Interactive Forecast Results
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Filters & Controls
Key Performance Indicators
247,590
Total Rows
12.75%
Base Rate
21.79%
Alert Rate
0.3800
F1 Score
0.3012
Precision
0.5146
Recall
0.3294
PR-AUC
0.7661
ROC-AUC
Confusion Matrix
| Predicted Positive | Predicted Negative | Total | |
|---|---|---|---|
| Actual Positive | 16,247 | 15,323 | 31,570 |
| Actual Negative | 37,694 | 178,326 | 216,020 |
Category Performance
Score Statistics
Alert Rate vs Base Rate by Category
Top-Risk NTA-Category Results
| Category | Rows | Positives | Base Rate | Predicted + | Alert Rate | F1 | Precision | Recall | ROC-AUC |
|---|---|---|---|---|---|---|---|---|---|
| Noise | 27,510 | 3,982 | 14.47% | 7,132 | 25.93% | 0.4423 | 0.3446 | 0.6173 | 0.7952 |
| Housing & Building | 27,510 | 3,720 | 13.52% | 5,190 | 18.87% | 0.4049 | 0.3476 | 0.4849 | 0.7803 |
| Public Safety | 27,510 | 3,536 | 12.85% | 5,980 | 21.74% | 0.3968 | 0.3157 | 0.5339 | 0.7812 |
| Water/Sewer | 27,510 | 3,462 | 12.58% | 5,131 | 18.65% | 0.3964 | 0.3319 | 0.4919 | 0.7822 |
| Other | 27,510 | 3,620 | 13.16% | 6,838 | 24.86% | 0.3725 | 0.2849 | 0.5381 | 0.7557 |
| Parking/Traffic | 27,510 | 3,586 | 13.04% | 6,611 | 24.03% | 0.3644 | 0.2810 | 0.5181 | 0.7470 |
| Environment | 27,510 | 2,896 | 10.53% | 5,951 | 21.63% | 0.3585 | 0.2665 | 0.5477 | 0.7830 |
| Infrastructure | 27,510 | 3,596 | 13.07% | 6,183 | 22.48% | 0.3495 | 0.2764 | 0.4753 | 0.7297 |
| Sanitation | 27,510 | 3,172 | 11.53% | 4,925 | 17.90% | 0.3194 | 0.2625 | 0.4076 | 0.7300 |