Retraining schedule
Retraining a model is scheduled every 2 months or after 3 or 4 weeks after a significant change in market dynamics. The current retraining schedule for both PD and P7DAY follows:
Retrained model release dates | Retraining process and model changes |
|---|---|
6th June 2023 | The previous model consumed training data up Emphasis |
1st August 2023 | |
Maybe October 2023 |
Retraining an existing model
Once a model is released to pd4castr it will be periodically retrained to include the most recent historical data. Hyper parameters and weighting variables used by the MLA in the training process may also be adjusted. Note that the model_id will not change.
Training a new model
If a model is released that was trained using new features (input training variables) or that uses a different MLA then a new model will be released with a new model_id.