On Time Series Cross-Validation for Deep Learning Classification Model of Mental Workload Levels Based on EEG Signals.
Kunjira KingphaiYashar MoshfeghiPublished in: LOD (2) (2022)
Keyphrases
- cross validation
- deep learning
- eeg signals
- model selection
- unsupervised learning
- machine learning
- hyperparameters
- support vector
- brain computer interface
- generalization error
- unsupervised feature learning
- signal processing
- training set
- mental models
- weakly supervised
- neural network
- pattern recognition
- multiscale
- decision trees
- computer vision
- image features
- semi supervised
- high dimensional
- bayesian networks
- training data
- fold cross validation
- eeg data
- data mining