#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 .
*/
#endregion
using System;
using System.Collections.Generic;
using System.Linq;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
using HeuristicLab.Optimization;
using HeuristicLab.Parameters;
namespace HeuristicLab.Problems.DataAnalysis {
[StorableClass]
public sealed class RegressionProblemData : DataAnalysisProblemData,
IRegressionProblemData {
private const string TargetVariableParameterName = "Target variable";
#region parameter properties
public IValueParameter TargetVariableParameter {
get { return (IValueParameter)Parameters[TargetVariableParameterName]; }
}
#endregion
#region propeties
public string TargetVariable {
get { return TargetVariableParameter.Value.Value; }
}
#endregion
private RegressionProblemData(RegressionProblemData original, Cloner cloner)
: base(original, cloner) {
RegisterEventHandlers();
}
[StorableConstructor]
private RegressionProblemData(bool deserializing) : base(deserializing) { }
public RegressionProblemData()
: base() {
ConstrainedValueParameter targetVariableParameter = new ConstrainedValueParameter(TargetVariableParameterName);
foreach (var variableName in Dataset.VariableNames)
targetVariableParameter.ValidValues.Add(new StringValue(variableName));
targetVariableParameter.Value = targetVariableParameter.ValidValues.First();
Parameters.Add(targetVariableParameter);
RegisterEventHandlers();
}
public override IDeepCloneable Clone(Cloner cloner) {
return new RegressionProblemData(this, cloner);
}
[StorableHook(HookType.AfterDeserialization)]
private void AfterDeserialization() {
RegisterEventHandlers();
}
#region event propagation
private void RegisterEventHandlers() {
TargetVariableParameter.Value.ValueChanged += new EventHandler(TargetVariable_ValueChanged);
TargetVariableParameter.ValueChanged += new EventHandler(TargetVariableParameter_ValueChanged);
}
private void TargetVariableParameter_ValueChanged(object sender, EventArgs e) {
TargetVariableParameter.Value.ValueChanged += new EventHandler(TargetVariable_ValueChanged);
OnProblemChanged();
}
private void TargetVariable_ValueChanged(object sender, EventArgs e) {
OnProblemChanged();
}
#endregion
}
}