Sequential Datum-wise Feature Acquisition and Classifier Selection.
Sachini Piyoni EkanayakeDaphney-Stavroula ZoisCharalampos ChelmisPublished in: IEEE Trans. Artif. Intell. (2024)
Keyphrases
- selection scheme
- selection criterion
- feature set
- selecting features
- training data
- decision trees
- svm classifier
- sequential forward selection
- selection algorithm
- model selection
- support vector machine
- feature vectors
- improve the recognition accuracy
- pairwise
- support vector
- weak classifiers
- learning algorithm
- feature selection
- single feature
- feature values
- input features
- image features
- image classification
- classification method
- feature space
- feature maps
- learning classifier systems
- multiple features
- classification algorithm
- classification accuracy
- feature ranking
- neural network
- class labels
- individual features
- training examples
- complementary features
- training set