Dr. James McCaffrey from Microsoft Research presents a full-code, step-by-step tutorial on using the LightGBM tree-based system to perform binary classification (predicting a discrete variable that ...

The goal of a machine learning binary classification problem is to predict a variable that has exactly two possible values. For example, you might want to predict the sex of a company employee (male = ...

This repository contains a comprehensive analysis of binary classification using logistic regression. The notebook explores key aspects of logistic regression, from data exploration and preparation to ...