Predicting sample size required for classification performance

<p>Abstract</p> <p>Background</p> <p>Supervised learning methods need annotated data in order to generate efficient models. Annotated data, however, is a relatively scarce resource and can be expensive to obtain. For both passive and active learning methods, there is a...

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Bibliographic Details
Main Authors: Figueroa Rosa L, Zeng-Treitler Qing, Kandula Sasikiran, Ngo Long H
Format: Article
Language:English
Published: BMC 2012-02-01
Series:BMC Medical Informatics and Decision Making
Online Access:http://www.biomedcentral.com/1472-6947/12/8