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Classification task

Classification implies a categorization action, a task involving categories. A classification task then typically denotes a supervised learning technique that lets us categorize a new sample previously unseen (such as an Iris flower, whose species we do not know yet). By categorizing, we allude to the fact that the classification task is tagging an unseen sample with one of the predicted labels in the training dataset.

 What is classification?

Before we move on the to next question, we will draw your attention to the term training dataset. In the next topic on classification outcomes, we discuss classification outcomes ...