Daily sound recognition for elderly people using ensemble methods.
Arslan ShaukatMuhammad AhsanAli HassanFarhan RiazPublished in: FSKD (2014)
Keyphrases
- ensemble methods
- prediction accuracy
- random forests
- machine learning methods
- decision trees
- benchmark datasets
- ensemble learning
- drifting concepts
- base classifiers
- random forest
- generalization ability
- object recognition
- ensemble classifier
- base learners
- classifier ensemble
- majority voting
- imbalanced data
- bootstrap sampling
- pattern recognition
- feature subset
- daily activities
- decision tree ensembles
- neural network
- ensemble feature selection
- ensemble pruning
- ensemble members
- machine learning