Antimicrobial peptide similarity and classification through rough set theory using physicochemical boundaries.
Kyle BooneKyle V. CamardaPaulette SpencerCandan TamerlerPublished in: BMC Bioinform. (2018)
Keyphrases
- rough set theory
- decision rules
- rough sets
- rule generation
- rough fuzzy
- rule extraction
- rule induction
- rule sets
- decision table
- attribute reduction
- knowledge reduction
- approximate reasoning
- variable precision rough set model
- pattern recognition
- fuzzy set theory
- support vector
- granular computing
- rough sets theory
- equivalence relation
- tool for data mining
- data reduction
- training set
- amino acids
- decision trees
- classification rules
- classification algorithm
- condition attributes
- data analysis
- text classification
- feature extraction
- continuous valued attributes
- association rules
- classification accuracy
- discernibility matrix
- knowledge discovery
- approximation spaces
- support vector machine
- feature subset selection
- naive bayes classifier
- data compression