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A classifier in machine learning is an algorithm that automatically orders or categorizes data into one or more of a set of “classes.” The process of categorizing or classifying information based on certain characteristics is known as classification. Classifiers are typically used in supervised learning systems where the correct class for each input example is known during training. The goal of a classifier is to learn from the training data and be able to make accurate predictions on unseen data.

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