source: stable/HeuristicLab.Problems.Instances.DataAnalysis/3.3/Regression/RealWorld/Housing.cs @ 16472

#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2018 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

namespace HeuristicLab.Problems.Instances.DataAnalysis {
  public class Housing : ResourceRegressionDataDescriptor {
    public Housing() : base("Housing.csv") { }
    public override string Name { get { return "Housing"; } }
    public override string Description { get { return ""; } }
    protected override string TargetVariable { get { return "MEDV"; } }
    protected override string[] VariableNames {
      get { return new string[] { "CRIM", "ZN", "INDUS", "CHAS", "NOX", "RM", "AGE", "DIS", "RAD", "TAX", "PTRATIO", "B", "LSTAT", "MEDV" }; }
    }
    protected override string[] AllowedInputVariables {
      get { return new string[] { "CRIM", "ZN", "INDUS", "CHAS", "NOX", "RM", "AGE", "DIS", "RAD", "TAX", "PTRATIO", "B", "LSTAT" }; }
    }
    protected override int TrainingPartitionStart { get { return 0; } }
    protected override int TrainingPartitionEnd { get { return 337; } }
    protected override int TestPartitionStart { get { return 337; } }
    protected override int TestPartitionEnd { get { return 506; } }
  }
}