Polynomial to Linear: Efficient Classification with Conjunctive Features.
Naoki YoshinagaMasaru KitsuregawaPublished in: EMNLP (2009)
Keyphrases
- knn
- classification method
- classification algorithm
- support vector machine svm
- feature reduction
- text classification
- feature selection
- feature set
- svm classifier
- classification accuracy
- feature vectors
- classification process
- feature space
- feature extraction
- classification models
- classification scheme
- feature analysis
- irrelevant features
- kernel svms
- data sets
- machine learning
- extracted features
- pattern recognition
- class labels
- feature weights
- extracting features
- linear space
- high dimensionality
- decision trees
- gender classification
- svm classification
- eeg signals
- low level
- support vector
- feature representation
- machine learning algorithms
- feature selection algorithms
- roc curve
- image features
- classification rules
- co occurrence
- image classification
- model selection
- benchmark datasets