Gene reduction and machine learning algorithms for cancer classification based on microarray gene expression data: A comprehensive review.
Sarah OsamaHassan ShabanAbdelmgeid A. AliPublished in: Expert Syst. Appl. (2023)
Keyphrases
- machine learning algorithms
- microarray gene expression data
- cancer classification
- microarray
- gene selection
- random forest
- gene expression data
- microarray data
- decision trees
- informative genes
- cancer diagnosis
- learning algorithm
- machine learning
- gene expression profiles
- machine learning methods
- feature selection
- gene expression
- random forests
- dna microarray
- gene regulatory networks
- microarray datasets
- high throughput
- data sets
- fold cross validation
- data mining
- support vector machine svm
- experimental conditions
- biological data
- high dimensional
- knn