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README.md
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@@ -55,6 +55,32 @@ The following hyperparameters were used during training:
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 20.0
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### Framework versions
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- Transformers 4.47.1
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 20.0
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### Testset Results
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| Label | Precision | Recall | F1-Score | Support |
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|---------------------|-----------|--------|----------|---------|
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| ATRIBUICAO | 0.82 | 0.82 | 0.82 | 221 |
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| DECISAO | 0.81 | 0.82 | 0.82 | 544 |
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| FUNCAO | 0.94 | 0.89 | 0.91 | 486 |
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| FUNDAMENTO | 0.89 | 0.83 | 0.86 | 1501 |
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| LOCAL | 0.85 | 0.84 | 0.85 | 245 |
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| ORGANIZACAO | 0.90 | 0.86 | 0.88 | 626 |
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| PEDIDO | 0.86 | 0.81 | 0.83 | 4341 |
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| PESSOA | 0.95 | 0.94 | 0.95 | 654 |
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| REFLEXO | 0.85 | 0.84 | 0.85 | 358 |
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| TIPO_ACAO | 0.93 | 0.89 | 0.91 | 341 |
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| TRIBUNAL | 0.96 | 0.92 | 0.94 | 190 |
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| VALOR_ACORDO | 0.91 | 0.71 | 0.79 | 41 |
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| VALOR_CAUSA | 0.89 | 0.92 | 0.90 | 62 |
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| VALOR_CONDENACAO | 0.89 | 0.76 | 0.82 | 72 |
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| VALOR_CUSTAS | 0.95 | 0.93 | 0.94 | 134 |
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| VALOR_PEDIDO | 0.94 | 0.81 | 0.87 | 308 |
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| VARA | 0.95 | 0.96 | 0.96 | 81 |
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| **micro avg** | 0.88 | 0.84 | 0.86 | 10205 |
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| **macro avg** | 0.90 | 0.86 | 0.88 | 10205 |
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| **weighted avg** | 0.88 | 0.84 | 0.86 | 10205 |
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### Framework versions
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- Transformers 4.47.1
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