June 2020
Beginner to intermediate
380 pages
11h 32m
English
Chapter 7: Parametric Classification Models
Difference Between Linear and Logistic Regression
Overview
In the last chapter, we focused on linear regression models. Two important characteristics define those models. 1.) They are designed to support a quantitative target variable. 2.) They assume a functional form (Y ≈ β0 + β1 X1); therefore, they are categorized as parametric models.
Linear regression models are constrained to fit the data by utilizing the linear ...