Rough Support Vector Machine for Classification with Interval and Incomplete Data.
Robert K. NowickiKonrad GrzanekYoichi HayashiPublished in: J. Artif. Intell. Soft Comput. Res. (2020)
Keyphrases
- support vector machine
- incomplete data
- support vector
- missing data
- support vector machine svm
- classification method
- svm classifier
- multi class
- missing values
- learning bayesian networks
- feature space
- high classification accuracy
- bayes classifier
- classification algorithm
- multiple imputation
- training data
- incomplete data sets
- feature vectors
- em algorithm
- irrelevant attributes
- classification accuracy
- pattern recognition
- svm classification
- training set
- feature selection
- decision boundary
- bayesian networks
- feature extraction
- decision trees
- decision forest
- pattern classification
- classification models
- naive bayes classifier
- machine learning algorithms
- k nearest neighbour
- class labels
- data sets
- k nearest neighbor
- input data
- rough sets
- image processing
- machine learning