Enhancing Writing Proficiency Classification in Developmental Education: The Quest for Accuracy.
Miguel Da CorteJorge BaptistaPublished in: LREC/COLING (2024)
Keyphrases
- classification accuracy
- accuracy rate
- pattern recognition
- predictive accuracy
- decision trees
- high accuracy
- generalization ability
- correct classification
- classification rate
- benchmark datasets
- support vector machine svm
- automatic classification
- classification scheme
- support vector
- pattern classification
- fold cross validation
- prediction accuracy
- support vector machine
- e learning
- feature vectors
- computational cost
- classification algorithm
- distance learning
- language learning
- text classification
- multi class
- feature selection
- st century
- higher education
- svm classifier
- feature space
- learning environment
- feature extraction
- foreign language
- machine learning algorithms