source: branches/DataPreprocessing/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationProblemData.cs @ 11009

Last change on this file since 11009 was 11009, checked in by pfleck, 5 years ago
  • Merged trunk into preprocessing branch.
File size: 1.7 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2013 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;
23namespace HeuristicLab.Problems.DataAnalysis {
24  public interface IClassificationProblemData : IDataAnalysisProblemData {
25    string TargetVariable { get; set; }
26
27    IEnumerable<string> ClassNames { get; }
28    IEnumerable<double> ClassValues { get; }
29    int Classes { get; }
30
31    string GetClassName(double classValue);
32    double GetClassValue(string className);
33    void SetClassName(double classValue, string className);
34
35    double GetClassificationPenalty(string correctClass, string estimatedClass);
36    double GetClassificationPenalty(double correctClassValue, double estimatedClassValue);
37    void SetClassificationPenalty(string correctClassName, string estimatedClassName, double penalty);
38    void SetClassificationPenalty(double correctClassValue, double estimatedClassValue, double penalty);
39  }
40}
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