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source: trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/NearestNeighbour/NearestNeighbourClassificationSolution.cs @ 6588

Last change on this file since 6588 was 6583, checked in by gkronber, 13 years ago

#763 added first implementation of classification and regression based on k nearest neighbour.

File size: 2.3 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2011 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 System;
23using System.Collections.Generic;
24using System.Drawing;
25using System.Linq;
26using HeuristicLab.Common;
27using HeuristicLab.Core;
28using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
29using HeuristicLab.Problems.DataAnalysis;
30
31namespace HeuristicLab.Algorithms.DataAnalysis {
32  /// <summary>
33  /// Represents a nearest neighbour solution for a classification problem which can be visualized in the GUI.
34  /// </summary>
35  [Item("NearestNeighbourClassificationSolution", "Represents a nearest neighbour solution for a classification problem which can be visualized in the GUI.")]
36  [StorableClass]
37  public sealed class NearestNeighbourClassificationSolution : ClassificationSolution, INearestNeighbourClassificationSolution {
38
39    public new INearestNeighbourModel Model {
40      get { return (INearestNeighbourModel)base.Model; }
41      set { base.Model = value; }
42    }
43
44    [StorableConstructor]
45    private NearestNeighbourClassificationSolution(bool deserializing) : base(deserializing) { }
46    private NearestNeighbourClassificationSolution(NearestNeighbourClassificationSolution original, Cloner cloner)
47      : base(original, cloner) {
48    }
49    public NearestNeighbourClassificationSolution(IClassificationProblemData problemData, INearestNeighbourModel nnModel)
50      : base(nnModel, problemData) {
51    }
52
53    public override IDeepCloneable Clone(Cloner cloner) {
54      return new NearestNeighbourClassificationSolution(this, cloner);
55    }
56  }
57}
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