BIOENGINEER

Grid-Based Decision Trees Finally Get the Guarantees They Always Needed

A new Machine Learning study shows that greedy decision tree algorithms can stall with zero purity gain, and introduces ...
newswise

Interpretable Gradient Boosting Based Ensemble Learning and African Vultures Optimization Algorithm Optimization for Estimating Deflection Induced by Excavation

Newswise — With the rapid development of challenging construction projects such as super high-rise buildings, tunnels, and underground superstores, excavation is an inevitable part of these projects.
Hospital + Healthcare

How effective are ML algorithms in ICU mortality predictions?

Testing two machine learning algorithms — extra trees and gradient boosting — a team including Australian researchers set out ...
technologynetworks

Random Forests, XGBoost, and Gradient Boosting in Biological Data Analysis

Random forest and gradient boosting algorithms, including XGBoost, have become dependable tools for analyzing biological data because they tolerate messy, mixed-type inputs without extensive ...
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 ...

Can Gradient Boosting Beat Logistic Regression After Tuning?

Last time, I compared five methods side-by-side using the same table and the same data split. The evaluation scores (Macro F1 ...
BIOENGINEER

Machine Learning Outperforms Kriging in Mapping Soil Clay Across Nigerian Savanna

A new study in Nigeria's Guinea Savanna shows that machine learning algorithms, led by Cubist, dramatically outperform ...
InfoWorld

Time series forecasting with XGBoost and InfluxDB

XGBoost is a popular open source machine learning library that can be used to solve all kinds of prediction problems. Here’s how to use XGBoost with InfluxDB. XGBoost is an open source machine ...
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 ...