Quantum-Enhanced Support Vector Machine for Large-Scale Stellar Classification with GPU Acceleration.
Kuan-Cheng ChenXiaotian XuHenry MakhanovHui-Hsuan ChungChen-Yu LiuPublished in: CoRR (2023)
Keyphrases
- support vector machine
- svm classifier
- classification method
- feature selection
- support vector machine svm
- support vector
- classification accuracy
- decision boundary
- multi class
- machine learning
- classification algorithm
- svm classification
- majority voting
- feature vectors
- feature space
- classification systems
- high classification accuracy
- training data
- small sample
- generalization ability
- automatic classification
- hierarchical text classification
- classification scheme
- parallel implementation
- real time
- pattern classification
- training set
- neural network
- classification models
- parallel processing
- kernel methods
- kernel function
- image classification
- feature set
- supervised learning
- real world
- soft margin
- multi class svm
- sequential minimal optimization
- data sets