Tree enhanced deep adaptive network for cancer prediction with high dimension low sample size microarray data.
Yao WuDonghua ZhuXuefeng WangPublished in: Appl. Soft Comput. (2023)
Keyphrases
- high dimension
- sample size
- microarray data
- small sample
- small sample size
- gene selection
- high dimensional
- feature selection
- dna microarray
- model selection
- gene expression profiles
- microarray
- cancer classification
- gene expression data
- real valued
- gene expression
- ovarian cancer
- high dimensional data
- data sets
- feature space
- input space
- prediction model
- statistical tests
- worst case
- low dimensional
- cancer diagnosis
- gene sets
- microarray datasets
- upper bound
- support vector machine
- classification accuracy
- cluster analysis
- high dimensionality
- linear discriminant analysis
- text classification
- feature selection algorithms
- k nearest neighbor