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0.0 x990: - 0.0 - 0.0 - 0.0 x991: - 0.0 - 0.0 - 0.0 x992: - 0.0 - 0.0 - 0.0 x993: - 0.0 - 0.0 - 0.0 x994: - 0.0 - 0.0 - 0.0 x995: - 0.0 - 0.0 - 0.0 x996: - 0.0 - 0.0 - 0.0 x997: - 0.0 - 0.0 - 0.0 x998: - 0.0 - 0.0 - 0.0 x999: - 0.0 - 0.0 - 0.0 --- # Model description Middle Dutch NER with PassiveAgressiveClassifier ## Intended uses & limitations This model is not ready to be used in production. ## Training Procedure TESTING ### Hyperparameters The model is trained with below hyperparameters.
Click to expand | Hyperparameter | Value | |---------------------|---------| | C | 1.0 | | average | False | | class_weight | | | early_stopping | False | | fit_intercept | True | | loss | hinge | | max_iter | 1000 | | n_iter_no_change | 5 | | n_jobs | | | random_state | 42 | | shuffle | True | | tol | 0.001 | | validation_fraction | 0.1 | | verbose | 0 | | warm_start | False |
### Model Plot The model plot is below.
PassiveAggressiveClassifier(random_state=42)
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## Evaluation Results You can find the details about evaluation process and the evaluation results. | Metric | Value | |-------------------------|----------| | accuracy including 'O' | 0.901851 | | f1 score including 'O | 0.901851 | | precision excluding 'O' | 0.647887 | | recall excluding 'O' | 0.572852 | | f1 excluding 'O' | 0.608063 | ### Confusion Matrix ![Confusion Matrix](confusion_matrix.png) # How to Get Started with the Model [More Information Needed] # Model Card Authors Alassea TEST # Model Card Contact You can contact the model card authors through following channels: [More Information Needed] # Citation **BibTeX** ``` @inproceedings{...,year={2022}} ```