Optimal Machine Learning Approach for EEG Eye-State Classification in Metaverse Environment.
Akshat GauravBrij B. GuptaKwok Tai ChuiVarsha AryaJinsong WuPublished in: ICC Workshops (2024)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- initially unknown
- supervised machine learning
- supervised classification
- feature selection
- real time
- eeg signals
- classification accuracy
- text classification
- machine learning algorithms
- machine learning approaches
- classification method
- supervised learning
- support vector machine
- pattern classification
- binary decision tree
- support vector
- mobile robot
- automatic classification
- model selection
- training set
- state space
- feature extraction
- reinforcement learning
- eeg data
- active learning
- natural language processing
- semi supervised learning
- image classification
- dynamic programming
- signal processing
- feature space
- information extraction
- spectral features
- worst case
- optimal solution
- eye gaze
- preprocessing
- classification models
- feature subset
- learning tasks
- feature vectors
- training samples