text-classification es license:openrail region:us
---
language:
- es
license: openrail
metrics:
- accuracy
pipeline_tag: text-classification
---

Text classification model for threat detection in Spanish.

We define threat messages as messages containing threats, support of violence, or harm towards a person or group of people.

It is trained on the XML-RobertA (xlm-roberta-base) model with a dataset of 364.793 messages from online sources.

Parameters
          "learning_rate": 1e-5,
          "weight_decay": 0.01,
          "opimizer": "Adam",
          "eps": 1e-08,
          "num_labels": 2,
          "output_attentions": "True",
          "output_hidden_states": "False",
          "number_epoch": 3,
          "batch-size": 16