Classification models fall under which category of machine learning model?
Classification is a supervised learning task because it requires a labeled training dataset where each example is tagged with the correct class, and the model learns a mapping from input features to these known output categories. This distinguishes it from unsupervised learning (which works with unlabeled data to find patterns, such as clustering) and reinforcement learning (which learns optimal actions through trial-and-error feedback from an environment rather than from labeled examples).
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