Using OVA modeling to improve classification performance for large datasets.
Patricia E. N. LutuAndries P. EngelbrechtPublished in: Expert Syst. Appl. (2012)
Keyphrases
- uci repository
- benchmark datasets
- uci machine learning repository
- multi class classification
- decision trees
- improve the classification accuracy
- automatic classification
- classification accuracy
- feature vectors
- benchmark data sets
- classification scheme
- image classification
- pattern recognition
- training dataset
- support vector
- restricted boltzmann machine
- accurate classifiers
- database
- machine learning
- uci datasets
- unsupervised learning
- dimensionality reduction
- training set
- feature space
- training data
- feature selection
- machine learning methods
- support vector machine svm
- classification models
- model selection
- classification systems
- supervised learning
- support vector machine
- learning algorithm
- binary and multi class