Determining Attribute Importance Using an Ensemble of Genetic Programs and Permutation Tests : Relevansbestämning av attribut med hjälp av genetiska program och permutationstester

When classifying high-dimensional data, a lot can be gained, in terms of both computational time and precision, by only considering the most important features. Many feature selection methods are based on the assumption that important features are highly correlated with their corresponding classes,...

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Bibliographic Details
Main Author: Annica, Ivert
Format: Others
Language:English
Published: KTH, Skolan för datavetenskap och kommunikation (CSC) 2015
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-185260