Predict your Outcome
Possibilities
The ML app will help you predict the overall skill level of player and the Price Category of a player.
Overall Skill
To calculate the Overall Skill of the player, you would need to enter the various attributes of a player. We have taken an example of Lionel Messi prediction Calculation shown below
Attributes to generate the overall skill of 78
- Pace of Player: 80
- Striking Ability: 87
- Passing Ability: 90
- Dribbling: 94
- Defending: 33
- Physic: 64
- Dribbling: 89
- Defending: 96
- Sprinting Speed 74
Price Category
To calculate the Price Category of the player, you would need to enter the various attributes of a player. We have taken an example of Lionel Messi prediction Calculation shown below
Attributes to generate the Price Range of Premium Player
- Overall Skill: 80
- Weelkly Wages in Euros: 87
- Potential Overall: 90
- Age: 94
- League Level: 33
- Passing Skill: 64
- Dribbling Skill: 89
- Defending: 96
- Sprinting Speed 74
Price category in euros: Cheap: 0-1,000,000; Low: 1,000,000 - 2,700,000, Average: 2,700,000-20,000,000, Expensive: 20,000,000 - 79,000,000, Premium: 79,000,000 and above
Improvements and Updates
Overall Skill: I am working on improving the ML prediction of the Overall Skill by having prediction system for Defense, Midfield and Forwards, where the ML App can focus on predicting a more accurate value viz. For a Forward position Player we will not focus on their Defense Skill level and vice versa. This will help in getting a more accurate outcome.
Price Category: We can improve ML prediction of the Price Category and determining the accurate value of the player if we can get the form level of the player from past couple of seasons, as in Soccer the Form of the player plays a huge factor in determining the amount a club is willing to spend to purchase the player.