Table 3.
Results obtained by the RF models constructed with different datasets.
Datasets | AUC | Precision | Recall | F1-score | Accuracy | |
---|---|---|---|---|---|---|
Micro-average | Macro-average | |||||
T2WI | 0.940 | 0.840 | 0.790 | 0.800 | 0.790 | 0.800 |
DWI | 0.920 | 0.840 | 0.800 | 0.830 | 0.800 | 0.830 |
ADC | 0.920 | 0.780 | 0.800 | 0.810 | 0.800 | 0.810 |
Merge | 0.930 | 0.900 | 0.840 | 0.850 | 0.880 | 0.850 |