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CS-132 SUV Market 2013 Feature Tuning v05

[Case Studies] CS-132 SUV Market 2013 Feature Tuning
Case Study (CS-132) - SUV Market 2013 Feature TuningTune each Category separately and collect the Tuning Parameters from eachCategory that yield the best results.This Market Simulation tunes 12 Categories of Features across 15 SUV vehiclessold in China. Midsize SUV Vehicles:Audi Q5BYD S6Chery TiggoDFM JingyiDFM LingzhiGreat Wall HoverHonda CR-VHyundai ix35Kia ZhipaoMB GLKNissan QashqaiRoewe W5Toyota HighlanderToyota RAV4VW Tiguan Categories of Features and Benefits:Engine PowerUtilityBrandSafetyMiles Per GallonFeatures And Instrument PanelStylePerformanceComfortBody And Interior Quality MechanicalPowertrain Quality DesignFeatures and Accessories Quality Mechanical End of Workflow HP = Engine Power MPG = Miles PerGallon UTIL = Utility - Size UTIL = Utility -Configuration SAFE = Safety DASH = Features AndInstrument Panel STYLE = Style PERF = Performance COMF = Comfort BODY = Body AndInterior QualityMechanical TRAIN = PowertrainQuality Design AUX = Features andAccessories QualityMechanical BRAND = BrandCountry + Vehicle Manually connect thistable to the "TableRow To VariableLoop Start" node(above) for Step 2 ofthe Tuning Process. MPGMiles Per GallonFeatureMPGVertical DifferentiationMPGHorizontal DifferentiationFeature VariationsAll CategoriesMPGMiles Per GallonHPEngine PowerFeatureHPHorizontal DifferentiationHPEngine PowerHPVertical DifferentiationUTILHorizontal DifferentiationUTILVertical DifferentiationUTILUtility SizeFeatureCONFIGUtility ConfigurationFeatureCONFIGVertical DifferentiationCONFIGHorizontal DifferentiationCONFIGUtility ConfigurationCorrelationCONFIGUtility ConfigurationFeatureUTILUtility SizeFeatureUTIL +CONFIGSAFESafetySAFESafetyFeatureSAFEHorizontal DifferentiationSAFEVertical DifferentiationDASHVertical DifferentiationDASHInstrumentation PanelDASHInstrumentation PanelFeatureDASHHorizontal DifferentiationSTYLEStyleSTYLEVertical DifferentiationSTYLEHorizontal DifferentiationSTYLEStyleFeaturePERFPerformancePERFPerformanceFeaturePERFHorizontal DifferentiationPERFVertical DifferentiationCOMFComfortCOMFHorizontal DifferentiationCOMFComfortFeatureCOMFVertical DifferentiationBODYInterior QualityFeatureBODYVertical DifferentiationBODYInterior QualityBODYHorizontal DifferentiationTRAINPowertrainTRAINPowertrainFeatureTRAINVertical DifferentiationTRAINHorizontal DifferentiationAUXVertical DifferentiationAUXAccessoriesFeatureAUXHorizontal DifferentiationAUXAccessoriesBRANDFeatureBRANDFeatureBRANDVertical DifferentiationBRANDHorizontal DifferentiationBRANDFeatureHPEngine PowerFeatureMPGMiles Per GallonFeatureSAFESafetyFeatureDASHInstrumentation PanelFeatureSTYLEStyleFeaturePERFPerformanceFeatureCOMFComfortFeatureBODYInterior QualityFeatureTRAINPowertrainFeatureAUXAccessoriesFeatureAll FeatureNamesAllProductsFilterProduct FeaturesAdd FilterFeature WildcardsProductFeaturesProductFeaturesProductFeaturesProductFeaturesProductUTIL + CONFIGAllProductsProductPriceCostQuantityProductMeanSDRunMarket SimulationAllProductsTune MarketStart LoopEnding MeanFlow VariablesTune MarketStart LoopQuantityErrorInputTuning ParametersSelect TuningParametersFixedParametersStep 1: SelectTuning ParametersWildcardSelectTuning ParametersWilcardStep 2: SelectTuning ParametersWildcardQuantityErrorFilter Featuresby ProductAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsTuning + FixedParametersFixedParametersSelectTuning ParametersWilcardTable Creator DifferentiationVertical DifferentiationHorizontal Table Creator Row Filter Table Creator DifferentiationHorizontal Row Filter DifferentiationVertical DifferentiationHorizontal DifferentiationVertical Table Creator Table Creator DifferentiationVertical CorrelationPairs To Matrix Table Creator MatrixDistributions MatrixDistributions Java Snippet Row Filter Table Creator DifferentiationHorizontal DifferentiationVertical DifferentiationVertical Row Filter Table Creator DifferentiationHorizontal Row Filter DifferentiationVertical DifferentiationHorizontal Table Creator Row Filter Table Creator DifferentiationHorizontal DifferentiationVertical Row Filter DifferentiationHorizontal Table Creator DifferentiationVertical Table Creator DifferentiationVertical Row Filter DifferentiationHorizontal Row Filter Table Creator DifferentiationVertical DifferentiationHorizontal DifferentiationVertical Table Creator DifferentiationHorizontal Row Filter Table Creator Row Filter DifferentiationVertical DifferentiationHorizontal MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions Extract Table Spec Table Creator Row Filter String Manipulation Column Rename Column Filter ConstantValue Column Loop End Java Snippet Product Generator Joiner Column Filter Simulate Market Column Filter Tuning Loop Start Java Edit Variable Tuning Loop End GroupBy Table Creator Row Splitter RowID Table Creator Loop End (2 ports) Table Creator Table Rowto Variable Table Row ToVariable Loop Start Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Merge Variables Table Columnto Variable Table Row ToVariable Loop Start Case Study (CS-132) - SUV Market 2013 Feature TuningTune each Category separately and collect the Tuning Parameters from eachCategory that yield the best results.This Market Simulation tunes 12 Categories of Features across 15 SUV vehiclessold in China. Midsize SUV Vehicles:Audi Q5BYD S6Chery TiggoDFM JingyiDFM LingzhiGreat Wall HoverHonda CR-VHyundai ix35Kia ZhipaoMB GLKNissan QashqaiRoewe W5Toyota HighlanderToyota RAV4VW Tiguan Categories of Features and Benefits:Engine PowerUtilityBrandSafetyMiles Per GallonFeatures And Instrument PanelStylePerformanceComfortBody And Interior Quality MechanicalPowertrain Quality DesignFeatures and Accessories Quality Mechanical End of Workflow HP = Engine Power MPG = Miles PerGallon UTIL = Utility - Size UTIL = Utility -Configuration SAFE = Safety DASH = Features AndInstrument Panel STYLE = Style PERF = Performance COMF = Comfort BODY = Body AndInterior QualityMechanical TRAIN = PowertrainQuality Design AUX = Features andAccessories QualityMechanical BRAND = BrandCountry + Vehicle Manually connect thistable to the "TableRow To VariableLoop Start" node(above) for Step 2 ofthe Tuning Process. MPGMiles Per GallonFeatureMPGVertical DifferentiationMPGHorizontal DifferentiationFeature VariationsAll CategoriesMPGMiles Per GallonHPEngine PowerFeatureHPHorizontal DifferentiationHPEngine PowerHPVertical DifferentiationUTILHorizontal DifferentiationUTILVertical DifferentiationUTILUtility SizeFeatureCONFIGUtility ConfigurationFeatureCONFIGVertical DifferentiationCONFIGHorizontal DifferentiationCONFIGUtility ConfigurationCorrelationCONFIGUtility ConfigurationFeatureUTILUtility SizeFeatureUTIL +CONFIGSAFESafetySAFESafetyFeatureSAFEHorizontal DifferentiationSAFEVertical DifferentiationDASHVertical DifferentiationDASHInstrumentation PanelDASHInstrumentation