Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification.
Xiongshi DengMin LiShaobo DengLei WangPublished in: Medical Biol. Eng. Comput. (2022)
Keyphrases
- gene selection
- cancer classification
- multi objective genetic algorithm
- microarray data
- microarray
- cancer diagnosis
- gene expression data
- random forest
- gene expression profiles
- dna microarray
- gene expression
- gene expression datasets
- relevant genes
- multi objective optimization
- feature selection
- biologically relevant
- optimization method
- colon cancer
- informative genes
- high throughput
- support vector machine svm
- microarray datasets
- feature ranking
- genetic algorithm
- data sets
- cluster analysis
- learning algorithm