#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.Collections.Generic;
using System.Linq;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Operators;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
using HeuristicLab.Optimization;
using System;
namespace HeuristicLab.Problems.DataAnalysis {
///
/// Abstract base class for regression data analysis solutions
///
[StorableClass]
public abstract class RegressionSolution : DataAnalysisSolution, IRegressionSolution {
[StorableConstructor]
protected RegressionSolution(bool deserializing) : base(deserializing) { }
protected RegressionSolution(RegressionSolution original, Cloner cloner)
: base(original, cloner) {
}
public RegressionSolution()
: base() {
}
#region IRegressionSolution Members
public new IRegressionModel Model {
get { return (IRegressionModel)base.Model; }
}
public new IRegressionProblemData ProblemData {
get { return (IRegressionProblemData)base.ProblemData; }
}
public virtual IEnumerable EstimatedValues {
get {
return GetEstimatedValues(Enumerable.Range(0, ProblemData.Dataset.Rows));
}
}
public virtual IEnumerable EstimatedTrainingValues {
get {
return GetEstimatedValues(ProblemData.TrainingIndizes);
}
}
public virtual IEnumerable EstimatedTestValues {
get {
return GetEstimatedValues(ProblemData.TestIndizes);
}
}
public virtual IEnumerable GetEstimatedValues(IEnumerable rows) {
return Model.GetEstimatedValues(ProblemData, rows);
}
#endregion
}
}