PanelFeatureDASHHorizontal DifferentiationSTYLEStyleSTYLEVertical DifferentiationSTYLEHorizontal DifferentiationSTYLEStyleFeaturePERFPerformancePERFPerformanceFeaturePERFHorizontal DifferentiationPERFVertical DifferentiationCOMFComfortCOMFHorizontal DifferentiationCOMFComfortFeatureCOMFVertical DifferentiationBODYInterior QualityFeatureBODYVertical DifferentiationBODYInterior QualityBODYHorizontal DifferentiationTRAINPowertrainTRAINPowertrainFeatureTRAINVertical DifferentiationTRAINHorizontal DifferentiationAUXVertical DifferentiationAUXAccessoriesFeatureAUXHorizontal DifferentiationAUXAccessoriesBRANDFeatureBRANDFeatureBRANDVertical DifferentiationBRANDHorizontal DifferentiationBRANDFeatureHPEngine PowerFeatureMPGMiles Per GallonFeatureSAFESafetyFeatureDASHInstrumentation PanelFeatureSTYLEStyleFeaturePERFPerformanceFeatureCOMFComfortFeatureBODYInterior QualityFeatureTRAINPowertrainFeatureAUXAccessoriesFeatureAll FeatureNamesAllProductsFilterProduct FeaturesAdd FilterFeature WildcardsProductFeaturesProductFeaturesProductFeaturesProductFeaturesProductUTIL + CONFIGAllProductsProductPriceCostQuantityProductMeanSDRunMarket SimulationAllProductsTune MarketStart LoopEnding MeanFlow VariablesTune MarketStart LoopQuantityErrorInputTuning ParametersSelect TuningParametersFixedParametersStep 1: SelectTuning ParametersWildcardSelectTuning ParametersWilcardStep 2: SelectTuning ParametersWildcardQuantityErrorFilter Featuresby ProductAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsAppendCustomerDistributionsTuning + FixedParametersFixedParametersSelectTuning ParametersWilcardTable Creator DifferentiationVertical DifferentiationHorizontal Table Creator Row Filter Table Creator DifferentiationHorizontal Row Filter DifferentiationVertical DifferentiationHorizontal DifferentiationVertical Table Creator Table Creator DifferentiationVertical CorrelationPairs To Matrix Table Creator MatrixDistributions MatrixDistributions Java Snippet Row Filter Table Creator DifferentiationHorizontal DifferentiationVertical DifferentiationVertical Row Filter Table Creator DifferentiationHorizontal Row Filter DifferentiationVertical DifferentiationHorizontal Table Creator Row Filter Table Creator DifferentiationHorizontal DifferentiationVertical Row Filter DifferentiationHorizontal Table Creator DifferentiationVertical Table Creator DifferentiationVertical Row Filter DifferentiationHorizontal Row Filter Table Creator DifferentiationVertical DifferentiationHorizontal DifferentiationVertical Table Creator DifferentiationHorizontal Row Filter Table Creator Row Filter DifferentiationVertical DifferentiationHorizontal MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions MatrixDistributions Extract Table Spec Table Creator Row Filter String Manipulation Column Rename Column Filter ConstantValue Column Loop End Java Snippet Product Generator Joiner Column Filter Simulate Market Column Filter Tuning Loop Start Java Edit Variable Tuning Loop End GroupBy Table Creator Row Splitter RowID Table Creator Loop End (2 ports) Table Creator Table Rowto Variable Table Row ToVariable Loop Start Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Column Appender Merge Variables Table Columnto Variable Table Row ToVariable Loop Start

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Created by: Berlin
Created at: 2018-05-30
On NodePit since: 2021-02-05
Last update: 2024-12-17
Created with KNIME version: v4.3.0

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