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The Classification algorithm is a Supervised Learning technique
that is used to identify the category of new observations on the
basis of training data. In Classification, a program learns from the
given dataset or observations and then classifies new observation into a
number of classes or groups. Such as, Yes or No, 0 or 1, Spam or Not Spam,
cat or dog, etc.
Classes can be called as targets/labels or categories.