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. 2021 Jun 10;18(12):6272. doi: 10.3390/ijerph18126272

Table 4.

Performance comparison on the testing data sets MarAprMay-1, MarAprMay-2, and MarAprMay-3. Smaller ASSE and MSE indicate better performance. “Pretrained” refers to the pretrained model. “Original early trained” refers to the early trained models trained by the data set Mar01. “Updated-Early-1” refers to the early trained models trained by the data set Mar01-Updated-1. “Updated-Early-2” refers to the early trained models trained by the data set Mar01-Updated-2.

Method MarAprMay-1 MarAprMay-2 MarAprMay-3
ASSE MSE ASSE MSE ASSE MSE
Pretrained 0.346 0.783 0.283 0.731 0.293 0.767
Original early trained 0.156 0.810 0.106 0.769 0.152 0.781
Updated-Early-1 0.036 0.699 0.052 0.753 0.025 0.707
Updated-Early-2 0.030 0.721 0.037 0.672 0.026 0.645