A distance metric-based space-filling subsampling method for nonparametric models

Mathematics

• Computational Cost 50%
• Gaussian Process 50%
• Lattices 50%
• Minimizes 50%
• Nonparametric Model 100%
• Original Data Set 50%
• Real Data 50%
• Subsample 100%

Computer Science

• Computational Cost 50%
• Distance Metric 100%
• gaussian process model 50%
• Large Data Set 50%
• Prediction Accuracy 50%
• Volume Dataset 50%