{ "lang":"en", "name":"covid19_ner", "version":"0.0.0", "description":"COVID 19 Bio Annotations", "author":"Santosh Tirunagai", "email":"", "url":"", "license":"", "spacy_version":">=3.2.4,<3.3.0", "spacy_git_version":"b50fe5ec6", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "transformer":[ ], "ner":[ "ANAT", "CHED", "COMP", "DISO", "ENZY", "FUNC", "PATH", "PRGE", "PROC", "SPEC" ] }, "pipeline":[ "transformer", "ner" ], "components":[ "transformer", "ner" ], "disabled":[ ], "performance":{ "ents_f":0.9249569618, "ents_p":0.9139786332, "ents_r":0.9362022309, "ents_per_type":{ "SPEC":{ "p":0.9346619576, "r":0.9713574097, "f":0.9526564459 }, "COMP":{ "p":0.9343240652, "r":0.956329735, "f":0.9451988361 }, "PRGE":{ "p":0.7530294287, "r":0.7559739319, "f":0.7544988075 }, "DISO":{ "p":0.9230836086, "r":0.9511059371, "f":0.9368852821 }, "ANAT":{ "p":0.9309488886, "r":0.9414650844, "f":0.936177455 }, "PROC":{ "p":0.9443768257, "r":0.9588482452, "f":0.9515575178 }, "CHED":{ "p":0.9252268603, "r":0.9482886905, "f":0.9366158369 }, "FUNC":{ "p":0.9242160279, "r":0.9515695067, "f":0.9376933274 }, "PATH":{ "p":0.9160839161, "r":0.9277620397, "f":0.9218859958 }, "ENZY":{ "p":0.8827751196, "r":0.8367346939, "f":0.8591385332 }, "MRNA":{ "p":0.0, "r":0.0, "f":0.0 } }, "transformer_loss":3117.6802561672, "ner_loss":3711.7150383468 }, "requirements":[ "spacy-transformers>=1.1.5,<1.2.0" ] }