Extracting Baseline Electricity Usage Using Gradient Tree Boosting.
Taehoon KimDongeun LeeJaesik ChoiAnna SpurlockAlex SimAnnika ToddKesheng WuPublished in: SmartCity (2015)
Keyphrases
- tree structure
- classification trees
- regression trees
- weighted sums
- electric power
- ensemble methods
- short term
- ensemble learning
- combining multiple
- gradient direction
- tree nodes
- electricity consumption
- learning algorithm
- r tree
- base classifiers
- linear combination
- tree structures
- data structure
- boosting algorithms
- website
- relative improvement
- tree induction