en_chemner / README.md
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metadata
tags:
  - spacy
  - token-classification
language:
  - en
model-index:
  - name: en_chemner
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.9906542056
          - name: NER Recall
            type: recall
            value: 0.9636363636
          - name: NER F Score
            type: f_score
            value: 0.9769585253
widget:
  - text: >-
      Cinammaldehyde is a fragrant compound found in cinammon. Arachidic acid,
      also known as icosanoic acid, is a saturated fatty acid with a 20-carbon
      chain. Triptane is commonly used as an anti-knock additive in aviation
      fuels. Benzophenone is a widely used building block in organic chemistry,
      being the parent diarylketone. Geraniol is a monoterpenoid and an alcohol.
      It is the primary component of citronella oil and is a primary component
      of rose oil, palmarosa oil.
Feature Description
Name en_chemner
Version 1.0.0
spaCy >=3.6.1,<3.7.0
Default Pipeline tok2vec, ner
Components tok2vec, ner
Vectors 514157 keys, 514157 unique vectors (300 dimensions)
Sources n/a
License n/a
Author n/a

Label Scheme

View label scheme (7 labels for 1 components)
Component Labels
ner ALCOHOL, ALDEHYDE, ALKANE, ALKENE, ALKYNE, C_ACID, KETONE

Accuracy

Type Score
ENTS_F 97.70
ENTS_P 99.07
ENTS_R 96.36
TOK2VEC_LOSS 151.95
NER_LOSS 259.22