A Preprocessing Perspective for Quantum Machine Learning Classification Advantage in Finance Using NISQ Algorithms.
Javier MancillaChristophe PerePublished in: Entropy (2022)
Keyphrases
- machine learning
- preprocessing
- machine learning algorithms
- pattern recognition
- preprocessing phase
- machine learning approaches
- learning algorithm
- decision trees
- machine learning methods
- text classification
- feature extraction
- computational cost
- classification algorithm
- supervised classification
- artificial intelligence
- data analysis
- pattern classification
- benchmark datasets
- supervised machine learning
- text mining
- supervised learning
- support vector machine
- classification accuracy
- neural network
- data reduction
- preprocessing steps
- classification scheme
- support vector machine svm
- theoretical analysis
- optimization problems
- computational intelligence
- knowledge discovery
- feature selection