Experimental comparison of parametric, non-parametric, and hybrid multigroup classification.
Dinesh R. PaiKenneth D. LawrenceRonald K. KlimbergSheila M. LawrencePublished in: Expert Syst. Appl. (2012)
Keyphrases
- experimental comparison
- feature selection
- classification accuracy
- pattern classification
- machine learning
- decision trees
- classification method
- pattern recognition
- classification process
- support vector machine
- feature extraction
- classification algorithm
- document classification
- support vector machine svm
- text classification
- image classification
- object classification
- classification rate
- feature space
- support vector
- classification scheme
- automatic classification
- classification systems
- benchmark data sets
- neural network
- kernel density estimators
- machine learning methods
- decision rules
- cross validation
- class labels
- training samples
- feature set
- artificial neural networks
- pairwise
- training set
- preprocessing
- image processing