Changeset 8101 for branches/ClassificationEnsembleVoting/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/WeightCalculators/MedianThresholdCalculator.cs
- Timestamp:
- 06/25/12 13:11:18 (12 years ago)
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-
- 1 edited
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branches/ClassificationEnsembleVoting/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/WeightCalculators/MedianThresholdCalculator.cs
r7729 r8101 57 57 } 58 58 59 protected override double DiscriminantAggregateEstimatedClassValues(IDictionary<IClassificationSolution, double> estimatedClassValues, IDictionary<IDiscriminantFunctionClassificationSolution, double> estimatedValues) {60 IList<double> values = estimatedValues.Select(x => x.Value).ToList();61 if (values.Count <= 0)62 return double.NaN;63 double median = GetMedian(values);64 return GetClassValueToMedian(median);65 }66 private double GetClassValueToMedian(double median) {67 double classValue = classValues.First();68 for (int i = 0; i < classValues.Count(); i++) {69 if (median > threshold[i])70 classValue = classValues[i];71 else72 break;73 }74 return classValue;75 }76 77 59 protected override double GetDiscriminantConfidence(IEnumerable<IDiscriminantFunctionClassificationSolution> solutions, int index, double estimatedClassValue) { 78 60 // only works with binary classification … … 106 88 } 107 89 108 pr ivatedouble GetMedian(IList<double> estimatedValues) {90 protected double GetMedian(IList<double> estimatedValues) { 109 91 int count = estimatedValues.Count; 110 92 if (count % 2 == 0)
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