New features need to be added

AtomAnu / COMP0036_EPL_Prediction

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New features need to be added #3

Open gbifvyihk opened 4 years ago

gbifvyihk commented 4 years ago

To improve the accuracy of the prediction, these features should be taken into account:

Manager information
- Money invested
Players' statistics over time
- Age
- Health (Recent injuries)
- Time in the game
- Time played for the club
Distance needed to travel for the away team
Coach information
- Speciality/Style
- Formation (e.g. 4-3-3)
Yellow and Red cards given

AtomAnu commented 4 years ago

These features should be considered as well. Some might overlap with what we have discussed. @shuzhiYYang would you mind overseeing this aspect of the project?

shuzhiYYang commented 4 years ago

Team Statistics can be accessed from these links:

https://www.whoscored.com/Regions/252/Tournaments/2/Seasons/7811/Stages/17590/TeamStatistics/England-Premier-League-2019-2020
https://sofifa.com/teams?lg=13&hl=en-US