Dr. James McCaffrey from Microsoft Research presents a C# program that illustrates using the AdaBoost algorithm to perform binary classification for spam detection. Compared to other classification ...

The program includes multiple binary classification algorithms for prediction, but also showcases algorithm performance results to determine which model works best with an existing dataset that ...

They used logistic regression, decision tree, XGBoost, and random forest algorithms. These are supervised binary classification algorithms. That means they only learn from the 'yes/no' datasets ...