Classification of Textual Sentiment Using Ensemble Technique.
Md. Mashiur Rahaman MamunOmar SharifMohammed Moshiul HoquePublished in: SN Comput. Sci. (2022)
Keyphrases
- classification accuracy
- machine learning
- support vector machine svm
- training set
- pattern recognition
- feature selection
- ensemble classifier
- final classification
- sentiment analysis
- decision tree classifiers
- regression problems
- classification systems
- neural network
- automatic classification
- classification algorithm
- benchmark datasets
- polarity classification
- decision trees
- feature extraction
- training data
- support vector
- natural language
- feature space
- support vector machine
- ensemble classification
- classifier ensemble
- machine learning algorithms
- classification method
- image classification
- decision rules
- pattern classification
- weak learners
- prediction accuracy
- concept drifting data streams
- model selection
- textual features
- class labels
- cross validation
- multiple classifier systems
- multiple classifiers
- imbalanced data
- classification rules
- supervised learning
- base classifiers
- classification models
- ensemble methods