Additional information
Full Title | Principles of Nonparametric Learning 1st Edition |
---|---|
Author(s) | Laszlo Györfi |
Edition | 1st Edition |
ISBN | 9783709125687, 9783211836880 |
Publisher | Springer |
Format | PDF and EPUB |
Original price was: $149.00.$24.99Current price is: $24.99.
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Full Title | Principles of Nonparametric Learning 1st Edition |
---|---|
Author(s) | Laszlo Györfi |
Edition | 1st Edition |
ISBN | 9783709125687, 9783211836880 |
Publisher | Springer |
Format | PDF and EPUB |
This volume provides a systematic in-depth analysis of nonparametric learning. It covers the theoretical limits and the asymptotical optimal algorithms and estimates, such as pattern recognition, nonparametric regression estimation, universal prediction, vector quantization, distribution and density estimation, and genetic programming.