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

Quantifying Aflatoxin B1 Contamination Levels in Almonds Using Hyperspectral Imaging Utilizing Gaussian Process and Support Vector Regression

Abstract: Almonds are prone to infection by Aspergillus fungi in warm and humid environments, which produce aflatoxin B1 (AFB1) in secondary metabolism. AFB1 is a toxic substance and continuous ...