Construction of an error function for solving the text ranking identification problem

In the paper, an error function for text ranking identification problem is proposed. The rationale of incorrect use of error functions for problems where the output values are real numbers is provided. An alternative is the usage of error functions taking values of relative variation ranking results. Also, a special case of identification problem formulation where a ranking result is considered as relevance class is proposed.