A LightGBM-Based EEG Analysis Method for Driver Mental States Classification.
Hong ZengChen YangHua ZhangZhenhua WuJiaming ZhangGuojun DaiFabio BabiloniWanzeng KongPublished in: Comput. Intell. Neurosci. (2019)
Keyphrases
- classification method
- support vector machine svm
- classification accuracy
- decision rules
- benchmark data sets
- preprocessing
- pattern classification
- classification algorithm
- supervised learning
- similarity measure
- classification process
- pattern recognition
- support vector machine
- mental states
- accuracy rate
- intelligent systems
- machine learning methods
- classification scheme
- cross validation
- intelligent agents
- training samples
- model selection
- machine learning
- feature set
- knn
- artificial neural networks
- support vector
- multi agent
- training data
- feature extraction
- artificial intelligence