We measure success differently. For VIP & LTV models, we optimize for precision because every false VIP prediction costs real money. The result? 71% precision vs. 15% industry standard. That’s not a marginal gain, it's the difference between saving up to 66% of your bonus budget, or misuse that money in false positives.
For churn, we flip the logic. We prioritize recall, capturing 85% of at-risk players, because saving a player is up to 5x cheaper than acquiring a new one. Think of it as a smarter net: fewer empty catches, more real value.
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