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 ...
IEEE

Critical Features in AdaBoost Algorithm for Islanding Detection: A Review

Abstract: Islanding detection in microgrids with high renewable energy integration is a critical challenge due to the variability of inverter-based distributed generation (DG) and reduced fault ...
IEEE

Adaboost Hybrid Algorithm with Color Space Transformation and Lighting Compensation Method to Detect Face Based on Emotion

Abstract: In this study, facial recognition was performed using the Adaboost hybrid algorithm with the method of color space transformation and lighting compensation (CST-LC) to detect faces based on ...