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source: branches/2839_HiveProjectManagement/HeuristicLab.Problems.Instances.DataAnalysis/3.3/Regression/RegressionDataDescriptor.cs @ 17578

Last change on this file since 17578 was 16057, checked in by jkarder, 6 years ago

#2839:

File size: 2.0 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
22
23using HeuristicLab.Problems.DataAnalysis;
24namespace HeuristicLab.Problems.Instances.DataAnalysis {
25  public abstract class RegressionDataDescriptor : IDataDescriptor {
26    public abstract string Name { get; }
27    public abstract string Description { get; }
28
29    protected abstract string TargetVariable { get; }
30    protected abstract string[] VariableNames { get; }
31    protected abstract string[] AllowedInputVariables { get; }
32    protected abstract int TrainingPartitionStart { get; }
33    protected abstract int TrainingPartitionEnd { get; }
34    protected abstract int TestPartitionStart { get; }
35    protected abstract int TestPartitionEnd { get; }
36
37    public IRegressionProblemData GenerateRegressionData(Dataset dataset) {
38      RegressionProblemData regData = new RegressionProblemData(dataset, AllowedInputVariables, TargetVariable);
39      regData.Name = this.Name;
40      regData.Description = this.Description;
41      regData.TrainingPartition.Start = this.TrainingPartitionStart;
42      regData.TrainingPartition.End = this.TrainingPartitionEnd;
43      regData.TestPartition.Start = this.TestPartitionStart;
44      regData.TestPartition.End = this.TestPartitionEnd;
45      return regData;
46    }
47
48  }
49}
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