I am fairly new to prodigy. But I have a great user experience. That said I have leveraged your tool for NER and Text classification. I would like to understand on how to interpret the output of ner train recipe ! I have attached a screenshot of one of the outputs here. NER_EN_2_t5|690x328
Thank you and look forward to hearing from you!
KS
The NER training recipe outputs some simplified accuracy statistics. Specifically, accuracy refers to:
(number of correct predictions) / (number of total predictions + number of missed entities)
If you need to customize the reporting, you can either make a custom recipe with the extra accuracy logging you need, or you could also export the data and train with a different software package, for instance you could use spacy train, which outputs slightly more detailed stats.