Classification and optimization of decision trees for inconsistent decision tables represented as MVD tables.
Mohammad AzadMikhail MoshkovPublished in: FedCSIS (2015)
Keyphrases
- decision trees
- decision table
- variable precision
- decision rules
- machine learning
- machine learning algorithms
- rule induction
- classification models
- rough set theory
- classification rules
- attribute selection
- attribute reduction
- knowledge reduction
- decision tree induction
- variable precision rough set
- rough sets
- training set
- naive bayes
- databases
- pattern recognition
- text classification
- information entropy
- feature extraction
- classification accuracy
- benchmark datasets
- knowledge structures
- classification algorithm
- artificial intelligence
- neural network
- flow graphs
- multi class
- rule sets
- supervised learning
- training data
- feature selection
- discernibility matrix
- data mining
- condition attributes