Win/weapon correlation info
Correlation between main primary weapon used and victory in round.
Example correlation coefficient values
- correlation coefficient 0.06 of Deagles_x1 over 100 rounds where it was tagged could mean that
- 53 were won by that team
- 47 were lost
- correlation coefficient -0.04 of Deagles_x1 over 100 rounds:
- 48 were won by that team
- 52 were lost
- correlation coefficient 0.00 of Deagles_x1 over 100 rounds:
- 50 were won by that team
- 50 were lost
How is it calculated
- each round's kill log is checked
- if one player used a weapon for more than 50% of his primary-weapon-kills then tag for that team is created, eg
SteyrAUG_x1
- if there are two players in the team using mainly the same primary weapon in that round, that "team-round" will be tagged with
SteyrAUG_x2
instead of twoSteyrAUG_x1
- win or lose tag is added for each "team-round"
- entries are roughly like this for each round:
- "game 123123, round 0, team Red, tags: SteyrAug_x2, Deagles_x1, win"
- "game 123123, round 0, team Blue, tags: M79_x1, MP5_x1, lose"
- rounds that ended with Tie are ignored altogether
- data is filtered to only include balanced games from correct playlist (see "Parameters" section)
- finally correlation is calculated between win tag and all other tags using Pearson correlation coefficient