Classification of Human Daily Activities Using Ensemble Methods Based on Smartphone Inertial Sensors.
Ku Nurhanim Ku Abd. RahimI. ElamvazuthiLila Iznita IzharGenci CapiPublished in: Sensors (2018)
Keyphrases
- ensemble methods
- daily activities
- decision trees
- machine learning methods
- benchmark datasets
- random forests
- machine learning
- classification algorithm
- classification accuracy
- support vector
- feature extraction
- base classifiers
- text classification
- support vector machine svm
- prediction accuracy
- base learners
- human activities
- inertial sensors
- mobile devices
- feature selection
- model selection
- image classification
- feature subset
- support vector machine
- training data
- position and orientation
- data sets
- real time