GUIPluginEstimate.cpp

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/*
 * 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 3 of the License, or
 * (at your option) any later version.
 *
 * Written (W) 1999-2008 Soeren Sonnenburg
 * Written (W) 1999-2008 Gunnar Raetsch
 * Copyright (C) 1999-2008 Fraunhofer Institute FIRST and Max-Planck-Society
 */

#include <shogun/ui/SGInterface.h>
#include <shogun/ui/GUIPluginEstimate.h>

#include <shogun/lib/config.h>
#include <shogun/io/SGIO.h>
#include <shogun/features/StringFeatures.h>

using namespace shogun;

CGUIPluginEstimate::CGUIPluginEstimate(CSGInterface* ui_)
: CSGObject(), ui(ui_), estimator(NULL),
    pos_pseudo(1e-10), neg_pseudo(1e-10)
{
}

CGUIPluginEstimate::~CGUIPluginEstimate()
{
    SG_UNREF(estimator);
}

bool CGUIPluginEstimate::new_estimator(float64_t pos, float64_t neg)
{
    SG_UNREF(estimator);
    estimator=new CPluginEstimate(pos, neg);
    SG_REF(estimator);

    if (!estimator)
        SG_ERROR("Could not create new plugin estimator, pos_pseudo %f, neg_pseudo %f\n", pos_pseudo, neg_pseudo);
    else
        SG_INFO("Created new plugin estimator (%p), pos_pseudo %f, neg_pseudo %f\n", estimator, pos_pseudo, neg_pseudo);

    return true;
}

bool CGUIPluginEstimate::train()
{
    CLabels* trainlabels=ui->ui_labels->get_train_labels();
    CStringFeatures<uint16_t>* trainfeatures=(CStringFeatures<uint16_t>*) ui->
        ui_features->get_train_features();
    bool result=false;

    if (!trainlabels)
        SG_ERROR("No labels available.\n");

    if (!trainfeatures)
        SG_ERROR("No features available.\n");

    ASSERT(trainfeatures->get_feature_type()==F_WORD);

    estimator->set_features(trainfeatures);
    estimator->set_labels(trainlabels);
    if (estimator)
        result=estimator->train();
    else
        SG_ERROR("No estimator available.\n");

    return result;
}

bool CGUIPluginEstimate::load(char* param)
{
  bool result=false;
  return result;
}

bool CGUIPluginEstimate::save(char* param)
{
  bool result=false;
  return result;
}

CLabels* CGUIPluginEstimate::apply()
{
    CFeatures* testfeatures=ui->ui_features->get_test_features();

    if (!estimator)
    {
        SG_ERROR( "no estimator available") ;
        return 0;
    }

    if (!testfeatures)
    {
        SG_ERROR( "no test features available") ;
        return 0;
    }

    estimator->set_features((CStringFeatures<uint16_t>*) testfeatures);

    return estimator->apply();
}

float64_t CGUIPluginEstimate::apply(int32_t idx)
{
    CFeatures* testfeatures=ui->ui_features->get_test_features();

    if (!estimator)
    {
        SG_ERROR( "no estimator available") ;
        return 0;
    }

    if (!testfeatures)
    {
        SG_ERROR( "no test features available") ;
        return 0;
    }

    estimator->set_features((CStringFeatures<uint16_t>*) testfeatures);

    return estimator->apply(idx);
}