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What-If Analysis (Multiple Machine Learning Models)
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any MLB Batter to perform what-if analysis:
Mike Trout -
(Years Played: 12, Last Season Played: 2022)
✕
Static Prediction
- Based on player's actual career statistics
Seasons Played:
1
30
Hall of Fame
Ballot Probability
-
98.33%
Mike Trout
Seasons Played
12
Total Bases
2991
HR
350
Total Player Awards
21
...
Hall of Fame
Induction Probability
-
69.91%
Mike Trout
Seasons Played
12
Total Bases
2991
HR
350
Total Player Awards
21
...
Notes:
Single prediction of probability of the player being on Hall Of Fame Ballot and probability of being Inducted to Hall Of Fame.
Dynamic Prediction
- Based on player's yearly pro-rated career statistics
Seasons Played:
1
30
Hall of Fame
Ballot Probability
-
98.33%
Mike Trout
Seasons Played
12
Total Bases
2991
HR
350
Total Player Awards
21
...
Hall of Fame
Induction Probability
-
69.91%
Mike Trout
Seasons Played
12
Total Bases
2991
HR
350
Total Player Awards
21
...
Notes:
What-If prediction based on above selected player's single season averages multiplied the slider value of seasons played.