Priyanka-Balivada's picture
Update spaCy pipeline
faf95b2 verified
{
"lang":"en",
"name":"Resume_Matching_Keywords",
"version":"0.0.0",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.7.4,<3.8.0",
"spacy_git_version":"bff8725f4",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"ner":[
"CERTIFICATIONS",
"CGPA",
"EMAIL",
"EXPERIENCE",
"LOCATION",
"NAME",
"PHONE",
"QUALIFICATION",
"SCORES",
"SKILLS"
]
},
"pipeline":[
"transformer",
"ner"
],
"components":[
"transformer",
"ner"
],
"disabled":[
],
"performance":{
"ents_f":0.7220216606,
"ents_p":0.6585136406,
"ents_r":0.799086758,
"ents_per_type":{
"NAME":{
"p":1.0,
"r":0.8095238095,
"f":0.8947368421
},
"PHONE":{
"p":0.8,
"r":0.8,
"f":0.8
},
"EXPERIENCE":{
"p":1.0,
"r":1.0,
"f":1.0
},
"SKILLS":{
"p":0.6395112016,
"r":0.7899371069,
"f":0.706809229
},
"LOCATION":{
"p":0.0,
"r":0.0,
"f":0.0
},
"QUALIFICATION":{
"p":0.0,
"r":0.0,
"f":0.0
},
"EMAIL":{
"p":0.8823529412,
"r":0.8823529412,
"f":0.8823529412
},
"CGPA":{
"p":1.0,
"r":1.0,
"f":1.0
}
},
"transformer_loss":123.2697031057,
"ner_loss":194.832197906
},
"requirements":[
"spacy-transformers>=1.3.4,<1.4.0"
]
}