Text Classification
spaCy
Ancient Greek (to 1453)
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{
"lang":"grc",
"name":"grammateus_classifier_documentary_greberta",
"version":"0.0.0",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.8.7,<3.9.0",
"spacy_git_version":"4b65aa7",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"textcat":[
"Epistolary Exchange",
"Objective Statement",
"Recording of Information",
"Transmission of Information"
]
},
"pipeline":[
"transformer",
"textcat"
],
"components":[
"transformer",
"textcat"
],
"disabled":[
],
"performance":{
"cats_score":0.9470167007,
"cats_score_desc":"macro F",
"cats_micro_p":0.9491525424,
"cats_micro_r":0.9491525424,
"cats_micro_f":0.9491525424,
"cats_macro_p":0.952328937,
"cats_macro_r":0.9433497537,
"cats_macro_f":0.9470167007,
"cats_macro_auc":0.9931490193,
"cats_f_per_type":{
"Epistolary Exchange":{
"p":0.9482758621,
"r":0.9482758621,
"f":0.9482758621
},
"Objective Statement":{
"p":0.9230769231,
"r":1.0,
"f":0.96
},
"Recording of Information":{
"p":0.962962963,
"r":0.8965517241,
"f":0.9285714286
},
"Transmission of Information":{
"p":0.975,
"r":0.9285714286,
"f":0.9512195122
}
},
"transformer_loss":19.2871525723,
"textcat_loss":8.5650548864
},
"requirements":[
"spacy-transformers>=1.3.9,<1.4.0",
"spacy>=3.8.7,<3.9.0"
]
}