source: branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/ISplitType.cs @ 15550

Last change on this file since 15550 was 15550, checked in by gkronber, 2 years ago

#2847: made some changes while reviewing

File size: 1.5 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2017 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
21using HeuristicLab.Core;
22using HeuristicLab.Problems.DataAnalysis;
23
24namespace HeuristicLab.Algorithms.DataAnalysis {
25  public interface ISplitType : IParameterizedNamedItem {
26    /// <summary>
27    /// decides wether a node sould be split
28    /// and if so at which attribute and which value
29    /// </summary>
30    /// <param name="splitData"></param>
31    /// <param name="minLeafSize"></param>
32    /// <param name="splitAttr"></param>
33    /// <param name="splitValue"></param>
34    /// <returns></returns>
35    bool Split(IRegressionProblemData splitData, int minLeafSize, out string splitAttr, out double splitValue);
36  }
37}
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