Machine Learning.
When the code is run, we get the following: For Training Dataset Mean absolute error: 3.806116166829772 Root mean square error: 4.865150358999328 R2 score: 0.5047501390878271 For Testing Dataset Mean absolute error: 3.452153015520449 Root mean square error: 4.547275068350206 R2 score: