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

Tor D. Tosteson, Bernard Rosner, Susan Redline, Logistic Regression for Clustered Binary Data in Proband Studies with Application to Familial Aggregation of Sleep Disorders, Biometrics, Vol. 47, No. 4 ...

Logistic Regression from Scratch Using Raw Python The fundamental technique has been studied for decades, thus creating a huge amount of information and alternate variations that make it hard to tell ...

This article will cover the basic theory behind logistic regression, the types of logistic regression, when to use them and take you through a worked example.

The purpose of this article is to provide researchers, editors, and readers with a set of guidelines for what to expect in an article using logistic regression techniques. Tables, figures, and charts ...

Original Article Published: 01 September 2008 Comparison of multivariate adaptive regression splines and logistic regression in detecting SNP–SNP interactions and their application in prostate ...

What are the advantages of logistic regression over decision trees? This question was originally answered on Quora by Claudia Perlich.