The Effect of Principal Component Analysis on Machine Learning Accuracy with High Dimensional Spectral Data

Tom Howley, Michael G. Madden, Marie-Louise O Connell, Alan G. Ryder. The Effect of Principal Component Analysis on Machine Learning Accuracy with High Dimensional Spectral Data. In Ann Macintosh, Richard Ellis, Tony Allen, editors, Applications and Innovations in Intelligent Systems XIII, Proceedings of AI-2005, the Twenty-fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, December 2005. pages 209-222, Springer, 2005. [doi]

Authors

Tom Howley

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Michael G. Madden

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Marie-Louise O Connell

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Alan G. Ryder

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