Improving Classification Performance with Discretization on Biomedical Datasets.
Jonathan L. LustgartenVanathi GopalakrishnanHimanshu GroverShyam VisweswaranPublished in: AMIA (2008)
Keyphrases
- uci machine learning repository
- benchmark datasets
- uci repository
- classification accuracy
- support vector
- pattern recognition
- preprocessing
- classification scheme
- decision rules
- binary classification problems
- naive bayes classifier
- classification process
- classification systems
- object classification
- data preprocessing
- pattern classification
- classification method
- image classification
- uci datasets
- feature vectors
- biomedical data
- decision trees
- classification rules
- classification models
- accurate classifiers
- binary and multi class
- automatic classification
- class labels
- semi supervised
- multi class
- active learning
- feature space
- feature extraction