Find the best regression model to predict the number of wins. Team W ERA R Avg O

Question

Find the best regression model to predict the number of wins.

Team W ERA R Avg OBP Baltimore Orioles 93 3.9 712 0.247 0.311 Boston Red Sox 69 4.7 734 0.26 0.315 Chicago White Sox 85 4.02 748 0.255 0.318 Cleveland Indians 68 4.78 667 0.251 0.324 Detroit Tigers 88 3.75 726 0.268 0.335 Kansas City Royals 72 4.3 676 0.265 0.317 LA Angels 89 4.02 767 0.274 0.332 Minnesota Twins 66 4.77 701 0.26 0.325 NY Yankees 95 3.85 804 0.265 0.337 Oakland Athletics 94 3.48 713 0.238 0.31 Seattle Mariners 75 3.76 619 0.234 0.296 Tampa Bay Rays 90 3.19 697 0.24 0.317 Texas Rangers 93 3.99 808 0.273 0.334 Toronto Blue Jays 73 4.64 716 0.245 0.309

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