Machine Learning – Dr. Niraj Kumar

Category: Machine Learning

Winning Ensemble Classification Strategies

By Dr. Niraj Kumar on June 7, 2020June 7, 2020

With the increase in the complexity of data, and to fulfill the accuracy-related requirements, people started preferring ensemble classifiers. However, the selection of ensemble classifiers is not that easy. We have a lot of ensemble strategies, like: (1) Model Averaging, (2) Weighted Model Averaging, (3) Majority Voting, (4) Bagging, (5) Boosting, (6) Stacking, (7) Blending,

Posted in: Bagging, Boosting, Classification, Ensemble Classifier, Gradient Boosting, Machine Learning, Random Forest, XGBoost