Deck building support for clash royale

Click Here to refer documentation for Clash Royale api used.

1. DEFENSE - # of cards with high health
2. BRAWLER - # of cards that target one troop/building at a time ie. PEKKA or PRINCE
3. HARD_HITTER - # of cards with high attack damage
4. BUILDING_BUSTER - # of cards that attack buildings
5. BUILDING - # of building cards
6. SWARM - # of cards that spawn multiple units
7. STUN - # of cards that have stun or freeze ability
8. SPLASH - # of cards that have splash damage
9. FLYING - # of aerial cards
10. GROUND - # of ground cards
11. AIR_DAMAGE - # of cards that have air damage
12. DAMAGE_SPELL - # of damage spells
13. STUN_SPELL - # of stun spells
14. CHEAP - # of cards with low elixir cost (1-3)
15. MODERATE - # of cards with moderate elixir cost (4-5)
16. HIGH - # of cards with high elixir cost (5+)
17. TRICKY - # of cards has some unique attribute to it ie. Princess long range, Miner spawn freedom, etc
18. HIGH_DPS - # of cards with high DPS eg.Lumber Jack

Each sample vector will be of size (1x36)

X = [DEFENSE_A, BRAWLERS_A ... TRICKY_A, DEFENSE_B, BRAWLERS_B ... TRICKY_B]

Y = 1 (Player A won)

Y = 0 (Player B won)

Battle Log Battle Log Collection for Training.

mongorestore --db deckCR --collection battle_log <path to dump>