Practical Notes on Applying Generalised Stochastic Orderings to the Study of Performance of Classification Algorithms for Low Quality Data.
Patryk ZywicaKatarzyna BasiukajcInés CousoPublished in: EUSFLAT/IWIFSGN (3) (2017)
Keyphrases
- low quality
- data sets
- high quality
- benchmark datasets
- classification algorithm
- statistical analysis
- data reduction
- training data
- data structure
- computational complexity
- data sources
- spatio temporal
- low quality images
- classification accuracy
- data mining techniques
- text classification
- low resolution
- feature vectors
- data analysis
- data quality
- feature selection
- learning algorithm
- machine learning