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## 4. Modeling
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## 4. Modeling
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### Conditional Random Fields
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### Conditional Random Fields
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To train a CRF on a new dataset, see [this notebook](notebooks/models/CRF).
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To train a CRF on a new dataset, see [this notebook](notebooks/models/CRF.ipynb).
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To evaluate a CRF model, see [this notebook](notebooks/models/CRF.ipynb) or [this class](presidio_evaluator/crf_evaluator.py).
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To evaluate a CRF model, see the the [same notebook](notebooks/models/CRF.ipynb) or [this class](presidio_evaluator/crf_evaluator.py).
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### spaCy based models
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### spaCy based models
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There are three ways of interacting with spaCy models:
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There are three ways of interacting with spaCy models:
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