Files in E2E

Ensemble Learning Framework for Diagnostic and Prognostic Modeling

README.md R/data.R R/Figure.R R/diagnosis.R R/prognosis.R inst/doc/prognostic-workflow.Rmd inst/doc/getting-started.R inst/doc/diagnostic-workflow.Rmd inst/doc/advanced-features.Rmd inst/doc/prognostic-workflow.R inst/doc/diagnostic-workflow.R inst/doc/advanced-features.R inst/doc/getting-started.Rmd vignettes/Prognostic_TDROC.pdf vignettes/prognostic-workflow.Rmd vignettes/diagnostic-workflow.Rmd vignettes/advanced-features.Rmd vignettes/Prognostic_KM.pdf vignettes/Diagnostic_ROC.pdf vignettes/Dia_SHAP_Example.pdf vignettes/Diagnostic_Matrix.pdf vignettes/Pro_SHAP_Example.pdf vignettes/getting-started.Rmd man/register_model_pro.Rd man/print_model_summary_dia.Rd man/ridge_dia.Rd man/initialize_modeling_system_dia.Rd man/figure_shap.Rd man/lasso_pro.Rd man/mlp_dia.Rd man/stacking_pro.Rd man/models_dia.Rd man/figure_pro.Rd man/en_dia.Rd man/find_optimal_threshold_dia.Rd man/calculate_metrics_at_threshold_dia.Rd man/svm_dia.Rd man/figure_dia.Rd man/get_registered_models_dia.Rd man/voting_dia.Rd man/train_dia.Rd man/ridge_pro.Rd man/imbalance_dia.Rd man/evaluate_predictions_pro.Rd man/get_registered_models_pro.Rd man/register_model_dia.Rd man/load_and_prepare_data_dia.Rd man/min_max_normalize.Rd man/qda_dia.Rd man/stepcox_pro.Rd man/lasso_dia.Rd man/bagging_pro.Rd man/train_pro.Rd man/stacking_dia.Rd man/bagging_dia.Rd man/dt_dia.Rd man/evaluate_model_dia.Rd man/nb_dia.Rd man/print_model_summary_pro.Rd man/apply_pro.Rd man/test_dia.Rd man/rf_dia.Rd man/Surv.Rd man/lda_dia.Rd man/en_pro.Rd man/models_pro.Rd man/load_and_prepare_data_pro.Rd man/evaluate_model_pro.Rd man/initialize_modeling_system_pro.Rd man/gbm_pro.Rd man/test_pro.Rd man/xb_dia.Rd man/gbm_dia.Rd man/apply_dia.Rd man/rsf_pro.Rd