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. 2024 Apr 11;11:370. doi: 10.1038/s41597-024-03165-8

Table 6.

Error Metrics for calcium interpolation methods, generated via leave-one-out cross-validation.

Method r RMSE MAE MBE MSA
NN 0.78 32.77 13.25 0.09 0.21
IDW-OR 0.82 28.03 12.25 0.16 0.23
IDW-OM 0.82 28.63 12.09 0.13 0.21
OK 0.82 28.61 13.39 −0.01 0.30
OK-ZN 0.84 27.06 11.79 0.01 0.22

The best interpolation methods for each metric are highlighted in bold. Metrics: r = correlation coefficient, RMSE = Root Mean Square Error, MAE = Mean Absolute Error, MBE = Mean Bias Error, MSA = Median Symmetric Accuracy. Methods: NN = nearest neighbour; IDW-OR = inverse distance weighting, RMSE-optimised; IDW-OM = inverse distance weighting, MAE-optimised; OK = ordinary kriging, unconstrained nugget; OK-ZN = ordinary kriging, zero nugget.