| { | |
| "lang":"en", | |
| "name":"textcat_emotion_xlm", | |
| "version":"0.0.1", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.0.7,<3.1.0", | |
| "spacy_git_version":"034ac0acf", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "textcat":[ | |
| "sadness", | |
| "fear", | |
| "love", | |
| "anger", | |
| "surprise", | |
| "joy" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "textcat" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "textcat" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "cats_score":0.9743456777, | |
| "cats_score_desc":"macro AUC", | |
| "cats_micro_p":0.8844422211, | |
| "cats_micro_r":0.884, | |
| "cats_micro_f":0.8842210553, | |
| "cats_macro_p":0.8590562081, | |
| "cats_macro_r":0.8446149917, | |
| "cats_macro_f":0.8501112916, | |
| "cats_macro_auc":0.9743456777, | |
| "cats_f_per_type":{ | |
| "sadness":{ | |
| "p":0.9287054409, | |
| "r":0.9, | |
| "f":0.9141274238 | |
| }, | |
| "fear":{ | |
| "p":0.8154506438, | |
| "r":0.8962264151, | |
| "f":0.8539325843 | |
| }, | |
| "love":{ | |
| "p":0.7540106952, | |
| "r":0.7921348315, | |
| "f":0.7726027397 | |
| }, | |
| "anger":{ | |
| "p":0.9, | |
| "r":0.8509090909, | |
| "f":0.8747663551 | |
| }, | |
| "surprise":{ | |
| "p":0.8507462687, | |
| "r":0.7037037037, | |
| "f":0.7702702703 | |
| }, | |
| "joy":{ | |
| "p":0.9054242003, | |
| "r":0.9247159091, | |
| "f":0.9149683767 | |
| } | |
| }, | |
| "cats_macro_auc_per_type":0.0, | |
| "transformer_loss":0.0227810348, | |
| "textcat_loss":5.2769021035 | |
| } | |
| } |