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
201
L
298.4
323.740741
1,609
35
103
0
202
L
298.3
323.37037
1,575
41.2
105
0
203
M
298.4
323.37037
1,636
35.7
107
0
204
L
298.4
323.37037
1,490
37.9
110
0
205
L
298.4
323.37037
1,741
32.8
112
0
206
M
298.5
323.740741
1,344
53
114
0
207
L
298.5
324.111111
1,609
35.3
117
0
208
M
298.4
324.111111
1,421
60.7
119
1
209
L
298.4
323.740741
1,591
36.7
122
0
210
L
298.4
323.740741
1,477
44
124
0
211
L
298.4
324.111111
1,523
36.1
126
0
212
L
298.5
324.111111
1,575
33.9
128
0
213
H
298.4
324.111111
1,344
52.9
130
0
214
L
298.4
324.111111
1,386
44.9
135
0
215
M
298.3
323.740741
1,589
37.1
137
0
216
L
298.3
323.740741
1,548
40.3
140
0
217
L
298.3
323.740741
1,499
38.3
142
0
218
L
298.3
323.37037
1,664
31.6
144
0
219
L
298.3
323.740741
1,447
38.1
146
0
220
M
298.3
323.37037
1,434
46.2
148
0
221
L
298.3
323.37037
1,416
52.7
151
0
222
H
298.4
323.37037
1,827
24.3
153
0
223
L
298.4
323.740741
1,304
45
158
0
224
L
298.4
323.740741
1,569
34.4
160
0
225
L
298.3
323.740741
1,584
29.3
162
0
226
L
298.3
323.37037
1,362
53.8
164
0
227
L
298.3
323
1,329
49.2
166
0
228
L
298.3
323.37037
1,539
36.1
168
0
229
M
298.3
323.37037
1,629
37.1
170
0
230
L
298.3
323.37037
1,538
32.2
173
0
231
L
298.3
323.740741
1,570
34.8
175
0
232
L
298.3
323
1,408
43.1
177
0
233
L
298.2
323
1,424
47.6
179
0
234
L
298.2
323
1,512
34.9
181
0
235
L
298.2
323
1,478
42.9
183
0
236
M
298.1
322.62963
1,680
33.7
185
0
237
L
298.1
322.62963
1,495
38.7
188
0
238
M
298
321.888889
1,552
36.6
190
0
239
L
297.9
321.888889
1,393
50.3
193
0
240
L
298
322.259259
1,611
30.6
195
0
241
M
298
321.888889
1,339
51.6
197
0
242
L
298
321.888889
1,777
24.3
200
0
243
L
298
322.259259
1,348
58.8
202
1
244
L
298
322.259259
1,442
44.1
204
0
245
M
298
322.259259
1,395
49.1
206
0
246
M
297.9
321.888889
1,627
31.4
209
0
247
L
297.9
321.888889
1,585
33.5
212
0
248
L
298
322.259259
1,469
45.5
214
0
249
L
298
322.62963
1,362
56.8
216
1
250
L
298
322.62963
1,405
56.2
218
1
251
L
298
322.62963
1,662
32.7
0
0
252
M
298
322.259259
1,466
42.6
2
0
253
L
298
322.259259
1,620
35.8
5
0
254
L
298
322.259259
1,357
48.2
7
0
255
L
298
322.259259
1,514
37.9
9
0
256
L
298
322.259259
1,489
40.4
11
0
257
L
298.1
322.62963
1,331
63
13
0
258
L
298
321.518519
1,615
29.5
15
0
259
L
298.1
322.259259
1,482
37.9
17
0
260
M
298.1
322.259259
1,420
63.9
19
1
261
M
298.2
322.62963
1,522
49.1
22
0
262
L
298.1
322.259259
1,654
32.1
25
0
263
M
298.1
322.259259
1,736
26.8
27
0
264
M
298
321.888889
1,587
32.3
30
0
265
L
298.1
322.259259
1,390
47.5
33
0
266
L
298
321.888889
1,454
37.1
35
0
267
H
298
321.888889
1,440
43.7
37
0
268
L
297.9
321.518519
1,954
21.1
42
0
269
H
297.9
321.518519
1,800
24.8
44
0
270
L
298
321.518519
1,524
37
49
0
271
H
298
321.518519
1,520
39.6
51
0
272
M
298.1
321.888889
1,452
40.8
56
0
273
L
298.1
321.888889
1,484
40.4
59
0
274
L
298.1
321.518519
1,426
46
61
0
275
L
298.1
321.518519
1,652
28.5
63
0
276
L
298
321.518519
1,401
54.7
65
0
277
M
298
321.148148
1,750
26.6
67
0
278
H
298
321.518519
1,479
50.7
70
0
279
M
298
321.518519
1,620
29.4
75
0
280
L
298
321.888889
1,819
23.4
78
0
281
M
298.1
321.888889
1,456
43.7
80
0
282
L
298.1
321.518519
1,626
36.5
83
0
283
M
298.1
321.888889
1,390
49.8
85
0
284
L
298.2
322.259259
1,469
43
88
0
285
L
298.2
322.62963
2,051
19.2
90
0
286
L
298.2
322.62963
1,568
36
92
0
287
L
298.2
322.62963
1,589
33.2
94
0
288
L
298.2
322.62963
1,805
31.6
96
0
289
H
298.2
323
1,385
42.2
98
0
290
L
298.1
323
1,436
46.7
103
0
291
L
298.1
323
1,438
45.6
105
0
292
L
298
322.62963
1,473
42.6
107
0
293
L
298.1
323
1,335
40.2
109
0
294
H
298.1
323.37037
1,392
44.8
111
0
295
M
298.1
323.37037
1,372
51.1
116
0
296
M
298.1
323.740741
1,716
30.7
119
0
297
L
298
323.37037
1,395
46.2
122
0
298
L
298
323.37037
1,713
25.3
124
0
299
H
297.9
323.37037
2,129
18.7
126
0
300
M
297.8
322.62963
1,567
35.6
131
0