Microscopic parasite malaria classification using best feature selection based on generalized normal distribution optimization.
Javeria AminMuhammad Almas AnjumAbraz AhmadMuhammad Imran SharifSeifedine KadryJungeun KimPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- feature selection
- normal distribution
- classification accuracy
- text classification
- support vector machine
- machine learning
- classification models
- feature extraction
- feature space
- support vector
- pattern recognition
- standard deviation
- feature set
- high dimensionality
- model selection
- random variables
- probability distribution
- text categorization
- data mining
- unsupervised learning
- gene expression profiles
- knowledge discovery
- feature vectors
- decision trees
- markov random field
- dimensionality reduction
- supervised learning
- covariance matrix
- query processing
- probability density function
- feature subset
- similarity measure
- feature selection algorithms
- image processing