pktools
2.6.7
Processing Kernel for geospatial data
src
apps
pkfsann.h
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/**********************************************************************
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pkfsann.h: feature selection for ann classifier
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Copyright (C) 2008-2014 Pieter Kempeneers
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This file is part of pktools
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pktools is free software: you can redistribute it and/or modify
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it under the terms of the GNU General Public License as published by
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the Free Software Foundation, either version 3 of the License, or
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(at your option) any later version.
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pktools is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU General Public License for more details.
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You should have received a copy of the GNU General Public License
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along with pktools. If not, see <http://www.gnu.org/licenses/>.
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***********************************************************************/
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#include <string>
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#include <vector>
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#include "base/Vector2d.h"
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#ifndef _PKFSANNH_H_
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#define _PKFSANNH_H_
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enum
SelectorValue { NA=0, SFFS=1, SFS=2, SBS=3, BFS=4};
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class
CostFactoryANN
:
public
CostFactory
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{
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public
:
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CostFactoryANN
();
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CostFactoryANN
(
const
std::vector<unsigned int>& nneuron,
float
connection,
const
std::vector<float> weights,
float
learning,
unsigned
int
maxit,
unsigned
short
cv,
bool
verbose);
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~
CostFactoryANN
();
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double
getCost(
const
std::vector<
Vector2d<float>
> &trainingFeatures);
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private
:
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std::vector<unsigned int> m_nneuron;
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float
m_connection;
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const
std::vector<float> m_weights;
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float
m_learning;
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unsigned
int
m_maxit;
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};
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#endif
Vector2d
Definition:
Vector2d.h:31
CostFactoryANN
Definition:
pkfsann.h:29
CostFactory
Definition:
CostFactory.h:30
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