An Experimental Comparison of Qiskit and Pennylane for Hybrid Quantum-Classical Support Vector Machines.
Francesc Rodríguez-DíazJosé Francisco TorresDavid Gutiérrez-AvilésAlicia TroncosoFrancisco Martínez-ÁlvarezPublished in: CAEPIA (2024)
Keyphrases
- support vector
- quantum computation
- learning machines
- large margin classifiers
- quantum mechanics
- kernel function
- logistic regression
- cross validation
- binary classification
- classification accuracy
- kernel methods
- hyperplane
- radial basis function
- learning problems
- quantum computing
- decision function
- linear discriminant analysis
- database
- svm classifier
- training examples
- support vector machine
- parallel machines
- model selection
- feature selection
- quantum inspired
- data sets