Brain tumor detection using optimisation classification based on rough set theory.
T. RajeshR. Suja Mani MalarM. R. GeethaPublished in: Clust. Comput. (2019)
Keyphrases
- rough set theory
- rough sets
- decision rules
- rule generation
- rule extraction
- rough fuzzy
- brain tumors
- rule sets
- decision table
- pattern recognition
- attribute reduction
- knowledge reduction
- classification accuracy
- rule induction
- granular computing
- decision trees
- machine learning
- tool for data mining
- data reduction
- knowledge discovery
- variable precision rough set model
- rough set model
- condition attributes
- feature space
- magnetic resonance images
- discernibility matrix
- magnetic resonance spectroscopy
- real world
- information entropy
- feature ranking
- equivalence relation
- classification models
- classification rules
- classification algorithm
- support vector machine
- training set
- association rules
- attribute reduction algorithm
- feature extraction
- decision making
- data mining