Distribution-free discriminant analysis
Author(s) -
Tom Burr,
Justin Doak
Publication year - 1997
Publication title -
intell. data anal.
Language(s) - English
Resource type - Reports
DOI - 10.2172/481935
Subject(s) - linear discriminant analysis , computer science , range (aeronautics) , discriminant , pattern recognition (psychology) , parametric statistics , artificial intelligence , optimal discriminant analysis , data mining , machine learning , statistics , mathematics , engineering , aerospace engineering
This report describes our experience in implementing a non-parametric (distribution-free) discriminant analysis module for use in a wide range of pattern recognition problems. Issues discussed include performance results on both real and simulated data sets, comparisons to other methods, and the computational environment. In some cases, this module performs better than other existing methods. Nearly all cases can benefit from the application of multiple methods
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