Model based on BETO por classification of political agendas.
The agendas are:
- Gobierno y Administraci贸n P煤blica
- Macroeconom铆a
- Crimen y justicia
- Educaci贸n y cultura
- Pol铆tica social
- Pol铆tica Exterior
- Pol铆tica industrial y comercio
- Agricultura e industria pesquera
- Derechos, libertades civiles, problemas relativos a las minor铆as
- Salud
- Comercio exterior
- Energ铆a
- Trabajo
- Medio Ambiente
- Transporte
- Investigaci贸n, tecnolog铆a y comunicaciones
- Planificaci贸n urban铆stica y pol铆tica de vivienda
- Recursos naturales y gesti贸n del agua
- Pol铆tica de defensa
- Inmigraci贸n y refugiados
The model is trained using hyper-parameter tuning (10 trials) with Bayesian Optimization.
The best results achieved a macro F1-score of 68.90, a learnig rate of 2.269394114522862e-05, 3 training epochs, training batch size of 16, 250 warmup steps, and weight decay of 0.29852850725409763,254.688064575195
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