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Table 9 Accuracy of model NBC-III

From: Grading assessment of steel bar corrosion in concrete structures based on naive Bayesian model and spontaneous magnetic flux leakage effect

Rebar condition

Rust grade

Rust rate α

β and γ range

Correct number

Accuracy

No rust

1

0≤α<0.02

0≤β<0.02 or 0≤γ<0.2

0

100.0%

Slight rust

2

0.02≤α<0.1

0.02≤β<1 or 0.2≤γ<0.4

11

91.7%

Moderate rust

3

0.1≤α<0.2

1≤β<3 or 0.4≤γ<0.9

15

83.3%

Severe rust

4

0.2≤α≤1

β≥3 or γ≥0.9

23

95.6%

Total

49

90.7%