A New Hybrid Rough Set and Soft Set Parameter Reduction Method for Spam E-Mail Classification Task.
Masurah MohamadAli SelamatPublished in: PKAW (2016)
Keyphrases
- variable precision
- reduction method
- rough sets
- soft set
- attribute reduction
- rough set model
- rough set theory
- spam e mail
- decision rules
- decision table
- pattern recognition
- fuzzy sets
- selection algorithm
- decision trees
- classification accuracy
- knowledge reduction
- lower and upper approximations
- machine learning
- dominance relation
- data mining
- data analysis
- granular computing
- fuzzy rough sets
- intuitionistic fuzzy
- discernibility matrix
- equivalence relation
- leaf nodes
- data reduction
- neural network