Metaheuristic approach for an enhanced mRMR filter method for classification using drug response microarray data.
Nur Shazila MohamedSuhaila ZainudinZulaiha Ali OthmanPublished in: Expert Syst. Appl. (2017)
Keyphrases
- microarray data
- metaheuristic
- classification accuracy
- dna microarray data
- support vector machine svm
- cost function
- genetic algorithm
- feature selection
- training samples
- combinatorial optimization
- support vector machine
- gene expression microarray data
- objective function
- data mining
- similarity measure
- decision trees
- gene expression
- feature subset selection
- microarray datasets
- microarray data analysis
- maximum likelihood
- machine learning methods
- microarray
- ant colony optimization
- model selection
- probabilistic model
- evolutionary algorithm
- search space
- feature extraction
- learning algorithm
- machine learning