Impact of Membership and Non-membership Features on Classification Decision: An Empirical Study for Appraisal of Feature Selection Methods.
Bushra Zaheer AbbasiShahid HussainShaista BibiMunam Ali ShahPublished in: ICAC (2018)
Keyphrases
- feature set
- feature extraction
- classification accuracy
- feature vectors
- classification models
- classification method
- extracted features
- feature space
- feature analysis
- classification process
- decision rules
- feature representation
- support vector
- benchmark datasets
- class labels
- pattern recognition
- decision trees
- decision makers
- svm classifier
- extracting features
- features extraction
- irrelevant features
- feature subset
- pattern classification
- feature construction
- classification decisions
- feature extraction and classification
- low level
- machine learning algorithms
- svm classification
- discriminative features
- feature selection
- decision making
- co occurrence
- text classification
- training samples
- high dimensionality
- data sets
- decision tree classifiers
- feature weights
- textural features
- classification algorithm
- gender classification
- real estate
- eeg signals
- feature selection algorithms
- decision problems
- support vector machine svm
- preprocessing
- learning algorithm
- neural network