Explainability-Informed Feature Selection and Performance Prediction for Nonintrusive Load Monitoring.
Rachel Stephen MollelLina StankovicVladimir StankovicPublished in: Sensors (2023)
Keyphrases
- feature selection
- prediction accuracy
- load forecasting
- monitoring system
- text categorization
- prediction error
- prediction model
- mutual information
- machine learning
- real time
- text classification
- feature space
- prediction algorithm
- multi class
- model selection
- high dimensionality
- data sets
- multi task
- feature selection algorithms
- load balancing
- decision support
- feature set
- sensor networks
- classification accuracy
- predictive model
- discriminative features
- feature ranking
- small sample
- support vector
- condition monitoring
- feature extraction
- redundant features
- method for feature selection