Machine Learning.
mean square error: 4.383490806660686 R2 score: 0.6037459040464379 For Testing Dataset Mean absolute error: 3.5223834206892035 Root mean square error: 4.4485666760652025 R2 score: 0.570789564902092 The scatter plot obtained is: Conclusion: Among all the models tested for the given problem, decision