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license: cc-by-nc-4.0 |
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[allenai/tk-instruct-base-def-pos](https://huggingface.co/allenai/tk-instruct-base-def-pos) model fined tuned on custom pyabsa english model from 'ATEPC_ENGLISH_CHECKPOINT' auto annotated hospital reviews [keywords,polarity] dataset. |
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Training Results: |
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Epoch|Training Loss|Validation Loss |
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1|0.150800|0.112104 |
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2|0.103700|0.074400 |
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3|0.074500|0.065034 |
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4|0.065900|0.062676 |
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5|0.059700|0.058017 |
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6|0.050700|0.056635 |
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7|0.046500|0.056589 |
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8|0.046300|0.056924 |
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Evaluation Results: |
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Train Precision: 0.9516791241183282 |
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Train Recall: 0.9584393553859203 |
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Train F1: 0.9550472769531456 |
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Test Precision: 0.9533479692645445 |
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Test Recall: 0.9540461369461736 |
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Test F1: 0.953696925329429 |
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UnseenTest Precision: 0.9549444119368051 |
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UnseenTest Recall: 0.9538281706604325 |
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UnseenTest F1: 0.9543859649122807 |
