Analytics

Model accuracy and prediction performance

Model Accuracy
78.5%

Last 30 days

Predictions Made
1,247

This month

No-Shows Prevented
34

Via reminders + waitlist fills

Revenue Saved
R20,400

34 slots x R600 avg

Prediction Accuracy — Confusion Matrix (Demo)

Predicted Show

Predicted No-Show

Actually Showed

842

True Negative

67

False Positive

Actually No-Show

41

False Negative

297

True Positive

Performance by Risk Level
Low (<35)
92%
Medium (35-60)
74%
High (60-80)
81%
Critical (>80)
88%
Weekly Trend (Demo)
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