#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 } }