Token Classification
Transformers
Safetensors
English
bert
ner
File size: 1,375 Bytes
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{
  "overall_precision": 0.42148148148148146,
  "overall_recall": 0.5273401297497683,
  "overall_f1": 0.4685055578427336,
  "overall_accuracy": 0.8269166759125708,
  "person_precision": 0.4612546125461255,
  "person_recall": 0.6410256410256411,
  "person_f1_score": 0.5364806866952789,
  "person_support": 195.0,
  "organization_precision": 0.2,
  "organization_recall": 0.21768707482993196,
  "organization_f1_score": 0.20846905537459287,
  "organization_support": 147.0,
  "location_precision": 0.43169398907103823,
  "location_recall": 0.5524475524475524,
  "location_f1_score": 0.48466257668711654,
  "location_support": 143.0,
  "timedate_precision": 0.7921348314606742,
  "timedate_recall": 0.844311377245509,
  "timedate_f1_score": 0.817391304347826,
  "timedate_support": 167.0,
  "product_precision": 0.17142857142857143,
  "product_recall": 0.1889763779527559,
  "product_f1_score": 0.1797752808988764,
  "product_support": 127.0,
  "workofart_precision": 0.1276595744680851,
  "workofart_recall": 0.24742268041237114,
  "workofart_f1_score": 0.16842105263157897,
  "workofart_support": 97.0,
  "job_precision": 0.6991150442477876,
  "job_recall": 0.797979797979798,
  "job_f1_score": 0.7452830188679246,
  "job_support": 99.0,
  "amount_precision": 0.5555555555555556,
  "amount_recall": 0.625,
  "amount_f1_score": 0.5882352941176471,
  "amount_support": 104.0
}