Visual Studio Magazine

Decision Tree Regression from Scratch Without Pointers or Recursion Using C#

A decision tree regression system incorporates a set of if-then rules to predict a single numeric value. Decision tree regression is rarely used by itself because it overfits the training data, and so ...
IEEE

Application of Machine Learning Algorithms for Cybersecurity: Detection and Classification of Malware, DDoS, and Phishing Attacks

Abstract: Cybersecurity has become a critical aspect of safe-guarding personal, organizational, and national infrastructures in the past years. The ever-evolving nature of cyber threats, including ...
IEEE

Tabular Data Classification and Regression: XGBoost or Deep Learning With Retrieval-Augmented Generation

Abstract: Tabular data is the most prevalent form of structured data, necessitating robust models for classification and regression tasks. Traditional models like eXtreme Gradient Boosting (XGBoost) ...