FuncDataSetLoad.hpp

/*
 * FuncDataSetLoad.hpp
 * 
 * Copyright 2018 Fernando Pujaico Rivera <fernando.pujaico.rivera@gmail.com>
 * 
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 2 of the License, or
 * (at your option) any later version.
 * 
 * This program 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 General Public License for more details.
 * 
 * You should have received a copy of the GNU General Public License
 * along with this program; if not, write to the Free Software
 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,
 * MA 02110-1301, USA.
 * 
 */
 
#ifndef __PDS_FUNCDATASETLOAD_HPP__
#define __PDS_FUNCDATASETLOAD_HPP__
    
#include <Pds/Ra>
 
 
namespace Pds{
 
namespace DataSet{
 
namespace Clustering{
 
    void Kcumulus(unsigned int L, Pds::Matrix &X,unsigned int K=3);
} // namespace Clustering
 
namespace Regression{
 
    void LoadDataLine(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
    void LoadDataLineOutlierBall(unsigned int L, Pds::Matrix &X, Pds::Vector &Y, double outlier_percent=5);
 
 
    void LoadDataLineOutlierRand(unsigned int L, Pds::Matrix &X, Pds::Vector &Y, double outlier_percent=5);
 
    void LoadDataGaussian(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
    void LoadDataCircle(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
 
    void LoadDataFourierSeries(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
} // namespace Regression
 
 
namespace Classification{
 
    void LoadDataLine(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
    void LoadDataLine2(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
 
    void LoadDataSine(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
 
    void LoadDataCircle(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
 
    void LoadDataEllipse(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
 
    void LoadDataBand(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
    void LoadDataBand2(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
    void LoadDataSineBand(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
    void LoadDataYinYang(unsigned int L, Pds::Matrix &X, Pds::Vector &Y);
 
 
    void LoadKNormal(unsigned int L,unsigned int K, Pds::Matrix &X, Pds::Vector &Y,double factor=0.70711); 
    
    void LoadKGaussian(unsigned int L,unsigned int K, Pds::Matrix &X, Pds::Vector &Y,double factor=0.70711); 
 
} // namespace Classification
 
} // namespace DataSet 
 
} // namespace Pds
 
 
#endif /* __PDS_FUNCDATASETLOAD_HPP__ */