Fault area Diameter of damage | Normal | Inner ring | Outer ring | Rolling body | Load | |||||||
0 | 0.007 | 0.014 | 0.021 | 0.007 | 0.014 | 0.021 | 0.007 | 0.014 | 0.021 | |||
A | Training | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 0 |
Testing | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | ||
Validation | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | ||
B | Training | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 1 |
Testing | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | ||
Validation | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | ||
C | Training | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 2 |
Testing | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | ||
Validation | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | ||
D | Training | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 700 | 3 |
Testing | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | 200 | ||
Validation | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |