The Influence of Different Stylometric Features on the Classification of Prose by Centuries.
Ksenia V. LagutinaNadezhda S. LagutinaElena I. BoychukIlya V. ParamonovPublished in: FRUCT (2020)
Keyphrases
- feature vectors
- feature extraction
- classification models
- classification accuracy
- feature set
- feature space
- classification method
- classification process
- svm classifier
- benchmark datasets
- extracting features
- extracted features
- class labels
- feature analysis
- preprocessing
- feature selection
- support vector
- discriminative features
- machine learning
- feature representation
- gender classification
- feature weights
- pattern classification
- decision tree classifiers
- classification algorithm
- text classification
- feature subset
- support vector machine svm
- data sets
- co occurrence
- feature values
- pattern recognition
- low level
- writer identification
- feature reduction
- training data
- irrelevant features
- feature construction
- support vector machine
- multi class
- image classification
- automatic classification