MinePath: Mining for Phenotype Differential Sub-paths in Molecular Pathways
Table 2
Predictive performance of MinePath on three BrCa/ER datasets Rows and columns refer to training and test data, respectively.
Bold figures for ‘Average ACC’ indicate superior performance; ‘SP’–sub-path, ‘ACC’–prediction (on unseen/test data) accuracy, ‘AUC’–Area Under the Curve, ‘Average ACC’–average accuracy, i.e., the average accuracy of GSE3494 over GSE2034 (89.5%) and GSE7390 (89.9%) is 89.7%.