MULTI-K: accurate classification of microarray subtypes using ensemble k-means clustering.
Eun-Youn KimSeon-Young KimDaniel A. AshlockDougu NamPublished in: BMC Bioinform. (2009)
Keyphrases
- accurate classification
- microarray
- gene expression
- high throughput
- feature selection
- microarray data
- supervised learning
- gene expression data
- classification accuracy
- classification algorithm
- gene ontology
- high dimensionality
- gene expression profiles
- gene expression profiling
- molecular biology
- gene selection
- gene networks
- neural network
- microarray data analysis
- cancer diagnosis
- microarray datasets
- gene expression analysis
- k means
- training set
- cancer classification
- machine learning
- clustering algorithm
- training data
- dna microarray
- random forest
- microarray images
- learning algorithm
- gene regulatory networks
- ensemble methods
- data analysis