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. 2020 May 15;10:8117. doi: 10.1038/s41598-020-65121-x

Table 2.

The performance measures of the best artificial neural networks.

Performance measures set All data
training validation test
R2 0.9679 0.9481 0.9452 0.9594
MSE (nm) 1188 1723 2221 1501
RMSE (nm) 34.47 41.51 47.13 38.74
MAE (nm) 26.38 31.71 33.58 28.88
NSE 0.9679 0.948 0.9451 0.9594