Exponential Error Convergence in Data Classification with Optimized Random Features: Acceleration by Quantum Machine Learning.
Hayata YamasakiSho SonodaPublished in: CoRR (2021)
Keyphrases
- machine learning
- data sets
- classification accuracy
- data collection
- prior knowledge
- extracted features
- pattern recognition
- data analysis
- database
- training data
- feature values
- irrelevant features
- data points
- knowledge discovery
- feature subset
- machine learning algorithms
- class discrimination
- classification models
- original data
- class labels
- benchmark datasets
- feature space
- feature extraction
- decision trees
- model selection
- false positives
- classification method
- image classification
- text mining
- image features
- feature selection