Genetic algorithm feature selection by using Logistic Regression




File list:
GA-LR FS
.......\data
.......\....\data1.mat
.......\....\data2.mat
.......\....\data3.mat
.......\....\simulated_binary.mat
.......\stats
.......\.....\private
.......\.....\.......\stats_Accuracy.m
.......\.....\.......\stats_AUROC.m
.......\.....\.......\stats_BER.m
.......\.....\.......\stats_Brier.m
.......\.....\.......\stats_Cox.m
.......\.....\.......\stats_FN.m
.......\.....\.......\stats_FP.m
.......\.....\.......\stats_HL.m
.......\.....\.......\stats_NPV.m
.......\.....\.......\stats_Operating.m
.......\.....\.......\stats_PPV.m
.......\.....\.......\stats_RMSE.m
.......\.....\.......\stats_Sensitivity.m
.......\.....\.......\stats_ShapiroR.m
.......\.....\.......\stats_SMR.m
.......\.....\.......\stats_Specificity.m
.......\.....\.......\stats_TN.m
.......\.....\.......\stats_TP.m
.......\.....\.......\stats_XEntropy.m
.......\.....\callStatFcn.m
.......\.....\ga_stats.m
.......\.....\newfun.m
.......\.gitignore
.......\AlgoGen.m
.......\arcene_AGformat_results.csv
.......\call_GA.m
.......\call_GA2.m
.......\cost_AUROC.m
.......\cost_BER.m
.......\cost_RMSE.m
.......\cost_TEMPLATE.m
.......\cost_XEntropy.m
.......\crsov_SP.m
.......\data_integrity_check.m
.......\demo1.m
.......\direct_model.m
.......\errChkInput.m
.......\evaluate.m
.......\evaluate_par.m
.......\export_results.m
.......\find_best_model.m
.......\fit_LR.m
.......\fs_opt.m
.......\GA.prj
.......\GA_GUI.fig
.......\GA_GUI.m
.......\ga_opt_set.m
.......\initialise_pop.m
.......\initialize_figure.m
.......\initialize_output.m
.......\mating_RandomWheel.m
.......\mut_SP.m
.......\myholdout.m
.......\new_generation.m
.......\parse_functions.m
.......\parse_inputs.m
.......\plot_All.m
.......\plot_ROC.m
.......\save_results.xls
.......\stats_BER.m
.......\stat_calc_struct.m
.......\test.csv
.......\xval_Bootstrapping.m
.......\xval_JackKnifing.m
.......\xval_Kfold.m
.......\xval_LeaveOneOut.m
.......\xval_None.m
.......\xval_TrainTest.m
.......\Ztest.m