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notes.txt
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notes.txt
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Features to add:
- Ranking over time: ranking last months
- Ranking should come from ranking files and not match files
- Last x (5 currently) matches could be an argument (5, 10, 15, etc...)
- % Victory against players of same rank as adv
Improvements:
- encoding last x matches [v, v, v, d, d] => [1, 1, 1, 0, 0]
- encoding last x matches versus
- add non main atp matches
Done:
- Using nb of games played instead of nb of sets ?
- use match elapsed minutes to model fatigue
- player.versus should not be given as a whole from match but only versus against adv ?
- cut cache in several files for dynamic loading with different parameters
- Fix columns names
- Remove all persons from versus
- add unique match ID to link to original matches data
- add concatenation of players stats at match time, result & match stats
- age at match time not well handled
# Either get it from match data (easier)
# Or better handling birthdate vs match date
- have better historic of matches order & versus matches = {id: [date, result], [date, result], ...]}
- Remove double data