Research Article

A Novel Approach for Detection of Pavement Crack and Sealed Crack Using Image Processing and Salp Swarm Algorithm Optimized Machine Learning

Table 3

p values obtained from the Wilcoxon signed rank test results.

ClassComparisonvalue

NoncrackCV-SSA-SVM vs. Adam-BPANN0.0005
CV-SSA-SVM vs. Adam-DCNN1.0000
CV-SSA-SVM vs. RFC0.0350

Sealed crackCV-SSA-SVM vs. Adam-BPANN0.0002
CV-SSA-SVM vs. Adam-DCNN0.0020
CV-SSA-SVM vs. RFC0.0001

CrackCV-SSA-SVM vs. Adam-BPANN0.0004
CV-SSA-SVM vs. Adam-DCNN0.0075
CV-SSA-SVM vs. RFC0.0401