Stable and Accurate Feature Selection from Microarray Data with Ensembled Fast Correlation Based Filter.
Aiguo WangHuancheng LiuJinjun LiuHuitong DingJing YangGuilin ChenPublished in: BIBM (2020)
Keyphrases
- microarray data
- feature selection
- microarray classification
- gene selection
- microarray
- gene expression data
- gene expression
- microarray datasets
- gene networks
- high dimensional
- microarray data analysis
- cluster analysis
- differentially expressed genes
- meta analysis
- cancer classification
- text categorization
- biologically relevant
- small number of samples
- gene expression data sets
- data sets
- biological data
- high dimensionality
- support vector machine
- mutual information
- informative features
- gene clusters
- gene sets
- dna microarray data
- feature ranking
- gene expression patterns
- dna microarray
- gene expression profiles
- feature selection algorithms
- feature extraction
- clustering algorithm
- machine learning