Mohlo by se vám také líbit

Více informací o knize Models for Calculating Confidence Intervals for Neural Networks

• Parametry knihy
• Anotace
• Oblíbené z jiného soudku

Nákupem získáte 177 bodů

Anotace knihy

This books provides the methodology of analyzing§existing models to calculate confidence intervals on§the results of neural networks. The three techniques§for determining confidence intervals determination§were the non-linear regression, the bootstrapping§estimation, and the maximum likelihood estimation.§The neural network used the backpropagation algorithm§with an input layer, one hidden layer and an output§layer with one unit. The hidden layer had a logistic§or binary sigmoidal activation function and the§output layer had a linear activation function. These§techniques were tested on various data sets with and§without additional noise. The ranges and standard§deviations of the coverage probabilities over 15§simulations for the three techniques were computed.

Parametry knihy

Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Technology: general issues Engineering: general

• Plný název: Models for Calculating Confidence Intervals for Neural Networks
• Podnázev: A Study
• Autor: Ashutosh Nandeshwar
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 132
• EAN: 9783639105483
• ISBN: 3639105486
• ID: 06819515
• Nakladatelství: VDM Verlag
• Hmotnost: 196 g
• Rozměry: 151 × 227 × 8 mm
• Datum vydání: 10. December 2008

Oblíbené z jiného soudku

---

---

---