Könyv Neural Networks for Conditional Probability Estimation Dirk Husmeier

Neural Networks for Conditional Probability Estimation

Forecasting Beyond Point Predictions

Szerző: Dirk Husmeier
Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
19 327 Ft
This volume presents a neural network architecture for the prediction of conditional probability den...

Információk a könyvről

Szerző
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
1999
oldal
275
EAN
9781852330958
ISBN
1852330953
Enbook ID
02181954
Súly
462
Méretek
155 x 235 x 17

Teljes leírás

This volume presents a neural network architecture for the prediction of conditional probability densities - which is vital when carrying out universal approximation on variables which are either strongly skewed or multimodal. Two alternative approaches are discussed: the GM network, in which all parameters are adapted in the training scheme, and the GM-RVFL model which draws on the random functional link net approach. Points of particular interest are: - it examines the modification to standard approaches needed for conditional probability prediction; - it provides the first real-world test results for recent theoretical findings about the relationship between generalisation performance of committees and the over-flexibility of their members; This volume will be of interest to all researchers, practitioners and postgraduate / advanced undergraduate students working on applications of neural networks - especially those related to finance and pattern recognition.

Érdekelheti

4 937 Ft

The Book Club Killer

Ross Greenwood
7 972 Ft
24 296 Ft
11 185 Ft
34 884 Ft

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

El laberinto griego

Manuel Vázquez Montalbán
6 248 Ft

Mémoires

Saint-Simon
5 323 Ft
12 096 Ft