Participation of ESCOM's NLP Group at PoliticES-IberLEF2023: Voting Ensemble and Basic Machine Learning Methods Applied to Political Ideology.
Ana-María Acosta-PachecoDiana-Paola De-La-Cruz-SierraHannah GuJosé-Manuel Suárez-BautistaJorge Hernández-EspinozaMauricio-Gael Hernández-LomLuis-Ricardo Merino-VázquezOmar Juárez GambinoPublished in: IberLEF@SEPLN (2023)
Keyphrases
- machine learning methods
- ensemble methods
- machine learning
- machine learning approaches
- machine learning algorithms
- natural language
- majority voting
- learning algorithm
- decision making
- natural language processing
- ensemble learning
- feature selection
- information extraction
- base classifiers
- random forest
- voting schemes