Genetic algorithm for feature selection




File list:
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
demo111.m
demo12.m
demo2.m
demo33.m
demo4.m
demo50.m
demo60.m
direct_model.m
earlystopped_AlgoGenOutput.csv
earlystopped_SimulationOutput.csv
errChkInput.m
evaluate.m
evaluate_par.m
export_results.m
find_best_model.m
fit_BinomialGLM.m
fit_GLM.m
fit_LIBSVM.m
fit_LR.m
fit_SVM.m
fit_TEMPLATE.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