EVRI-thing You Need to Know About Logistic Regression

Jan 25, 2021

Logistic Regression is an important machine learning method for sample classification. Join Eigenvector’s Manuel Palacios for an in-depth review of this conceptually simple but powerful technique.

Table of Contents

00:00 – Introduction

02:15 – Classification Definition

03:36 – Classification Methods in PLS_Toolbox and Solo

04:34 – Logistic Regression Basics

09:45 – Multiclass Logistic Regression

14:00 – Example: Archeology Dataset

22:54 – Example: Olive Oil

27:47 – Nonlinear Problem

37:37 – Regularization Interpretation (Ridge)

42:42 – Summary and Conclusion

Events

EVRI-thing You Need to Know About Logistic Regression

Jan 25, 2021