The data doctor continues his exploration of Python-based machine learning techniques, explaining binary classification using logistic regression, which he likes for its simplicity.

Learn how to implement Logistic Regression from scratch in Python with this simple, easy-to-follow guide! Perfect for beginners, this tutorial covers every step of the process and helps you ...

Regression can be used on categorical responses to estimate probabilities and to classify.

A class of conditional logistic regression models for clustered binary data is considered. This includes the polychotomous logistic model of Rosner (1984) as a special case. Properties such as the ...

Using data collected from the 'Sequenced treatment alternatives to relieve depression' study, we use logistic regression to predict whether a patient will respond to treatment on the basis of early ...