Fig. 6
From: Context-specific functional module based drug efficacy prediction
Performance comparison of our model with elastic net. a Prediction performance of leave-one-out cross-validation (LOOCV) in the NCI60, as quantified by the concordance index between the predicted and observed GI50 values. b Comparison of the average concordance index of 29 drugs. c Pearson correlation coefficients between the prediction and the observed data are calculated for each algorithm. The correlation coefficients from elastic net (x-axis) are compared to those from our model (y-axis). Each dot represents prediction performance for GI50 value of one drug