Goals

• Implement binary decision trees with different early stopping methods.
• Compare models with different stopping parameters.
• Visualize the concept of overfitting in decision trees.

Packages used

• graphlab

Used data set

lending-club-data.gl

Algorithms used :

• decision trees.
• Early stopping methods.