Bagging
Bagging, short for Bootstrap Aggregating, is a fundamental ensemble learning technique in AI and machine learning that improves model accuracy and robustness by...
5 min read
Ensemble Learning
AI
+4
Ensemble Learning
Gradient Boosting
Gradient Boosting is a powerful machine learning ensemble technique for regression and classification. It builds models sequentially, typically with decision tr...
5 min read
Gradient Boosting
Machine Learning
+4
XGBoost
XGBoost stands for Extreme Gradient Boosting. It is an optimized distributed gradient boosting library designed for efficient and scalable training of machine l...
2 min read
Machine Learning
Ensemble Learning
+4