retraining · JOB-9281 · 62%
Models6catalog
Prod healthy4 / 62 need attention
Avg MAPE9.6%↓ 0.4pp wk
Drift hotspots3features
RLHF accept74%↑ 3pp 7d
Active jobs21 queued
Policy verv3.14auto-promoted
Data Health Source Sync Prediction Store Model Catalog Version Detail Training Jobs Drift Monitor RLHF Feedback
Global PSI0.18watch
Drifted features3 / 9above threshold
Critical drift1fuel_price_idx
Conf degradation−4%14d
Auto-actions2retrains queued
Feature drift heatmap
14d window · PSI + drift score| Feature | Drift | PSI | Importance | 14-day pattern | Trend |
|---|---|---|---|---|---|
| fuel_price_idx | 0.42 | 0.31 | |||
| carrier_otp_30d | 0.34 | 0.24 | |||
| lane_mileage | 0.04 | 0.02 | |||
| accessorial_rate | 0.28 | 0.19 | |||
| tender_lead_hrs | 0.12 | 0.08 | |||
| weight_density | 0.06 | 0.04 | |||
| customer_volume_30d | 0.18 | 0.12 | |||
| weather_severity | 0.24 | 0.17 | |||
| dock_dwell_min | 0.09 | 0.06 |