Files in sungcheolkim78/FiDEL

Fermi-Dirac based Ensemble Learning

CODE_OF_CONDUCT.md LICENSE.md R/ci.R R/ensemble.R R/pcr.R R/ranks.R R/same_partition.R R/simulator.R R/trainer.R R/utility.R R/utils.R README.md UCI/README.md UCI/UCI-1-Sonar.Rmd UCI/UCI-2-Bank.Rmd UCI/UCI-3-Iono.Rmd UCI/UCI-4-Yeast.Rmd UCI/UCI-5-Mushroom.Rmd UCI/UCI-6-Seismic.Rmd UCI/model_selection.Rmd UCI/results/README.md examples/main_figure1.Rmd examples/main_figure2.Rmd examples/main_figure3.Rmd examples/results/FiDEL_perf.pdf examples/results/FiDEL_perf_nmethod.pdf examples/results/Figure1.pdf examples/results/Figure2.pdf examples/results/Figure3-dilog.pdf examples/results/Figure3.pdf examples/results/Figure3_N10000.pdf examples/results/Figure3_N50000.pdf examples/results/N100M10.pdf examples/results/N100M1000.pdf examples/results/N100M200.pdf examples/results/N100M300.pdf examples/results/N100M400.pdf examples/results/R-M-convergence.pdf examples/results/R-N0-convergence.pdf examples/results/R-auc-convergence.pdf examples/results/R-rho-convergence.pdf examples/results/betamu_relation.pdf examples/results/ci_total.pdf examples/results/converge_relation_auc.pdf examples/results/converge_relation_rho.pdf examples/results/converge_relation_v1.pdf examples/results/converge_relation_v2.pdf examples/results/cor.pdf examples/results/dilog_betamu_relation.pdf examples/results/dilog_lambda_auc_l1.pdf examples/results/dilog_lambda_auc_l2.pdf examples/results/dilog_lambda_auc_rs.pdf examples/results/ens.pdf examples/results/lambda_appr_auc_l1.pdf examples/results/lambda_appr_auc_l2.pdf examples/results/lambda_appr_auc_rs.pdf examples/results/lambda_auc_l1.pdf examples/results/lambda_auc_l2.pdf examples/results/lambda_auc_rs.pdf examples/results/lambda_relation.pdf examples/results/lambdas.pdf examples/results/score.pdf examples/results/sim2_MvsAuc_r25.pdf examples/results/sim2_MvsAuc_r5.pdf examples/results/sim2_MvsAuc_r55.pdf examples/results/sim2_MvsAuc_r75.pdf examples/results/sim2_MvsSpec_r25.pdf examples/results/sim2_MvsSpec_r5.pdf examples/results/sim2_MvsSpec_r75.pdf examples/results/sim2_Mvsbacc_r25.pdf examples/results/sim2_Mvsbacc_r5.pdf examples/results/sim2_Mvsbacc_r75.pdf examples/results/sim2_method_comp.pdf examples/results/sim2_summa+.pdf examples/results/sim2_summa+_gain.pdf examples/results/sim2_summa.pdf examples/results/sim2_summa_gain.pdf examples/results/sim_MvsAuc.pdf examples/results/sim_MvsAuc_r25.pdf examples/results/sim_MvsAuc_r5.pdf examples/results/sim_MvsAuc_r50.pdf examples/results/sim_MvsAuc_r75.pdf examples/results/sim_MvsSen_r25.pdf examples/results/sim_MvsSen_r5.pdf examples/results/sim_MvsSen_r75.pdf examples/results/sim_MvsSpec_r25.pdf examples/results/sim_MvsSpec_r5.pdf examples/results/sim_MvsSpec_r75.pdf examples/results/sim_Mvsbacc_r25.pdf examples/results/sim_Mvsbacc_r5.pdf examples/results/sim_Mvsbacc_r75.pdf examples/results/sim_method_comp.pdf examples/results/sim_summa+.pdf examples/results/sim_summa+_gain.pdf examples/results/sim_summa.pdf examples/results/sim_summa_gain.pdf examples/results/temp.pdf examples/results/threshold-2.pdf examples/results/threshold.pdf examples/supplement_figureS1.Rmd kaggle/README.md kaggle/kaggle-2-WestNile-data-prep.Rmd kaggle/kaggle-4-Springleaf-data-prep.Rmd kaggle/legacy/kaggle-1-CATII-danzel.Rmd kaggle/legacy/kaggle-1-CATII.Rmd kaggle/legacy/kaggle-2-WestNile.Rmd kaggle/legacy/kaggle-3-Porto.Rmd kaggle/legacy/kaggle-4-Springleaf.Rmd kaggle/results/Figure4.pdf kaggle/results/Figure4slm.pdf kaggle/results/Figure4wnv.pdf