After running Linear Regression on WEKA, you get the following output (unnecessary linebreaks deleted): === Run information = = = Scheme:...

After running Linear Regression on WEKA, you get the following output (unnecessarylinebreaks deleted):=== Run information = = =Scheme: weka.classifiers.functions.LinearRegression -SO-R 1.0E-8 -num-decimal-places 4Relation: linearInstances: 50Attributes: 5 F1 F2 F3 F4 GTest mode: evaluate on training data=== Classifier model (full training set) ===Linear Regression ModelG = 3.6562 *F1 + 1.5181 *F2 + 5.2901 * F3 + 6.4114*F4 + 23.0972Time taken to build model: 0.17 seconds=== Evaluation on training set = = =Time taken to test model on training data: 0 seconds== = Summary = = =Correlation coefficient 0.9002Mean absolute error 1.4336Root mean squared error 1.9413Relative absolute error 17.0999%Root relative squared error 18.8234%Total Number of Instances 50