Rough set theory in the classification of loan applications.
Jaroslaw BeckerAleksandra Radomska-ZalasPawel ZiembaPublished in: KES (2020)
Keyphrases
- rough set theory
- rough sets
- decision rules
- rule generation
- rule extraction
- decision table
- rule sets
- rough fuzzy
- attribute reduction
- approximate reasoning
- rule induction
- knowledge reduction
- variable precision rough set model
- fuzzy set theory
- granular computing
- decision trees
- classification accuracy
- data analysis
- pattern recognition
- tool for data mining
- machine learning
- support vector machine svm
- support vector machine
- support vector
- data reduction
- text classification
- information entropy
- discernibility matrix
- condition attributes
- fuzzy sets
- equivalence relation
- knowledge discovery
- preprocessing
- continuous valued attributes
- image processing
- genetic algorithm