Evaluation of Regression Algorithms and Features on the Energy Disaggregation Task.
Pascal A. SchirmerIosif MporasMichael ParaskevasPublished in: IISA (2019)
Keyphrases
- learning algorithm
- computationally efficient
- interesting features
- evaluation metrics
- benchmark datasets
- image features
- significant improvement
- neural network
- feature set
- feature extraction
- regression model
- evaluation measures
- learning models
- feature selection algorithms
- low level
- search algorithm
- least squares
- training data
- orders of magnitude
- energy consumption
- computer vision
- energy saving
- data streams