Table 5. The record count for each class after applying CC, SMOTE, ADASYN and CR.
Records type | Before re-sampling | After sampling | |||
---|---|---|---|---|---|
CC | SMOTE | ADASYN | CR | ||
Spondylolisthesis | 150 | 60 | 150 | 150 | 360 |
Disc herniation | 60 | 60 | 150 | 150 | 360 |
Normal | 100 | 60 | 150 | 147 | 357 |
Total records | 310 | 180 | 450 | 447 | 1,077 |