Quantum-Enhanced Support Vector Machine for Large-Scale Multi-class Stellar Classification.
Kuan-Cheng ChenXiaotian XuHenry MakhanovHui-Hsuan ChungChen-Yu LiuPublished in: ICIC (10) (2024)
Keyphrases
- multi class
- support vector machine
- multi class classification
- multiclass classification
- support vector machine svm
- multi class classifier
- svm classifier
- multiple classes
- support vector
- binary classifiers
- multi class boosting
- multi class svm
- cost sensitive
- feature vectors
- multiclass problems
- feature selection
- binary and multi class
- generalization ability
- classification algorithm
- single class
- decision boundary
- svm classification
- machine learning
- multi class classifiers
- class probabilities
- binary classification
- base classifiers
- feature space
- training set
- error correcting output codes
- binary classification tasks
- linear classifiers
- object detection
- multi class svms
- hyperplane
- binary classification problems
- k nearest neighbor
- pairwise
- training data
- neural network
- feature extraction
- multi class problems
- soft margin
- kernel methods
- kernel function
- knn
- majority voting
- classification accuracy
- support vector regression
- training samples