IEEE

Evaluating Support Vector Machine and Logistic Regression: A Machine Learning-Based Statistical Study for Breast Cancer Diagnosis

Abstract: In the context of binary classification for breast cancer diagnosis, this paper offers a comparative statistical analysis of two popular classification techniques, Support Vector Machine ...
IEEE

Short-term load demand forecasting in Smart Grids using support vector regression

Abstract: In this study, we propose a method based on support vector regression (SVR) to model the nonlinear dynamics of customer load demand given a limited set of previous measurements. Such ...