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source: branches/LearningClassifierSystems/HeuristicLab.Encodings.ConditionActionEncoding/3.3/Operator/SumAccuracy.cs

Last change on this file was 9089, checked in by sforsten, 12 years ago

#1980:

  • added ConditionActionClassificationProblem
  • added ConditionActionEncoding
  • added Manipulators, Crossovers and an LCSAdaptedGeneticAlgorithm
  • changed LearningClassifierSystemMainLoop
File size: 2.9 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2012 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 HeuristicLab.Common;
23using HeuristicLab.Core;
24using HeuristicLab.Data;
25using HeuristicLab.Operators;
26using HeuristicLab.Parameters;
27using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
28
29namespace HeuristicLab.Encodings.ConditionActionEncoding {
30  [Item("SumAccuracy", "")]
31  [StorableClass]
32  public class SumAccuracy : SingleSuccessorOperator {
33    public ILookupParameter<ItemArray<DoubleValue>> AccuracyParameter {
34      get { return (ILookupParameter<ItemArray<DoubleValue>>)Parameters["Accuracy"]; }
35    }
36    public ILookupParameter<ItemArray<IntValue>> NumerosityParameter {
37      get { return (ILookupParameter<ItemArray<IntValue>>)Parameters["Numerosity"]; }
38    }
39    protected IValueLookupParameter<DoubleValue> AccuracySumParameter {
40      get { return (IValueLookupParameter<DoubleValue>)Parameters["AccuracySum"]; }
41    }
42
43    [StorableConstructor]
44    protected SumAccuracy(bool deserializing) : base(deserializing) { }
45    protected SumAccuracy(SumAccuracy original, Cloner cloner)
46      : base(original, cloner) {
47    }
48    public SumAccuracy()
49      : base() {
50      Parameters.Add(new ScopeTreeLookupParameter<DoubleValue>("Accuracy"));
51      Parameters.Add(new ScopeTreeLookupParameter<IntValue>("Numerosity"));
52      Parameters.Add(new ValueLookupParameter<DoubleValue>("AccuracySum"));
53      Parameters.Add(new ScopeParameter("CurrentScope", "The current scope from which sub-scopes should be selected."));
54    }
55    public override IDeepCloneable Clone(Cloner cloner) {
56      return new SumAccuracy(this, cloner);
57    }
58
59    public sealed override IOperation Apply() {
60      ItemArray<DoubleValue> accuracies = AccuracyParameter.ActualValue;
61      ItemArray<IntValue> numerosities = NumerosityParameter.ActualValue;
62      double accuracySum = 0.0;
63      for (int i = 0; i < accuracies.Length; i++) {
64        accuracySum += accuracies[i].Value * numerosities[i].Value;
65      }
66      AccuracySumParameter.ActualValue = new DoubleValue(accuracySum);
67      return base.Apply();
68    }
69  }
70}
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