An Analysis of Event-Agnostic Features for Rumour Classification in Twitter.
Laura TolosiAndrey TagarevGeorgi GeorgievPublished in: SMN@ICWSM (2016)
Keyphrases
- feature analysis
- classification accuracy
- feature vectors
- feature set
- feature extraction
- classification process
- classification models
- extracted features
- extracting features
- benchmark datasets
- feature space
- class labels
- machine learning
- support vector machine svm
- classification method
- feature values
- high dimensionality
- neural network
- training data
- supervised learning
- social media
- features extraction
- data sets
- irrelevant features
- gender classification
- decision trees
- data analysis
- classification scheme
- svm classifier
- social networking
- pattern classification
- text classification
- event detection
- machine learning algorithms
- classification algorithm