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source: branches/2892_LR-prediction-intervals/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationModel.cs @ 16388

Last change on this file since 16388 was 16388, checked in by gkronber, 5 years ago

#2892: Merging r15750:16382 (HEAD) from trunk to branch, resolving conflicts

File size: 1.6 KB
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1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2018 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;
24
25namespace HeuristicLab.Problems.DataAnalysis {
26  /// <summary>
27  /// Interface for all classification models.
28  /// <remarks>All methods and properties in in this interface must be implemented thread safely</remarks>
29  /// </summary>
30  public interface IClassificationModel : IDataAnalysisModel {
31    IEnumerable<double> GetEstimatedClassValues(IDataset dataset, IEnumerable<int> rows);
32    IClassificationSolution CreateClassificationSolution(IClassificationProblemData problemData);
33    bool IsProblemDataCompatible(IClassificationProblemData problemData, out string errorMessage);
34    string TargetVariable { get; set; }
35    event EventHandler TargetVariableChanged;
36  }
37}
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