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
299
310.1
1,623
33
210
L
0
300.2
311.8
1,748
28.5
184
M
0
301.6
310.6
1,562
34.4
162
L
0
297.8
308.4
1,512
39.9
181
L
0
301.3
310.5
1,503
48.6
72
L
0
303.4
312.9
1,389
54.1
109
L
0
298.4
307.9
1,700
28.2
120
H
0
303.5
311.9
1,565
38.9
12
L
0
298.2
308.2
1,407
47.1
153
L
0
299.9
309.2
1,539
43.2
132
M
0
300.9
311.4
1,387
42.7
121
H
0
300.7
311.8
1,407
42.4
224
M
0
301.5
310.5
1,503
38.2
200
M
0
299
310.4
1,713
28
116
L
0
299.2
308.9
1,368
47.2
175
L
0
298.6
309.7
1,672
27.5
54
H
0
302.2
310.9
1,415
48.4
185
H
0
300.7
311.7
1,910
19.7
13
L
0
301.3
311
1,576
30.4
151
L
0
300.8
310.5
1,434
44.5
89
L
0
297.3
308.2
1,896
24.4
47
L
0
299.3
309
1,473
46.3
146
L
0
302.2
311.4
1,372
55.1
9
M
0
301.6
310.4
1,377
44.9
161
M
0
297.2
308.5
1,364
54
43
M
0
303.7
312.7
1,572
37.2
192
L
0
301.4
310.4
1,436
49.7
108
L
0
295.6
306.2
1,632
32.2
76
H
0
299.6
309
1,472
48.8
72
L
0
301.3
310.8
1,432
54.4
51
L
0
302.2
311.6
1,462
50
51
L
0
297.4
308.6
1,522
38
33
M
0
300.5
309.8
1,461
52.5
146
L
0
301
309.7
1,511
39.3
146
M
0
298.5
308.9
1,500
40.3
207
H
0
298.5
309.7
1,523
44.6
83
M
0
298.9
310.2
1,411
46.5
202
L
0
301.3
310.8
1,719
29.5
62
L
0
301.8
309.9
1,334
61
182
M
1
300.8
310.9
1,453
43.9
84
L
0
297.4
308.7
1,638
31.9
131
L
0
302.4
311.2
1,330
58.6
201
M
1
299
308.6
1,587
38.6
124
L
0
304.1
313.2
1,412
47.5
150
L
0
301.7
310.2
1,486
43
66
L
0
298.4
309.4
1,540
43.2
141
L
0
297.2
308.3
1,379
52.1
21
L
0
300.9
310
1,600
36
204
M
0
299.6
309
1,539
36.1
76
M
0
302
309.7
1,551
34.8
207
L
0
298.9
309.9
1,449
44.1
112
M
0
300.3
309.6
1,435
45.4
181
L
0
300.6
309.6
1,588
37
50
M
0
297.8
307.3
1,804
26
222
M
0
299.3
310.8
1,391
46.9
21
L
0
296.2
307.2
1,633
31.1
0
M
0
301.9
310.8
1,557
35.3
65
M
0
304
313.3
1,530
34.8
211
L
0
304.1
313.1
1,327
54.1
57
L
0
303.9
313
1,620
36.6
80
M
0
300.5
310.6
1,543
36.2
30
L
0
302.6
311.9
1,453
39.1
84
L
0
298.9
310.2
1,562
42.5
179
L
0
300.6
309.4
1,442
43.2
96
L
0
300.8
311.2
1,434
45.6
174
L
0
304.3
313.5
1,802
25.4
170
L
0
297.3
308.5
1,384
39.6
144
L
0
303
312.3
1,533
38.5
134
L
0
301
310.4
1,614
31.6
84
L
0
300.3
311.7
1,319
51.4
170
M
0
298.9
310.6
1,387
52.7
2
L
0
300.2
309.6
1,491
41.8
41
M
0
301.1
309.8
1,519
39.6
167
L
0
300.8
310.7
1,572
36.2
167
M
0
302.4
311.8
1,255
59
138
L
0
301.1
309.7
1,668
30.8
158
L
0
302.2
311.3
1,602
32.8
120
L
0
300.3
309.6
1,524
38.4
54
M
0
298.9
310
1,456
43.8
15
M
0
301.6
310.1
1,687
26.6
16
L
0
302.9
312.3
1,417
48.7
26
H
0
298.5
309.3
1,498
34.6
46
M
0
300.9
310.7
1,477
43.2
143
L
0
297.9
307.5
1,602
38.3
21
L
0
300.6
309.5
1,516
39
142
L
0
301.1
311.2
1,910
20.2
41
L
0
300.4
309.5
1,888
21.9
221
M
0
301.7
309.9
1,457
39.2
192
M
0
300.2
309.1
1,479
47
22
L
0
299.4
309.3
1,439
49.7
9
H
0
301.5
310.7
1,618
35.5
218
L
0
300.5
311.4
1,556
45.3
58
L
0
299.6
310.1
1,553
38
83
L
0
298.5
309.4
1,517
40.2
45
L
0
300.3
309.9
1,494
38.5
33
M
0
297.4
308.8
1,467
39
128
L
0
298.4
309.5
1,520
38.1
106
L
0
299.3
308.6
1,422
48.9
83
L
0
297.4
309.3
1,775
25.8
91
M
0
300.9
311.5
1,505
41.1
129
L
0