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

Next, the demo trains a logistic regression model using raw Python, rather than by using a machine learning code library such as Microsoft ML.NET or scikit. [Click on image for larger view.] Figure 1: ...

The simplest form of regression in Python is, well, simple linear regression. With simple linear regression, you're trying to ...

Dimitris Bertsimas, Angela King, Logistic Regression: From Art to Science, Statistical Science, Vol. 32, No. 3 (August 2017), pp. 367-384 ...

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 ...

Anthony Y. C. Kuk, Jialiang Li, A. John Rush, Variable and threshold selection to control predictive accuracy in logistic regression, Journal of the Royal Statistical Society.

Recent study focused on predicting short birth intervals (defined as less than 33 months) among reproductive-age women in ...