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Questions tagged [cross-validation]

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1answer
155 views

how to predict on hold on test sample using krige.cv from gstat R toolbox?

I am using the 'krige.cv' function from the gstat toolbox in R. It does not take any 'newdata' as input for prediction ( as in universal kriging). How can I predict using the fitted model from this ...
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1answer
514 views

R kriging cross validation returns NA for all prediction points?

I'm trying to cross-validate the results of an [auto]Krige output but for some unknown reason the results of both autoKrige.cv (automap package) and krige.cv (gstat package) return NA for all values (...
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142 views

Cross validation: Spline with barriers

When interpolate a raster surface, using Spline with barriers it is possible to run cross validation for this method? I have a raster and i want to find the RMSE for IDW and Spline with barriers in ...
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0answers
57 views

Cross-validation error threshold in ArcGIS

I'm learning the Geostatistical Wizard toolset in ArcMap 10.4.1 and I am performing the cross-validation step in an IDW interpolation. I have done some research regarding the process of cross-...
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1answer
511 views

Specifying the “idp” and the “nmax” in the krige.cv function

I'm performing IDW interpolation using the idw R function from the gstat package. For the purpose of determining what combination of "idp" and "nmax" produces the lowest RMSE in leave-one-out-cross ...
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1answer
184 views

Cross validation in thiessen polygons interpolation

I apply Thiessen Polygons interpolation using the krige command in the gstat R package. Using krige without a variogram model sets automatically krige function to perform IDW, and when nmax parameter ...
2
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1answer
5k views

IDW in R with cross validation

I want to perform IDW interpolation using R, and more specifically, using the idw command from the gstat package. Also, I want to use the optimal number of neighbors (point locations) and distance ...
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0answers
480 views

Cross validation after kriging, in ArcGIS

I performed kriging interpolation using the kriging interpolation tool in ArcToolbox, not the Geostatistical Wizard method. However, how do I determine the cross validation without using the ...