Effect of inconsistency rate of granulated datasets on classification performance: An experimental approach.
Chien-Hsing WuPublished in: Inf. Sci. (2023)
Keyphrases
- uci machine learning repository
- uci repository
- benchmark datasets
- classification accuracy
- decision trees
- pattern recognition
- support vector machine svm
- benchmark data sets
- classification scheme
- database
- classification systems
- class labels
- training samples
- text classification
- feature space
- classification process
- object classification
- accurate classifiers
- feature selection
- automatic classification
- pattern classification
- classification models
- classification method
- support vector machine
- classical logic
- training set
- preprocessing
- feature extraction
- associative classifiers