Quancorde: Boosting fidelity with Quantum Canary Ordered Diverse Ensembles.
Gokul Subramanian RaviJonathan M. BakerKaitlin N. SmithNathan EarnestAli Javadi-AbhariFrederic T. ChongPublished in: ICRC (2022)
Keyphrases
- ensemble methods
- ensemble learning
- base classifiers
- decision tree ensembles
- quantum computing
- decision trees
- multiple classifier systems
- base learners
- wide variety
- ensemble classifier
- weighted voting
- prediction accuracy
- quantum computation
- decision stumps
- benchmark datasets
- multi class
- learning algorithm
- partially ordered
- boosting algorithms
- classifier ensemble
- weak learners
- feature selection
- logic circuits
- artificial neural networks
- quantum mechanics
- imbalanced data
- support vector machine
- random forest
- evolutionary algorithm
- combining classifiers
- machine learning
- ensemble selection
- naive bayes
- machine learning methods