Clinical Dataset Classification Using Feature Ranking And Satin Bower Bird Optimized SVMs.
K. S. NavinH. Khannah NehemiahY. Nancy JaneKannan ArputharajPublished in: Comput. J. (2024)
Keyphrases
- feature ranking
- feature selection
- fold cross validation
- microarray datasets
- support vector
- support vector machine
- feature subset selection
- high dimensionality
- feature subset
- classification models
- single feature
- random forest
- support vector machine svm
- gene selection
- svm classifier
- logistic regression
- feature set
- machine learning
- feature space
- classification accuracy
- feature extraction
- feature selection algorithms
- classification algorithm
- pattern classification
- training set
- benchmark datasets
- text categorization
- missing values
- feature vectors
- multi layer perceptron
- pattern recognition
- decision trees
- multi class
- generalization ability
- k nearest neighbor
- model selection