kaggle/results/drafts/SLM_ensemble_fde2.pdf kaggle/results/drafts/WNV_ensemble_fde2.pdf kaggle/results/fidel_fits.pdf kaggle/results/slm_performance.pdf kaggle/results/supp_partition_final2.pdf kaggle/results/wnv_performance.pdf kaggle/same_partition.R kaggle/springleaf_FiDEL.R kaggle/westnile_FiDEL.R man/Pxxy.sample.Rd man/Pxxy_int.Rd man/Pxy.sample.Rd man/Pxy_int.Rd man/Pxyy.sample.Rd man/Pxyy_int.Rd man/addmodel.mtrainer.Rd man/auc.pcr.Rd man/auc_rank.Rd man/auprc.pcr.Rd man/build_curve_pcr.Rd man/check.pcr.Rd man/countXXY.Rd man/countXY.Rd man/countXYY.Rd man/create.auclist.Rd man/create.labels.Rd man/create.scores.gaussian.Rd man/create_predictions.Rd man/get_fermi.Rd man/new_mtrainer.Rd man/new_pcr.Rd man/pcr.Rd man/pcr_nfold.Rd man/pcr_sample.Rd man/plot.mtrainer.Rd man/plot.pcr.Rd man/predict.mtrainer.Rd man/to_label.Rd man/train.mtrainer.Rd man/update.mtrainer.Rd man/var_auc_fermi.Rd man/var_auc_pcr.Rd simulation/code/README.md simulation/code/tests/README.md simulation/code/tests/gauss_sample_plots/cov_100xrho_0.pdf simulation/code/tests/gauss_sample_plots/cov_100xrho_10.pdf simulation/code/tests/gauss_sample_plots/cov_100xrho_20.pdf simulation/code/tests/gauss_sample_plots/cov_100xrho_30.pdf simulation/code/tests/gauss_sample_plots/cov_100xrho_40.pdf simulation/code/tests/gauss_sample_plots/cov_100xrho_50.pdf simulation/code/tests/gauss_sample_plots/cov_100xrho_60.pdf simulation/code/tests/gauss_sample_plots/cov_100xrho_70.pdf simulation/code/tests/gauss_sample_plots/cov_100xrho_80.pdf simulation/code/tests/gauss_sample_plots/cov_100xrho_90.pdf simulation/code/tests/gauss_sample_plots/mean_100xrho_0.pdf simulation/code/tests/gauss_sample_plots/mean_100xrho_10.pdf simulation/code/tests/gauss_sample_plots/mean_100xrho_20.pdf simulation/code/tests/gauss_sample_plots/mean_100xrho_30.pdf simulation/code/tests/gauss_sample_plots/mean_100xrho_40.pdf simulation/code/tests/gauss_sample_plots/mean_100xrho_50.pdf simulation/code/tests/gauss_sample_plots/mean_100xrho_60.pdf simulation/code/tests/gauss_sample_plots/mean_100xrho_70.pdf simulation/code/tests/gauss_sample_plots/mean_100xrho_80.pdf simulation/code/tests/gauss_sample_plots/mean_100xrho_90.pdf simulation/code/tests/rank_sample_plots/auc_100xrho_0.pdf simulation/code/tests/rank_sample_plots/auc_100xrho_30.pdf simulation/code/tests/rank_sample_plots/auc_100xrho_60.pdf simulation/code/tests/rank_sample_plots/auc_100xrho_90.pdf simulation/code/tests/rank_sample_plots/corr_100xrho_0.pdf simulation/code/tests/rank_sample_plots/corr_100xrho_30.pdf simulation/code/tests/rank_sample_plots/corr_100xrho_60.pdf simulation/code/tests/rank_sample_plots/corr_100xrho_90.pdf simulation/figures/sim_performance_plots_final/auc_100xcorr_0.pdf simulation/figures/sim_performance_plots_final/auc_100xcorr_20.pdf simulation/figures/sim_performance_plots_final/auc_100xcorr_40.pdf simulation/figures/sim_performance_plots_final/auc_100xcorr_60.pdf simulation/figures/sim_performance_plots_final/auc_m_10.pdf simulation/figures/sim_performance_plots_final/auc_m_15.pdf simulation/figures/sim_performance_plots_final/auc_m_2.pdf simulation/figures/sim_performance_plots_final/auc_m_20.pdf simulation/figures/sim_performance_plots_final/auc_m_25.pdf simulation/figures/sim_performance_plots_final/auc_m_4.pdf simulation/figures/sim_performance_plots_final/auc_m_7.pdf simulation/figures/supp_fig_auc_v_methods_w_cond_corr_final.pdf tests/README.md tmp/DS_report.Rmd tmp/Tutorial.Rmd tmp/classifiers.R tmp/development.Rmd tmp/ensemble.Rmd tmp/rprob-new.R