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 ...
Semiconductor Engineering

Boosting Regression Throughput By Reusing Setup Phase Simulation

This paper discusses how to write a design so the common initial setup phase simulation is done once and then used as a foundation to run different tests later on, including the ability to change test ...
US Geological Survey

Mapped predictions of manganese and arsenic in an alluvial aquifer using boosted regression trees

USGS Organization Massachusetts Water Science Center; National Water Quality Assessment Program; Lower Mississippi-Gulf Water Science Center; Geology, Geophysics, and Geochemistry Science Center ...
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 ...