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melon::AnnNormalizationParameters Struct Reference

struct containing the parameters required for input normalization and output denormalization of a feedforward neural network More...

#include <AnnProperties.h>

Public Attributes

std::vector< double > inputLowerBound
 
std::vector< double > inputUpperBound
 
std::vector< double > outputDenormalizationFactor
 
std::vector< double > outputDenormalizationOffset
 

Detailed Description

struct containing the parameters required for input normalization and output denormalization of a feedforward neural network

Member Data Documentation

◆ inputLowerBound

std::vector<double> melon::AnnNormalizationParameters::inputLowerBound

Vector containing the lower bounds of the input (Min-Max-Normalization is used for input)

◆ inputUpperBound

std::vector<double> melon::AnnNormalizationParameters::inputUpperBound

Vector containing the upper bounds of the input (Min-Max-Normalization is used for input)

◆ outputDenormalizationFactor

std::vector<double> melon::AnnNormalizationParameters::outputDenormalizationFactor

Vector containing denormalizaiton factors a of the output for any linear denormlaization x = a*x_norm + b

◆ outputDenormalizationOffset

std::vector<double> melon::AnnNormalizationParameters::outputDenormalizationOffset

Vector containing denormalizaiton offsets b of the output for any linear denormlaization x = a*x_norm + b


The documentation for this struct was generated from the following file: