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Fisher’s Linear Discriminant Analysis and Its Use in Feature Selection

Abstract: 

Introductory derivations are done before introducing the metric of Fisher’s LDA. Then, after introducing Fisher's LDA and its different forms, Fisher’s Metrics and their maximizations are given. The idea of traces in Fisher's LDA is explained. Weighted features method is used for feature selection. Various simple examples are provided to clarify the idea for the feature selection.

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Paper Details

Authors:
Mehmet Koc, Ozen Yelbasi
Submitted On:
4 October 2017 - 9:26am
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Type:
Presentation Slides
Document Year:
2017
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Sunu1.pptx

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[1] Mehmet Koc, Ozen Yelbasi, "Fisher’s Linear Discriminant Analysis and Its Use in Feature Selection", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/2255. Accessed: Oct. 23, 2017.
@article{2255-17,
url = {http://sigport.org/2255},
author = {Mehmet Koc; Ozen Yelbasi },
publisher = {IEEE SigPort},
title = {Fisher’s Linear Discriminant Analysis and Its Use in Feature Selection},
year = {2017} }
TY - EJOUR
T1 - Fisher’s Linear Discriminant Analysis and Its Use in Feature Selection
AU - Mehmet Koc; Ozen Yelbasi
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/2255
ER -
Mehmet Koc, Ozen Yelbasi. (2017). Fisher’s Linear Discriminant Analysis and Its Use in Feature Selection. IEEE SigPort. http://sigport.org/2255
Mehmet Koc, Ozen Yelbasi, 2017. Fisher’s Linear Discriminant Analysis and Its Use in Feature Selection. Available at: http://sigport.org/2255.
Mehmet Koc, Ozen Yelbasi. (2017). "Fisher’s Linear Discriminant Analysis and Its Use in Feature Selection." Web.
1. Mehmet Koc, Ozen Yelbasi. Fisher’s Linear Discriminant Analysis and Its Use in Feature Selection [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/2255