|
Random Forest Functions
|
Create a predictive model based on a combination of the
classification and regression trees (CART) algorithm for training
decision trees and the ensemble learning method of bagging. The Random
Forest functions are Forest_Drive, Forest_Predict, and Forest_Analyze. |
|
Single Decision Tree Functions
|
Create a predictive model that has a single decision tree. The
Single Decision Tree functions are Single_Tree_Drive and
Single_Tree_Predict. |
|
AdaBoost Functions
|
Create a predictive model based on the AdaBoost algorithm. The
AdaBoost functions are AdaBoost_Drive and AdaBoost_Predict. |
|
XGBoost Functions
|
Create a predictive model based on the GradientBoost algorithm. The XGBoost functions are XGBoost_Drive and XGBoost_Predict. |