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EURASIP Journal on Advances in Signal Processing

Table 3 RMSE on training, test and validation sets for the OMI-TOC NN and its modified version

From: Tropospheric ozone column retrieval from OMI data by means of neural networks: a validation exercise with ozone soundings over Europe

Dataset

TOC Std. [DU]

RMSE [DU]

  

OMI-TOC NN

Mod. OMI-TOC NN

Training

11.49

7.43

6.22

Test

11.23

8.03

7.20

Validation

11.83

10.21

8.40

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