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project 1: ML March Madness 2024

Initial Prediction using random forest regressors, made 3/20/2024:

Elite 8 Results: Game 1: Connecticut vs Drake | Winner: Connecticut (Conviction: 94.23%) Game 2: North Carolina vs Dayton | Winner: North Carolina (Conviction: 70.90%) Game 3: Duke vs Kentucky | Winner: Duke (Conviction: 54.59%) Game 4: Purdue vs Creighton | Winner: Purdue (Conviction: 66.61%)

Final 4 Results: Game 1: Connecticut vs North Carolina | Winner: North Carolina (Conviction: 32.71%) Game 2: Duke vs Purdue | Winner: Purdue (Conviction: 61.31%)

Championship Result: Connecticut vs Purdue | Winner: Connecticut (Conviction: 51.15%)

Updated Predicitions using xgboost, made 4/2/2024:

Round 4 Matchups: Team_1 Team_2 Connecticut BYU North Carolina Clemson Houston Texas Tech Purdue South Carolina

Round 5 Matchups: Team_1 Team_2 Connecticut North Carolina Houston Purdue

Championship Game: Team_1 Team_2 Connecticut Houston

Predicted Champion: Connecticut

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