A No-Show Risk Score is a behavioral reliability assessment that predicts the probability that a specific person will fail to attend a real-world commitment they have accepted. It is derived from verified attendance history across prior meeting commitments, contextual factors, and behavioral consistency signals.
What the Score Measures
Attendance consistency: How reliably has this person attended events they committed to in the past?
Context sensitivity: Does their reliability vary by event format, time of day, or day of week?
Commitment strength signals: Was their RSVP from the waitlist (lower reliability) or an eager early confirmation (higher reliability)?
Recency weighting: Recent behavioral history is weighted more heavily than older patterns
Cross-context consistency: Does reliability hold across different event types and locations?
Applications
No-Show Risk Scores are used in several ways within the Relationship Brain system:
Group composition adjustment: High-risk groups can be rebalanced before the event
Waitlist management: Waitlist advancement accounts for predicted no-shows
Enterprise reporting: Event organizers can see expected attendance confidence for confirmed participants
Privacy and Use Limitations
No-Show Risk Scores are treated as sensitive behavioral data under The Weekend Club's data governance framework. They are not disclosed directly to other participants, are used only for coordination improvement purposes, and are accessible only to authorized system components and enterprise API consumers under appropriate data use agreements.