A Note on Using Performance and Data Profiles for Training Algorithms.
Margherita PorcelliPhilippe L. TointPublished in: ACM Trans. Math. Softw. (2019)
Keyphrases
- data sets
- data structure
- original data
- data processing
- noisy data
- raw data
- statistical methods
- data reduction
- small number
- optimization problems
- computer systems
- database
- data mining techniques
- data distribution
- data mining algorithms
- missing data
- user profiles
- statistical analysis
- image data
- data sources
- prior knowledge
- neural network
- training dataset
- incomplete data
- data mining
- synthetic datasets
- computational complexity
- high quality
- labeled data
- data collection
- worst case
- data points
- computational cost
- training set