生物通

综述：集成提升方法（Ensemble Boosting Methods）在地表水质建模中的应用 ...

本综述系统评述了集成提升算法（如AdaBoost、CatBoost、LightGBM、SGBoost、梯度提升、XGBoost和NGBoost）在河流与径流、农业与灌溉、沿海水域、水库与湖泊及废水等地表水质建模五大领域的应用。基于PRISMA指南检索Scopus、Web of Science和Google Scholar（2010年1月1日至2025年9月1 ...
Visual Studio Magazine

AdaBoost Binary Classification Using C#

Dr. James McCaffrey from Microsoft Research presents a C# program that illustrates using the AdaBoost algorithm to perform binary classification for spam detection. Compared to other classification ...
Visual Studio Magazine

AdaBoost Regression Using C#

The original AdaBoost ("adaptive boosting") algorithm is a binary classification technique (predicting a variable that has two possible values, such as the sex of a person). The AdaBoost.R2 ("AdaBoost ...
JSTOR Daily

Boosting the Generalized Margin in Cost-Sensitive Multiclass Classification

The boosting algorithm is one of the most successful binary classification techniques due to its relative immunity to overfitting and flexible implementation. Several attempts have been made to extend ...