source: stable/HeuristicLab.Problems.Instances.DataAnalysis.Views/3.3/ClassificationImportDialog.cs @ 17991

#region License Information
/* HeuristicLab
 * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
 *
 * This file is part of HeuristicLab.
 *
 * HeuristicLab 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.
 *
 * HeuristicLab 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 HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
 */
#endregion

using System;
using System.Collections.Generic;
using System.Linq;
using HeuristicLab.Problems.DataAnalysis;

namespace HeuristicLab.Problems.Instances.DataAnalysis.Views {

  public partial class ClassificationImportDialog : DataAnalysisImportDialog {
    public new ClassificationImportType ImportType {
      get {
        return new ClassificationImportType() {
          Shuffle = ShuffleDataCheckbox.Checked,
          TrainingPercentage = TrainingTestTrackBar.Value,
          TargetVariable = (String)TargetVariableComboBox.SelectedValue,
          UniformlyDistributeClasses = UniformDistributionOfClassesCheckbox.Checked
        };
      }
    }

    public ClassificationImportDialog() {
      InitializeComponent();
    }

    protected override void CheckAdditionalConstraints(TableFileParser csvParser) {
      base.CheckAdditionalConstraints(csvParser);
      SetPossibleTargetVariables();
    }

    protected void SetPossibleTargetVariables() {
      var dataset = PreviewDatasetMatrix.Content as Dataset;
      if (dataset != null) {
        IEnumerable<string> possibleTargetVariables = ClassificationProblemData.CheckVariablesForPossibleTargetVariables(dataset);

        // Remove " (Double)" at the end of the variable name (last 9 chars)
        TargetVariableComboBox.DataSource = possibleTargetVariables.Select(x => x.Substring(0, x.Length - 9)).ToList();
      }
    }

    private void ShuffleDataCheckbox_CheckedChanged(object sender, System.EventArgs e) {
      UniformDistributionOfClassesCheckbox.Enabled = ShuffleDataCheckbox.Checked;
    }
  }
}