EmotionGIF-Yankee: A Sentiment Classifier with Robust Model Based Ensemble Methods.
Wei-Yao WangKai-Shiang ChangYu-Chien TangPublished in: CoRR (2020)
Keyphrases
- ensemble methods
- ensemble learning
- decision trees
- classifier ensemble
- uci data sets
- individual classifiers
- prediction accuracy
- ensemble classifier
- majority voting
- base learners
- random forests
- benchmark datasets
- base classifiers
- drifting concepts
- machine learning methods
- random forest
- decision tree learning
- generalization ability
- bootstrap sampling
- training set
- binary classification
- feature subset
- ensemble members
- training data
- decision tree ensembles
- multiple classifier systems
- sentiment analysis
- classification algorithm
- multi class
- support vector
- learning algorithm
- data sets