Models for effective categorization and classification of texts into specific thematic groups (using gender and criminal themes as examples).
Nina KhairovaYevhen KupriianovAnzhelika VorzhevitinaOleksandr ShanidzePublished in: COLINS (4) (2024)
Keyphrases
- classification models
- accurate models
- automatic classification
- pattern recognition
- probabilistic model
- machine learning
- benchmark datasets
- model selection
- domain specific
- machine learning algorithms
- classification algorithm
- image categorization
- hierarchical classification
- narrative structure
- preprocessing
- support vector
- text categorization
- bayesian networks
- training set
- pattern classification
- feature selection
- statistically significant
- automatic categorization
- data sets
- learning models
- feature extraction
- text classification
- text mining
- classification accuracy