The Impact of Imputation Methods on the Classification of Household Devices from Electricity Usage Time Series.
Roberto SantanaPublished in: SNAMS (2023)
Keyphrases
- classification accuracy
- support vector machine svm
- missing values
- supervised learning
- feature vectors
- data imputation
- knn
- pattern recognition
- feature extraction
- feature selection
- support vector
- mobile devices
- face recognition
- support vector machine
- genetic algorithm
- rough sets
- k nearest neighbor
- machine learning
- neural network
- dimension reduction
- imputation methods
- data sets