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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