DisCoSet: Discovery of Contrast Sets to Reduce Dimensionality and Improve Classification.
Zaher Al AghbariImran N. JunejoPublished in: Int. J. Comput. Intell. Syst. (2015)
Keyphrases
- feature space
- classification accuracy
- decision trees
- support vector
- feature extraction
- text classification
- image classification
- classification systems
- supervised classification
- classification scheme
- document classification
- high dimensionality
- machine learning methods
- machine learning
- pattern recognition
- preprocessing
- feature vectors
- feature selection
- object classification
- automatic classification
- training set
- classification rules
- supervised learning
- classification method
- classification algorithm
- training samples
- model selection
- high dimensional
- svm classifier
- hidden markov models
- support vector machine
- dimensionality reduction