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/*********************************************************************
MLDemos: A User-Friendly visualization toolkit for machine learning
Copyright (C) 2010 Basilio Noris
Contact: mldemos@b4silio.com
This library is free software; you can redistribute it and/or
modify it under the terms of the GNU Lesser General Public License,
version 3 as published by the Free Software Foundation.
This library is distributed in the hope that it will be useful, but
WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
Lesser General Public License for more details.
You should have received a copy of the GNU Lesser General Public
License along with this library; if not, write to the Free
Software Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
*********************************************************************/
#ifndef _INTERFACEMLPREGRESS_H_
#define _INTERFACEMLPREGRESS_H_
#include <vector>
#include <interfaces.h>
#include "regressorMLP.h"
#include "ui_paramsMLPRegress.h"
class RegrMLP : public QObject, public RegressorInterface
{
Q_OBJECT
Q_INTERFACES(RegressorInterface)
private:
QWidget *widget;
Ui::ParametersMLPRegress *params;
public:
RegrMLP();
~RegrMLP();
// virtual functions to manage the algorithm creation
Regressor *GetRegressor();
void DrawInfo(Canvas *canvas, QPainter &painter, Regressor *regressor){}
void DrawModel(Canvas *canvas, QPainter &painter, Regressor *regressor);
void DrawGL(Canvas *canvas, GLWidget *glw, Regressor *regressor){}
void DrawConfidence(Canvas *canvas, Regressor *regressor);
// virtual functions to manage the GUI and I/O
QString GetName(){return QString("Multi-Layer Perceptron");}
QString GetAlgoString();
QString GetInfoFile(){return "mlp.html";}
QWidget *GetParameterWidget(){return widget;}
void SetParams(Regressor *regressor);
void SaveOptions(QSettings &settings);
bool LoadOptions(QSettings &settings);
void SaveParams(QTextStream &stream);
bool LoadParams(QString name, float value);
void SetParams(Regressor *regressor, fvec parameters);
fvec GetParams();
void GetParameterList(std::vector<QString> ¶meterNames,
std::vector<QString> ¶meterTypes,
std::vector< std::vector<QString> > ¶meterValues);
};
#endif // _INTERFACEMLPREGRESS_H_
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