Mobile Gaming Use Cases/Data ScienceData Scientist

Can our smurf detection model identify smurfing accounts with precision above 90% and recall above 70% within the first 10 matches?

Evaluate the accuracy of smurf detection to protect new player experience in competitive modes

Metrics & KPIs

PrecisionrecallF1 scorematches to detectionfalse positive rate

Required Data

Match performance dataaccount creation datadevice fingerprintsbehavioral features

Data Sources

Data WarehouseTelemetry

Works with tools like

SnowflakeBigQueryRedshiftDatabricksClickHouseMixpanelAmplitudeGameAnalyticsFirebase AnalyticsdeltaDNA

How Bruin answers this

Bruin

Bruin AI Data Analyst

Can our smurf detection model identify smurfing accounts with precision above 90% and recall above 70% within the first 10 matches?

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

It tracks Precision, recall, F1 score and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

Bruin for mobile gaming

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

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