多类分类 Resources

Showing items tagged with "多类分类"

The Directed Acyclic Graph Support Vector Machines (DAG-SVMs) multi-class classification method is a novel approach that utilizes minimal hypersphere class inclusion as the hierarchical classification criterion. Experimental results demonstrate that this method achieves higher classification accuracy compared to existing multi-class classification techniques. Implementation typically involves constructing binary SVM classifiers organized in a directed acyclic graph structure.

MATLAB 248 views Tagged
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A comprehensive multi-class classification experimental system with a graphical user interface, fully implemented in MATLAB. The system supports various classification and recognition tasks, utilizing Support Vector Machine (SVM) algorithms with extensible architecture for integrating additional classification methods. This implementation serves as a supplementary program for my graduation project, featuring modular code design with key functions for data preprocessing, model training, and result visualization.

MATLAB 257 views Tagged
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