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# hate-social-network-adversarial

Este modelo es una version of [esmarquez17/fine-tunning-roberta-bne-hate-offensive](https://huggingface.co/esmarquez17/fine-tunning-roberta-bne-hate-offensive) on an unknown dataset.
evaluado con un conjunto de datos semEvaml-2019 con generación de datos adversariales:


## Model description

- Modelo Base con fine-tunning de Roberta-BNE en un corpus de guiones de teatro
- Modelo entrenado con un conjunto de datos adversarios propuestos

## Training and evaluation data

- Entrenado en corpus base SemEval-spanish
- Validado SemEval-spanish
- Testeado en corpus: HATERNET y HATECHECK

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- optimizer: {'name': 'Adam', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 1e-05, 'decay_steps': 9385, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}
- training_precision: float32

### Training results
Training 
{
  Exactitud 0.9702
  Precisión 0.9622
  F1-score 0.9615
  Recall 0.9609
}
Validacion
{ Exactitud 0.8520
  Precisión 0.8558
  F1-score 0.8279
  Recall 0.8018
}

### Framework versions

- Transformers 4.35.2
- TensorFlow 2.14.0
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_keras_callback"], "base_model": "esmarquez17/fine-tunning-roberta-bne-hate-offensive", "model-index": [{"name": "hate-social-network-adversarial", "results": []}]}
transformers tf roberta text-classification generated_from_keras_callback base_model:esmarquez17/fine-tunning-roberta-bne-hate-offensive license:apache-2.0 autotrain_compatible endpoints_compatible region:us