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.

Machine learning models analyze complex patterns within medical datasets, enabling precise prediction and classification of diseases like CHD [14]- [18]. This study explores the application of three ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end program that explains how to perform binary classification (predicting a variable with two possible discrete values) using ...

This manuscript introduces a general-purpose software application, classLog, that can train sequence classifiers based on user-labelled training data for use in classification of unknown sequences.

In the field of document image processing and analysis, the task of document classification holds significant importance, where the goal is to automatically classify documents based on their content ...