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K-Nearest Neighbors (KNN) algorithm is a supervised machine learning method used for both classification and regression tasks. It is an instance-based (or "lazy") learner, meaning it does not build an explicit model during a training phase. Instead, it stores the entire training dataset and defers all mathematical calculations until a ...
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