Regression tree classification for activity prediction in smart homes.
Bryan David MinorDiane J. CookPublished in: UbiComp Adjunct (2014)
Keyphrases
- smart home
- regression trees
- prediction accuracy
- decision trees
- classification accuracy
- prediction model
- human activities
- training set
- random forests
- ambient intelligence
- benchmark datasets
- activities of daily living
- data mining
- regression problems
- classification models
- decision rules
- feature set
- feature vectors
- feature selection
- artificial intelligence
- machine learning
- regression model
- machine learning algorithms
- model selection
- classification rules
- graphical models
- supervised learning
- training data