I want to perform a hyperparameter tuning of a custom spaCy NER model. I understand that the hyperparameters and their values are specified in the
I have reviewed this documentation on hyperparameters in spaCy:
- FAQ: Guide to understanding hyperparameters in spaCy
- Fine tuning Vs. Training Spacy NER
- Hyperparameter tuning of custom components
I read in 1) that " “If you want to do hyperparameter tuning in spaCy, keep in mind that the right parameters to tune are always directly linked to the kind of data you're working with. ”"
However, I have not found any documentation on which hyperparameters are critical and worthwhile for tuning a NER model. Any recommendations?
Thank you very much.