2.5 Classification Models Setup
Based on the final selected features, there are several supervised
learning classifiers available for classification analysis, which
creates models that attempt to separate or predict the data with respect
to an outcome or phenotype. In this study, the classification models
based on CMP, NP and CMP+NP were constructed with Logistic Regression
(LR) algorithm in testing set, and then the effectiveness of the models
was confirmed in validation set.