Python 3 for Machine Learning by Oswald Campesato

Author:Oswald Campesato
Language: eng
Format: mobi, epub, pdf
Tags: python
Publisher: Mercury Learning and Information
Published: 2020-02-10T05:00:00+00:00

6.1What is Classification?

Given a dataset that contains observations whose class membership is known, classification is the task of determining the class to which a new data point belongs. Classes refer to categories and are also called targets or labels. For example, spam detection in email service providers involves binary classification (only 2 classes). The MNIST dataset contains a set of images, where each image is a single digit, which means there are 10 labels. Some applications in classification include: credit approval, medical diagnosis, and target marketing.

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