IEEE

The Impact of Feature Scaling in Machine Learning: Effects on Regression and Classification Tasks

Abstract: This study addresses the lack of comprehensive evaluations of feature scaling by systematically assessing 12 techniques, including less common methods such as VAST and Pareto, in 14 machine ...
TMCnet

Data Normalization vs. Standardization: What's the Difference and When to Use Each

Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and ...
IEEE

Enhancing Human Voice Gender Classification: A Comparative Analysis of Support Vector Machine and Convolutional Neural Network Algorithms

Abstract: To implement an efficient prediction model for human voice recognition, distinguishing between male and female using CNN and SVM algorithms, with enhanced accuracy, we propose a method ...