IEEE

Data Balancing in SAT-NET: Effects on Logistic Regression and Random Forest Performance

Abstract: In the context of Satellite Internet Services and Applications (SAT-NET), data imbalance presents a significant challenge, severely impacting the performance of classification algorithms.
IEEE

Predictive Analysis of Network-Based Attacks by Hybrid Machine Learning Algorithms Utilizing Bayesian Optimization, Logistic Regression, and Random Forest Algorithm

Abstract: These days, intrusion detection systems are one of the newest trends in society. These technologies serve as a defense against a variety of security breaches, the number of which has been ...