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Linear Regression Example

Linear Regression With KNIME AP
Reading the auto-MPG data, remove missingvalues, and partitioning into training / testing A scatter plot of HP vs MPG Linear regression model Plotting observed and predicted HP vs MPGFitting the modelPridictionbased on the modelGoodness offit metricsReadingdata table80-20 splitColors forobserved andpredictedHP vs MPGobserved and predictedRemovemissing HP Scatter Plot Linear RegressionLearner RegressionPredictor Numeric Scorer Table Reader Partitioning Color Manager Combining observedand predicted Scatter Plot Missing Value Reading the auto-MPG data, remove missingvalues, and partitioning into training / testing A scatter plot of HP vs MPG Linear regression model Plotting observed and predicted HP vs MPGFitting the modelPridictionbased on the modelGoodness offit metricsReadingdata table80-20 splitColors forobserved andpredictedHP vs MPGobserved and predictedRemovemissing HP Scatter Plot Linear RegressionLearner RegressionPredictor Numeric Scorer Table Reader Partitioning Color Manager Combining observedand predicted Scatter Plot Missing Value

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