Tuning parameter estimation in SCAD-support vector machine using firefly algorithm with application in gene selection and cancer classification.
Niam Abdulmunim Al-ThanoonOmar Saber QasimZakariya Yahya AlgamalPublished in: Comput. Biol. Medicine (2018)
Keyphrases
- gene selection
- cancer classification
- parameter estimation
- support vector machine
- microarray data
- microarray
- cancer diagnosis
- support vector machine svm
- gene expression data
- gene expression profiles
- maximum likelihood
- model selection
- feature selection
- least squares
- relevant genes
- microarray analysis
- markov random field
- dna microarray
- expectation maximization
- colon cancer
- random forest
- em algorithm
- firefly algorithm
- informative genes
- high throughput
- svm classifier
- gene expression datasets
- gene expression
- data sets
- gene sets
- feature ranking
- support vector
- machine learning