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. 2018 Dec 5;474(2220):20180400. doi: 10.1098/rspa.2018.0400

Table 3.

Same as table 2 but for leave-one-float-out (LOFO) cross-validation.

pressure level performance metric spatial mean reference model space (one month) space (three months) space–time (three months)
10 dbar RMSE 0.8889 0.7177 0.6823 (4.9%) 0.6954 (3.1%) 0.6489 (9.6%)
Q3AE 0.8670 0.6107 0.5776 (5.4%) 0.5987 (2.0%) 0.5222 (14.5%)
MdAE 0.4750 0.3165 0.2981 (5.8%) 0.3062 (3.2%) 0.2552 (19.3%)
300 dbar RMSE 0.8149 0.7686 0.7486 (2.6%) 0.7483 (2.6%) 0.7388 (3.9%)
Q3AE 0.6320 0.5942 0.5733 (3.5%) 0.5666 (4.6%) 0.5556 (6.5%)
MdAE 0.3062 0.2856 0.2753 (3.6%) 0.2732 (4.3%) 0.2664 (6.7%)
1500 dbar RMSE 0.1337 0.1373 0.1308 (4.8%) 0.1313 (4.4%) 0.1307 (4.8%)
Q3AE 0.1043 0.1015 0.0976 (3.9%) 0.0973 (4.2%) 0.0959 (5.6%)
MdAE 0.0530 0.0511 0.0499 (2.3%) 0.0491 (3.7%) 0.0484 (5.3%)