Skip to Main content Skip to Navigation
Reports

The 0-1 Outcomes Feature Selection Problem : a Chi-2 Approach

Abstract : This paper addresses the 0-1 outcome feature selection problem. In such a problem, a set of features leads to an outcome that is 0 or 1, depending upon the values of the features. The goal is to extract subsets of features that characterize at best outcome 1. This kind of problem arises in medical analysis, quality control and, generally, in any domain that requires series of expensive tests to evaluate the state of a system.
Document type :
Reports
Complete list of metadata

Cited literature [14 references]  Display  Hide  Download

https://hal.inria.fr/inria-00071877
Contributor : Rapport de Recherche Inria <>
Submitted on : Tuesday, May 23, 2006 - 7:04:23 PM
Last modification on : Thursday, February 11, 2021 - 2:48:12 PM
Long-term archiving on: : Sunday, April 4, 2010 - 10:42:32 PM

Identifiers

  • HAL Id : inria-00071877, version 1

Collections

Citation

Cyril Duron, Jean-Marie Proth. The 0-1 Outcomes Feature Selection Problem : a Chi-2 Approach. [Research Report] RR-4709, INRIA. 2003, pp.10. ⟨inria-00071877⟩

Share

Metrics

Record views

99

Files downloads

159