A support vector machine classifier with automatic confidence and its application to gender classification

Author:

Zheng Ji,Lu Bao-Liang

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference21 articles.

1. Statistical Learning Theory;Vapnik,1998

2. N. Cristianini, J. Shawe-Taylor, An introduction to support vector machines and other kernel-based learning methods, Publishing House of Electronics Industry, 2004.

3. Z. Ji, W.Y. Yang, S. Wu, B.L. Lu, Encoding human knowledge for visual pattern recognition, Knowledge-Based & Intelligent Engineering Systems, submitted for publication.

4. Incorporating prior knowledge into learning by dividing training data;Lu;Frontiers of Computer Science,2009

5. Estimating the confidence interval for prediction errors of support vector machine classifiers;Jiang;Journal of Machine Learning Research,2008

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