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regression_​test

Pre-processing - Convert weather data type to string - Join product data and weather data - Reserve 90% of the rows for model training and remaining for model testing Score the ModelEvaluate predictions Train a ModelTree Learner for training Data Reading Two files: Product "Boulette -Imbiss, Pack= 30 St.170g" +Weather data Reserve 90% of the rows for model training and remaining for model testingJoin product data and weather dataAdjust data typeAdjust data typeProduct dataWeather dataFiltering columswithout useLearning on Menge kgTesting knowledge onMenge kgResultspredictionvs.original dataAdjust datatype"Schneeböhe"column includes "-", in need fora string replacerto convert themto 0Resultspredictionvs.original dataLearning on Menge kgTesting knowledge onMenge kg"Datum" toDate&TimetypeCopies column values from preceding rows into the current rowSort by"Datum" Reserve 90% of the rows for model training and remaining for model testingTesting knowledge onMenge kgLearning on Menge kgResultspredictionvs.original data Reserve 90% of the rows for model training and remaining for model testingWeather dataAdjust datatype"Schneeböhe"column includes "-", in need fora string replacerto convert themto 0Join product data and weather dataAdjust data typeAdjust data typeProduct dataFiltering columswithout useWeather dataAdjust datatype"Schneeböhe"column includes "-", in need fora string replacerto convert themto 0Join product data and weather dataAdjust data typeAdjust data typeProduct dataFiltering columswithout useNode 160Node 161 Forward FeatureSelection Partitioning Joiner Date&Time to String Date&Time to String Excel Reader Excel Reader Column Filter Simple RegressionTree Learner Simple RegressionTree Predictor Numeric Scorer String To Number String Replacer Numeric Scorer Gradient Boosted TreesLearner (Regression) Gradient Boosted TreesPredictor (Regression) String to Date&Time Lag Column Sorter Partitioning Gradient Boosted TreesPredictor (Regression) Gradient Boosted TreesLearner (Regression) Numeric Scorer Partitioning Excel Reader String To Number String Replacer Joiner Date&Time to String Date&Time to String Excel Reader Column Filter Excel Reader String To Number String Replacer Joiner Date&Time to String Date&Time to String Excel Reader Column Filter Bar Chart GroupBy Pre-processing - Convert weather data type to string - Join product data and weather data - Reserve 90% of the rows for model training and remaining for model testing Score the ModelEvaluate predictions Train a ModelTree Learner for training Data Reading Two files: Product "Boulette -Imbiss, Pack= 30 St.170g" +Weather data Reserve 90% of the rows for model training and remaining for model testingJoin product data and weather dataAdjust data typeAdjust data typeProduct dataWeather dataFiltering columswithout useLearning on Menge kgTesting knowledge onMenge kgResultspredictionvs.original dataAdjust datatype"Schneeböhe"column includes "-", in need fora string replacerto convert themto 0Resultspredictionvs.original dataLearning on Menge kgTesting knowledge onMenge kg"Datum" toDate&TimetypeCopies column values from preceding rows into the current rowSort by"Datum" Reserve 90% of the rows for model training and remaining for model testingTesting knowledge onMenge kgLearning on Menge kgResultspredictionvs.original data Reserve 90% of the rows for model training and remaining for model testingWeather dataAdjust datatype"Schneeböhe"column includes "-", in need fora string replacerto convert themto 0Join product data and weather dataAdjust data typeAdjust data typeProduct dataFiltering columswithout useWeather dataAdjust datatype"Schneeböhe"column includes "-", in need fora string replacerto convert themto 0Join product data and weather dataAdjust data typeAdjust data typeProduct dataFiltering columswithout useNode 160Node 161 Forward FeatureSelection Partitioning Joiner Date&Time to String Date&Time to String Excel Reader Excel Reader Column Filter Simple RegressionTree Learner Simple RegressionTree Predictor Numeric Scorer String To Number String Replacer Numeric Scorer Gradient Boosted TreesLearner (Regression) Gradient Boosted TreesPredictor (Regression) String to Date&Time Lag Column Sorter Partitioning Gradient Boosted TreesPredictor (Regression) Gradient Boosted TreesLearner (Regression) Numeric Scorer Partitioning Excel Reader String To Number String Replacer Joiner Date&Time to String Date&Time to String Excel Reader Column Filter Excel Reader String To Number String Replacer Joiner Date&Time to String Date&Time to String Excel Reader Column Filter Bar Chart GroupBy

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Created by: Jannis
Created at: 2022-01-03
On NodePit since: 2022-02-21
Last update: 2024-04-28
Created with KNIME version: v4.5.0

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