Improve accuracy of the Spacy model

[justindujardin]

@ameyn21

So, I have trained the 'en_core_web_md' model of Spacy to identify diseases and named this new entity "MEDICAL". (I have used 500 sentences having diseases mentioned in it.)

Hi @ameyn21,

I can't comment on all of your spaCy steps, but I think you don't have enough data for what you're trying to do.

If you're training a new entity type, I recommend checking out the flowchart that @ines put together. You can find it here: Annotation Flowchart: Named Entity Recognition

The first item on the flowchart says if you don't have > 1000 items, gather more data