Introducing PrunedTree: Smarter Decision Trees with Automatic Depth Pruning
Motivation:
Decision Trees are a popular choice in machine learning due to their interpretability and ease of use. However, they often suffer from a major issue: overfitting.Most practitioners/Data scientists manually tune the max_depth hyperparamete...