Live Monitoring Dashboard
Real-time bot detection — refreshes every 10 seconds
Last updated
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Sessions Scored
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Bot Rate
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Avg Human Confidence
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Active Model
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Live Prediction Feed

The 10 most recent scored sessions, newest first. The bar shows bot probability — green is human, yellow is uncertain, red is bot.

Bot Probability Drift — Last 20 Sessions

Each point is a scored session in chronological order. Points above the red dashed line were classified as bots. Hover a point for details.

Human Bot Threshold (0.5)

Top Flagged Features — Bot Detections (SHAP)

Features most responsible for recent bot classifications, ranked by SHAP importance. A higher rank means the feature had a stronger influence on the bot verdict.

Active Model

Performance metrics for the currently deployed classifier, trained on labeled behavioral sessions.