[10539] | 1 | #region License Information
|
---|
| 2 | /* HeuristicLab
|
---|
[11171] | 3 | * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
---|
[10539] | 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 |
|
---|
| 22 | using System;
|
---|
[10246] | 23 | using System.Collections.Generic;
|
---|
[10558] | 24 |
|
---|
[10246] | 25 | namespace HeuristicLab.DataPreprocessing {
|
---|
[10369] | 26 | public interface IManipulationLogic {
|
---|
[11002] | 27 | IEnumerable<string> VariableNames { get; }
|
---|
| 28 | ITransactionalPreprocessingData PreProcessingData { get; }
|
---|
[10535] | 29 | void ReOrderToIndices(IEnumerable<int> indices);
|
---|
| 30 | void ReOrderToIndices(IList<Tuple<int, int>> indices);
|
---|
[10718] | 31 | void ShuffleToIndices(IList<System.Tuple<int, int>> indices);
|
---|
[10811] | 32 | void ReplaceIndicesByAverageValue(IDictionary<int, IList<int>> cells, bool considerSelection = false);
|
---|
| 33 | void ReplaceIndicesByMedianValue(IDictionary<int, IList<int>> cells, bool considerSelection = false);
|
---|
| 34 | void ReplaceIndicesByMostCommonValue(IDictionary<int, IList<int>> cells, bool considerSelection = false);
|
---|
| 35 | void ReplaceIndicesByRandomValue(IDictionary<int, IList<int>> cells, bool considerSelection = false);
|
---|
[10820] | 36 | void ReplaceIndicesByLinearInterpolationOfNeighbours(IDictionary<int, IList<int>> cells);
|
---|
| 37 | void ReplaceIndicesBySmoothing(IDictionary<int, IList<int>> cells);
|
---|
[10672] | 38 | void ReplaceIndicesByValue(IDictionary<int, IList<int>> cells, string value);
|
---|
[10367] | 39 | void ReplaceIndicesByValue<T>(int columnIndex, IEnumerable<int> rowIndices, T value);
|
---|
[11403] | 40 | void Shuffle(bool shuffleRangesSeparately);
|
---|
[10715] | 41 | List<int> RowsWithMissingValuesGreater(double percent);
|
---|
| 42 | List<int> ColumnsWithMissingValuesGreater(double percent);
|
---|
| 43 | List<int> ColumnsWithVarianceSmaller(double variance);
|
---|
[10711] | 44 | void DeleteRowsWithMissingValuesGreater(double percent);
|
---|
[10715] | 45 | void DeleteColumnsWithMissingValuesGreater(double percent);
|
---|
[10711] | 46 | void DeleteColumnsWithVarianceSmaller(double variance);
|
---|
[10246] | 47 | }
|
---|
| 48 | }
|
---|