Revisiting Data Complexity Metrics Based on Morphology for Overlap and Imbalance: Snapshot, New Overlap Number of Balls Metrics and Singular Problems Prospect.
José Daniel Pascual-TrianaDavid CharteMarta Andrés ArroyoAlberto FernándezFrancisco HerreraPublished in: CoRR (2020)
Keyphrases
- application domains
- small number
- data collection
- data sets
- database
- high quality
- original data
- data analysis
- synthetic data
- data points
- data mining techniques
- data processing
- data quality
- experimental data
- missing data
- statistical analysis
- image data
- knowledge discovery
- high dimensional
- data structure
- training data
- computer systems
- np complete
- data sources
- image analysis
- attribute values
- sensor data
- computational complexity
- data distribution
- raw data
- data mining tools