Enhancing metagenomic classification with compression-based features.
Jorge Miguel SilvaJoão Rafael AlmeidaPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- feature vectors
- classification accuracy
- classification method
- classification models
- classification process
- feature set
- feature extraction
- support vector
- feature space
- svm classifier
- feature analysis
- class labels
- pattern classification
- extracting features
- extracted features
- low level
- feature values
- pattern recognition
- feature selection
- automatic classification
- feature extraction and classification
- classification algorithm
- support vector machine svm
- image classification
- high dimensionality
- machine learning
- compression ratio
- feature subset
- irrelevant features
- text classification
- training set
- neural network
- gender classification
- decision trees
- support vector machine
- classification scheme
- roc curve
- machine learning algorithms
- benchmark datasets