Reaching the ceiling? Empirical scaling behaviour for deep EEG pathology classification.
Ann-Kathrin KiessnerRobin Tibor SchirrmeisterJoschka BoedeckerTonio BallPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- classification accuracy
- eeg signals
- pattern recognition
- machine learning
- classification scheme
- feature selection
- training set
- pattern classification
- image classification
- classification process
- eeg data
- classification systems
- sleep stage
- automatic classification
- classification method
- classification algorithm
- cross validation
- support vector machine svm
- text classification
- feature set
- support vector machine
- preprocessing
- decision trees
- benchmark datasets
- training samples
- theoretical analysis
- classification rate
- brain computer interface
- feature vectors
- support vector