On the spatial distance between training and validation data in model evaluation
Hou, Weitao; Song, Yongze;
On the spatial distance between training and validation data in model evaluation
The code for reproducing the experiment and result is stored in "Origin_code.rar", with the required data stored in "Data_files.rar". Specifically: 'simulation_experiment.R' is for reproducing the simulation experiment. 'Modelling.R' is for reproducing the case study. "Casestudy_Rmarkdown.pdf" is the R markdown for showing the outputs for the case study step by step. 'compute_sliding_window_metrics.R' is the function for the moving distance validation (MDV) model 'fun_spatially_weighted_validation.R' is the function for spatial validation.
- Curtin University Australia
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selected citations
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These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Citations provided by BIP!popularityPopularity provided by BIP!
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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