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Table 1 Results from the leave-one-out cross-validation analysis of the four data sets

From: Bias correction and uncertainty characterization of Dead-Reckoned paths of marine mammals

Data set BM approach Conventional Linear interpolation
Coverage (%) CV-RMSE CV-RMSE CV-RMSE
Trip 1 Easting 99.3 0.37 0.49 0.43
Trip 1 Northing 98.2 0.39 0.50 0.51
Trip 2 Easting 99.2 1.03 1.02 1.47
Trip 2 Northing 100 0.85 1.15 1.06
  1. The first column is the actual coverage percentage for the BM posterior 95 % CI (how many of the GPS observations were actually covered by the 95 % CI from our BM trained without it). The cross-validation root mean squared errors (CV-RMSE) in kilometers (km) from our BM approach, the conventional method [1], and linear interpolation are in the last three columns