Hybrid Firefly Based Simultaneous Gene Selection and Cancer Classification Using Support Vector Machines and Random Forests.
Atulji SrivastavaSaurabh ChakrabartiSubrata DasShameek GhoshVaidyanathan K. JayaramanPublished in: BIC-TA (1) (2012)
Keyphrases
- random forests
- gene selection
- classification using support vector machines
- random forest
- cancer classification
- support vector machine
- microarray data
- microarray
- cancer diagnosis
- gene expression data
- ensemble methods
- dna microarray
- multiresolution
- decision trees
- relevant genes
- machine learning algorithms
- gene expression profiles
- logistic regression
- support vector machine svm
- cancer detection
- gene expression
- feature selection
- ovarian cancer
- decision tree ensembles
- tumor classification
- survival prediction
- colon cancer
- image processing
- gene sets
- microarray datasets
- support vector
- multi class
- training set
- feature space