Cancer Classification from Gene Expression Data by NPPC Ensemble.
Santanu GhoraiAnirban MukherjeeSanghamitra SenguptaPranab K. DuttaPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2011)
Keyphrases
- cancer classification
- gene expression data
- random forest
- microarray
- gene expression profiling
- gene selection
- gene expression
- feature selection
- cancer diagnosis
- microarray gene expression data
- microarray data
- gene expression datasets
- gene expression profiles
- ensemble methods
- data sets
- gene regulatory networks
- colon cancer
- gene expression analysis
- dna microarray
- high dimensionality
- cancer datasets
- neural network
- base classifiers
- decision trees
- cluster ensemble
- informative genes
- high dimensional data
- high throughput
- feature ranking
- training data
- regulatory networks
- analysis of gene expression
- gene expression patterns
- experimental conditions
- high dimensional
- training set
- feature set
- prediction accuracy
- multi label
- face recognition
- microarray datasets
- machine learning