BIOENGINEER

Machine learning predicts late-onset PICU infection risk in retrospective cohort

A retrospective study of 1,012 children found that XGBoost predicted late-onset PICU infection risk with a test-set AUC of ...
Visual Studio Magazine

Support Vector Regression with SGD Training Using C#

Support vector regression (SVR) predicts a single numeric value using a kernel function, usually RBF, that computes similarity between two data items. SVR makes predictions using support vectors, ...
Visual Studio Magazine

Linear Support Vector Regression from Scratch Using C# with Evolutionary Training

The goal of a machine learning regression problem is to predict a single numeric value, for example, predicting a person's income based on their age, height, years of education, and so on. There are ...
BIOENGINEER

Open-data machine learning framework reaches near-perfect breast cancer diagnosis on benchmark dataset

A reproducible open-data framework using the Wisconsin Diagnostic Breast Cancer dataset achieved near-ceiling discrimination ...
Nature

A support vector machine model provides an accurate transcript-level-based diagnostic for major depressive disorder

Major depressive disorder (MDD) is a critical cause of morbidity and disability with an economic cost of hundreds of billions of dollars each year, necessitating more effective treatment strategies ...
techtarget

Regression in machine learning: A crash course for engineers

Finding relationships among data is an important skill for any business professional. Understanding cause-and-effect relationships can be the critical factor when it comes to wasted time, lost profits ...