Cross-validation to select the optimum rank for a reduced-rank approximation to multivariate data

INIS

• data 100%
• approximations 100%
• validation 100%
• multivariate analysis 100%
• datasets 66%
• matrices 33%
• interactions 33%
• comparative evaluations 33%
• values 33%
• environment 33%
• testing 33%
• simulation 33%
• decomposition 33%
• applications 33%
• genotype 33%
• accuracy 33%
• gold 33%
• statistics 33%
• prediction 33%

Mathematics

• Multivariate Data 100%
• Cross-Validation 100%
• Prediction Quality 33%
• Simulation Study 33%
• Singular Value Decomposition 33%
• Low-Rank Approximation 33%
• Gold Standard 33%
• Multivariate Analysis 33%
• Overestimation 33%

Keyphrases

• Rank Selection 100%
• Reduced Rank 100%