Classification with costly features in hierarchical deep sets.
Jaromír JanischTomás PevnýViliam LisýPublished in: Mach. Learn. (2024)
Keyphrases
- classification accuracy
- feature vectors
- feature set
- classification process
- feature space
- feature extraction
- classification method
- classification models
- svm classification
- pattern recognition
- feature analysis
- hierarchical classification
- extracted features
- svm classifier
- class labels
- benchmark datasets
- support vector machine svm
- feature values
- pattern classification
- machine learning
- classification scheme
- classification algorithm
- feature selection
- gender classification
- features extraction
- high dimensionality
- image classification
- automatic classification
- training samples
- unsupervised learning
- text classification
- feature extraction and classification
- image features
- feature reduction
- deep learning
- extracting features
- unsupervised feature learning
- feature selection algorithms
- decision tree classifiers
- feature weights
- decision trees
- irrelevant features
- preprocessing
- low level
- bayesian classifier
- discriminative features
- feature representation