QuestionQ31

Monitoring AI solutions

You work for a gaming company that operates a popular online multiplayer game in which teams of 6 players compete against each other in 5-minute battles. Many new players join each day. You need to build a model that automatically assigns available players to teams in real time. User research shows that the game is more enjoyable when battles include players with similar skill levels. Which business metrics should you monitor to measure your model’s performance?

Explanation

The desired outcome of skill-balanced team assignment is a more enjoyable game experience. Daily battles played per user is a direct user-engagement metric that indicates whether players are finding matches enjoyable enough to keep playing.

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