Lecture 16 - Classification#

Objectives#

  • Solve a binary classification task using logistic regression with a single input variable.

  • Solve a binary classification task with multiple input variables using logistic regression.

  • Make decisions based on the results of a classification model.

  • Use the confusion matrix, the accuracy score, and other metrics to assess the quality of a classification model.

  • Solve a multi-class classification task with multiple input variables using multi-class logistic regression.