Line Plot from Scientific Research

Compare the quality of candidate feature pools obtained by our ensemble filter method, fisher score and improved mRMR. Use Lasso regression, random forest, Linear regression, and chi-square test to perform feature selection in the two feature pools respectively, and then use the SVM classification model to perform five-fold cross-validation on the feature data selected by each model. Finally, the average classification accuracy obtained by the four models is used as the evaluation standard

DOI