A hybrid classification approach to improving location accuracy in a Bluetooth-based room localisation system.
Yi-Min GuoSheng-Yi PanHai-Ying WangHui-Ru ZhengPublished in: ICMLC (2010)
Keyphrases
- classification accuracy
- accuracy rate
- pattern recognition
- predictive accuracy
- classification rate
- high accuracy
- classification algorithm
- classification scheme
- correct classification
- computational cost
- roc analysis
- preprocessing
- mobile phone
- support vector
- feature selection
- machine learning
- pattern classification
- classification method
- machine learning methods
- prediction accuracy
- svm classifier
- machine learning algorithms
- image classification
- support vector machine
- neural network
- error rate
- ubiquitous computing
- generalization ability
- support vector machine svm
- training samples
- fold cross validation
- feature vectors
- random selection
- receiver operating characteristic curves