Files in nliulab/AutoScore

An Interpretable Machine Learning-Based Automatic Clinical Score Generator

R/AutoScore.R R/AutoScore_Ordinal.R R/AutoScore_Survival.R R/common.R README.md README_Paper.md man/AutoScore_fine_tuning.Rd man/AutoScore_fine_tuning_Ordinal.Rd man/AutoScore_fine_tuning_Survival.Rd man/AutoScore_parsimony.Rd man/AutoScore_parsimony_Ordinal.Rd man/AutoScore_parsimony_Survival.Rd man/AutoScore_rank.Rd man/AutoScore_rank_Ordinal.Rd man/AutoScore_rank_Survival.Rd man/AutoScore_testing.Rd man/AutoScore_testing_Ordinal.Rd man/AutoScore_testing_Survival.Rd man/AutoScore_weighting.Rd man/AutoScore_weighting_Ordinal.Rd man/AutoScore_weighting_Survival.Rd man/add_baseline.Rd man/assign_score.Rd man/change_reference.Rd man/check_data.Rd man/check_data_ordinal.Rd man/check_data_survival.Rd man/check_link.Rd man/check_predictor.Rd man/compute_auc_val.Rd man/compute_auc_val_ord.Rd man/compute_auc_val_survival.Rd man/compute_descriptive_table.Rd man/compute_final_score_ord.Rd man/compute_mauc_ord.Rd man/compute_multi_variable_table.Rd man/compute_multi_variable_table_ordinal.Rd man/compute_multi_variable_table_survival.Rd man/compute_prob_observed.Rd man/compute_prob_predicted.Rd man/compute_score_table.Rd man/compute_score_table_ord.Rd man/compute_score_table_survival.Rd man/compute_uni_variable_table.Rd man/compute_uni_variable_table_ordinal.Rd man/compute_uni_variable_table_survival.Rd man/conversion_table.Rd man/conversion_table_ordinal.Rd man/conversion_table_survival.Rd man/estimate_p_mat.Rd man/eva_performance_iauc.Rd man/evaluate_model_ord.Rd man/extract_or_ci_ord.Rd man/find_one_inds.Rd man/find_possible_scores.Rd man/get_cut_vec.Rd man/group_score.Rd man/induce_informative_missing.Rd man/induce_median_missing.Rd man/inv_cloglog.Rd man/inv_logit.Rd man/inv_probit.Rd man/make_design_mat.Rd man/plot_auc.Rd man/plot_importance.Rd man/plot_predicted_risk.Rd man/plot_roc_curve.Rd man/plot_survival_km.Rd man/print_performance_ci_survival.Rd man/print_performance_ordinal.Rd man/print_performance_survival.Rd man/print_roc_performance.Rd man/print_scoring_table.Rd man/sample_data.Rd man/sample_data_ordinal.Rd man/sample_data_ordinal_small.Rd man/sample_data_small.Rd man/sample_data_survival.Rd man/sample_data_survival_small.Rd man/sample_data_with_missing.Rd man/split_data.Rd man/transform_df_fixed.Rd vignettes/brief_intro.Rmd