Predicting sample size required for classification performance
نویسندگان
چکیده
منابع مشابه
Predicting sample size required for classification performance
BACKGROUND 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 need to estimate the size of the annotated sample required to reach a performance target. METHODS We designed and implemented a method that fits an inv...
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ژورنال
عنوان ژورنال: BMC Medical Informatics and Decision Making
سال: 2012
ISSN: 1472-6947
DOI: 10.1186/1472-6947-12-8