Comparison of machine learning algorithms and feature extraction techniques for the automatic detection of surface EMG activation timing.
Valentina Mejía GallónStirley Madrid VélezJuan RamírezFreddy BolanosPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- automatic detection
- machine learning algorithms
- feature extraction
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- random forests
- predictive accuracy
- learning problems
- machine learning approaches
- automatically detecting
- learning tasks
- face recognition
- three dimensional
- emg signals
- feature vectors
- machine learning systems
- feature space
- machine learning models
- input features
- feature selection
- feature set
- knn