Retraining a model is scheduled every 3 months or following a significant change in market dynamics. The current retraining schedule for both PD and P7DAY follows:
Status | Retrained model release dates | Retraining process and model changes |
|---|---|---|
Future | 25th January 2024 | |
Completed | 9th November 2023 | Retrained model resulted in 5% and 10%-15% improvement compared to the old predispatch and 7day models respectively. No changes to the feature list nor the hyper parameters. |
Completed | 8th August 2023 | Significant improvement compared to old model. Refer to current model description page to see error metric improvements. |
Completed | 6th June 2023 | No material improvements to the model could be made, hence the model has not changed. |