Table 1. Comparative Performance on Cross-Validation between the pdCSM-cancer Classification Model and Another Available Approach, CDRUGa.
method | MCC | sensitivity | FPR | accuracy | AUC |
---|---|---|---|---|---|
pdCSM-cancer (updated NCI-60 data) | 0.72 | 0.84 | 0.13 | 0.86 | 0.94 |
pdCSM-cancer (CDRUG data) | 0.70 | 0.85 | 0.15 | 0.86 | 0.90 |
CDRUG10 | * | 0.81 | 0.20 | * | 0.87 |
Asterisk: MCC and accuracy predictive scores were not reported by CDRUG, neither the prediction matrix (i.e., predicted and actual values for each molecule).