Classification of microarray using MapReduce based proximal support vector machine classifier.
Mukesh KumarSantanu Kumar RathPublished in: Knowl. Based Syst. (2015)
Keyphrases
- microarray
- support vector machine classifier
- gene expression
- microarray data analysis
- gene expression profiles
- cancer classification
- high dimensionality
- high throughput
- gene expression data
- microarray data
- gene expression microarray data
- colon cancer
- microarray datasets
- gene expression analysis
- microarray analysis
- gene selection
- support vector machine
- gene expression profiling
- pattern recognition
- gene expression data sets
- feature extraction
- feature selection
- classification accuracy
- cancer diagnosis
- dna microarray
- machine learning
- support vector
- svm classifier
- tissue samples
- gene networks
- feature vectors
- decision trees
- microarray images
- text classification
- machine learning methods
- model selection
- microarray expression data
- support vector machine svm
- random projections
- active learning