Framework for classification of cancer gene expression data using Bayesian hyper-parameter optimization.
Nimrita KoulSunilkumar S. ManviPublished in: Medical Biol. Eng. Comput. (2021)
Keyphrases
- gene expression data
- cancer diagnosis
- gene expression profiles
- colon cancer
- parameter optimization
- cancer classification
- microarray
- dna microarray
- gene expression
- gene selection
- cancer datasets
- high dimensionality
- tumor classification
- gene expression datasets
- gene expression analysis
- microarray data
- tissue samples
- gene expression data sets
- gene expression data analysis
- maximum likelihood
- feature vectors
- microarray datasets
- feature extraction
- feature selection
- feature space
- pattern recognition
- genetic algorithm
- support vector
- bayesian networks
- gene expression profiling
- breast cancer
- data sets
- high dimensional data
- support vector machine svm
- support vector machine
- decision trees
- image processing
- machine learning
- data mining