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5.) Conduct a Ridge Regression and a Lasso Regression on the Baseball Data set from Exercise 3. Does the r-squared value differ? Are any attributes

5.) Conduct a Ridge Regression and a Lasso Regression on the Baseball Data set from Exercise 3. Does the r-squared value differ? Are any attributes discarded? What is the resulting equation? Provide the python code and the equation.

Player Team Position Age G AB R H 2B 3B HR RBI SB CS BB SO AVG OBP SLG OPS Ave. Annual Salary
Abreu, Jose CWS 1B 33 159 634 85 180 38 1 33 123 2 2 36 152 0.284 0.33 0.503 0.833 16000000
Acuna, Ronald ATL LF 23 156 626 127 175 22 2 41 101 37 9 76 188 0.28 0.365 0.518 0.883 560000
Adames, Willy TB SS 25 152 531 69 135 25 1 20 52 4 2 46 153 0.254 0.317 0.418 0.735 562400
Adams, Matt WSH 1B 32 111 310 42 70 14 0 20 56 0 0 20 115 0.226 0.276 0.465 0.741 4000000
Adrianza, Ehire MIN SS 31 84 202 34 55 8 3 5 22 0 2 20 40 0.272 0.349 0.416 0.765 1300000
Aguilar, Jesus MIL 1B 30 94 222 26 50 9 0 8 34 0 0 31 59 0.225 0.32 0.374 0.694 637500
Ahmed, Nick ARI SS 30 158 556 79 141 33 6 19 82 8 2 52 113 0.254 0.316 0.437 0.753 3662500

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