Table 4.
Features | Method | Classifier | Overall accuracy | Balanced accuracy |
---|---|---|---|---|
Volume features | Koikkalainen et al. (2016) | DSI | 50.4 | 50.7 |
Proposed | RUSBoost | 58.6 | 58.7 | |
Grading features | Koikkalainen et al. (2016) | DSI | 58.3 | 51.5 |
Proposed | RUSBoost | 66.6 | 62.7 |