An optimization of ReliefF for classification in large datasets.
Yue HuangPaul J. McCullaghNorman D. BlackPublished in: Data Knowl. Eng. (2009)
Keyphrases
- uci machine learning repository
- benchmark datasets
- pattern recognition
- uci repository
- image classification
- classification method
- classification systems
- pattern classification
- associative classifiers
- decision trees
- attribute selection
- machine learning
- training dataset
- classification models
- support vector machine svm
- optimization algorithm
- feature vectors
- binary and multi class
- feature extraction
- support vector
- automatic classification
- support vector machine
- multi class
- decision rules
- cost sensitive
- optimization process
- classification scheme
- object classification
- classification accuracy
- machine learning methods
- nearest neighbour
- feature space
- text classification
- classification algorithm
- accurate classifiers
- data mining