5/2/2023 0 Comments Logistic regression in r![]() The logistic function is an S-shaped function developed in statistics, and it takes any real-valued number and maps it to a value between 0 and 1. The algorithm got the name from its underlying mechanism - the logistic function (sometimes called the sigmoid function). Logistic regression is a great introductory algorithm for binary classification (two class values) borrowed from the field of statistics. That’s it for the introduction section - we have many things to cover, so let’s jump right to it. ![]() We’ll cover data preparation, modeling, and evaluation of the well-known Titanic dataset. Our little journey to machine learning with R continues! Today’s topic is logistic regression - as an introduction to machine learning classification tasks. Classification fundamentals in R - code included
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