A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition.
Frank KulwaHaoshi ZhangOluwarotimi Williams SamuelMojisola Grace AsogbonErik J. SchemeRami N. KhushabaAlistair A. McEwanGuanglin LiPublished in: IEEE Trans. Hum. Mach. Syst. (2024)
Keyphrases
- hyperparameters
- pattern recognition
- model selection
- cross validation
- closed form
- support vector
- bayesian inference
- bayesian framework
- random sampling
- sample size
- gaussian process
- incremental learning
- em algorithm
- prior information
- noise level
- incomplete data
- maximum likelihood
- gaussian processes
- maximum a posteriori
- machine learning
- parameter space
- regularization parameter
- image processing
- parameter settings
- computer vision
- missing values
- neural network
- prior knowledge
- feature extraction
- grid search
- active learning
- feature selection
- generative model
- dimensionality reduction
- supervised learning
- wavelet transform
- support vector machine
- data points
- data sets