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For the following exercises, work with the adult data set

Computer Science Dec 14, 2021

For the following exercises, work with the adult data set. Use Python to solve each problem.

Partition the data set into a training set and a test set, each containing about half of the records. Run a regression model to predict Hours per Week using Age and Education Num. Obtain a summary of the model. Are there any predictor variables that should not be in the model?

Find the value of s. and Radj 2.

Find MAEBaseline and MAERegression, and determine whether the regression model outperformed its baseline model.

and finally, interpret the results (the coefficient for Age. the coefficient for Education Num. etc)

 

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