Baseball ML Workbench

What-If Analysis (Multiple Machine Learning Models)

Select or Search any MLB Batter to perform what-if analysis:
Mike Trout -   (Years Played: 12, Last Season Played: 2022)
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Permanent Link
Static Prediction - Based on player's actual career statistics
Hall of Fame Ballot Probability - 98.33%
Mike Trout
Seasons Played12
Total Bases2991
HR350
Total Player Awards21
...
Hall of Fame Induction Probability - 69.91%
Mike Trout
Seasons Played12
Total Bases2991
HR350
Total Player Awards21
...
Notes: Single prediction of probability of the player being on Hall Of Fame Ballot and probability of being Inducted to Hall Of Fame.

Permanent Link
Dynamic Prediction - Based on player's yearly pro-rated career statistics
1 30
Hall of Fame Ballot Probability - 98.33%
Mike Trout
Seasons Played12
Total Bases2991
HR350
Total Player Awards21
...
Hall of Fame Induction Probability - 69.91%
Mike Trout
Seasons Played12
Total Bases2991
HR350
Total Player Awards21
...
Notes: What-If prediction based on above selected player's single season averages multiplied the slider value of seasons played.