An Efficient Implementation of Re-Sampling Technique for High Performance Multiple Classifier Systems
نویسندگان
چکیده
منابع مشابه
An Efficient Implementation of Re-Sampling Technique for High Performance Multiple Classifier Systems
Due to the large size of the database, the entire training dataset could not be used to construct the classifiers. One popular solution is to separate stream data into chunks, learn a base classifier from each chunk and then integrate all base classifiers to form Multiple classifier system (MCS). Sometimes this data streams does not include all the classes in its equal proportion as in the enti...
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ژورنال
عنوان ژورنال: Journal of Computer Science
سال: 2007
ISSN: 1549-3636
DOI: 10.3844/jcssp.2007.195.198