Classification with Ultrahigh-Dimensional Features.
Yanming LiHyokyoung Grace HongJian KangKevin HeJi ZhuYi LiPublished in: CoRR (2016)
Keyphrases
- classification accuracy
- feature vectors
- feature extraction
- feature set
- classification models
- classification process
- feature space
- classification method
- pattern recognition
- extracted features
- feature subset
- feature selection
- extracting features
- svm classifier
- machine learning approaches
- feature analysis
- pattern classification
- decision trees
- support vector machine
- class labels
- discriminating features
- decision tree classifiers
- low level
- redundant features
- svm classification
- feature values
- features extraction
- machine learning
- eeg signals
- gender classification
- correct classification rate
- image classification
- feature representation
- classification scheme
- high dimensionality
- benchmark datasets
- support vector machine svm
- text classification
- classification rate
- preprocessing
- irrelevant features
- multiple classifiers
- image features
- feature reduction
- co occurrence
- highly discriminative