Handling Imbalanced Data for Detecting Scams in Ethereum Transactions Using Sampling Techniques.
Lakshmi Priya KrishnanIman VakiliniaSandeep ReddivariSanjay AhujaPublished in: ISDFS (2024)
Keyphrases
- imbalanced data
- sampling methods
- imbalanced datasets
- class distribution
- linear regression
- support vector machine
- ensemble methods
- random forest
- imbalanced class distribution
- class imbalance
- feature selection
- classification models
- highly skewed
- random sampling
- decision trees
- multi class
- minority class
- high dimensional
- training data