RG-SVM: Recursive gaussian support vector machine based feature selection algorithm for liver disease classification.
Prasannavenkatesan TheerthagiriDevarayapattana Siddalingaiah SahanaPublished in: Multim. Tools Appl. (2024)
Keyphrases
- support vector machine
- support vector machine svm
- svm classifier
- support vector
- svm classification
- classification method
- generalization ability
- feature vectors
- high classification accuracy
- classification algorithm
- decision boundary
- multi class
- feature selection
- rbf kernel
- kernel function
- support vectors
- leave one out cross validation
- machine learning
- k nearest neighbor
- classification accuracy
- training set
- hyperplane
- multi class svm
- soft margin
- k nearest neighbour
- kernel methods
- knn
- pattern recognition
- training data
- radial basis function
- structured output
- feature space
- sequential minimal optimization
- liver disease
- multi layer perceptron
- nearest neighbour
- support vector regression
- text classification