MGAE-DC: Predicting the synergistic effects of drug combinations through multi-channel graph autoencoders
Fig 2
The performances of different methods in each cell line.
(A) The RMSE and PCC of different methods in each cell line. The mean values of different folds are shown as solid lines. Error bars in terms of one standard deviation are shown as shaded areas. (B) The performances of different methods in the three representational cell lines. For each cell line, the scatter plot of MGAE-DC predicted synergy scores and the ground truth, the boxplots of RMSE and PCC of different methods, the RMSE of different methods in the synergistic and antagonistic drug combinations, respectively. The P-values are calculated by Wilcoxon signed-rank test. * represents P-value ≤ 0.05.