Parsimonious Computing: A Minority Training Regime for Effective Prediction in Large Microarray Expression Data Sets.
Shailesh SridharSnehanshu SahaAzhar ShaikhRahul YedidaSriparna SahaPublished in: CoRR (2020)
Keyphrases
- microarray
- microarray data
- gene expression data
- gene expression
- data sets
- high throughput
- expression profiles
- gene expression data sets
- gene expression levels
- experimental conditions
- microarray data analysis
- training set
- gene networks
- gene ontology
- microarray datasets
- gene expression profiles
- gene selection
- gene sets
- gene expression analysis
- machine learning
- yeast cell cycle
- dna microarray
- regulatory networks
- high dimensionality
- molecular biology
- prediction accuracy
- high dimensional data
- gene expression datasets
- high dimensional
- feature selection
- cancer classification
- systems biology
- gene expression data analysis
- microarray analysis
- training data
- differential expression