Token Classification
Transformers
Safetensors
English
bert
ner
File size: 1,407 Bytes
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{
  "overall_precision": 0.42610652663165793,
  "overall_recall": 0.5264133456904542,
  "overall_f1": 0.4709784411276949,
  "overall_accuracy": 0.8332408742926883,
  "person_precision": 0.48659003831417624,
  "person_recall": 0.6512820512820513,
  "person_f1_score": 0.5570175438596492,
  "person_support": 195.0,
  "organization_precision": 0.21637426900584794,
  "organization_recall": 0.25170068027210885,
  "organization_f1_score": 0.23270440251572325,
  "organization_support": 147.0,
  "location_precision": 0.43575418994413406,
  "location_recall": 0.5454545454545454,
  "location_f1_score": 0.48447204968944096,
  "location_support": 143.0,
  "timedate_precision": 0.7853107344632768,
  "timedate_recall": 0.8323353293413174,
  "timedate_f1_score": 0.8081395348837209,
  "timedate_support": 167.0,
  "product_precision": 0.1678832116788321,
  "product_recall": 0.18110236220472442,
  "product_f1_score": 0.17424242424242423,
  "product_support": 127.0,
  "workofart_precision": 0.13636363636363635,
  "workofart_recall": 0.24742268041237114,
  "workofart_f1_score": 0.1758241758241758,
  "workofart_support": 97.0,
  "job_precision": 0.6638655462184874,
  "job_recall": 0.797979797979798,
  "job_f1_score": 0.724770642201835,
  "job_support": 99.0,
  "amount_precision": 0.5398230088495575,
  "amount_recall": 0.5865384615384616,
  "amount_f1_score": 0.5622119815668203,
  "amount_support": 104.0
}