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Table 2 Comparative of the statistics of the H s estimates made by the standard method and proposed MLP-based estimators once designed, i.e., when processing the testing data set

From: Estimate of significant wave height from non-coherent marine radar images by multilayer perceptrons

 

Ekofisk

FINO 1

 

Error bias

Error SD

Corr. Coef.

Error bias

Error SD

Corr. Coef.

Standard method

-0.18 m

0.27 m

0.95

+0.02 m

0.44 m

0.89

MLP-based method

+0.14 m

0.22 m

0.97

-0.03 m

0.27 m

0.96

Improvement

-

18.5%

2.1%

-

38.6%

7.8%