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Table 1 Drug response prediction results on the selected features

From: Network-based drug sensitivity prediction

Feature selection method Prediction methods
Elastic net PLSR Random forest SVR DNN
Correlation based 0.376 (0.041) 0.389 (0.033) 0.406 (0.026) 0.382 (0.037) 0.346 (0.045)
Network based 0.392* (0.032) 0.391 (0.033) 0.421 (0.021) 0.385 (0.035) 0.330 (0.057)
  1. *The difference between the performances of the two feature selection methods is statistically significant (p-value \(<\,0.01\)). The better results between two methods are shown in italic