Ensemble learning-based classification of microarray cancer data on tree-based features.
Guesh DagnewB. H. ShekarPublished in: Cogn. Comput. Syst. (2021)
Keyphrases
- microarray
- gene expression profiles
- cancer datasets
- ensemble learning
- gene expression data sets
- dna microarray
- gene expression microarray data
- gene expression data
- gene selection
- microarray data analysis
- gene expression
- data sets
- gene expression datasets
- cancer classification
- data analysis
- tissue samples
- high dimensionality
- feature space
- microarray technology
- cancer diagnosis
- feature extraction
- classification accuracy
- model selection
- neural network
- ovarian cancer
- feature vectors
- feature set
- generalization ability
- gene expression analysis
- high dimensional data
- high throughput
- decision trees
- support vector
- feature selection
- microarray datasets
- feature subset
- data mining
- gene expression profiling
- training data