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. 2018 Dec 21;19(1):26. doi: 10.3390/s19010026

Table 1.

The number of samples.

Label Motor Load (hp) Speed (r/min) Training Samples Validation Samples Test Samples
BenchMark Group A Group B
Inner Race 1 0 (0W) 1797 27 27 29 27 30
1 1 (735W) 1772 27 27 29 27 30
1 2 (1470W) 1750 27 27 29 27 30
1 3 (2205W) 1730 27 27 29 27 30
Outer Race 2 0 (0W) 1797 27 27 29 27 30
2 1 (735W) 1772 27 27 29 27 30
2 2 (1470W) 1750 27 27 29 27 30
2 3 (2205W) 1730 27 27 29 27 30
Rolling Element 3 0 (0W) 1797 27 27 29 27 30
3 1 (735W) 1772 27 27 29 27 30
3 2 (1470W) 1750 27 27 29 27 30
3 3 (2205W) 1730 27 27 29 27 30
Normal 0 0 (0W) 1797 27 27 29 27 30
0 1 (735W) 1772 27 27 29 27 30
0 2 (1470W) 1750 27 27 29 27 30
0 3 (2205W) 1730 27 27 29 27 30