| { | |
| "lang":"en", | |
| "name":"SkillExtraction", | |
| "version":"0.0.0", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.5.3,<3.6.0", | |
| "spacy_git_version":"512241e12", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":514157, | |
| "keys":514157, | |
| "name":"en_vectors" | |
| }, | |
| "labels":{ | |
| "tok2vec":[ | |
| ], | |
| "ner":[ | |
| "DESIGNATION", | |
| "EDUCATION", | |
| "EMAIL", | |
| "LANGUAGE", | |
| "NAME", | |
| "PHONE", | |
| "PLACE", | |
| "SKILL" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "tok2vec", | |
| "ner" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.9622157007, | |
| "ents_p":0.9513964454, | |
| "ents_r":0.973283859, | |
| "ents_per_type":{ | |
| "NAME":{ | |
| "p":0.9871794872, | |
| "r":1.0, | |
| "f":0.9935483871 | |
| }, | |
| "EMAIL":{ | |
| "p":0.9871794872, | |
| "r":1.0, | |
| "f":0.9935483871 | |
| }, | |
| "PHONE":{ | |
| "p":0.9875, | |
| "r":1.0, | |
| "f":0.9937106918 | |
| }, | |
| "PLACE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "SKILL":{ | |
| "p":0.9300699301, | |
| "r":0.9669530734, | |
| "f":0.9481529488 | |
| }, | |
| "DESIGNATION":{ | |
| "p":0.9592875318, | |
| "r":0.9666666667, | |
| "f":0.962962963 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.9974226804, | |
| "r":0.987244898, | |
| "f":0.9923076923 | |
| }, | |
| "EDUCATION":{ | |
| "p":0.9545454545, | |
| "r":0.9545454545, | |
| "f":0.9545454545 | |
| } | |
| }, | |
| "tok2vec_loss":155.4770828798, | |
| "ner_loss":1055.7396795271 | |
| }, | |
| "requirements":[ | |
| ] | |
| } |