Free cookie consent management tool by TermsFeed Policy Generator

source: branches/ProblemInstancesRegressionAndClassification/HeuristicLab.Problems.Instances.Regression/3.4/ArtificialRegressionDataDescriptor.cs @ 7603

Last change on this file since 7603 was 7603, checked in by sforsten, 12 years ago

#1784:

  • first implementation of regression problem instances with one instance to test
File size: 2.2 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2011 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 System.Collections.Generic;
24namespace HeuristicLab.Problems.Instances.Regression {
25  public abstract class ArtificialRegressionDataDescriptor : IDataDescriptor {
26    public abstract string Name { get; }
27    public abstract string Description { get; }
28
29    protected abstract string TargetVariable { get; }
30    protected abstract IEnumerable<string> InputVariables { get; }
31    protected abstract IEnumerable<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 RegressionData GenerateRegressionData() {
38      RegressionData regData = new RegressionData();
39      regData.Name = this.Name;
40      regData.Description = this.Description;
41      regData.InputVariables = this.InputVariables;
42      regData.AllowedInputVariables = this.AllowedInputVariables;
43      regData.TargetVariable = this.TargetVariable;
44      regData.Values = this.GenerateValues();
45      regData.TrainingPartitionStart = this.TrainingPartitionStart;
46      regData.TrainingPartitionEnd = this.TrainingPartitionEnd;
47      regData.TestPartitionStart = this.TestPartitionStart;
48      regData.TestPartitionEnd = this.TestPartitionEnd;
49      return regData;
50    }
51
52    protected abstract double[,] GenerateValues();
53  }
54}
Note: See TracBrowser for help on using the repository browser.