TueMix at SemEval-2020 Task 9: Logistic Regression with Linguistic Feature Set.
Elizabeth BearDiana Constantina HoefelsMihai ManolescuPublished in: SemEval@COLING (2020)
Keyphrases
- logistic regression
- feature set
- word sense disambiguation
- linguistic features
- feature selection
- classification accuracy
- naive bayes
- decision trees
- support vector
- random forest
- credit scoring
- feature vectors
- feature extraction
- feature space
- fold cross validation
- linear support vector machines
- logistic regression models
- odds ratio
- natural language processing
- random forests
- kernel function
- selected features
- loss function
- classification models
- natural language
- linear svm
- logistic model
- class labels
- part of speech
- principal components
- semi supervised learning
- wordnet
- text classification
- training data