An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics.
Victoria LópezAlberto FernándezSalvador GarcíaVasile PaladeFrancisco HerreraPublished in: Inf. Sci. (2013)
Keyphrases
- intrinsic characteristics
- data sets
- current trends
- imbalanced data
- machine learning
- raw data
- decision trees
- input data
- training samples
- data analysis
- original data
- pattern classification
- feature space
- classification accuracy
- data points
- model selection
- semi supervised learning
- classification models
- data streams
- imbalanced datasets
- imbalanced data sets
- artificial intelligence