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Published January 28, 2026 | Version v1

On the spatial distance between training and validation data in model evaluation

  • 1. ROR icon Curtin University

Description

The code for reproducing the experiment and result is stored in "Origin_code.rar", with the required data stored in "Data_files.rar". Specifically:

  1. 'simulation_experiment.R' is for reproducing the simulation experiment.
  2. 'Modelling.R' is for reproducing the case study.
  3. "Casestudy_Rmarkdown.pdf" is the R markdown for showing the outputs for the case study step by step.
  4. 'compute_sliding_window_metrics.R' is the function for the moving distance validation (MDV) model
  5. 'fun_spatially_weighted_validation.R' is the function for spatial validation.
 
 
 
 
 

Files

Files (59.4 MB)

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md5:9015c93b8b39168f925db7628bbeb62b
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md5:45d3c30928276f30505d1817c1dca883
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