#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2011 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;
using System.Collections.Generic;
using System.Linq;
using HeuristicLab.Data;

namespace HeuristicLab.Problems.DataAnalysis.Benchmarks {
  public class HighSenseampDelay : RegressionRealWorldBenchmark {

    private const string fileName = "senseamp_delay.csv";

    public HighSenseampDelay() {
      Name = "McConaghy High senseamp_delay";
      Description = "Paper: Deterministic Symbolic Regression Technology, Genetic Programming Theory and Practice IX" + Environment.NewLine
        + "High-Dimensional Statistical Modeling and Analysis of Custom Integrated Circuits" + Environment.NewLine
        + "Authors: T. McConaghy" + Environment.NewLine
        + "Website: http://trent.st/ffx/";
    }

    protected override List<IList> GetData() {
      csvFileParser = Benchmark.getParserForFile(fileName);

      targetVariable = csvFileParser.VariableNames.First();
      inputVariables = new List<string>(csvFileParser.VariableNames.Skip(1));
      int trainingPartEnd = csvFileParser.Rows * 2 / 3;
      trainingPartition = new IntRange(0, trainingPartEnd);
      testPartition = new IntRange(trainingPartEnd, csvFileParser.Rows);

      return csvFileParser.Values;
    }
  }
}