The Classification of Scientific Abstracts Using Text Statistical Features.
Timur IshankulovGleb DanilovKonstantin KotikYuriy OrlovMikhail ShifrinAlexander PotapovPublished in: MedInfo (2021)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- feature space
- feature extraction
- classification method
- classification models
- svm classifier
- classification process
- feature analysis
- textual features
- class labels
- feature selection
- additional features
- support vector
- pattern recognition
- automatically extracted
- lexical features
- feature weights
- decision trees
- extracted features
- high dimensionality
- classification algorithm
- support vector machine svm
- content features
- image features
- supervised machine learning
- feature subset
- writer identification
- feature generation
- training data
- discriminative features
- feature values
- supervised learning
- feature representation
- tree kernels
- text mining
- text classification
- machine learning
- gabor filters
- correspondence analysis
- low level
- natural language processing