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

Mathematics

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

Computer Science

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