Decision Tree

Decision Tree: binary classification of house ranking (high/low rank).

- Create target column
- Filter unnecessary columns
- Split the dataset into train and test set
- Train and apply the model
- Evaluation

External resources

• Description of the Ames Iowa Housing Data
• Ames Housing Dataset on kaggle
• Behind the scenes of Decision Tree
• Decision Tree
• Guide to Intelligent Data Science