Spammer Classification Using Ensemble Methods over Content-Based Features.
Aaisha MakkarShivani GoelPublished in: SocProS (2) (2016)
Keyphrases
- ensemble methods
- benchmark datasets
- classification accuracy
- feature set
- feature extraction
- feature vectors
- decision trees
- feature subset
- machine learning methods
- feature space
- classification models
- ensemble classifier
- generalization ability
- classifier ensemble
- random forest
- base classifiers
- ensemble learning
- class labels
- prediction accuracy
- random forests
- majority voting
- pattern recognition
- imbalanced data
- feature selection algorithms
- individual classifiers
- ensemble classification
- machine learning
- svm classifier
- feature selection
- face recognition
- decision tree learning
- cross validation
- logistic regression
- machine learning algorithms
- model selection
- text classification
- supervised learning
- image features
- neural network
- ensemble feature selection