Visual Studio Magazine

Gradient Boosting Regression Using C#

A machine learning gradient boosting regression system, also called a gradient boosting machine (GBM), predicts a single numeric value. A GBM is an ensemble (collection) of simple decision tree ...
Healio

Gradient boosting model accurately predicts delirium

Please provide your email address to receive an email when new articles are posted on . A gradient boosting machine model performed best among five machine learning models tested for predicting ...
Open Heart

Development and validation of a 10-year predictive model for cardiovascular and metabolic disease risk: insights from a large-scale health examination cohort

Objective To develop and validate a 10-year predictive model for cardiovascular and metabolic disease (CVMD) risk using ...
JSTOR Daily

Signal regression models for location, scale and shape with an application to stock returns

Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 67, No. 3 (APRIL 2018), pp. 665-686 (22 pages) We discuss scalar-on-function regression models where all parameters of the ...
Visual Studio Magazine

Gradient Boosting Regression Using C#

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the gradient boosting regression technique, where the goal is to predict a single numeric value. Compared to ...