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01_​Parameter_​Optimization_​Loop_​on_​Linear_​Regression

Parameter Optimization Loop on Linear Regression Classification
Parameter Optimization Loop on Linear Regression This loop performs a parameter optimization on a few parameters of the linear regression nodes. DISCLAIMER: This example can be adapted to any regression model. The example itself is not particulary useful as the linear regression 'offset' can be optimized directly by the learner node. 80% for training set20% for testing setGenerate some exampledata Parameter OptimizationLoop Start ParameterOptimization Loop End Partitioning Data Generator Table Rowto Variable Linear RegressionLearner RegressionPredictor Numeric Scorer Row Filter Parameter Optimization Loop on Linear Regression This loop performs a parameter optimization on a few parameters of the linear regression nodes. DISCLAIMER: This example can be adapted to any regression model. The example itself is not particulary useful as the linear regression 'offset' can be optimized directly by the learner node. 80% for training set20% for testing setGenerate some exampledata Parameter OptimizationLoop Start ParameterOptimization Loop End Partitioning Data Generator Table Rowto Variable Linear RegressionLearner RegressionPredictor Numeric Scorer Row Filter

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Created by: kathrinmelcher
Created at: 2017-09-21
On NodePit since: 2022-10-22
Last update: 2024-04-26
Created with KNIME version: v4.6.3
Tags: parameter optimizationoptimizationmachine learningOnboardingData Science

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