Benchmarks
Articles tagged Benchmarks.
Machine Learning CatBoost : Hype or Not ? A deep dive into CatBoost's ordered target statistics, oblivious trees, and feature combinations, and why they beat XGBoost on categorical data. Machine Learning Choosing the Right Metrics: How to Actually Know if Your Model is Any Good A guide to choosing evaluation metrics for classification, regression, and language models, and why accuracy alone can hide a failing model.