Research Article

A Machine Learning-Based Model for Predicting Atmospheric Corrosion Rate of Carbon Steel

Table 1

Statistic properties of the experimental data.

Input variableTRHTOWSO2RfHoS
(0C)(%)(hrs)(mg/m2.day)(mg/m2.day)(mm)(hrs)(g/m2)
(X1)(X2)(X3)(X4)(X5)(X6)(X7)(Output)

Min17.40065.000112.2375.6415.14110.70036.30020.429
Mean25.53882.042445.40812.8868.197213.079146.24222.830
Max32.80091.000618.80925.85410.5661163.700270.80025.267
SD4.4246.921136.2146.2201.684306.32564.7881.076
COV0.1730.0840.3050.4820.2051.4370.4430.047