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Evaluation of prediction error based fuzzy model clustering approaches for multiple model learning

โœ Scribed by Kuppuraj, Vidyashankar; Rengaswamy, Raghunathan


Book ID
113107225
Publisher
Springer-Verlag
Year
2012
Weight
817 KB
Volume
4
Category
Article
ISSN
0975-0770

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โœ Durga L. Shrestha; Dimitri P. Solomatine ๐Ÿ“‚ Article ๐Ÿ“… 2006 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 254 KB

A novel method for estimating prediction uncertainty using machine learning techniques is presented. Uncertainty is expressed in the form of the two quantiles (constituting the prediction interval) of the underlying distribution of prediction errors. The idea is to partition the input space into dif