Awesome RGF
August 2, 2020 · View on GitHub
This page contains a curated list of blogs, competitions solutions about RGF.
Please feel free to send a pull request if you find things that could be included in this document.
Blog Posts
- Regularized Greedy Forest (RGF) - Nice alternative to tree-boosting
- An Introductory Guide to Regularized Greedy Forests (RGF) with a case study in Python
- Regularized Greedy Forest – The Scottish Play (Act I)
- Regularized Greedy Forest – The Scottish Play (ACT II)
- The Gradient Boosters II: Regularized Greedy Forest
Machine Learning Competitions Winning Solutions and Kernels
- 1st Place Solution (TReNDS Neuroimaging)
- 1st Place Solution (Home Credit Default Risk)
- 1st Place Solution (Allstate Claims Severity)
- 2nd Place Solution (Home Credit Default Risk)
- 3rd Place Solution (Santander Customer Satisfaction)
- 13th Place Solution (IEEE-CIS Fraud Detection)
- 18th Place Solution (Porto Seguro’s Safe Driver Prediction)
- 35th Place Solution (Porto Seguro’s Safe Driver Prediction)
- Kernel (Porto Seguro’s Safe Driver Prediction)