Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification.
Xiongshi DengMin LiShaobo DengLei WangPublished in: CoRR (2021)
Keyphrases
- gene selection
- cancer classification
- multi objective genetic algorithm
- microarray
- microarray data
- cancer diagnosis
- multi objective optimization
- gene expression data
- random forest
- gene expression profiles
- dna microarray
- gene expression
- colon cancer
- gene expression datasets
- informative genes
- relevant genes
- support vector machine svm
- feature selection
- microarray datasets
- optimization method
- multi objective
- biologically relevant
- evolutionary algorithm
- genetic algorithm
- high dimensionality
- high throughput
- gene ontology
- machine learning methods