Rough Set Theory for Feature Ranking of Traditional Malay Musical Instruments Sounds Dataset.
Norhalina SenanRosziati IbrahimNazri Mohd NawiIwan Tri Riyadi YantoTutut HerawanPublished in: ICSECS (2) (2011)
Keyphrases
- rough set theory
- musical instruments
- feature ranking
- discernibility matrix
- rough sets
- fold cross validation
- feature selection
- attribute reduction
- decision rules
- musical instrument
- decision table
- computer assisted instruction
- audio signal
- text categorization
- high dimensionality
- data analysis
- support vector machine
- data sets
- knowledge discovery
- feature subset
- machine learning
- classification models
- random forest
- fuzzy sets
- gene selection
- feature set
- neural network
- decision trees
- knn
- information entropy
- association rules
- dominance relation
- naive bayes