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Table 1 Area under the ROC curve for each delamination type blocks: the maximun value obtainable is 1 and closer to it the method scores, the better it is

From: Unsupervised learning approach to automation of hammering test using topological information

Delamination angle (°)

Area under the ROC curve

15

0.94

30

0.90

45

0.81

  1. In our case, for each test blocks, high values of the area under the ROC curve were obtained. This illustrates the efficiency of our proposed method for the delamination type defects up to an inclination of 45°