Can I read Fast Support Vector Data Description Training Using Edge Detection On Large Datasets on EtoBox?

Fast Support Vector Data Description Training Using Edge Detection On Large Datasets by dridabs is a document available to read on EtoBox.

What is Fast Support Vector Data Description Training Using Edge Detection On Large Datasets about?

The paper presents a method for fast training of Support Vector Data Description (SVDD) using edge detection techniques to handle large datasets. By focusing on edge samples that are most relevant to the decision boundary and employing clustering techniques, the proposed approach reduces training time while maintaining classification performance. Experiments demonstrate that this method effectively preserves the generalization ability of SVDD with improved efficiency.

Author

dridabs

Language

EN