A New Learning Algorithm for Classification in the Reduced Space.
Luminita StateCatalina CocianuIon RoscaPanayiotis M. VlamosPublished in: ICEIS (2) (2008)
Keyphrases
- learning algorithm
- classification algorithm
- training samples
- machine learning algorithms
- machine learning
- generalization ability
- pattern classification
- support vector machine svm
- supervised learning
- decision trees
- classification scheme
- linearly separable
- training set
- classification systems
- classification accuracy
- automatic classification
- pattern recognition
- text classification
- feature space
- classification rate
- classification method
- training data
- class labels
- space time
- reinforcement learning
- benchmark datasets
- active learning
- augmented naive bayes
- nearest neighbour algorithm
- preprocessing
- hypothesis space
- search space
- feature vectors
- support vector machine
- roc curve
- feature selection
- input space
- incremental learning
- unsupervised learning
- support vector
- data sets
- cross validation