Term-Weighting Learning via Genetic Programming for Text Classification.

Hugo Jair Escalante,Mauricio A. García-Limón,Alicia Morales-Reyes,Mario Graff,Manuel Montes-y-Gómez,Eduardo F. Morales,José Martínez-Carranza

Knowledge-Based Systems（2015）

引用 73|浏览129

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摘要

A new method for learning term-weighting schemes is proposed.A genetic program searches for the scheme that maximizes classification performance.The method is evaluated in text and image categoriza...

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关键词

Term-weighting learning,Genetic programming,Text mining,Representation learning,Bag of words

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