| { | |
| "lang":"it", | |
| "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":0.9606266468, | |
| "cats_score_desc":"macro AUC", | |
| "cats_micro_p":0.8803506962, | |
| "cats_micro_r":0.8535, | |
| "cats_micro_f":0.866717441, | |
| "cats_macro_p":0.8639255472, | |
| "cats_macro_r":0.7865283499, | |
| "cats_macro_f":0.8133533698, | |
| "cats_macro_auc":0.9606266468, | |
| "cats_f_per_type":{ | |
| "sadness":{ | |
| "p":0.9100917431, | |
| "r":0.9018181818, | |
| "f":0.9059360731 | |
| }, | |
| "fear":{ | |
| "p":0.7875, | |
| "r":0.891509434, | |
| "f":0.8362831858 | |
| }, | |
| "love":{ | |
| "p":0.8585858586, | |
| "r":0.4775280899, | |
| "f":0.6137184116 | |
| }, | |
| "anger":{ | |
| "p":0.853046595, | |
| "r":0.8654545455, | |
| "f":0.8592057762 | |
| }, | |
| "surprise":{ | |
| "p":0.8709677419, | |
| "r":0.6666666667, | |
| "f":0.7552447552 | |
| }, | |
| "joy":{ | |
| "p":0.9033613445, | |
| "r":0.9161931818, | |
| "f":0.9097320169 | |
| } | |
| }, | |
| "cats_macro_auc_per_type":0.0, | |
| "transformer_loss":0.2910893976, | |
| "textcat_loss":219.5271867933 | |
| } | |
| } |