Nova-Wang at SemEval-2020 Task 12: OffensEmblert: An Ensemble ofOffensive Language Classifiers.
Susan WangZita MarinhoPublished in: SemEval@COLING (2020)
Keyphrases
- ensemble learning
- ensemble classifier
- multiple classifiers
- training data
- classifier ensemble
- majority voting
- ensemble pruning
- training set
- final classification
- multiple classifier systems
- decision tree classifiers
- individual classifiers
- class label noise
- decision trees
- feature selection
- combining classifiers
- ensemble methods
- weak classifiers
- majority vote
- machine learning algorithms
- base classifiers
- feature set
- randomized trees
- naive bayes
- ensemble classification
- weighted voting
- programming language
- mining concept drifting data streams
- language learning
- diversity measures
- concept drifting data streams
- classification models
- support vector
- one class support vector machines
- rule induction algorithm
- natural language
- neural network
- classifier combination
- imbalanced data
- benchmark datasets
- computational linguistics
- svm classifier
- random forest
- word sense disambiguation
- classification accuracy
- multi class
- ensemble members
- weak learners
- trained classifiers
- sense disambiguation
- class labels
- linear classifiers
- bias variance decomposition