Comparative Analysis of Features Selection Techniques for Classification in Healthcare.
Shruti KaushikAbhinav ChoudhuryAshutosh Kumar JatavNataraj DasguptaSayee NatarajanLarry A. PickettVarun DuttPublished in: MLDM (2) (2019)
Keyphrases
- comparative analysis
- feature vectors
- feature extraction
- classification accuracy
- feature set
- classification method
- classification process
- classification models
- feature space
- benchmark datasets
- extracting features
- fusion scheme
- gender classification
- features extraction
- selecting relevant features
- extracted features
- svm classifier
- class labels
- pattern recognition
- image features
- classification scheme
- feature selection
- image classification
- classification rate
- information systems
- machine learning
- data sets
- support vector machine
- neural network
- irrelevant features
- semi quantitative
- co occurrence
- feature construction
- feature analysis
- svm classification
- feature values
- decision trees
- information technology
- high dimensionality
- multiple features
- preprocessing
- automatic classification
- pattern classification
- individual features
- feature extraction and classification
- training set
- classification algorithm