Using Convolutional Neural Networks for the Helicity Classification of Magnetic Fields.
Nicolò Oreste Pinciroli VagoIbrahim A. HameedMichael KachelrießPublished in: CoRR (2021)
Keyphrases
- magnetic field
- convolutional neural networks
- pattern recognition
- pattern classification
- classification accuracy
- classification process
- machine learning
- decision trees
- classification scheme
- automatic classification
- classification method
- image classification
- classification systems
- preprocessing
- feature selection
- electromagnetic fields
- decision rules
- benchmark datasets
- support vector machine svm
- supervised learning
- feature vectors
- support vector
- training samples
- classification rules
- dynamic programming
- classification models
- training set
- feature space
- classification rate
- computational complexity
- objective function
- data sets