source: trunk/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisProblemData.cs @ 18034

Last change on this file since 18034 was 18034, checked in by chaider, 11 months ago

#3073 Moved VariableRanges from RegressionProblemData to DataAnalysisProblemData to make it also available in classification problems

File size: 1.8 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 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;
26using HEAL.Attic;
27
28namespace HeuristicLab.Problems.DataAnalysis {
29  [StorableType("3f50defe-1f79-4122-a96b-11ca90202210")]
30  public interface IDataAnalysisProblemData : INamedItem {
31    bool IsEmpty { get; }
32
33    IDataset Dataset { get; }
34    ICheckedItemList<StringValue> InputVariables { get; }
35    IEnumerable<string> AllowedInputVariables { get; }
36
37    IntervalCollection VariableRanges { get; }
38
39    double[,] AllowedInputsTrainingValues { get; }
40    double[,] AllowedInputsTestValues { get; }
41
42    IntRange TrainingPartition { get; }
43    IntRange TestPartition { get; }
44
45    IEnumerable<int> AllIndices { get; }
46    IEnumerable<int> TrainingIndices { get; }
47    IEnumerable<int> TestIndices { get; }
48
49    IEnumerable<ITransformation> Transformations { get; }
50
51    bool IsTrainingSample(int index);
52    bool IsTestSample(int index);
53
54    event EventHandler Changed;
55  }
56}
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