Weights Space Exploration Using Genetic Algorithms for Meta-classifier in Text Document Classification
نویسندگان
چکیده
منابع مشابه
Weights Space Exploration Using Genetic Algorithms for Meta-classifier in Text Document Classification
Automatic document classification has become an important task because of the continually increasing number of text documents with the users have to deal with. The aim of this paper is to develop a non-adaptive meta-classifier for text documents that has an increased classification accuracy. The developed meta-classifier is based on combining some SVM classifiers and a Naïve Bayes classifier. W...
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A problem with automatic classifiers is that there is no way to know if a particular classification is just a guess or a certain answer. Reliable classification is the task of predicting whether a certain instance is correctly classified or not, i.e., a classification is classified as either reliable or unreliable. When the classification is classified as unreliable, it is like saying “I do not...
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ژورنال
عنوان ژورنال: Studies in Informatics and Control
سال: 2012
ISSN: 1220-1766,1841-429X
DOI: 10.24846/v21i2y201204