source: branches/LearningClassifierSystems/HeuristicLab.Optimization.Operators.LCS/3.3/GAssist/Ensemble/GAssistEnsembleProblemData.cs @ 10453

#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2012 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.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
using HeuristicLab.Problems.DataAnalysis;

namespace HeuristicLab.Optimization.Operators.LCS {
  [StorableClass]
  [Item("GAssistEnsembleProblemData", "")]
  public class GAssistEnsembleProblemData : ParameterizedNamedItem, IGAssistEnsembleProblemData {

    public IValueParameter<IGAssistProblemData> ProblemDataParameter {
      get { return (IValueParameter<IGAssistProblemData>)Parameters["ProblemData"]; }
    }

    public bool IsTrainingSample(int index) {
      return index >= 0 && index < Dataset.Rows &&
             TrainingPartition.Start <= index && index < TrainingPartition.End;
    }

    public bool IsTestSample(int index) {
      return index >= 0 && index < Dataset.Rows &&
             TestPartition.Start <= index && index < TestPartition.End;
    }
    public IEnumerable<int> TrainingIndices {
      get {
        return Enumerable.Range(TrainingPartition.Start, Math.Max(0, TrainingPartition.End - TrainingPartition.Start))
                         .Where(IsTrainingSample);
      }
    }
    public IEnumerable<int> TestIndices {
      get {
        return Enumerable.Range(TestPartition.Start, Math.Max(0, TestPartition.End - TestPartition.Start))
           .Where(IsTestSample);
      }
    }

    [Storable]
    private IGAssistProblemData problemData;

    [StorableConstructor]
    protected GAssistEnsembleProblemData(bool deserializing) : base(deserializing) { }
    protected GAssistEnsembleProblemData(GAssistEnsembleProblemData original, Cloner cloner)
      : base(original, cloner) {
      problemData = (IGAssistProblemData)original.problemData.Clone();
    }

    public GAssistEnsembleProblemData()
      : base() {
      Parameters.Add(new ValueParameter<IGAssistProblemData>("ProblemData", ""));
    }
    public GAssistEnsembleProblemData(IGAssistProblemData problemData)
      : base() {
      this.problemData = problemData;
      Parameters.Add(new ValueParameter<IGAssistProblemData>("ProblemData", "", problemData));
    }
    public override IDeepCloneable Clone(Cloner cloner) {
      return new GAssistEnsembleProblemData(this, cloner);
    }

    public IGAssistProblemData GetGAssistProblemData() {
      return (IGAssistProblemData)problemData.Clone();
    }

    #region IGAssistProblemData Members
    public ICheckedItemList<StringValue> ConditionVariables {
      get { return problemData.ConditionVariables; }
    }
    public StringValue TargetVariable {
      get { return problemData.TargetVariable; }
    }
    public IEnumerable<string> AllowedConditionVariables {
      get { return problemData.AllowedConditionVariables; }
    }
    public int Classes {
      get { return problemData.Classes; }
    }
    public IGAssistInput FetchInput(int row) {
      return problemData.FetchInput(row);
    }
    public IEnumerable<IGAssistInput> FetchInput(IEnumerable<int> rows) {
      return problemData.FetchInput(rows);
    }
    public IEnumerable<IGAssistNiche> FetchAction(IEnumerable<int> rows) {
      return problemData.FetchAction(rows);
    }
    public IGAssistNiche FetchAction(int rows) {
      return problemData.FetchAction(rows);
    }
    public IEnumerable<IGAssistNiche> GetPossibleNiches() {
      return problemData.GetPossibleNiches();
    }
    #endregion

    #region IDataAnalysisProblemData Members
    public bool IsEmpty {
      get { return problemData.IsEmpty; }
    }
    public Dataset Dataset {
      get { return problemData.Dataset; }
    }
    public ICheckedItemList<StringValue> InputVariables {
      get { return problemData.InputVariables; }
    }
    public IEnumerable<string> AllowedInputVariables {
      get { return problemData.AllowedInputVariables; }
    }
    public IntRange TrainingPartition {
      get { return problemData.TrainingPartition; }
    }
    public IntRange TestPartition {
      get { return problemData.TestPartition; }
    }
    public event System.EventHandler Changed;
    #endregion
  }
}