Implementation of and experimental software for active selection of classification features.
Thomas T. KokGeorg KremplHugo G. SchnackPublished in: Softw. Impacts (2021)
Keyphrases
- classification accuracy
- feature vectors
- feature extraction
- classification process
- feature set
- classification method
- svm classifier
- feature space
- feature values
- high dimensionality
- pattern recognition
- feature analysis
- decision tree classifiers
- class labels
- classification models
- support vector machine
- support vector machine svm
- benchmark datasets
- false positives
- extracting features
- extracted features
- automatic classification
- feature extraction and classification
- highly discriminative
- selecting features
- text classification
- real world
- machine learning
- decision trees
- discriminative features
- data sets
- feature selection
- feature reduction
- feature construction
- user interface
- classification algorithm
- image features
- image classification
- eeg signals
- classification rate
- feature representation
- training samples