However, in the problem of HPC strength prediction, the outcomes of Case 1 are more undesirable than that of Case 2. Thus, the users should be aware of the situation of Case 1, in which the predicted strength is greater than the actual strength, when they estimate strengths of HPC mixtures using the proposed FA-LSVR