Machine Learning Module 5: Logistic Regression and
Support Vector Machine

Lecture 5.1 Problem of the OLS in Classification

Lecture 5.2 Intro to the Logistic Regression Model

Lecture 5.3 Regularization of the Logistic Regression Model

Lecture 5.4 Support Vector Machine (SVM) Model

Lab 5. Logistic Regression and Support Vector Machine

Objectives:

  • To learn how to classify data with logistic regression and SVM.

 

Data: