@@ -27,7 +27,7 @@ namespace ml {
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namespace api {
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namespace {
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// Configuration
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- const std::string STANDARDIZE_COLUMNS{ " standardize_columns " };
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+ const std::string STANDARDIZATION_ENABLED{ " standardization_enabled " };
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const std::string N_NEIGHBORS{" n_neighbors" };
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const std::string METHOD{" method" };
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const std::string COMPUTE_FEATURE_INFLUENCE{" compute_feature_influence" };
@@ -40,7 +40,7 @@ const CDataFrameAnalysisConfigReader PARAMETER_READER{[] {
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const std::string knn{" distance_kth_nn" };
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const std::string tnn{" distance_knn" };
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CDataFrameAnalysisConfigReader theReader;
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- theReader.addParameter (STANDARDIZE_COLUMNS ,
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+ theReader.addParameter (STANDARDIZATION_ENABLED ,
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CDataFrameAnalysisConfigReader::E_OptionalParameter);
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theReader.addParameter (N_NEIGHBORS, CDataFrameAnalysisConfigReader::E_OptionalParameter);
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theReader.addParameter (METHOD, CDataFrameAnalysisConfigReader::E_OptionalParameter,
@@ -66,7 +66,7 @@ CDataFrameOutliersRunner::CDataFrameOutliersRunner(
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const CDataFrameAnalysisConfigReader::CParameters& parameters)
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: CDataFrameOutliersRunner{spec} {
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- m_StandardizeColumns = parameters[STANDARDIZE_COLUMNS ].fallback (true );
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+ m_StandardizationEnabled = parameters[STANDARDIZATION_ENABLED ].fallback (true );
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m_NumberNeighbours = parameters[N_NEIGHBORS].fallback (std::size_t {0 });
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m_Method = parameters[METHOD].fallback (maths::COutliers::E_Ensemble);
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m_ComputeFeatureInfluence = parameters[COMPUTE_FEATURE_INFLUENCE].fallback (true );
@@ -113,7 +113,7 @@ void CDataFrameOutliersRunner::runImpl(const TStrVec&, core::CDataFrame& frame)
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maths::COutliers::SComputeParameters params{this ->spec ().numberThreads (),
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this ->numberPartitions (),
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- m_StandardizeColumns ,
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+ m_StandardizationEnabled ,
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static_cast <maths::COutliers::EMethod>(m_Method),
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m_NumberNeighbours,
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m_ComputeFeatureInfluence,
@@ -138,7 +138,7 @@ CDataFrameOutliersRunner::estimateBookkeepingMemoryUsage(std::size_t numberParti
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std::size_t numberColumns) const {
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maths::COutliers::SComputeParameters params{this ->spec ().numberThreads (),
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numberPartitions,
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- m_StandardizeColumns ,
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+ m_StandardizationEnabled ,
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static_cast <maths::COutliers::EMethod>(m_Method),
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m_NumberNeighbours,
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m_ComputeFeatureInfluence,
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