EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION.
Steffen EgerErik-Lân Do DinhIlia KuznetsovMasoud KiaeehaIryna GurevychPublished in: CoRR (2017)
Keyphrases
- decision trees
- e learning
- classification accuracy
- neural network
- final classification
- training set
- machine learning
- learning styles
- classifier ensemble
- supervised learning
- pattern recognition
- feature selection
- learning process
- support vector
- feature extraction
- classification algorithm
- learning experience
- machine learning algorithms
- class labels
- decision tree classifiers
- base learners
- regression problems
- random forests
- ensemble classification
- benchmark datasets
- support vector machine svm
- feature vectors
- feature set
- text classification
- learning environment
- learning systems
- multiple classifiers
- weak learners
- majority voting
- image classification
- model selection
- learning activities
- generalization ability
- random forest
- word sense disambiguation
- classification method
- text categorization