Machine Learning Module 8: Decision Trees Models and Cross-Validation
Lecture 8.1 Intro to Decision Trees Model
Lecture 8.2 Random Forest and Gradient Boosting Trees
Lecture 8.3 Cross-Validation
Lab 8. Decision Tree, Random Forest, and Gradient Boosted Trees
To learn how to classify data with tree models.
To learn how to assess model performance with cross-validation.
Download the house price excel file from https://github.com/xbwei/machine_learning_in_rapidminer/blob/master/house_price_label.xlsx