meta.json

{
 "lang":"tr",
 "name":"MammoBiradsScore",
 "version":"0.0.0",
 "description":"",
 "author":"",
 "email":"",
 "url":"",
 "license":"",
 "spacy_version":">=3.7.5,<3.8.0",
 "spacy_git_version":"a6d0fc360",
 "vectors":{
 "width":0,
 "vectors":0,
 "keys":0,
 "name":null
 },
 "labels":{
 "transformer":[

 ],
 "textcat":[
 "BIRADS1",
 "BIRADS2",
 "BIRADS3",
 "BIRADS4",
 "BIRADS5"
 ]
 },
 "pipeline":[
 "transformer",
 "textcat"
 ],
 "components":[
 "transformer",
 "textcat"
 ],
 "disabled":[

 ],
 "performance":{
 "cats_score":0.9610697546,
 "cats_score_desc":"macro F",
 "cats_micro_p":0.98,
 "cats_micro_r":0.98,
 "cats_micro_f":0.98,
 "cats_macro_p":0.9822368421,
 "cats_macro_r":0.945,
 "cats_macro_f":0.9610697546,
 "cats_macro_auc":0.998874664,
 "cats_f_per_type":{
 "BIRADS1":{
 "p":1.0,
 "r":0.8,
 "f":0.8888888889
 },
 "BIRADS2":{
 "p":0.9736842105,
 "r":0.925,
 "f":0.9487179487
 },
 "BIRADS3":{
 "p":0.9375,
 "r":1.0,
 "f":0.9677419355
 },
 "BIRADS4":{
 "p":1.0,
 "r":1.0,
 "f":1.0
 },
 "BIRADS5":{
 "p":1.0,
 "r":1.0,
 "f":1.0
 }
 },
 "transformer_loss":0.0000000093,
 "textcat_loss":0.0000000086
 },
 "requirements":[
 "spacy-transformers>=1.3.5,<1.4.0"
 ]
}