Table 11 Comparison of machine learning models and laboratory results.

From: Optimizing acidizing design and effectiveness assessment with machine learning for predicting post-acidizing permeability

Row

Initial permeability (mD)

Return permeability after acid injection (mD)

Permeability calculated from Eq. 1 (mD)

Error (%)

1

10

18.5

20.09

8.6

2

9.8

18.11

20.11

11.05

3

46.9

93.8

118.74

26.59

4

46.9

93.8

110.36

17.66

5

46.9

93.8

105.12

12.07