Table 5 Predictive performance with different feature type
Feature Type | Acc. | Sen. | Pre. | AUC | AUPR |
|---|---|---|---|---|---|
Inter-view feature | 0.7491 ± 0.0090 | 0.6945 ± 0.0109 | 0.7797 ± 0.0103 | 0.8206 ± 0.0080 | 0.8185 ± 0.0181 |
Intra-view feature | 0.8570 ± 0.0045 | 0.8130 ± 0.0105 | 0.8916 ± 0.0099 | 0.9240 ± 0.0046 | 0.9238 ± 0.0093 |
Aggregated feature | 0.8655 ± 0.0050 | 0.8249 ± 0.0085 | 0.8979 ± 0.0088 | 0.9301 ± 0.0050 | 0.9308 ± 0.0045 |