API for survalis
Interpretable Survival Machine Learning Framework
| Global functions | |
|---|---|
| .aalen_relevel | Source code |
| .aalen_scale | Source code |
| .aalen_scaling | Source code |
| .aalen_xlevels | Source code |
| .abort_on_worker_error | Source code |
| .aftgee_baseline | Source code |
| .aftgee_lp | Source code |
| .ale_long | Source code |
| .align_survmat | Source code |
| .arrange_by_metric_dt | Source code |
| .as_survalis_fit | Man page Source code |
| .bnn_design | Source code |
| .bnn_learner_surv | Source code |
| .bnn_neighbours | Source code |
| .bnn_project | Source code |
| .bnn_whitener | Source code |
| .builtin_grid_names | Source code |
| .check_metrics | Source code |
| .complete_cases_df | Source code |
| .drop_constant_predictors | Source code |
| .dw_ipcw | Source code |
| .dw_weight | Source code |
| .evaluate_core | Source code |
| .evaluate_splits | Man page Source code |
| .exists_in_pkg | Source code |
| .finalize_survmat | Man page Source code |
| .fit_status_vector | Man page Source code |
| .glmnet_pad | Source code |
| .infer_survmat_times | Man page Source code |
| .integrated_frame | Source code |
| .interpret_dispatch | Man page Source code |
| .ipcw_weights | Source code |
| .is_custom_learner | Source code |
| .is_metric | Source code |
| .kmplot_colors | Source code |
| .kmplot_curve | Source code |
| .kmplot_group | Source code |
| .kmplot_labels | Source code |
| .kmplot_legend_corner | Source code |
| .kmplot_model | Source code |
| .kmplot_pval | Source code |
| .kmplot_pval_pos | Source code |
| .kmplot_stepband | Source code |
| .kmplot_transform | Source code |
| .learner_label | Source code |
| .loglinear_surv | Source code |
| .make_splits | Man page Source code |
| .map_rbind_dt | Source code |
| .metric_maximize | Source code |
| .model_features | Source code |
| .new_resampling | Source code |
| .null_default | Source code |
| .parse_range_metric | Source code |
| .parse_surv_formula | Man page Source code |
| .pdp_long | Source code |
| .plain_df | Source code |
| .pmap_rbind_dt | Source code |
| .predict_cox_from_lp | Man page Source code |
| .predict_fun | Source code |
| .rbind_fill_dt | Source code |
| .recode_status_vec | Source code |
| .resolve_learner | Source code |
| .resolve_times | Man page Source code |
| .rows_by_times | Source code |
| .rpart_leaf_km | Source code |
| .score_metrics | Source code |
| .select_cols | Source code |
| .ssvm_encode | Source code |
| .ssvm_encoder | Source code |
| .ssvm_kernel | Source code |
| .ssvm_lognormal | Source code |
| .ssvm_num | Source code |
| .ssvm_predict_f | Source code |
| .ssvm_solve | Source code |
| .std_outcome | Source code |
| .step_surv | Source code |
| .survalis_design_fit | Source code |
| .survalis_design_new | Source code |
| .survalis_pal | Source code |
| .survcluster_long | Source code |
| .survmat_as_matrix | Man page Source code |
| .survmat_input | Source code |
| .tree_surrogate_long | Source code |
| .tune_config_failed | Source code |
| .tune_grid | Source code |
| .weighted_km | Source code |
| .wide_metric_row | Source code |
| Surv | Man page |
| as.data.frame.survalis_compare | Man page Source code |
| as.data.frame.survalis_estimate | Man page Source code |
| as.data.frame.survalis_eval | Man page Source code |
| as.data.frame.survalis_fit | Man page Source code |
| as.data.frame.survalis_interpret | Source code |
| as.data.frame.survalis_tune | Man page Source code |
| as.data.frame.survmat | Man page Source code |
| as.matrix.survmat | Source code |
| as_survmat | Man page Source code |
| auc_survmat | Source code |
| bootstrap | Man page Source code |
| brier | Source code |
| cindex_survmat | Source code |
| compare | Man page Source code |
| compute_ale | Source code |
| compute_calibration | Source code |
| compute_counterfactual | Source code |
| compute_interactions | Source code |
| compute_pdp | Source code |
| compute_shap | Source code |
| compute_shap_matrix | Source code |
| compute_surrogate | Source code |
| compute_survcluster | Source code |
| compute_tree_surrogate | Source code |
| compute_varimp | Source code |
| cv | Man page Source code |
| cv_plot | Source code |
| cv_summary | Source code |
| cv_survlearner | Source code |
| dca_survmat | Source code |
| default_times | Source code |
| dwscore | Man page Source code |
| ece_survmat | Source code |
| estimate | Man page Source code |
| evaluate | Man page Source code |
