High-Dimensional Feature Selection for Genomic Datasets.
Majid AfsharHamid UsefiPublished in: CoRR (2020)
Keyphrases
- high dimensional
- feature selection
- high dimensionality
- high dimensional datasets
- dimensionality reduction
- feature selection algorithms
- feature space
- gene expression data
- microarray data
- microarray datasets
- small sample
- benchmark datasets
- low dimensional
- sequence data
- classification accuracy
- machine learning
- high dimension
- text classification
- variable selection
- data sets
- high dimensional data
- genomic data
- high throughput
- model selection
- multi dimensional
- classification models
- feature set
- nearest neighbor
- data points
- database
- computational approaches
- method for feature selection
- selected features
- kernel function
- naive bayes
- text categorization
- mutual information
- support vector