Variational Quantum Classifier for Binary Classification: Real vs Synthetic Dataset.
Danyal MaheshwariDaniel Sierra-SosaBegonya Garcia-ZapirainPublished in: IEEE Access (2022)
Keyphrases
- binary classification
- binary classifiers
- support vector
- synthetic datasets
- support vector machine
- multiclass classification
- multi class
- binary classification problems
- real life
- learning problems
- cost sensitive
- multi class classification
- generalization error
- svm classifier
- multi label
- prediction accuracy
- classification algorithm
- real world
- training samples
- feature selection
- learning algorithm
- feature set
- class imbalance
- training data
- decision trees
- experimental study
- kernel methods
- pairwise
- training examples
- text categorization
- supervised learning