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source: branches/PersistenceReintegration/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionModel.cs @ 14929

Last change on this file since 14929 was 14929, checked in by gkronber, 7 years ago

#2520 fixed unit tests for new persistence: loading & storing all samples

File size: 1.5 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2016 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.Persistence;
25
26namespace HeuristicLab.Problems.DataAnalysis {
27  /// <summary>
28  /// Interface for all regression models.
29  /// <remarks>All methods and properties in in this interface must be implemented thread safely</remarks>
30  /// </summary>
31  [StorableType("f0b77196-b400-49e3-9ccd-6cb15c876ce6")]
32  public interface IRegressionModel : IDataAnalysisModel {
33    IEnumerable<double> GetEstimatedValues(IDataset dataset, IEnumerable<int> rows);
34    IRegressionSolution CreateRegressionSolution(IRegressionProblemData problemData);
35    string TargetVariable { get; set; }
36    event EventHandler TargetVariableChanged;
37  }
38}
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