Assessing classification complexity of datasets using fractals.
André Luiz MarascaDalcimar CasanovaMarcelo TeixeiraPublished in: Int. J. Comput. Sci. Eng. (2019)
Keyphrases
- benchmark datasets
- uci repository
- uci machine learning repository
- support vector
- machine learning
- classification accuracy
- classification scheme
- classification systems
- pattern recognition
- feature extraction
- training dataset
- image classification
- decision trees
- decision rules
- classification rules
- pattern classification
- classification method
- object classification
- space complexity
- associative classifiers
- automatic classification
- data sets
- support vector machine svm
- unsupervised learning
- text classification
- support vector machine
- feature vectors
- training set
- classification models
- class imbalance
- classification rate
- dimensionality reduction methods
- microarray datasets
- gene expression profiles
- feature space
- feature selection
- binary and multi class