Table 3 Accuracy of machine learning methods in DTS estimation based on statistical parameters.

From: Comparing the performance of machine learning methods in estimating the shear wave transit time in one of the reservoirs in southwest of Iran

 

ANN

Bay

LIN

RF

LB

SVM

ARE

0.0436

0.1998

0.1998

0.1011

− 0.2063

0.6219

MSE

22.4068

28.0138

28.0240

9.4567

27.8158

37.5822

RMSE

4.7336

5.2928

5.2938

3.0751

5.2741

6.1304

R2

0.8780

0.8471

0.8470

0.9495

0.8583

0.7975

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