A Data-Driven Approach for Classification of Subjectivity in Personal Narratives.
Kenji SagaeAndrew S. GordonMorteza DehghaniMike MetkeJackie S. KimSarah I. GimbelChristine TipperJonas KaplanMary Helen Immordino-YangPublished in: CMN (2013)
Keyphrases
- pattern recognition
- automatic classification
- classification accuracy
- machine learning
- pattern classification
- classification algorithm
- image classification
- classification scheme
- benchmark datasets
- decision trees
- feature vectors
- supervised learning
- neural network
- data driven
- text classification
- model selection
- decision rules
- feature extraction
- classification models
- training data
- automated classification
- classification process
- classification systems
- social networks
- feature selection
- classification method
- preprocessing
- unsupervised learning
- support vector machine
- support vector
- training set