42.6
2
M
0
304
312.9
1,313
53.9
202
L
0
298.6
309.5
1,547
44.8
36
L
0
296.9
307.6
1,452
45.7
122
L
0
301.4
310.8
1,698
29.6
99
L
0
301.9
309.8
1,724
27.5
126
H
0
300.5
309.8
1,663
29.1
145
L
0
300.2
309.4
1,558
38.3
51
L
0
302
310.4
1,450
46.6
165
L
0
303.8
312.9
1,514
34.3
180
L
0
298.7
310.1
1,506
50.7
53
M
0
299.4
310.4
1,582
31.7
181
L
0
300.7
310.8
1,814
21.4
59
L
0
303.6
312.6
1,540
39.8
21
L
0
301.7
310.7
1,861
21.8
84
M
0
297.2
308.1
1,662
31.3
0
L
0
302
310.9
1,456
47.2
54
M
0
302
310.6
1,325
55.3
192
L
0
300
309.5
1,879
22.4
79
M
0
302.1
310.9
1,658
30.3
186
L
0
298.8
308.8
1,445
49.9
4
H
0
299.5
308.7
2,549
13
179
L
1
304.1
313.6
1,556
37.4
129
L
0
298.5
307.9
1,260
54.2
141
H
0
299
308.7
1,583
32.5
25
L
0
297.8
307.7
1,505
39.7
25
L
0
298.8
308.6
1,631
32.4
38
L
0
302.9
312.4
1,334
50.9
5
M
0
299.1
308.6
1,408
46.7
196
L
0
300.7
311.1
2,478
13.4
170
L
0
297.3
308.2
1,452
38.2
44
M
0
297.5
308.9
1,390
44.6
140
L
0
302.2
311.3
1,510
37.1
10
M
0
303.7
312.9
1,461
50.1
31
L
0
302.7
310.5
1,563
35
8
L
0
298.5
309.4
1,517
40.2
45
L
0
304.1
313.3
1,480
38.4
72
M
0
300.1
311.1
1,619
33.4
186
L
0
298.8
308.7
1,445
48.5
70
L
0
299.3
309
1,508
35
70
H
0
297.5
308.1
1,469
44.8
5
M
0
300.1
309.6
1,760
25.4
55
L
0
297.4
309.1
1,463
35
183
M
0