Table 2. Cross validation performance estimation on dataset S2.
PWEN-TLM-I (Optimistic) | PWEN-TLM-II (Moderate) | PWEN-TLM-III (Pessimistic) | |||||||
SP | SE | MCC | SP | SE | MCC | SP | SE | MCC | |
Positive (interacting) | 0.8413 | 0.7988 | 0.6926 | 0.5832 | 0.9560 | 0.5515 | 0.7811 | 0.7622 | 0.6175 |
Negative (non-interacting) | 0.8085 | 0.8494 | 0.6966 | 0.8780 | 0.3167 | 0.4143 | 0.7678 | 0.7864 | 0.6204 |
[AUC;Acc;MCC] | [0.9005;82.41%;0.6393] | [0.7661;63.63%;0.4258] | [0.8518;77.43%;0.6188] |