Cost-Aware Feature Selection for IoT Device Classification.
Biswadeep ChakrabortyDinil Mon DivakaranIdo NevatGareth W. PetersMohan GurusamyPublished in: IEEE Internet Things J. (2021)
Keyphrases
- feature selection
- classification accuracy
- support vector
- support vector machine
- classification models
- text classification
- feature set
- pattern recognition
- machine learning
- feature selection algorithms
- cost sensitive classification
- classification method
- small sample
- cost sensitive
- feature extraction
- feature vectors
- class separability
- web page classification
- unsupervised learning
- feature subset selection
- feature space
- decision trees
- high dimensionality
- gene expression data
- small samples
- cost sensitive learning
- bayes classifier
- method for feature selection
- preprocessing
- text categorization
- mutual information
- model selection
- image classification
- accurate classification
- irrelevant attributes
- feature selection and classification
- management system
- multi class
- markov blanket
- big data
- cloud computing
- feature ranking
- support vector machine svm
- bayesian classifier
- machine learning algorithms
- classification algorithm