Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasets.
Hossein NematzadehJoseph ManiZahra NematzadehEbrahim AkbariRadziah MohamadPublished in: CoRR (2024)
Keyphrases
- feature selection
- high dimensional
- genetic algorithm
- high dimensionality
- high dimensional datasets
- feature selection algorithms
- dimensionality reduction
- gene expression data
- microarray data
- microarray datasets
- outlier detection
- low dimensional
- fitness function
- high dimensional data
- feature space
- small sample
- multi objective
- distance based outlier detection
- dimension reduction
- mutual information
- high dimension
- euclidean distance
- neural network
- genetic algorithm ga
- support vector
- medical experts
- nearest neighbor
- genetic programming
- text categorization
- medical imaging
- multi class
- data sets
- feature selection and classifier
- congestion control
- similarity search
- classification accuracy
- support vector machine
- parameter optimization
- dimensional data
- model selection
- medical diagnosis
- variable selection
- simulated annealing
- medical images
- distance measure