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AlphaBoost is an advanced boosting algorithm primarily used for improving the performance of machine learning models. It combines the strengths of various weak learners to create a strong predictive model, making it an essential tool in data disney grumpy sweater science today. This article will delve into the principles behind AlphaBoost, its applications, and its advantages over traditional boosting methods. Understanding AlphaBoost AlphaBoost operates by assigning weights to training examples…