AI Predictions Today
247
↑ 12 new predictions
Prediction Accuracy
89.4%
↑ 2.1% vs last month
Critical Alerts
7
Require immediate action
Sectors Analyzed
33 of 33
100% coverage
AI Sector Risk Heatmap
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Watch
AI Predictions Feed
🔴 Sector 21 — Water Supply Overload
Next 48h
92% confidence
🟡 Sector 14 — Drainage Failure
Next 48h
82% confidence
🟢 Sector 6 — Park Maintenance Spike
Next week
65% confidence
🟡 Sector 8 — Road Damage Risk
Next 48h
71% confidence
🔵 Sector 19 — Electricity Complaints
Next week
58% confidence
🌳 Sector 3 — Green Area Encroachment
Next week
61% confidence
⚫ Sector 27 — Waste Management
Next week
54% confidence
🌳 Environmental Forecast
Green area complaint forecast: +12% next week ⚠
Sector 6: Park maintenance +65% confidence
Model Performance
Accuracy
89.4%
F1 Score
0.87
Recall
91.2%
🔄 Last retrained: 2 hours ago