Execute multiple linear regression and classification from scratch with only numpy to better understand the fundamental mathematical concepts. From here, concepts underlying multiple linear regression ...

This repository contains a comprehensive guide and implementation for Linear Support Vector Machine (SVM) Classification using Python. The goal of this project is to provide a clear and practical ...

Introduction: Gastric cancer is the fifth most common cancer in the world. At the same time, it is also the fourth most deadly cancer. Early detection of cancer exists as a guide for the treatment of ...

There is a growing interest in automatic classification of mental disorders based on neuroimaging data. Small training data sets (subjects) and very large amount of high dimensional data make it a ...

Abstract: The chapter focuses on issues related to adopting parametric regression methods to the classification task. This is essentially based on using a composite model representation function, ...