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Last change
on this file since 14049 was
12720,
checked in by bburlacu, 9 years ago
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#2359: Changed the impact calculators so that the quality value necessary for impacts calculation is calculated with a separate method. Refactored the CalculateImpactAndReplacementValues method to return the new quality in an out-parameter (adjusted method signature in interface accordingly). Added Evaluate method to the regression and classification pruning operators that re-evaluates the tree using the problem evaluator after pruning was performed.
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File size:
986 bytes
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| 1 | using System.Collections.Generic;
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| 2 | using HeuristicLab.Core;
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| 3 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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| 4 |
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| 5 | namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
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| 6 | public interface ISymbolicDataAnalysisSolutionImpactValuesCalculator : IItem {
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| 7 | double CalculateReplacementValue(ISymbolicDataAnalysisModel model, ISymbolicExpressionTreeNode node, IDataAnalysisProblemData problemData, IEnumerable<int> rows);
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| 8 | double CalculateImpactValue(ISymbolicDataAnalysisModel model, ISymbolicExpressionTreeNode node, IDataAnalysisProblemData problemData, IEnumerable<int> rows, double qualityForImpactsCalculation = double.NaN);
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| 9 | void CalculateImpactAndReplacementValues(ISymbolicDataAnalysisModel model, ISymbolicExpressionTreeNode node, IDataAnalysisProblemData problemData,
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| 10 | IEnumerable<int> rows, out double impactValue, out double replacementValue, out double newQualityForImpactsCalculation, double qualityForImpactsCalculation = double.NaN);
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| 11 | }
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| 12 | }
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