A Comparative Study of Rough Set based Decision Tree and Variable Precision Rough Set based Decision Tree: Noisy Data Sets.
Vandana KalraRajni JainPublished in: IICAI (2009)
Keyphrases
- decision trees
- variable precision
- decision table
- rough set theory
- rough sets
- attribute reduction
- data sets
- rule sets
- decision rules
- training data
- training set
- information entropy
- real world
- logistic regression
- naive bayes
- random forest
- classification rules
- discernibility matrix
- machine learning algorithms
- pattern recognition
- machine learning
- dominance relation
- knowledge discovery
- data analysis
- ensemble methods
- base classifiers
- knowledge structures
- search engine
- data mining