source: branches/3044_variableScaling/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/ITransformation.cs @ 17390

Last change on this file since 17390 was 17390, checked in by djoedick, 21 months ago

#3044: Added new implementation for transformation of input variables in KernelRidgeRegressionModel and added helper methods in transformation base class.

File size: 1.4 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 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.Collections.Generic;
23using HeuristicLab.Core;
24using HEAL.Attic;
25
26namespace HeuristicLab.Problems.DataAnalysis {
27  [StorableType("6d791015-1439-40e6-a0ba-a8c49c0ddba9")]
28  public interface ITransformation : IParameterizedItem {
29    string ShortName { get; }
30    string Column { get; set; }
31  }
32
33  [StorableType("a200b865-5010-46ae-9070-094ac272f3a8")]
34  public interface ITransformation<T> : ITransformation {
35    void ConfigureParameters(IEnumerable<T> data);
36    IEnumerable<T> ConfigureAndApply(IEnumerable<T> data);
37    IEnumerable<T> Apply(IEnumerable<T> data);
38  }
39}
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