From: Robust edge-based biomarker discovery improves prediction of breast cancer metastasis
Evaluation Metric Type | Feature | Win | Lose | Win | Lose | Equal |
---|---|---|---|---|---|---|
Type | SS | SS | NSS | NSS | /NaN | |
AUC | CEEDge | 4 | 0 | 7 | 2 | 0 |
PPIEdge | 7 | 4 | 1 | 1 | 0 | |
F1-score (0.5 probability threshold) | CEEdge | 12 | 0 | 0 | 0 | 1 |
PPIEdge | 10 | 0 | 1 | 0 | 2 | |
Kappa (0.5 probability threshold) | CEEdge | 11 | 0 | 1 | 0 | 1 |
PPIEdge | 8 | 0 | 2 | 1 | 2 | |
F1-score (Optimal probability threshold) | CEEdge | 4 | 1 | 6 | 2 | 0 |
PPIEdge | 7 | 1 | 1 | 4 | 0 | |
Kappa (Optimal probability threshold) | CEEdge | 4 | 0 | 6 | 2 | 1 |
PPIEdge | 6 | 0 | 3 | 3 | 1 |