Classification algorithms – logistic regression

Data Science 201 - Day 3

This section contains a concept review for the following topics:

Introduction to logistic regression
Assessing classifier performance (ROC curve, AUC, cutoff value selection)
Penalized logistic regression (LASSO, RIDGE, Elastic Net)

Complete the following exercises from the Day 3 exercises folder:

Exercises 3-4: logistic regression

Complete Concept review 4: classification algorithms – logistic regression in the Assessment tab to complete this lesson


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