On the Number of Close-to-Optimal Feature Sets

The issue of wide feature-set variability has recently been raised in the context of expression-based classification using microarray data. This paper addresses this concern by demonstrating the natural manner in which many feature sets of a certain size chosen from a large collection of potential f...

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Bibliographic Details
Main Authors: Edward R. Dougherty, Marcel Brun
Format: Article
Language:English
Published: SAGE Publishing 2006-01-01
Series:Cancer Informatics
Online Access:https://doi.org/10.1177/117693510600200011