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source: branches/HeuristicLab.Classification/HeuristicLab.Problems.DataAnalysis.Classification/3.3/Interfaces/ISymbolicClassificationEvaluator.cs @ 4366

Last change on this file since 4366 was 4366, checked in by mkommend, 14 years ago

added draft version of classification (ticket #939)

File size: 2.1 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2010 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.Collections.Generic;
23using HeuristicLab.Core;
24using HeuristicLab.Data;
25using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
26using HeuristicLab.Optimization;
27using HeuristicLab.Problems.DataAnalysis.Symbolic;
28namespace HeuristicLab.Problems.DataAnalysis.Classification {
29  public interface ISymbolicClassificationEvaluator : ISingleObjectiveEvaluator {
30    ILookupParameter<ISymbolicExpressionTreeInterpreter> SymbolicExpressionTreeInterpreterParameter { get; }
31    ILookupParameter<SymbolicExpressionTree> SymbolicExpressionTreeParameter { get; }
32    ILookupParameter<ClassificationProblemData> RegressionProblemDataParameter { get; }
33    IValueLookupParameter<IntValue> SamplesStartParameter { get; }
34    IValueLookupParameter<IntValue> SamplesEndParameter { get; }
35    IValueLookupParameter<DoubleValue> UpperEstimationLimitParameter { get; }
36    IValueLookupParameter<DoubleValue> LowerEstimationLimitParameter { get; }
37
38
39    double Evaluate(ISymbolicExpressionTreeInterpreter interpreter, SymbolicExpressionTree tree,
40          double lowerEstimationLimit, double upperEstimationLimit,
41          Dataset dataset, string targetVariable, IEnumerable<double> sortedClassValues, IEnumerable<int> rows);
42  }
43}
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