Significance of Classifier and Feature Selection in Automatic Identification of Electrical Appliances.
Samira GhorbanpourRammohan MallipeddiPublished in: SMC (2018)
Keyphrases
- automatic identification
- feature selection
- feature set
- support vector
- text categorization
- feature space
- feature selection algorithms
- feature subset
- support vector machine
- input features
- classification models
- permutation tests
- training data
- multi class
- small sample
- text classification
- feature reduction
- bayes classifier
- feature weighting
- feature selection and classifier
- training set
- feature extraction
- bayesian classifier
- feature ranking
- classification performances
- ensemble classifier
- decision trees
- knn
- machine learning
- fold cross validation
- selected features
- smart home
- classification method
- energy consumption
- classification accuracy