Compliance Credit Score
A 0–100 composite per outlet, updated nightly from 0.45 × recidivism + 0.35 × behavior + 0.20 × location. Trained on 80/20 stratified hold-out from 4,899 outlets.
Accuracy (hold-out)
94.4%
target ≥ 90% per pitch
Macro F1
91.9%
3 classes — Compliant / Watch / Flag
Outlets scored
4,899
3919 train · 980 test
Median credit score
52.3
P25 38 · P75 61
Class distribution
Compliant
3,048 (62.2%)
Watch
1,333 (27.2%)
Flag
518 (10.6%)
Score distribution
0-20
156
21-40
1,233
41-60
2,161
61-80
1,271
81-100
78
High-risk leaderboard
Top 30 · sorted by risk_score desc| Outlet | Class | Risk | Credit | FIRs 5y | FIRs 24m | Border (km) |
|---|---|---|---|---|---|---|
| 1712000-Haritha Highway Resorts And Amrutha Bar 1712000 · Tirupati | Flag | 91.5 | 8.5 | 411 | 128 | 29.5 |
| 24085777-AMRUTHA REST & BAR 24085777 · Visakhapatnam | Flag | 91.0 | 9.0 | 458 | 128 | 33.5 |
| 25B086018-GANESH GARDEN RESTAURANT AND BAR 25B086018 · Visakhapatnam | Flag | 90.9 | 9.1 | 499 | 143 | 32.3 |
| 1715566-Amrutha Rest&bar,thotlakonda 1715566 · Visakhapatnam | Flag | 90.7 | 9.3 | 472 | 124 | 36.1 |
| 25B086036-M/S Ravi Restaurant & Bar 25B086036 · Visakhapatnam | Flag | 90.5 | 9.5 | 469 | 141 | 38.2 |
| 1714120-Radisson Blu Resort Visakhapatnam (a Unit Of Mag L 1714120 · Visakhapatnam | Flag | 90.4 | 9.6 | 472 | 124 | 38.7 |
| 25B086037-M/S New Himalaya Restaurant & Bar 25B086037 · Visakhapatnam | Compliant | 90.3 | 9.7 | 469 | 141 | 38.0 |
| 25B085055-PARADISE BAR AND RESTAURANT 25B085055 · Visakhapatnam | Flag | 90.0 | 10.0 | 469 | 141 | 38.0 |
| 1715806-M/s. Varun Hospitality Pvt Ltd, Varun Beach, 1715806 · Visakhapatnam | Flag | 90.0 | 10.0 | 458 | 128 | 33.4 |
| 25B086024-M/s Ganesh Restaurant & Bar 25B086024 · Visakhapatnam | Flag | 89.6 | 10.4 | 469 | 141 | 38.1 |
| 25B085047-THE CRAVE RESTO BAR 25B085047 · Visakhapatnam | Flag | 89.3 | 10.7 | 472 | 124 | 38.6 |
| 1714466-East Point Golf Club 1714466 · Visakhapatnam | Flag | 88.7 | 11.3 | 417 | 131 | 36.9 |
| 25B089025-M/s Lemon Tree Premiere a Restaurant & Bar 25B089025 · Tirupati | Watch | 88.6 | 11.4 | 386 | 110 | 4.1 |
| 25B086006-M/s Vijaya Garden Restaurant & Bar 25B086006 · Visakhapatnam | Flag | 88.4 | 11.6 | 469 | 141 | 38.1 |
| 24089035-M/s EDEN PARK Wines 24089035 · Tirupati | Watch | 88.4 | 11.6 | 386 | 110 | 2.7 |
| 25B089002-2B12 25B089002 · Tirupati | Watch | 88.4 | 11.6 | 386 | 110 | 1.0 |
| 25B086021-M/s Rama Krishna Restaurant & Bar (RK) 25B086021 · Visakhapatnam | Flag | 88.2 | 11.8 | 469 | 141 | 38.5 |
| 1714869-M/s. Iron Hill (stone Water Breweries Rest. & Ba 1714869 · Visakhapatnam | Flag | 88.2 | 11.8 | 417 | 131 | 41.6 |
| 25B089021-2B7 25B089021 · Tirupati | Watch | 88.2 | 11.8 | 386 | 110 | 2.1 |
| 1714486-Vizag Filmnagar Cultural Center 1714486 · Visakhapatnam | Flag | 88.2 | 11.8 | 472 | 124 | 36.6 |
| 1715585-Anrutha Rest&bar,rushikonda 1715585 · Visakhapatnam | Flag | 88.0 | 12.0 | 472 | 124 | 38.1 |
| 25B085056-MAHAA HOSPITALITIES LLP 25B085056 · Visakhapatnam | Flag | 87.9 | 12.1 | 417 | 131 | 41.0 |
| 1712021-Haritha Highway Resorts And Amrutha Bar 1712021 · Tirupati | Watch | 87.9 | 12.1 | 389 | 113 | 23.2 |
| 25B086020-M/s SRAVANI RESTAURANT AND BAR 25B086020 · Visakhapatnam | Flag | 87.9 | 12.1 | 469 | 141 | 38.6 |
| 25B085030-STONE WATER HOSPITALITY RESTAURANT & BAR 25B085030 · Visakhapatnam | Flag | 87.8 | 12.2 | 472 | 124 | 37.4 |
| 25B085033-SRINIVASA GARDEN RESTAURANT AND BAR 25B085033 · Visakhapatnam | Flag | 87.7 | 12.3 | 469 | 141 | 35.5 |
| 25B086014-M/s Supraja’s Swinger Restaurant & Bar 25B086014 · Visakhapatnam | Flag | 87.4 | 12.6 | 472 | 124 | 34.3 |
| 1714508-The Park Hotel Restaurant And Bar 1714508 · Visakhapatnam | Flag | 87.4 | 12.6 | 417 | 131 | 42.6 |
| 25B089001-2B04 25B089001 · Tirupati | Watch | 87.4 | 12.6 | 386 | 110 | 0.6 |
| 1714550-M/s Dhs Restaurant&bar(5 Star Hotel) 1714550 · Tirupati | Watch | 87.3 | 12.7 | 386 | 110 | 2.9 |