In most practical cases, it is impossible to obtain a complete and representative database that includes sufficient number of representative examples.This fact renders most of available defects and cracks databases useless.In this paper, an aligning method is formalized by a fuzzy recursive least square algorithm as a learning methodology for electromagnetic alternative current field measurement (ACFM) probe signals of a crack (data).