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. 2020 May 5;12(9):7626–7638. doi: 10.18632/aging.102900

Table 2. Mean absolute errors (MAEs) for models trained and applied on different age ranges.

MAE by Age Bin
Age Group Tested
Model Trained On [1-18) Years [18-45) Years [45-65) Years 65+ Years
Top-5[1,18) 1.35 7.17 5.11 4.88
Top-5[18,45) 1.60 6.41 5.12 5.26
Top-5[45, 65) 2.21 7.18 3.28 NA
Top-565+ 1.94 7.02 4.96 4.63
Top-10[1,18) 1.16 6.36 4.79 4.61
Top-10[18,45) 1.33 5.51 3.19 5.00
Top-10[45, 65) 2.12 6.80 2.91 NA
Top-1065+ 1.53 6.57 4.79 4.49

Models containing only the Top-5 and Top-10 variables were trained in one age group and tested on all age groups. MAEs are from testing on the 20% held-out dataset in each case.