Accelerated evolutionary induction of heterogeneous decision trees for gene expression-based classification.
Marcin CzajkowskiKrzysztof JurczukMarek KretowskiPublished in: GECCO (2021)
Keyphrases
- gene expression
- decision trees
- microarray
- gene expression data
- colon cancer
- gene expression profiles
- microarray gene
- multivariate decision trees
- gene expression analysis
- gene expression microarray data
- gene expression data analysis
- microarray data
- microarray data analysis
- induction algorithms
- biological processes
- machine learning
- survival prediction
- dna microarray
- feature selection
- machine learning algorithms
- gene regulation
- gene expression data sets
- gene expression patterns
- differentially expressed genes
- analysis of gene expression
- training set
- functional genomics
- high throughput
- microarray datasets
- regulatory networks
- high dimensionality
- classification accuracy
- data sets
- cancer classification
- feature extraction
- dimensionality reduction
- classification rules
- gene ontology
- biological networks