| { | |
| "lang":"en", | |
| "name":"textcat_emotion_umberto", | |
| "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":0.9726689611, | |
| "cats_score_desc":"macro AUC", | |
| "cats_micro_p":0.8895643364, | |
| "cats_micro_r":0.878, | |
| "cats_micro_f":0.8837443382, | |
| "cats_macro_p":0.8574269434, | |
| "cats_macro_r":0.8316230152, | |
| "cats_macro_f":0.8437131885, | |
| "cats_macro_auc":0.9726689611, | |
| "cats_f_per_type":{ | |
| "sadness":{ | |
| "p":0.9202898551, | |
| "r":0.9236363636, | |
| "f":0.9219600726 | |
| }, | |
| "fear":{ | |
| "p":0.8256880734, | |
| "r":0.8490566038, | |
| "f":0.8372093023 | |
| }, | |
| "love":{ | |
| "p":0.775147929, | |
| "r":0.7359550562, | |
| "f":0.7550432277 | |
| }, | |
| "anger":{ | |
| "p":0.8880597015, | |
| "r":0.8654545455, | |
| "f":0.876611418 | |
| }, | |
| "surprise":{ | |
| "p":0.8142857143, | |
| "r":0.7037037037, | |
| "f":0.7549668874 | |
| }, | |
| "joy":{ | |
| "p":0.9210903874, | |
| "r":0.9119318182, | |
| "f":0.9164882227 | |
| } | |
| }, | |
| "cats_macro_auc_per_type":0.0, | |
| "transformer_loss":0.0220424234, | |
| "textcat_loss":12.5931168866 | |
| } | |
| } |