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source: trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/Nca/Initialization/INcaInitializer.cs @ 12467

Last change on this file since 12467 was 12012, checked in by ascheibe, 10 years ago

#2212 merged r12008, r12009, r12010 back into trunk

File size: 1.5 KB
RevLine 
[8425]1#region License Information
2/* HeuristicLab
[12012]3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
[8425]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 HeuristicLab.Core;
23using HeuristicLab.Problems.DataAnalysis;
24
[8471]25namespace HeuristicLab.Algorithms.DataAnalysis {
[9270]26  public interface INcaInitializer : IOperator {
[8425]27    /// <summary>
28    /// Calculates an initial projection for the NCA to start from.
29    /// </summary>
30    /// <param name="data">The problem data that contains the AllowedInputVariables and TrainingIndices.</param>
31    /// <param name="dimensions">The amount of columns in the matrix</param>
[9270]32    /// <returns>The matrix that projects the input variables into a lower dimensional space.</returns>
[9272]33    double[,] Initialize(IClassificationProblemData data, int dimensions);
[8425]34  }
35}
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