Effective supervised discretization for classification based on correlation maximization.
Qiusha ZhuLin LinMei-Ling ShyuShu-Ching ChenPublished in: IRI (2011)
Keyphrases
- machine learning
- supervised learning
- pattern recognition
- preprocessing
- classification accuracy
- feature selection
- supervised classification
- feature extraction
- data preprocessing
- classification systems
- support vector
- classification algorithm
- support vector machine svm
- unsupervised learning
- automatic classification
- pattern classification
- learning algorithm
- text classification
- feature space
- support vector machine
- benchmark datasets
- image classification
- objective function
- classification scheme
- classification models
- decision trees
- semi supervised classification
- naive bayes classifier
- classification process
- training data
- high quality
- machine learning methods
- feature vectors
- training samples
- semi supervised