Insights: Health

Data quality and system health.
In plain English
  • Average ID confidence across every detection is 70% — reasonable for a backyard station.
  • 6 species show consistently low confidence this month — usually distant birds or misidentifications; repeat offenders are routed to Review automatically.

🔍 Confidence & System Health

0.695iThe average AI classification confidence across all detections. Lower numbers may indicate background noise or interference. Avg Confidence
139 High (≥80%)
188 Medium (50-79%)
75 Low (<50%)
📉 Confidence Trend (Last 30 Days)
👻 Phantom Suspects (Lowest Confidence) iSpecies with consistently low confidence scores. While these may be valid detections of distant birds, they have a higher chance of being misidentifications and may warrant manual review.
House Sparrow
9 detections · Min: 0.483
~0.542
Mallard
3 detections · Min: 0.483
~0.546
House Finch
6 detections · Min: 0.404
~0.557
American Crow
115 detections · Min: 0.4
~0.573
Canada Goose
3 detections · Min: 0.466
~0.581
Black-capped Chickadee
15 detections · Min: 0.4
~0.598
📊 Anomaly Days iStatistical outliers: 'Bursts' indicate unusual activity spikes, while 'Quiet Days' may signal station downtime or storms.
🔥 Detection Bursts (>1.5× avg of 100.5/day)
Oct 15, 2026
14 species
291 detections