Gesture Classification of Surface Electromyography Signals Using Machine Learning Algorithms for Hand Prosthetics.
N. SubhashiniA. KandaswamyPublished in: J. Medical Imaging Health Informatics (2021)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning methods
- machine learning
- decision trees
- predictive accuracy
- learning algorithm
- learning problems
- machine learning approaches
- input features
- random forests
- learning tasks
- machine learning models
- machine learning systems
- supervised learning algorithms
- emg signals
- multiclass classification
- hand gestures
- feature extraction
- classification algorithm
- data sets
- statistical machine learning
- gesture recognition
- supervised learning
- training set
- supervised machine learning algorithms
- hand gesture recognition
- support vector
- human computer interaction
- feature vectors