Effect of Imbalanced Datasets on Security of Industrial IoT Using Machine Learning.
Maede ZolanvariMarcio Andrey TeixeiraRaj JainPublished in: ISI (2018)
Keyphrases
- imbalanced datasets
- machine learning
- cost sensitive learning
- decision trees
- learning from imbalanced data
- class distribution
- class imbalance
- sampling methods
- imbalanced data
- cost sensitive
- learning algorithm
- machine learning methods
- support vector machine
- intrusion detection
- machine learning algorithms
- ensemble methods
- feature selection
- training dataset
- text classification
- supervised learning
- feature selection algorithms
- data mining
- random forest
- misclassification costs
- learning models
- data analysis
- test set
- text mining
- knowledge discovery