Performance Analysis of Support Vector Machine Implementations on the D-Wave Quantum Annealer.
Harshil Singh BhatiaFrank PhillipsonPublished in: ICCS (6) (2021)
Keyphrases
- radial basis function
- support vector machine
- support vector machine svm
- support vector
- svm classifier
- quantum computation
- training data
- multi class
- quantum inspired
- efficient implementation
- quantum mechanics
- generalization ability
- kernel methods
- quantum computing
- k nearest neighbor
- kernel function
- knn
- feature vectors
- classification method
- training set
- svm classification
- data sets
- stock market prediction
- artificial intelligence
- information systems
- channel capacity
- high classification accuracy
- wave propagation
- feature space
- small sample
- optimal parameters
- hybrid model
- support vector regression
- hyperplane
- real time