Table 10 Comparison on a Full-Retrain with Partial Update on Online-Updating Approach on ActivePMFv2 model learning (Feature k = 20; No of Work Done = 11,000; Batch = 1)
| ActivePMFv2 model | MAE | RMSE | Avg Runtime per Work Done (min) |
|---|---|---|---|
| Full Retrain | 0.0156 | 0.0845 | 3.839 |
| Online-Updating (Partial = 0.001) | 0.0156 | 0.0845 | 3.374 |