Man pages for StevenBoys/Ensemblelearn
Use Ensemble learning to better prediction.
| Adaboost | Function that implement the algorithm of Ensemble learning in... |
| adaboost_fit1 | Function that implement one weak model step of AdaBoost in... |
| Bagging | Function that implement the algorithm of Ensemble learning in... |
| bagging_fit1 | Function that implement one resample of Bagging in regression |
| Comb_parallel | Function that combines results from weak models in parallel |
| dt_reg | Function that builds weak model on Decision Tree for... |
| Ensemble_define | Function that combines results from weak models in parallel |
| fit_model | Function that gets results from weak model |
| Graboo | Function that implement the algorithm of Ensemble learning in... |
| graboo_fit1 | Function that implement one weak model step of Gradient... |
| graboo_reg | Function that builds weak model on Gradient Boosting for... |
| mse | Function that calculate the mse of dependent variable and its... |
| nega_gra | Function that calculate the negative gradient of given loss... |
| prediction | Function that does prediction based on the fitted models for... |
| Randomforest | Function that implement the algorithm of Ensemble learning in... |
| randomforest_fit1 | Function that implement one weak model of Random Forest based... |
