A Comparative Analysis of Appliance Classifiers for Wireless Classification System.
Kriengsak PanphotongWorachet BuasuwarnNutthanon LeelathakulPublished in: AINTEC (2014)
Keyphrases
- classification method
- classification algorithm
- classification systems
- support vector
- decision trees
- classification rate
- classification models
- svm classifier
- classification process
- machine learning methods
- class labels
- supervised classification
- machine learning algorithms
- feature selection
- nearest neighbor classifier
- probabilistic classifiers
- support vector machine svm
- training samples
- accurate classification
- classification schemes
- machine learning
- rule based classifier
- final classification
- classification accuracy
- higher classification accuracy
- pattern recognition
- k nearest neighbour
- decision tree classifiers
- feature vectors
- support vector machine classifiers
- multiple classifier systems
- classification decisions
- multiple classifiers
- multi category
- correctly classified
- optimum path forest
- multiclass classification
- improves the classification accuracy
- decision boundary
- training data
- majority voting
- training set
- feature space
- discriminant functions
- naive bayes
- feature set
- supervised learning
- support vector machine
- accurate classifiers
- binary classifiers
- classifier combination
- ensemble classifier
- data stream classification
- sufficient training data
- imbalanced data sets
- classification procedure
- discriminative classifiers
- roc analysis
- individual classifiers
- nearest neighbour
- wireless networks
- image classification
- multi class
- mobile devices