source: branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/IPruning.cs @ 15830

Last change on this file since 15830 was 15830, checked in by bwerth, 18 months ago

#2847 adapted project to new rep structure; major changes to interfaces; restructures splitting and pruning

File size: 1.3 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 System.Collections.Generic;
22using System.Threading;
23using HeuristicLab.Core;
24using HeuristicLab.Problems.DataAnalysis;
25
26namespace HeuristicLab.Algorithms.DataAnalysis {
27  public interface IPruning : IParameterizedNamedItem {
28    int MinLeafSize(IRegressionProblemData pd, ILeafModel leafModel);
29
30    void Initialize(IScope states);
31    void Prune(RegressionNodeTreeModel treeModel, IReadOnlyList<int> trainingRows, IReadOnlyList<int> pruningRows, IScope scope, CancellationToken cancellationToken);
32  }
33}
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