Token Classification
Transformers
Safetensors
English
bert
ner
File size: 1,384 Bytes
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{
  "overall_precision": 0.9539951573849879,
  "overall_recall": 0.9708781362007168,
  "overall_f1": 0.9623626068613301,
  "overall_accuracy": 0.9948478767829058,
  "person_precision": 0.9862857142857143,
  "person_recall": 0.9953863898500577,
  "person_f1_score": 0.9908151549942594,
  "person_support": 867.0,
  "organization_precision": 0.9662162162162162,
  "organization_recall": 0.9711375212224108,
  "organization_f1_score": 0.9686706181202371,
  "organization_support": 589.0,
  "location_precision": 0.9738562091503268,
  "location_recall": 0.9834983498349835,
  "location_f1_score": 0.9786535303776683,
  "location_support": 606.0,
  "timedate_precision": 0.978978978978979,
  "timedate_recall": 0.9834087481146304,
  "timedate_f1_score": 0.981188863807374,
  "timedate_support": 663.0,
  "product_precision": 0.9625984251968503,
  "product_recall": 0.9607072691552063,
  "product_f1_score": 0.9616519174041297,
  "product_support": 509.0,
  "workofart_precision": 0.9707207207207207,
  "workofart_recall": 0.9729119638826185,
  "workofart_f1_score": 0.971815107102593,
  "workofart_support": 443.0,
  "job_precision": 0.7661691542288557,
  "job_recall": 0.875,
  "job_f1_score": 0.8169761273209549,
  "job_support": 352.0,
  "amount_precision": 0.9527027027027027,
  "amount_recall": 0.9724137931034482,
  "amount_f1_score": 0.9624573378839592,
  "amount_support": 435.0
}