Handling of Continuous Attributes and Applications of Statistical Methods in Rough Classifiers.
Sivakumar GanesanPrahlad VadakkepatAbdullah Al MamunCai JiPublished in: FSKD (2002)
Keyphrases
- statistical methods
- continuous attributes
- naive bayes classifier
- machine learning methods
- discretization method
- statistical analysis
- naive bayes
- rough sets
- machine learning
- statistical models
- attribute values
- training data
- support vector
- training samples
- machine learning algorithms
- training set
- rule extraction
- data mining techniques
- classification rules
- decision trees
- supervised classification
- numerical data
- data sets
- text classification
- fuzzy logic
- feature selection
- continuous domains
- databases
- co training
- classification error
- feature set
- classification accuracy