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REGRESSION RESULTS

1. LINEAR REGRESSION R2 Score: 0.6771696999851686 Mean Squared Error: 30.697037704088643

2. POLYNOMIAL REGRESSION R2 Score: 0.809353675886683 Mean Squared Error: 18.12803011112503

3. SUPPORT VECTOR REGRESSION R2 Score: 0.6229156348626551 Mean Squared Error: 35.85590625697654

4. DECISION TREE REGRESSION R2 Score: 0.7835505376640006 Mean Squared Error: 20.581578947368424

5. RANDOM FOREST REGRESSION R2 Score: 0.7300062877967161 Mean Squared Error: 25.67295313664888

easy_install -U pip