Wrapper-Based Feature Selection for Medical Diagnosis: The BTLBO-KNN Algorithm.
Fateh SeghirAhlem DrifSaadeddine SelmaniHocine CherifiPublished in: IEEE Access (2023)
Keyphrases
- medical diagnosis
- feature selection
- knn algorithm
- knn
- k nearest neighbor
- text classification
- text categorization
- mutual information
- support vector machine
- medical images
- diagnostic reasoning
- nearest neighbor
- feature selection algorithms
- k nearest neighbour
- medical diagnostic
- medical decision making
- expert systems
- naive bayes
- feature ranking
- information gain
- machine learning
- distance function
- classification accuracy
- feature set
- dimensionality reduction
- high dimensionality
- support vector
- feature space
- medical knowledge
- heart disease
- classification models
- feature subset
- feature extraction
- knowledge discovery
- decision trees
- feature vectors