Generation of compound features based on feature interaction for classification.
SreevaniC. A. MurthyBhabatosh ChandaPublished in: Expert Syst. Appl. (2018)
Keyphrases
- machine learning algorithms
- input features
- machine learning
- feature set
- feature vectors
- image features
- classification accuracy
- feature analysis
- significant features
- feature subset
- feature values
- feature space
- extracted features
- feature representation
- classification method
- additional features
- discriminative features
- single feature
- extracting features
- svm classification
- individual features
- benchmark datasets
- binary features
- adaboost classifier
- feature extraction
- face recognition
- feature selection
- feature weights
- feature histograms
- redundant features
- pattern recognition
- multiple features
- invariant features
- classification models
- text classification
- class labels
- multi class
- feature interactions
- selecting features
- image classification
- highly discriminative
- feature fusion
- feature maps
- high dimensionality
- textural features
- irrelevant features
- classification process