survex
Explainable Machine Learning in Survival Analysis

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survex: Explainable Machine Learning in Survival Analysis
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API for survex
Explainable Machine Learning in Survival Analysis

Global functions
add_rug_to_plot Source code
aggregate_shap_multiple_observations Source code
aggregate_surv_shap Source code
brier_score Man page Source code
c_index Man page Source code
calculate_integral Source code
calculate_shap_values Source code
calculate_variable_split Source code
calculate_variable_split.default Source code
calculate_variable_survival_profile Source code
calculate_variable_survival_profile.default Source code
cd_auc Man page Source code
concatenate_dfs Source code
concatenate_td_dfs Source code
cumulative_hazard_to_survival Man page Source code
explain Man page Source code
explain.LearnerSurv Source code
explain.coxph Source code
explain.default Man page Source code
explain.flexsurvreg Source code
explain.model_fit Source code
explain.ranger Source code
explain.rfsrc Source code
explain.sksurv Source code
explain_survival Man page Source code
extract_predict_survshap Man page Source code
generate_discrete_color_scale Source code
generate_neighbourhood Source code
generate_shap_kernel_weights Source code
get_pkg_ver_safe Source code
get_times_stats Source code
integrated_brier_score Man page
integrated_cd_auc Man page
loss_adapt_mlr3proba Man page Source code
loss_brier_score Man page
loss_integrate Man page Source code
loss_integrated_brier_score Man page
loss_one_minus_c_index Man page Source code
loss_one_minus_cd_auc Man page Source code
loss_one_minus_integrated_cd_auc Man page Source code
make_prediction_for_simplified_input Source code
model_diagnostics Man page Source code
model_diagnostics.surv_explainer Man page Source code
model_parts Man page Source code
model_parts.surv_explainer Man page Source code
model_performance Man page Source code
model_performance.surv_explainer Man page Source code
model_profile Man page Source code
model_profile.surv_explainer Man page Source code
model_profile_2d Man page Source code
model_profile_2d.surv_explainer Man page Source code
model_survshap Man page Source code
model_survshap.surv_explainer Man page Source code
order_levels Source code
plot.aggregated_surv_shap Man page Source code
plot.model_diagnostics_survival Man page Source code
plot.model_parts_survival Man page Source code
plot.model_performance_survival Man page Source code
plot.model_profile_2d_survival Man page Source code
plot.model_profile_survival Man page Source code
plot.predict_parts_survival Man page Source code
plot.predict_profile_survival Man page Source code
plot.surv_feature_importance Man page Source code
plot.surv_lime Man page Source code
plot.surv_model_performance Man page Source code
plot.surv_model_performance_rocs Man page Source code
plot.surv_shap Man page Source code
plot2_cp Source code
plot2_mp Source code
plot_ice_cat Source code
plot_ice_num Source code
plot_individual_ceteris_paribus_survival Source code
plot_pdp_cat Source code
plot_pdp_num Source code
plot_scalar_surv_model_performance Source code
plot_shap_global_beeswarm Source code
plot_shap_global_curves Source code
plot_shap_global_importance Source code
plot_shap_global_profile Source code
plot_td_surv_model_performance Source code
predict.surv_explainer Man page Source code
predict_parts Man page Source code
predict_parts.surv_explainer Man page Source code
predict_profile Man page Source code
predict_profile.surv_explainer Man page Source code
prepare_ceteris_paribus_plots Source code
prepare_model_profile_2d_plots Source code
prepare_model_profile_plots Source code
preprocess_values_to_common_scale Source code
print.model_diagnostics_survival Source code
print.model_profile_2d_survival Source code
print.model_profile_survival Source code
print.surv_ceteris_paribus Source code
print.surv_feature_importance Source code
print.surv_lime Source code
print.surv_shap Source code
risk_from_chf Man page Source code
set_theme_survex Man page Source code
shap_kernel Source code
surv_aggregate_profiles Source code
surv_aggregate_profiles_partial Source code
surv_ale Source code
surv_ale_2d Source code
surv_ale_2d_num_num Source code
surv_ceteris_paribus Man page Source code
surv_ceteris_paribus.default Source code
surv_ceteris_paribus.surv_explainer Man page Source code
surv_feature_importance Man page Source code
surv_feature_importance.default Source code
surv_feature_importance.surv_explainer Man page Source code
surv_integrated_feature_importance Man page Source code
surv_lime Man page Source code
surv_model_info Man page Source code
surv_model_info.LearnerSurv Man page Source code
surv_model_info.coxph Man page Source code
surv_model_info.cph Man page Source code
surv_model_info.default Man page Source code
surv_model_info.flexsurvreg Man page Source code
surv_model_info.model_fit Man page Source code
surv_model_info.ranger Man page Source code
surv_model_info.rfsrc Man page Source code
surv_model_info.sksurv Man page Source code
surv_model_performance Man page Source code
surv_pdp_2d Source code
surv_shap Man page Source code
survival_to_cumulative_hazard Man page Source code
test_explainer Source code
theme_default_survex Man page Source code
theme_vertical_default_survex Man page Source code
transform_to_stepfunction Man page Source code
use_exact_shap Source code
use_kernelshap Source code
use_treeshap Source code
verbose_cat Source code
survex documentation built on Oct. 25, 2023, 1:06 a.m.

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