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. 2024 Dec 3;14:30086. doi: 10.1038/s41598-024-81166-8

Table 8.

Comparison of the fitting and predicting MAPEs of the previous and proposed GM(1,1) models.

GM(1,1) Fitting MAPEs (rank) Predicting MAPEs (rank)
Typical GM(1,1) 4.399448 (4) 5.040509 (4)
Previous model 1: GA-Based GM(1,1) 3.603791 (1) 4.840301 (3)
Previous model 2: GM(1,1;λ) with constrained linear least squares 4.182273 (3) 3.296336 (1)
Proposed GM(1,1) 4.090405 (2) 3.775669 (2)