| { | |
| "lang":"en", | |
| "name":"textcat_multilabel_genre", | |
| "version":"0.0.4", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.6.0,<3.7.0", | |
| "spacy_git_version":"6fc153a26", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "textcat_multilabel":[ | |
| "CONV", | |
| "FICTION", | |
| "MAGAZINE" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "textcat_multilabel" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "textcat_multilabel" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "cats_score":0.9999883114, | |
| "cats_score_desc":"macro AUC", | |
| "cats_micro_p":0.9986999856, | |
| "cats_micro_r":0.9985076782, | |
| "cats_micro_f":0.9986038226, | |
| "cats_macro_p":0.9986181892, | |
| "cats_macro_r":0.9985202574, | |
| "cats_macro_f":0.9985683727, | |
| "cats_macro_auc":0.9999883114, | |
| "cats_f_per_type":{ | |
| "CONV":{ | |
| "p":0.9990641711, | |
| "r":0.999331372, | |
| "f":0.9991977537 | |
| }, | |
| "FICTION":{ | |
| "p":0.999720084, | |
| "r":0.9972078738, | |
| "f":0.9984623987 | |
| }, | |
| "MAGAZINE":{ | |
| "p":0.9970703125, | |
| "r":0.9990215264, | |
| "f":0.9980449658 | |
| } | |
| }, | |
| "cats_macro_auc_per_type":0.0, | |
| "transformer_loss":0.0712949916, | |
| "textcat_multilabel_loss":0.9368427598 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.2.5,<1.3.0" | |
| ] | |
| } |