Datasets:
sumachakkingal
/
Machine-Failure-Prediction-2

Dataset card Data Studio Files
xet
Community
1
UDI
int64
Type
string
Air temperature
float64
Process temperature
float64
Rotational speed
int64
Torque
float64
Tool wear
int64
Failure
int64
2,101
M
299.3
326.333333
1,471
46
42
0
2,102
L
299.3
326.333333
1,528
37.8
45
0
2,103
L
299.3
326.333333
1,325
62
47
0
2,104
M
299.3
325.592593
1,376
46.7
49
0
2,105
M
299.3
325.592593
1,600
35.3
52
0
2,106
L
299.3
325.592593
1,495
44
55
0
2,107
L
299.4
325.592593
1,645
28.6
57
0
2,108
M
299.4
325.592593
1,417
47.3
59
0
2,109
H
299.4
325.222222
1,415
51.7
62
0
2,110
M
299.3
325.222222
1,496
43.4
67
0
2,111
H
299.3
325.222222
1,508
35
70
0
2,112
L
299.4
325.222222
1,436
47.9
75
0
2,113
L
299.5
325.592593
1,852
22.6
77
0
2,114
L
299.5
325.592593
1,863
22.5
79
0
2,115
H
299.4
325.592593
1,373
44.1
81
0
2,116
L
299.4
325.222222
1,404
47.3
86
0
2,117
M
299.4
325.222222
1,381
44.9
88
0
2,118
H
299.4
324.851852
1,762
29.3
91
0
2,119
H
299.3
324.851852
1,429
43
96
0
2,120
M
299.3
324.851852
1,858
24.7
101
0
2,121
H
299.2
324.481482
1,908
21.3
104
0
2,122
M
299.2
324.481482
1,503
37.4
109
0
2,123
M
299.2
324.481482
1,523
38.9
112
0
2,124
L
299.3
325.222222
1,491
38.4
115
0
2,125
L
299.2
324.851852
1,430
39.1
117
0
2,126
L
299.3
324.851852
1,258
69.4
119
1
2,127
L
299.3
325.222222
1,449
46.5
121
0
2,128
H
299.3
325.222222
1,425
40.6
123
0
2,129
L
299.4
325.222222
1,800
24.3
128
0
2,130
H
299.4
325.222222
1,607
33.7
130
0
2,131
L
299.4
325.222222
1,391
58.2
135
0
2,132
L
299.4
325.592593
1,432
45.4
137
0
2,133
L
299.4
325.222222
1,660
28.4
139
0
2,134
H
299.3
325.222222
1,732
29.7
141
0
2,135
L
299.3
325.222222
1,473
46.3
146
0
2,136
L
299.3
325.222222
1,511
47.8
148
0
2,137
L
299.2
324.851852
1,588
41.5
150
0
2,138
L
299.3
324.851852
1,623
31.1
152
0
2,139
L
299.3
325.222222
1,734
30.6
154
0
2,140
L
299.3
325.222222
1,415
47.6
156
0
2,141
L
299.3
325.222222
1,419
46.6
158
0
2,142
M
299.3
324.851852
1,577
34.9
160
0
2,143
L
299.3
324.851852
1,376
60.3
163
0
2,144
M
299.3
324.481482
1,442
49
165
0
2,145
L
299.4
324.851852
1,451
40.5
168
0
2,146
L
299.3
324.481482
1,550
45.8
170
0
2,147
L
299.3
324.481482
1,647
32.9
172
0
2,148
L
299.4
324.851852
1,550
33.7
174
0
2,149
L
299.4
324.851852
1,583
34.1
176
0
2,150
L
299.4
325.222222
1,613
32.2
178
0
2,151
H
299.3
324.481482
1,636
35.5
180
0
2,152
M
299.3
324.111111
1,289
51.5
185
0
2,153
M
299.3
324.481482
1,648
28.4
188
0
2,154
H
299.3
324.481482
1,397
45.4
191
0
2,155
M
299.3
324.851852
1,767
24.8
196
0
2,156
L
299.3
324.481482
1,341
47.7
199
0
2,157
M
299.4
324.851852
1,457
41.5
201
0
2,158
M
299.4
325.222222
1,939
19.8
204
0
2,159
M
299.5
325.222222
1,399
49.7
207
0
2,160
M
299.5
325.222222
1,602
31.3
210
0
2,161
L
299.4
325.222222
1,507
41
213
0
2,162
L
299.4
325.592593
1,464
40.5
215
0
2,163
L
299.5
325.592593
1,336
42.1
217
0
2,164
L
299.6
325.962963
1,422
39.8
219
0
2,165
L
299.6
325.962963
1,540
36.7
221
0
2,166
L
299.5
325.592593
1,476
47.8
223
0
2,167
M
299.6
325.962963
1,867
23.4
225
1
2,168
H
299.6
325.592593
1,588
41.3
0
0
2,169
M
299.5
325.592593
1,420
49.5
5
0
2,170
L
299.5
325.592593
1,415
49.2
8
0
2,171
M
299.4
325.592593
1,500
43.3
10
0
2,172
L
299.5
325.592593
1,502
44.6
13
0
2,173
L
299.5
325.962963
1,816
23
15
0
2,174
M
299.5
325.962963
1,495
41.6
17
0
2,175
L
299.6
325.962963
1,572
33.4
20
0
2,176
M
299.5
325.962963
1,590
35.9
22
0
2,177
M
299.6
326.333333
1,387
48.3
25
0
2,178
M
299.6
325.962963
1,393
47.7
28
0
2,179
L
299.6
325.962963
1,602
37.3
31
0
2,180
L
299.6
325.962963
1,601
33.3
33
0
2,181
H
299.6
325.962963
1,597
36.3
35
0
2,182
H
299.5
325.592593
1,548
44.3
40
0
2,183
M
299.5
325.962963
1,314
61.8
45
0
2,184
M
299.6
326.333333
1,577
39.8
48
0
2,185
L
299.8
326.703704
1,475
43.4
51
0
2,186
L
299.8
326.703704
1,630
32.4
53
0
2,187
L
299.7
326.703704
1,445
42.9
55
0
2,188
M
299.8
326.703704
1,439
47.4
57
0
2,189
L
299.7
326.333333
1,420
44.1
60
0
2,190
H
299.7
325.962963
1,554
41.6
62
0
2,191
M
299.6
325.592593
1,471
44.3
67
0
2,192
L
299.6
325.222222
1,648
33.6
70
0
2,193
L
299.6
325.222222
1,472
48.8
72
0
2,194
M
299.5
324.851852
1,448
42.9
74
0
2,195
M
299.6
324.851852
1,568
35.3
77
0
2,196
L
299.6
324.851852
1,613
30.8
80
0
2,197
M
299.7
324.851852
1,551
35.4
82
0
2,198
L
299.7
325.222222
1,412
49.2
85
0
2,199
M
299.7
324.851852
1,478
41
87
0
2,200
M
299.8
325.592593
1,268
58
90
0