Generalizing Machine Learning Evaluation through the Integration of Shannon Entropy and Rough Set Theory.
Olga CherednichenkoDmytro ChernyshovDmytro SytnikovPolina SytnikovaPublished in: COLINS (1) (2024)
Keyphrases
- rough set theory
- rough sets
- machine learning
- shannon entropy
- attribute reduction
- decision table
- knowledge reduction
- decision rules
- knowledge discovery
- tool for data mining
- data analysis
- pattern recognition
- decision trees
- data mining
- rough sets theory
- information entropy
- rule extraction
- discernibility matrix
- feature selection
- computer vision
- equivalence relation
- support vector machine
- text classification
- concept lattice
- information theory
- similarity measure
- mutual information
- upper approximation
- databases