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 ...
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 ...
Nature

AdaBoost model for rockburst intensity prediction considering class differences and quantitative characterization of misclassification difference

Rockbursts are generally defined as the sudden release of strain energy stored in the rock following an excavation disturbance, causing the rock to break apart and eject fragments 1. The suddenness, ...
Nature

Convolutional Fine-Tuned Threshold Adaboost approach for effectual content-based image retrieval

Retrieving relevant images using large-scale image collections repeatedly and consistently remains a difficulty in content-based image retrieval (CBIR). Images’ intensity had been significantly ...
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Predicting Coal and Rock Mass Strength with Drilling Signals: An AdaBoost Approach

In a recent article published in the journal Applied Sciences, researchers presented an advanced method to establish a relationship between drilling signals and geomechanical parameters of rock. The ...