Cost-aware Feature Selection for IoT Device Classification.
Biswadeep ChakrabortyDinil Mon DivakaranIdo NevatGareth W. PetersMohan GurusamyPublished in: CoRR (2020)
Keyphrases
- feature selection
- classification accuracy
- text classification
- classification models
- feature space
- support vector
- feature extraction
- support vector machine
- accurate classification
- image classification
- cost sensitive
- feature set
- classification performances
- text categorization
- machine learning
- web page classification
- pattern recognition
- cost sensitive classification
- cost sensitive learning
- feature subset selection
- select relevant features
- feature subset
- high dimensionality
- classification algorithm
- model selection
- method for feature selection
- support vector machine svm
- feature selection and classification
- decision trees
- bayesian classifier
- informative features
- bayes classifier
- mutual information
- preprocessing
- data sets
- support vector classification
- learning algorithm
- class separability
- irrelevant features
- dimensionality reduction
- small sample
- discriminative features
- feature weighting
- total cost
- unsupervised learning
- class labels
- big data
- dimension reduction