A hybrid imbalanced classification model based on data density.
Shengnan ShiJie LiDan ZhuFang YangYong XuPublished in: Inf. Sci. (2023)
Keyphrases
- data collection
- data analysis
- synthetic data
- data sources
- knowledge discovery
- input data
- decision trees
- data processing
- raw data
- data structure
- original data
- classification models
- machine learning
- data sets
- data reduction
- support vector machine svm
- database
- data points
- classification accuracy
- prior knowledge
- preprocessing
- pattern recognition
- nearest neighbor
- active learning
- data streams
- class labels
- data distribution
- high quality
- pattern classification
- training data
- feature selection