| { |
| "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 |
| } |
| } |
