Spark based classification of microarray data using scalable artificial neural network.
Mukesh KumarRansingh B. RaySantanu Kumar RathPublished in: Int. J. Data Min. Bioinform. (2017)
Keyphrases
- microarray data
- building classification models
- microarray data analysis
- artificial neural networks
- microarray
- dna microarray data
- feature selection
- microarray datasets
- cancer classification
- gene expression data
- gene selection
- gene expression
- dna microarray
- meta analysis
- high dimensional
- gene expression profiles
- ovarian cancer
- small number of samples
- informative genes
- colon cancer
- data sets
- microarray analysis
- high dimensionality
- cluster analysis
- gene expression microarray data
- differentially expressed genes
- microarray classification
- gene networks
- microarray gene expression data
- biological data
- gene expression analysis
- text classification
- support vector
- feature extraction
- decision trees
- support vector machine
- classification accuracy
- feature vectors
- high throughput
- biologically meaningful
- support vector machine svm
- training samples
- feature set
- machine learning