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.