Computer Science
8 years ago

New study reveals inaccuracies in error estimation for Bayes classifier.

Lecture notes in computer science
Estimations of the Error in Bayes Classifier with Fuzzy Observations
Robert Burduk

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The article discusses how to estimate errors in a pattern recognition system called the Bayes classifier. It looks at how errors are different when using fuzzy or exact data. The researchers found that the usual way of estimating errors based on information energy is not very accurate for fuzzy data.