Comparing Shape-Constrained Regression Algorithms for Data Validation.
Florian BachingerGabriel KronbergerPublished in: EUROCAST (2022)
Keyphrases
- data sets
- data mining algorithms
- data structure
- synthetic data
- incomplete data
- data collection
- data reduction
- database
- data mining techniques
- data analysis
- image data
- training data
- data quality
- noisy data
- data processing
- regression model
- decision trees
- original data
- raw data
- high quality
- computational complexity
- statistical analysis
- input data
- data sources
- knowledge discovery
- data points
- spatial data
- shape model
- high dimensional data
- optimization problems
- data mining tasks