DataGen: a generator of datasets for evaluation of classification algorithms.
Dmitri A. RachkovskijErnst M. KussulPublished in: Pattern Recognit. Lett. (1998)
Keyphrases
- benchmark datasets
- uci machine learning repository
- uci datasets
- decision trees
- classification algorithm
- accurate classifiers
- decision tree algorithms
- real and synthetic datasets
- computational complexity
- computational cost
- evaluation methods
- feature selection
- optimization problems
- image classification
- automatic classification
- theoretical analysis
- pattern classification
- synthetic datasets
- feature selection algorithms
- benchmark data sets
- uci repository
- pattern recognition
- preprocessing
- dimensionality reduction methods
- training dataset
- support vector
- bayesian networks
- associative classifiers
- learning algorithm
- classification scheme
- classification models
- machine learning methods
- classification method
- class labels
- machine learning algorithms
- computationally efficient
- supervised learning
- nearest neighbor
- support vector machine