An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification.
Majdi M. MafarjaThaer ThaherJingwei TooHamouda ChantarHamza TurabiehEssam H. HousseinMarwa M. EmamPublished in: Neural Comput. Appl. (2023)
Keyphrases
- biological data
- feature selection
- microarray data
- high dimensional
- high dimensionality
- classification accuracy
- feature space
- molecular biology
- high throughput
- text classification
- feature extraction
- machine learning
- data analysis
- pattern recognition
- statistical methods
- feature set
- decision trees
- biological sequences
- dimensionality reduction
- huge volume of data
- gene expression data
- gene selection
- biological networks
- biological information
- gene expression
- low cost
- knowledge discovery
- training set
- data sets
- microarray
- machine learning methods
- similarity search
- model selection
- semi supervised
- feature subset
- information retrieval