Man pages for topycyao/Xsurv
A package used to model survival data from advanced machine learning algorithms
| cidx_lgb_deviance_func | Cindex deviance for Lgb |
| cidx_lgb_func | C-index for Lgb |
| cidx_lgb_obj | Cindex objective func for Lgb |
| cidx_xgb_deviance_func | Cindex deviance for xgb |
| cidx_xgb_func | C-index for xgb |
| cidx_xgb_obj | Cindex objective func for xgb |
| Cox_lgb_deviance_func | Cox deviance for Lgb |
| Cox_lgb_obj | Cox objective func for Lgb |
| Cox_xgb_deviance_func | Cox deviance for xgb |
| leaf_tf | Transform feature space to high dimension leaf space for xgb... |
| leaf_xgb | Transform feature space to high dimension leaf space for xgb... |
| lgb.sur | Fitting lgb model |
| sim_surv_tree | Simple survival tree |
| surv_risk_aut | Automatically define survival risk with xgb or lgb model |
| surv_risk_aut_gbm | Automatically define survival risk with gbm model |
| surv_risk_aut_rf | Automatically define survival risk with rf model |
| surv_risk_m | Manually define survival risk with xgb or lgb model |
| xgb.sur | Fitting xgb model |
| Xsurv | This function can fit the survival data with different model... |
| Xsurv.cv | This function can use cv to automatically tuning the paramter... |
| Xsurv_predict | This function allows you to transform survival prediction... |
| Xsurv_predict_sv | This function allows you to predict a patient's survival... |
| Xsurv_sim_data | This function allows you to find risk level automatically... |
