Publication

The effect of principal component analysis on machine learning accuracy with high-dimensional spectral data

Howley, Tom
; 
Madden, Michael G.
; 
O’Connell, Marie-Louise
; 
Ryder, Alan G.
Repository DOI
Publication Date
2006-09-01
Keywords
machine learning, high-dimensional data, principal component analysis, nipals, spectroscopy, support vector machines, raman-spectroscopy, classification, cancer
Type
Article
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Citation
Howley, Tom; Madden, Michael G. O’Connell, Marie-Louise; Ryder, Alan G. (2006). The effect of principal component analysis on machine learning accuracy with high-dimensional spectral data. Knowledge-Based Systems 19 (5), 363-370
Abstract
Funder
Publisher
Elsevier BV
Publisher DOI
10.1016/j.knosys.2005.11.014
Rights
Attribution-NonCommercial-NoDerivs 3.0 Ireland
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Externally hosted open access publications with University of Galway authors (1)