Chapter8_Decision_and_Regression_Trees
This directory contains 4 workflows.
Decision_Tree_Exercise
Decision Tree: binary classification of house ranking (high/low rank). - Create target column - Filter unnecessary columns - Split the dataset into train […]
Decision_Tree_Solution
Decision Tree: binary classification of house ranking (high/low rank). - Create target column - Filter unnecessary columns - Split the dataset into train […]
Regression_Tree_Exercise
Regression Tree: predict house price. - Partition data into training and test set - Train a regression tree model - Apply the trained model to the test […]
Regression_Tree_Solution
Regression Tree: predict house price. - Partition data into training and test set - Train a regression tree model - Apply the trained model to the test […]