A novel feature selection method based on quantum support vector machine.
Haiyan WangPublished in: CoRR (2023)
Keyphrases
- support vector machine
- multi class
- svm classifier
- support vector
- training data
- feature selection
- support vector machine svm
- quantum computation
- training set
- quantum computing
- machine learning
- kernel function
- k nearest neighbor
- kernel methods
- soft margin
- quantum mechanics
- generalization ability
- quantum inspired
- feature space
- decision forest
- feature vectors
- classification method
- high classification accuracy
- probability ranking principle
- quantum evolutionary algorithm
- support vector regression
- small sample
- svm classification
- stock market prediction
- channel capacity
- multi class support vector machines
- classification algorithm
- hyperplane
- radial basis function
- real time
- knn
- evolutionary algorithm
- bayesian networks
- feature extraction
- knowledge base
- neural network
- data sets