An Investigation of SMOTE Based Methods for Imbalanced Datasets with Data Complexity Analysis (Extended Abstract).
Nur Athirah AzharMuhammad Syafiq Mohd PoziAniza Mohamed DinAdam JatowtPublished in: ICDE (2024)
Keyphrases
- extended abstract
- complexity analysis
- imbalanced datasets
- data sets
- sampling methods
- data mining techniques
- training data
- high dimensional data
- raw data
- original data
- data points
- missing values
- input data
- labeled data
- imbalanced data
- benchmark datasets
- highly skewed
- machine learning methods
- theoretical analysis
- feature set
- feature selection