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. 2021 Jul 2;61(7):3314–3322. doi: 10.1021/acs.jcim.1c00168

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
a

Asterisk: MCC and accuracy predictive scores were not reported by CDRUG, neither the prediction matrix (i.e., predicted and actual values for each molecule).