Tree Based Methods with Sci-Kit Learn (Python) — DataSklr

Datasklr is a blog to provide examples of data science projects to those passionate about learning and having fun with data.

Ensemble Methods: Boosting

Dec 14

Dec 14 Ensemble Methods: Boosting

A discussion of boosting methodologies with Python including Gradient and Extreme Gradient Boosting as well as Adaptive Boosting

Ensemble Methods: Bagging and Random Forests

Dec 14

Dec 14 Ensemble Methods: Bagging and Random Forests

A discussion of ensemble learning: bagging and random forests with Sci-kit Learn in Python

Regression Trees

Dec 5

Dec 5 Regression Trees

A comprehensive review of how to cultivate, prune, visualize and understand regression trees