High Risk Signals
0
Suspicious Signals
0
Average Score
0.0%
Avg Overdue Days
0.00
Score Distribution (% buckets)
Risk Band Distribution
Top Contributing Factors
Isolation Forest: Outlier Analysis
Mapping agents by Loan/Premium Ratio (X) and Anomaly Score (Y).
Top Anomaly Signals
| Signal | Sales ID | Policy | Score | Risk | Overdue | Top Factors |
|---|---|---|---|---|---|---|
| AN-0001 | AG1001 | PL900001 | 62.2% | suspicious | 18 | payer identity, status transition, rules |
| AN-0045 | AG1005 | PL900045 | 59.2% | suspicious | 0 | loan, status transition, rules |
| AN-0041 | AG1001 | PL900041 | 54.0% | suspicious | 10 | status transition, rules, loan |
| AN-0023 | AG1003 | PL900023 | 40.1% | normal | 0 | status transition, rules, payer identity |
| AN-0013 | AG1003 | PL900013 | 37.1% | normal | 18 | loan, payment behavior, network |
| AN-0037 | AG1007 | PL900037 | 36.7% | normal | 18 | loan, payment behavior, payer identity |
| AN-0012 | AG1002 | PL900012 | 36.0% | normal | 0 | status transition, rules, payer identity |
| AN-0034 | AG1004 | PL900034 | 36.0% | normal | 0 | status transition, rules, payer identity |
| AN-0025 | AG1005 | PL900025 | 30.9% | normal | 18 | loan, payment behavior, network |
| AN-0029 | AG1009 | PL900029 | 26.8% | normal | 0 | loan, network, payment behavior |
| AN-0019 | AG1009 | PL900019 | 24.1% | normal | 18 | payment behavior, payer identity, network |
| AN-0009 | AG1009 | PL900009 | 23.0% | normal | 0 | loan, network, payment behavior |