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source: branches/DataPreprocessing/HeuristicLab.DataPreprocessing/3.3/Interfaces/IPreprocessingDataManipulation.cs @ 10368

Last change on this file since 10368 was 10367, checked in by rstoll, 11 years ago
  • modified PreprocessingData, uses columnIndex now instead of variableName (is faster and more convenient), set variabelName based methods to Obsolete
  • Already changed SearchLogic, DataGridLogic, StatisticLogic as well as PreprocessingDataManipulation

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File size: 890 bytes
Line 
1using System;
2using System.Collections.Generic;
3namespace HeuristicLab.DataPreprocessing {
4  public interface IPreprocessingDataManipulation {
5    void reOrderToIndices(IEnumerable<int> indices);
6    void reOrderToIndices(IList<Tuple<int, int>> indices);
7    void ReplaceIndicesByAverageValue(int columnIndex, IEnumerable<int> rowIndices);
8    void ReplaceIndicesByLinearInterpolationOfNeighbours(int columnIndex, IEnumerable<int> rowIndices);
9    void ReplaceIndicesByMedianValue(int columnIndex, IEnumerable<int> rowIndices);
10    void ReplaceIndicesByMostCommonValue(int columnIndex, IEnumerable<int> rowIndices);
11    void ReplaceIndicesByRandomValue(int columnIndex, IEnumerable<int> rowIndices);
12    void ReplaceIndicesByValue<T>(int columnIndex, IEnumerable<int> rowIndices, T value);
13    void ShuffleWithRanges(IEnumerable<HeuristicLab.Data.IntRange> ranges);
14  }
15}
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