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source: branches/2906_Transformations/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisProblemData.cs @ 15856

Last change on this file since 15856 was 15856, checked in by pfleck, 5 years ago

#2906 Implemented transformation re-apply of an already reverse-transformed model.

File size: 1.9 KB
Line 
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;
24using HeuristicLab.Core;
25using HeuristicLab.Data;
26
27namespace HeuristicLab.Problems.DataAnalysis {
28  public interface IDataAnalysisProblemData : INamedItem {
29    bool IsEmpty { get; }
30
31    IDataset Dataset { get; }
32    ICheckedItemList<StringValue> InputVariables { get; }
33    IEnumerable<string> AllowedInputVariables { get; }
34
35    double[,] AllowedInputsTrainingValues { get; }
36    double[,] AllowedInputsTestValues { get; }
37
38    IntRange TrainingPartition { get; }
39    IntRange TestPartition { get; }
40
41    IEnumerable<int> AllIndices { get; }
42    IEnumerable<int> TrainingIndices { get; }
43    IEnumerable<int> TestIndices { get; }
44
45    IEnumerable<IDataAnalysisTransformation> Transformations { get; }
46    IDataAnalysisProblemData Transform();
47    IDataAnalysisProblemData InverseTransform();
48
49    bool IsTrainingSample(int index);
50    bool IsTestSample(int index);
51
52    event EventHandler Changed;
53
54    void AdjustProblemDataProperties(IDataAnalysisProblemData problemData);
55  }
56}
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