Mobile Gaming Use Cases/Data ScienceData Scientist

Which behavioral features have the highest SHAP values in our D30 churn prediction model?

Analyze SHAP value distributions across all features in the D30 churn model to identify the most predictive behavioral signals

Metrics & KPIs

SHAP valuesfeature importance rankingsmodel AUCGini coefficient

Required Data

player_sessionsin-app eventspurchase historylevel progressionsocial interactions

Data Sources

TelemetryMonetization

Works with tools like

MixpanelAmplitudeGameAnalyticsFirebase AnalyticsdeltaDNARevenueCatStripeGoogle Play ConsoleApp Store Connect

How Bruin answers this

Bruin

Bruin AI Data Analyst

Which behavioral features have the highest SHAP values in our D30 churn prediction model?

Bruin connects to your Telemetry, Monetization and runs the analysis automatically.

It tracks SHAP values, feature importance rankings, model AUC and delivers the answer in seconds — in Slack, Discord, Teams, or your browser.

Bruin for mobile gaming

350+ use cases across every team in your studio — from monetisation to LiveOps, product to engineering. One AI that speaks your data.

Ads Monetization ManagerC-LevelCRM / Lifecycle ManagerData ScientistEconomy DesignerEngineeringFinance / FP&AGame DesignerLiveOps ManagerPlayer Support / CommunityProduct ManagerQA EngineerUA Manager

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