Datasets:
harikbab02
/
Machine-Failure-Prediction

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
6,001
H
300.4
329.666667
1,431
43.2
0
0
6,002
M
300.4
329.666667
1,380
47.3
5
0
6,003
L
300.5
330.037037
1,683
31.5
8
0
6,004
L
300.4
329.666667
1,529
36.2
10
0
6,005
L
300.5
330.407407
1,761
26.5
12
0
6,006
L
300.6
330.777778
1,570
38.3
14
0
6,007
M
300.6
330.777778
2,156
18
16
0
6,008
M
300.7
331.148148
1,349
54.5
19
0
6,009
L
300.7
331.518519
1,431
39.3
22
0
6,010
L
300.6
331.148148
1,931
22
24
0
6,011
H
300.7
331.518519
1,428
43.4
26
0
6,012
L
300.8
331.888889
1,564
36.2
31
0
6,013
H
300.8
332.259259
1,425
44
33
0
6,014
L
300.7
331.888889
1,597
30.5
38
0
6,015
H
300.8
331.888889
1,618
32.8
40
0
6,016
M
300.8
331.888889
1,520
38
45
0
6,017
L
300.7
331.518519
1,425
45.3
48
0
6,018
L
300.8
332.259259
1,398
38.2
50
0
6,019
M
300.8
332.259259
1,557
31.6
52
0
6,020
L
300.7
331.888889
1,519
43.9
55
0
6,021
L
300.7
331.888889
1,619
34.9
57
0
6,022
L
300.7
331.888889
1,814
21.4
59
0
6,023
L
300.7
332.259259
1,521
39.4
61
0
6,024
M
300.7
332.259259
1,369
51.2
63
0
6,025
L
300.7
332.259259
1,356
65.3
66
1
6,026
L
300.7
332.62963
1,336
53.3
68
0
6,027
L
300.7
332.62963
1,403
48.3
70
0
6,028
M
300.7
332.62963
1,413
44.3
72
0
6,029
L
300.6
332.259259
1,472
47.6
75
0
6,030
M
300.7
331.888889
1,452
47.9
77
0
6,031
L
300.6
331.518519
1,397
53.7
80
0
6,032
L
300.6
331.518519
1,455
40.6
82
0
6,033
L
300.7
331.888889
1,754
27.7
84
0
6,034
L
300.6
332.259259
1,471
37.9
86
0
6,035
M
300.6
331.888889
1,389
48.1
88
0
6,036
M
300.6
332.259259
1,702
30.3
91
0
6,037
M
300.6
332.62963
1,401
54.6
94
0
6,038
L
300.7
333
1,426
46.2
97
0
6,039
L
300.7
332.62963
1,496
38.3
99
0
6,040
L
300.6
332.259259
1,433
42.6
101
0
6,041
M
300.7
333
1,438
46.6
103
0
6,042
M
300.7
332.62963
1,418
49.3
106
0
6,043
M
300.8
332.62963
1,580
36.6
109
0
6,044
M
300.7
332.259259
1,468
41.8
112
0
6,045
M
300.8
332.259259
1,522
41.7
115
0
6,046
L
300.8
332.259259
1,311
55.8
118
0
6,047
L
300.9
332.62963
1,316
56.5
120
0
6,048
H
300.9
332.62963
1,853
23.6
122
0
6,049
M
300.9
332.62963
1,556
38.8
127
0
6,050
M
300.9
332.62963
1,567
34.3
130
0
6,051
M
300.9
333
1,546
37.7
133
0
6,052
L
300.9
332.62963
1,382
51.2
136
0
6,053
L
300.9
332.62963
2,003
20.2
138
0
6,054
L
300.8
332.259259
1,748
29.9
140
0
6,055
H
300.7
331.888889
1,518
40.1
142
0
6,056
L
300.7
331.888889
1,475
42
147
0
6,057
L
300.8
331.888889
1,634
29.2
149
0
6,058
L
300.8
331.888889
1,689
32.9
151
0
6,059
M
300.9
332.259259
1,636
35.3
153
0
6,060
L
300.9
332.62963
2,235
15.8
156
0
6,061
L
301
333
1,615
35.6
158
0
6,062
H
301.1
333
1,618
29.5
160
0
6,063
M
301.1
333.37037
1,407
53
165
0
6,064
L
301.1
333
1,450
43.3
168
0
6,065
L
301.1
333
1,889
23.8
170
0
6,066
L
301
332.259259
1,568
38.2
172
0
6,067
L
301
332.62963
1,804
25.8
174
0
6,068
L
301
332.62963
1,582
37.5
176
0
6,069
M
301
332.259259
2,047
17.9
178
0
6,070
L
300.9
332.259259
1,601
34
181
0
6,071
L
300.9
332.259259
1,615
32
183
0
6,072
M
300.9
331.888889
1,452
43.6
185
0
6,073
M
300.9
331.888889
1,695
30.2
188
0
6,074
M
300.9
331.888889
1,790
26.2
191
0
6,075
M
301
331.888889
1,533
39.3
194
0
6,076
L
301
332.259259
1,813
28.5
197
0
6,077
L
301
332.259259
1,492
36.7
199
0
6,078
L
300.9
331.518519
1,479
43.3
201
0
6,079
L
300.8
331.518519
1,339
59.1
203
1
6,080
M
300.8
331.518519
1,371
44.7
205
0
6,081
L
300.9
331.518519
1,468
36.2
208
0
6,082
L
300.9
331.518519
1,517
41.7
210
0
6,083
L
300.9
331.518519
1,352
46.4
212
0
6,084
L
300.9
331.518519
1,389
50
214
0
6,085
M
300.8
331.148148
1,505
36.2
0
0
6,086
L
300.9
331.148148
1,538
36.7
3
0
6,087
L
300.9
331.888889
1,482
37
5
0
6,088
M
300.9
331.888889
1,599
33
7
0
6,089
L
300.9
331.888889
1,476
39
10
0
6,090
L
300.9
331.518519
1,509
37.5
12
0
6,091
L
300.9
331.888889
1,708
29.1
14
0
6,092
L
300.9
331.518519
1,412
57.5
16
0
6,093
L
300.9
331.518519
1,658
28.5
18
0
6,094
L
301
331.888889
1,375
57.2
20
0
6,095
M
300.9
331.888889
1,402
48.1
22
0
6,096
M
300.9
331.518519
1,452
47.3
25
0
6,097
M
300.8
331.518519
1,483
40.8
28
0
6,098
H
300.9
331.888889
1,477
38.4
31
0
6,099
M
300.8
331.518519
1,924
22.4
36
0
6,100
H
300.9
331.518519
1,609
28.7
39
0