kaggle-automated-feature-engineering

Applying automated feature engineering to the Kaggle Home Credit Default Risk Competition

This repository documents my application of featuretools for automated feature engineering in a Kaggle competition. The complete set of notebooks can be viewed and run on Kaggle. I have also included manual feature engineering notebooks for comparison purposes. The competition is still ongoing and I will update with new results and notebooks as they are completed.

Notebooks

• Applied Automated Feature Engineering Basics Kaggle Link
• Intro to Tuning Automated Feature Engineering Kaggle Link
• Intro to Manual Feature Engineering Kaggle Link
• Manual Feature Engineering Part Two Kaggle Link

Datasets

• Featuretools default featureset
• Manual Feature Engineering Part One
• Manual Feature Engineering Part Two