Performance Assessment of Ensemble Learning

Solve Imbalanced Class with Boosting Algorithms

AdaBoost, RUSBoost & SMOTEBoost to improve the classification performance

Sarit Maitra
11 min readJun 30, 2021

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Adaptive Boosting (AdaBoost) has popular use as an Ensemble Learning Method in Supervised Machine Learning and was formulated by Yoav Freund and Robert Schapire…

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