Name: Principles and Theory for Data Mining and Machine Learning
Price: 363.77 EUR
Author: Bertrand Clarke/Ernest Fokoue/Hao Helen Zhang
ISBN: 9780387981345

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Editorial:: Springer Nature B.V.
Año de edición:: 2009
Materia: Ciencias de la computación
ISBN:: 9780387981345

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Sinopsis

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging methods Range of topics drawn from Statistics, Computer Science, and Electrical Engineering

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Principles and Theory for Data Mining and Machine Learning

Bertrand Clarke / Ernest Fokoue / Hao Helen Zhang

Variability, Information, and Prediction.- Local Smoothers.- Spline Smoothing.- New Wave Nonparametrics.- Supervised Learning: Partition Methods.- Alternative Nonparametrics.- Computational Comparisons.- Unsupervised Learning: Clustering.- Learning in High Dimensions.- Variable Selection.- Multiple Testing. ...

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