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source: branches/3138_Shape_Constraints_Transformations/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/ShapeConstrainedRegressionProblem.cs @ 18180

Last change on this file since 18180 was 18180, checked in by dpiringe, 2 years ago

#3138

  • merged trunk into branch
File size: 2.4 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using HEAL.Attic;
23using HeuristicLab.Common;
24using HeuristicLab.Core;
25
26namespace HeuristicLab.Problems.DataAnalysis {
27  [StorableType("B53C4C71-3715-4BB1-9A95-4E969D8135C6")]
28  [Item("Shape-constrained Regression Problem", "A regression problem with shape constraints.")]
29  public class ShapeConstrainedRegressionProblem : DataAnalysisProblem<IRegressionProblemData>, IShapeConstrainedRegressionProblem {
30    [StorableConstructor]
31    protected ShapeConstrainedRegressionProblem(StorableConstructorFlag _) : base(_) { }
32    protected ShapeConstrainedRegressionProblem(ShapeConstrainedRegressionProblem original, Cloner cloner) : base(original, cloner) { }
33    public override IDeepCloneable Clone(Cloner cloner) { return new ShapeConstrainedRegressionProblem(this, cloner); }
34
35    public ShapeConstrainedRegressionProblemData ShapeConstrainedRegressionProblemData {
36      get => (ShapeConstrainedRegressionProblemData)ProblemData;
37      set => ProblemData = value;
38    }
39    public ShapeConstrainedRegressionProblem() : base(new ShapeConstrainedRegressionProblemData()) { }
40
41
42    public override void Load(IRegressionProblemData data) {
43      if (data is ShapeConstrainedRegressionProblemData scProblemData) {
44        // use directly
45      } else {
46        scProblemData = new ShapeConstrainedRegressionProblemData(data.Dataset, data.AllowedInputVariables, data.TargetVariable,
47                                                                      data.TrainingPartition, data.TestPartition) {
48          Name = data.Name,
49          Description = data.Description
50        };
51      }
52      base.Load(scProblemData);
53    }
54  }
55}
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