Man pages for BYUIDSS/HSPSModelR
Machine Learning Model Selection of Cognostic Data
| extract_measures | Extract measures from list of models |
| get_common_predictions | Find at risk ID's |
| get_performance | Extract model performance |
| gg_var_imp | Visualize extracted overall feature importance |
| HSPSModelR | HSPSModelR: A package for producing a robust prediction model... |
| install_train_packages | Get packages needed for ensemble learning |
| make_list | Make a list of models |
| make_table | Make a machine learning diagnostics table |
| preprocess_data | Pre-process cognostic data |
| run_models | Run many models on train data |
| var_imp_overall | Extract overall feature importance within and between models |
| var_imp_raw | Extract feature importance within models |
