Feature selection for chemical sensor arrays using mutual information.
We address the problem of feature selection for classifying a diverse set of chemicals using an array of metal oxide sensors. Our aim is to evaluate a filter approach to feature selection with reference to previous work, which used a wrapper approach on the same data set, and established best featur...
Enregistré dans:
Auteurs principaux: | X Rosalind Wang, Joseph T Lizier, Thomas Nowotny, Amalia Z Berna, Mikhail Prokopenko, Stephen C Trowell |
---|---|
Format: | article |
Langue: | EN |
Publié: |
Public Library of Science (PLoS)
2014
|
Sujets: | |
Accès en ligne: | https://doaj.org/article/65b88b8dddd34bd7bddccbc9fcf82e7a |
Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
-
The Mutual Interaction effects between Array Antenna Parameters and Receiving Signals Bandwidth
par: Bassim S. Mohammed, et autres
Publié: (2017) -
The Mutual Interaction effects between Array Antenna Parameters and Receiving Signals Bandwidth
par: Shahad D. Sateaa, et autres
Publié: (2014) -
Micromachined Tactile Sensor Array for RTSA
par: Elliott C. Leinauer, et autres
Publié: (2021) -
A Novel MPPT Technique Based on Mutual Coordination between Two PV Modules/Arrays
par: Ali Faisal Murtaza, et autres
Publié: (2021) -
The evolution of mutualism in gut microbiota via host epithelial selection.
par: Jonas Schluter, et autres
Publié: (2012)