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source: trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlinePearsonsRSquaredCalculator.cs @ 13365

Last change on this file since 13365 was 12492, checked in by gkronber, 9 years ago

#2392: implemented PearsonsRCalculator to fix incorrect correlation values in the correlation matrix.

File size: 2.0 KB
RevLine 
[3996]1#region License Information
2/* HeuristicLab
[12012]3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
[3996]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;
[5500]23using System.Collections.Generic;
[3996]24using HeuristicLab.Common;
25
[5490]26namespace HeuristicLab.Problems.DataAnalysis {
[12492]27  [Obsolete("Use OnlinePearsonsRCalculator directly")]
[5942]28  public class OnlinePearsonsRSquaredCalculator : IOnlineCalculator {
[12492]29    private readonly OnlinePearsonsRCalculator rCalculator = new OnlinePearsonsRCalculator();
[3996]30
31    public double RSquared {
32      get {
[12492]33        if (rCalculator.ErrorState != OnlineCalculatorError.None) return 0.0;
34        else return rCalculator.R * rCalculator.R;
[3996]35      }
36    }
37
[5942]38    public OnlinePearsonsRSquaredCalculator() { }
[3996]39
[5942]40    #region IOnlineCalculator Members
41    public OnlineCalculatorError ErrorState {
[12492]42      get { return rCalculator.ErrorState; }
[5894]43    }
[4022]44    public double Value {
45      get { return RSquared; }
46    }
[3996]47    public void Reset() {
[12492]48      rCalculator.Reset();
[3996]49    }
50
[4122]51    public void Add(double x, double y) {
[12492]52      rCalculator.Add(x, y);
[3996]53    }
54
55    #endregion
56
[5942]57    public static double Calculate(IEnumerable<double> first, IEnumerable<double> second, out OnlineCalculatorError errorState) {
[12492]58      var r = OnlinePearsonsRCalculator.Calculate(first, second, out errorState);
59      return r * r;
[5500]60    }
[3996]61  }
62}
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