Fig. 4: Comparison of predictive performance using machine learning-based feature selection.
From: Network-based machine learning approach to predict immunotherapy response in cancer patients
a Overall scheme for comparisons. b Overall predictive performance using NetBio-based or machine learning-based feature selection for 11 independent tests. Statistical significance was measured using the two-sided paired-sample t test. Boxplot shows median value, interquartile range (IQR) as bounds of the box and whiskers that extends from the box to upper/lower quartile ± IQR × 1.5. c Bar plots of predictive performances in 11 different tests, using accuracy, F1 score, or AUC as a metric to quantify performance. Source data are provided as a Source Data file.
