generative classifiers

KDD
2002
ACM

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Scaling multi-class support vector machines using inter-class confusion

14 years 12 months ago

Support vector machines (SVMs) excel at two-class discriminative learning problems. They often outperform generative classifiers, especially those that use inaccurate generative m...

Shantanu Godbole, Sunita Sarawagi, Soumen Chakraba...

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KDD
2007
ACM

139views Data Mining» more KDD 2007»

Making generative classifiers robust to selection bias

14 years 12 months ago

Download cseweb.ucsd.edu

Andrew T. Smith, Charles Elkan

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