Feature Selection for Classification under Anonymity Constraint.
Baichuan ZhangNoman MohammedVachik S. DaveMohammad Al HasanPublished in: Trans. Data Priv. (2017)
Keyphrases
- feature selection
- classification accuracy
- text classification
- feature space
- feature set
- classification models
- irrelevant features
- feature extraction
- support vector
- high dimensionality
- discriminative features
- support vector machine
- machine learning
- preprocessing
- feature ranking
- small sample
- feature selection algorithms
- dimension reduction
- redundant features
- classification method
- text categorization
- method for feature selection
- classification algorithm
- supervised learning
- support vector machine svm
- class separability
- model selection
- feature vectors
- feature selection and classification
- data sets
- select relevant features
- feature weighting
- selected features
- information gain
- feature subset
- microarray data
- image classification
- mutual information
- neural network