Microarray-Based Cancer Prediction Using Single-Gene Ensemble Classifier.
Ziyi YangYanqiong RenHui ZhangYong LiangPublished in: IScIDE (2018)
Keyphrases
- microarray
- ensemble classifier
- gene selection
- cancer classification
- gene expression
- gene expression profiles
- dna microarray
- random forest
- gene expression data
- high throughput
- gene expression data sets
- microarray data
- gene expression profiling
- cancer diagnosis
- colon cancer
- microarray technology
- gene expression datasets
- gene ontology
- tissue samples
- gene expression analysis
- microarray analysis
- ensemble learning
- gene networks
- feature selection
- concept drift
- prediction accuracy
- high dimensionality
- microarray datasets
- ensemble methods
- ovarian cancer
- differential expression
- microarray expression data
- classification models
- support vector machine
- decision trees
- expression profiles
- regulatory networks
- genome wide
- differentially expressed genes
- related genes
- gene sets
- biological data