Classification of Recorded Electrooculographic Signals on Drive Activity for Assessing Four Kind of Driver Inattention by Bagged Trees Algorithm: A Pilot Study.
Rafal DoniecSzymon SiecinskiNatalia PiasecznaKonrad DurajJoanna ChwalMaciej GawlikowskiEwaryst TkaczPublished in: PCBBE (2023)
Keyphrases
- pilot study
- classification algorithm
- preprocessing
- decision trees
- k means
- learning algorithm
- classification trees
- computational complexity
- optimal solution
- np hard
- support vector machine svm
- detection algorithm
- classification accuracy
- search space
- feature vectors
- feature extraction
- neural network
- probabilistic model
- class labels
- tree structure
- feature selection
- classification rate
- nearest neighbour