Lecture 15: Logistic Regression II

Key Word(s): Binary Response, Logistic Regression, Probability, PMF, Likelihood, Logistic Estimation, Classification boundaries, Loss function, Bayes’ Theorem

Slides

• Lecture 15 : Handling High Dimensionality and PCA (PDF)

Exercises

• Lecture 15: Exercise - Decision Boundaries [Notebook]
• Lecture 15: Exercise - ROC & AUC [Notebook]