| evaluate.formula | Man page Source code |
| evaluate.matrix | Man page Source code |
| evaluate.survalis_fit | Man page Source code |
| evaluate.survalis_tune | Source code |
| fit | Man page Source code |
| fit_aalen | Source code |
| fit_aftgee | Source code |
| fit_bart | Source code |
| fit_blackboost | Source code |
| fit_bnnsurv | Source code |
| fit_cforest | Source code |
| fit_coxboost | Source code |
| fit_coxph | Source code |
| fit_densemlp | Source code |
| fit_fastgbm | Source code |
| fit_flexsurvreg | Source code |
| fit_glmnet | Source code |
| fit_nbsurv | Source code |
| fit_orsf | Source code |
| fit_ranger | Source code |
| fit_rpart | Source code |
| fit_rpsurv | Source code |
| fit_rsf | Source code |
| fit_selectcox | Source code |
| fit_survmetalearner | Source code |
| fit_survsvm | Source code |
| fit_xgboost | Source code |
| groupcv | Man page Source code |
| holdout | Man page Source code |
| iae_survmat | Source code |
| ibs_survmat | Source code |
| interpret | Man page Source code |
| is_survmat | Source code |
| ise_survmat | Source code |
| kmplot | Man page Source code |
| listlearners | Man page Source code |
| listmethods | Man page Source code |
| listmetrics | Man page Source code |
| new_survmat | Man page Source code |
| plot.dca_survmat | Source code |
| plot.roc_survmat | Source code |
| plot.survalis_compare | Source code |
| plot.survalis_estimate | Source code |
| plot.survalis_eval | Source code |
| plot.survalis_fit | Source code |
| plot.survalis_interpret | Source code |
| plot.survalis_tune | Source code |
| plot_ale | Source code |
| plot_calibration | Source code |
| plot_counterfactual | Source code |
| plot_dca | Source code |
| plot_interactions | Source code |
| plot_pdp | Source code |
| plot_roc | Source code |
| plot_shap | Source code |
| plot_shap_beeswarm | Source code |
| plot_surrogate | Source code |
| plot_survcluster | Source code |
| plot_survmat | Source code |
| plot_tree_surrogate | Source code |
| plot_varimp | Source code |
| predict.survalis_fit | Man page Source code |
| predict.survalis_tune | Source code |
| predict_aalen | Source code |
| predict_aftgee | Source code |
| predict_bart | Source code |
| predict_blackboost | Source code |
| predict_bnnsurv | Source code |
| predict_cforest | Source code |
| predict_coxboost | Source code |
| predict_coxph | Source code |
| predict_densemlp | Source code |
| predict_fastgbm | Source code |
| predict_flexsurvreg | Source code |
| predict_glmnet | Source code |
| predict_nbsurv | Source code |
| predict_orsf | Source code |
| predict_ranger | Source code |
| predict_rpart | Source code |
| predict_rpsurv | Source code |
| predict_rsf | Source code |
| predict_selectcox | Source code |
| predict_survmetalearner | Source code |
| predict_survsvm | Source code |
| predict_xgboost | Source code |
| print.survalis_compare | Source code |
| print.survalis_estimate | Source code |
| print.survalis_eval | Source code |
| print.survalis_fit | Source code |
| print.survalis_interpret | Source code |
| print.survalis_resampling | Source code |
| print.survalis_tune | Source code |
| print.survmat | Source code |
| reexports | Man page |
| resampling | Man page |
| roc_survmat | Source code |
| scale_color_survalis | Source code |
| scale_fill_survalis | Source code |
| score_survmodel | Source code |
| summary.mlsurv_model | Source code |
| summary.survalis_compare | Source code |
| summary.survalis_estimate | Source code |
| summary.survalis_eval | Source code |
| summary.survalis_fit | Source code |
| summary.survalis_tune | Source code |
| survalis | Man page |
| survalis-package | Man page |
| survalis-tidiers | Man page |
| survmat | Man page |
| survmat_times | Man page Source code |
| survmat_to_chf | Source code |
| survmat_to_haz | Source code |
| survmat_to_quantile | Source code |
| survmat_to_rmst | Source code |
| theme_survalis | Source code |
| timeroc_survmat | Source code |
| tune | Man page Source code |
| tune_bart | Source code |
| tune_blackboost | Source code |
| tune_bnnsurv | Source code |
| tune_cforest | Source code |
| tune_coxboost | Source code |
| tune_flexsurvreg | Source code |
| tune_glmnet | Source code |
| tune_orsf | Source code |
| tune_ranger | Source code |
| tune_rpart | Source code |
| tune_rsf | Source code |
| tune_selectcox | Source code |
| tune_survsvm | Source code |
| tune_xgboost | Source code |
| validate_survmat | Man page Source code |
| veteran | Man page |
