source: branches/3040_VectorBasedGP/HeuristicLab.Problems.Instances.DataAnalysis/3.3/Regression/ArtificialRegressionDataDescriptor.cs @ 17364

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

namespace HeuristicLab.Problems.Instances.DataAnalysis {
  public abstract class ArtificialRegressionDataDescriptor : RegressionDataDescriptor {
    public IRegressionProblemData GenerateRegressionData() {
      var values = GenerateValues();
      Dataset dataset = values != null
        ? new Dataset(VariableNames, GenerateValues())
        : new Dataset(VariableNames, GenerateValuesExtended());
      return GenerateRegressionData(dataset);
    }

    protected abstract List<List<double>> GenerateValues();

    protected virtual List<IList> GenerateValuesExtended() {
      return null;
    }
  }
}