User Training with Error Augmentation for Electromyogram-based Gesture Classification.
Yunus BicerNiklas Smedemark-MarguliesBasak CelikElifnur SungerRyan OrendorffStephanie NaufelTales ImbiribaDeniz ErdogmusEugene TunikMathew YarossiPublished in: CoRR (2023)
Keyphrases
- training phase
- supervised learning
- training set
- support vector
- classification accuracy
- training samples
- classification models
- pattern classification
- classification method
- multi layer perceptron
- error rate
- training process
- support vector machine
- user experience
- classification algorithm
- user interaction
- decision trees
- classification scheme
- low error rates
- visual feedback
- multimodal interfaces
- classification performances
- machine learning
- image classification
- feature vectors
- pattern recognition
- feature selection
- user model
- support vector machine svm
- automatic classification
- user interface
- sign language
- feature space
- training data
- hand movements
- avoid overfitting