Table 4 Classification methods comparison
| Dataset | MCIL | TRANS | SVM-IMG | SVM-MF | SVM-CNN |
|---|---|---|---|---|---|
| MICCAI brain | 91.1% | 86.7% | 62.2% | 77.8% | 97.8% |
| CRC binary | 95.5% | 92.3% | 94.3% | 90.1% | 98.0% |
| CRC multiclass | - | 78.5% | 79.0% | 75.5% | 87.2% |
| Dataset | MCIL | TRANS | SVM-IMG | SVM-MF | SVM-CNN |
|---|---|---|---|---|---|
| MICCAI brain | 91.1% | 86.7% | 62.2% | 77.8% | 97.8% |
| CRC binary | 95.5% | 92.3% | 94.3% | 90.1% | 98.0% |
| CRC multiclass | - | 78.5% | 79.0% | 75.5% | 87.2% |