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Table 10 Intersection of relevant features from top 20 pipeline models that coincide with the same configuration of FS + Classifier

From: Pipeline design to identify key features and classify the chemotherapy response on lung cancer patients using large-scale genetic data

FS + Classifier # of relevant features selected by pipelines # of features that match
ANOVA + LINEAR SVM 193 / 193 / 193 193
ANOVA + RF 144 / 193 / 193 144
ANOVA + KNN 95 N/A
RFE-LR + LINEAR SVM 148 / 148 / 148 148
RFE-LR + RF 257 / 238 / 305 3
RFE-LR + KNN 148 / 148 148
RLR-L1 + RF 3 / 7 3
RLR-L1 + KNN 13 / 17 / 16 12