Relevant Physiological Indicators for Assessing Workload in Conditionally Automated Driving, Through Three-Class Classification and Regression.
Quentin MeteierEmmanuel de SalisMarine CapalleraMarino WidmerLeonardo AngeliniOmar Abou KhaledAndreas SondereggerElena MugelliniPublished in: Frontiers Comput. Sci. (2021)
Keyphrases
- automated classification
- class labels
- support vector
- classification accuracy
- model selection
- multiclass classification
- pattern recognition
- image classification
- decision trees
- classification algorithm
- classification method
- multi class classification
- feature vectors
- class conditional
- feature extraction
- automatic classification
- regression problems
- machine learning
- support vector machine svm
- target variable
- cross validation
- support vector machine
- class specific
- gaussian processes
- class probabilities
- heart rate
- nearest neighbour
- intra class
- cost sensitive
- training set
- decision rules
- svm classifier
- regression model
- knn