Rough set theory with Jaya optimization for acute lymphoblastic leukemia classification.
Jothi GanesanH. Hannah InbaraniAhmad Taher AzarK. Renuga DeviPublished in: Neural Comput. Appl. (2019)
Keyphrases
- rough set theory
- rough sets
- decision rules
- rule generation
- rough fuzzy
- rule extraction
- decision table
- attribute reduction
- approximate reasoning
- fuzzy set theory
- rule induction
- rule sets
- classification accuracy
- variable precision rough set model
- decision trees
- granular computing
- support vector machine svm
- tool for data mining
- pattern recognition
- rough sets theory
- model selection
- support vector machine
- classification algorithm
- data reduction
- classification models
- continuous valued attributes
- upper approximation
- knowledge reduction
- information entropy
- gene expression data
- data mining
- data analysis
- preprocessing
- training set
- knowledge discovery
- classification rules
- neural network
- text classification
- equivalence relation
- discernibility matrix
- computational theory
- class labels
- expert systems
- rough set model
- condition attributes
- fold cross validation
- feature extraction
- computer vision