Search Results
3 results for “boosting”
Foundations
Ensemble Learning
Ensemble learning is a machine learning technique that combines the predictions of multiple models to achieve higher accuracy and robustness than any single constituent model could attain on its own.
4 min readUpdated June 2026
Foundations
Gradient Boosting
A machine learning ensemble technique that builds predictive models sequentially, where each new model corrects the errors of its predecessors using gradient descent optimisation.
4 min readUpdated May 2026
Companies & Tools
XGBoost
XGBoost (Extreme Gradient Boosting) is an open-source machine learning library that provides a fast, regularised gradient boosting framework, widely used for classification, regression, and ranking on tabular data.
4 min readUpdated June 2026