Exploring the Potential of Quantum-Based Machine Learning: A Comparative Study of QSVM and Classical Machine Learning Algorithms.
Zeynep OzpolatMurat KarabatakPublished in: ISDFS (2023)
Keyphrases
- machine learning algorithms
- machine learning
- benchmark data sets
- machine learning methods
- learning algorithm
- learning problems
- decision trees
- predictive accuracy
- learning tasks
- machine learning models
- machine learning approaches
- quantum computation
- machine learning systems
- random forests
- transfer learning
- quantum mechanics
- meta learning
- machine learning and data mining algorithms
- data mining
- knowledge discovery
- statistical machine learning
- text mining
- supervised learning
- information extraction
- probabilistic model
- active learning
- prior knowledge
- feature vectors
- standard machine learning algorithms
- artificial neural networks