Maximizing Classification Performance for Patient Response Datasets.
David J. DittmanTaghi M. KhoshgoftaarRandall WaldAmri NapolitanoPublished in: ICTAI (2013)
Keyphrases
- uci machine learning repository
- uci repository
- benchmark datasets
- classification scheme
- pattern classification
- support vector
- pattern recognition
- associative classifiers
- automatic classification
- classification accuracy
- feature space
- supervised learning
- image classification
- machine learning
- machine learning methods
- data sets
- neural network
- classification systems
- feature selection
- classification rules
- class labels
- support vector machine
- decision rules
- preprocessing
- raw data
- decision trees
- machine learning algorithms
- model selection
- object classification
- feature set
- patient data
- classification trees
- data mining
- uci datasets
- restricted boltzmann machine
- feature vectors