Search Results
3 results for “ensemble”
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
Foundations
Random Forest
Random forest is an ensemble machine learning algorithm that builds many decision trees on bootstrapped samples and aggregates their predictions to improve accuracy and reduce overfitting.
6 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