Improve the Classifier Accuracy for Continuous Attributes in Biomedical Datasets Using a New Discretization Method.
Madhu GollaT. V. RajinikanthA. GovardhanPublished in: ITQM (2014)
Keyphrases
- discretization method
- continuous attributes
- naive bayes classifier
- discretization methods
- numeric attributes
- preprocessing step
- continuous data
- discrete data
- naive bayes
- attribute values
- continuous domains
- support vector machine
- classification rules
- information extraction
- evolutionary algorithm
- data sets
- preprocessing
- feature selection
- numerical data
- training examples
- continuous variables
- classification error
- text classification
- classification accuracy
- training set
- bayesian networks
- training data
- decision trees
- genetic algorithm