- Timestamp:
- 07/10/15 11:51:51 (9 years ago)
- Location:
- stable
- Files:
-
- 6 edited
Legend:
- Unmodified
- Added
- Removed
-
stable
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stable/HeuristicLab.Problems.DataAnalysis
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stable/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleModel.cs
r12009 r12702 67 67 } 68 68 69 public IEnumerable<IEnumerable<double>> GetEstimatedClassValueVectors( Dataset dataset, IEnumerable<int> rows) {69 public IEnumerable<IEnumerable<double>> GetEstimatedClassValueVectors(IDataset dataset, IEnumerable<int> rows) { 70 70 var estimatedValuesEnumerators = (from model in models 71 71 select model.GetEstimatedClassValues(dataset, rows).GetEnumerator()) … … 82 82 #region IClassificationModel Members 83 83 84 public IEnumerable<double> GetEstimatedClassValues( Dataset dataset, IEnumerable<int> rows) {84 public IEnumerable<double> GetEstimatedClassValues(IDataset dataset, IEnumerable<int> rows) { 85 85 foreach (var estimatedValuesVector in GetEstimatedClassValueVectors(dataset, rows)) { 86 86 // return the class which is most often occuring -
stable/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleSolution.cs
r12009 r12702 231 231 } 232 232 233 public IEnumerable<IEnumerable<double>> GetEstimatedClassValueVectors( Dataset dataset, IEnumerable<int> rows) {233 public IEnumerable<IEnumerable<double>> GetEstimatedClassValueVectors(IDataset dataset, IEnumerable<int> rows) { 234 234 if (!Model.Models.Any()) yield break; 235 235 var estimatedValuesEnumerators = (from model in Model.Models -
stable/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationProblemData.cs
r12279 r12702 324 324 } 325 325 326 public ClassificationProblemData( Dataset dataset, IEnumerable<string> allowedInputVariables, string targetVariable, IEnumerable<ITransformation> transformations = null)326 public ClassificationProblemData(IDataset dataset, IEnumerable<string> allowedInputVariables, string targetVariable, IEnumerable<ITransformation> transformations = null) 327 327 : base(dataset, allowedInputVariables, transformations ?? Enumerable.Empty<ITransformation>()) { 328 328 var validTargetVariableValues = CheckVariablesForPossibleTargetVariables(dataset).Select(x => new StringValue(x).AsReadOnly()).ToList(); … … 338 338 } 339 339 340 public static IEnumerable<string> CheckVariablesForPossibleTargetVariables( Dataset dataset) {340 public static IEnumerable<string> CheckVariablesForPossibleTargetVariables(IDataset dataset) { 341 341 int maxSamples = Math.Min(InspectedRowsToDetermineTargets, dataset.Rows); 342 342 var validTargetVariables = (from v in dataset.DoubleVariables -
stable/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationModel.cs
r12009 r12702 111 111 112 112 113 public IEnumerable<double> GetEstimatedValues( Dataset dataset, IEnumerable<int> rows) {113 public IEnumerable<double> GetEstimatedValues(IDataset dataset, IEnumerable<int> rows) { 114 114 return model.GetEstimatedValues(dataset, rows); 115 115 } 116 116 117 public IEnumerable<double> GetEstimatedClassValues( Dataset dataset, IEnumerable<int> rows) {117 public IEnumerable<double> GetEstimatedClassValues(IDataset dataset, IEnumerable<int> rows) { 118 118 if (!Thresholds.Any() && !ClassValues.Any()) throw new ArgumentException("No thresholds and class values were set for the current classification model."); 119 119 foreach (var x in GetEstimatedValues(dataset, rows)) {
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