Files in survex

Explainable Machine Learning in Survival Analysis

NEWS.md README.md R/plot_surv_shap.R R/surv_shap.R R/plot_model_parts_survival.R R/model_profile.R R/surv_integrated_feature_importance.R R/print.R R/surv_lime.R R/plot_surv_ceteris_paribus.R R/misc_set_theme_survex.R R/metrics.R R/model_diagnostics.R R/plot_surv_lime.R R/predict_surv_explainer.R R/plot_model_profile_2d.R R/predict_parts.R R/surv_model_profiles.R R/plot_surv_model_performance_rocs.R R/surv_feature_importance.R R/predict_profile.R R/model_parts.R R/plot_model_diagnostics_survival.R R/model_info.R R/plot_predict_profile_survival.R R/plot_surv_feature_importance.R R/plot_model_profile_survival.R R/model_survshap.R R/plot_surv_model_performance.R R/surv_ceteris_paribus.R R/plot_model_performance_survival.R R/explain.R R/model_performance.R R/model_profile_2d.R R/utils.R R/surv_model_performance.R R/plot_predict_parts_survival.R man/plot.aggregated_surv_shap.Rd man/model_profile_2d.surv_explainer.Rd man/plot.predict_parts_survival.Rd man/risk_from_chf.Rd man/loss_one_minus_integrated_cd_auc.Rd man/model_performance.surv_explainer.Rd man/plot.surv_model_performance_rocs.Rd man/integrated_cd_auc.Rd man/extract_predict_survshap.Rd man/surv_model_info.Rd man/integrated_brier_score.Rd man/plot.model_parts_survival.Rd man/plot.surv_lime.Rd man/predict.surv_explainer.Rd man/plot.model_profile_survival.Rd man/surv_ceteris_paribus.Rd man/c_index.Rd man/transform_to_stepfunction.Rd man/surv_model_performance.Rd man/surv_feature_importance.Rd man/surv_lime.Rd man/theme_survex.Rd man/cumulative_hazard_to_survival.Rd man/predict_profile.surv_explainer.Rd man/plot.model_profile_2d_survival.Rd man/explain_survival.Rd man/model_profile.surv_explainer.Rd man/survival_to_cumulative_hazard.Rd man/plot.predict_profile_survival.Rd man/model_parts.surv_explainer.Rd man/model_survshap.surv_explainer.Rd man/predict_parts.surv_explainer.Rd man/plot.surv_shap.Rd man/plot.surv_model_performance.Rd man/model_diagnostics.surv_explainer.Rd man/plot.model_diagnostics_survival.Rd man/loss_one_minus_c_index.Rd man/plot.model_performance_survival.Rd man/plot.surv_feature_importance.Rd man/loss_adapt_mlr3proba.Rd man/loss_integrate.Rd man/surv_shap.Rd man/surv_integrated_feature_importance.Rd man/loss_one_minus_cd_auc.Rd man/brier_score.Rd man/cd_auc.Rd