Top in the Lab, Flop in the Field?: Evaluation of a Sensor-based Travel Activity Classifier with the SHL Dataset.
Peter WidhalmMaximilian LeodolterNorbert BrändlePublished in: UbiComp/ISWC Adjunct (2018)
Keyphrases
- feature set
- ensemble learning
- training data
- multi class
- classification scheme
- classification process
- database
- support vector
- feature selection
- data sets
- learning phase
- fold cross validation
- rule interestingness measures
- ensemble classifier
- evaluation model
- linear classifiers
- synthetic datasets
- evaluation method
- classification method
- sensor data
- nearest neighbor
- semi supervised
- support vector machine
- active learning
- training set