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. 2020 Nov 13;51(5):2818–2837. doi: 10.1007/s10489-020-01929-4

Table 8.

Relative error between the estimated cases using LSTM model [38] and the real data of Canada [43]

Date Real Infected (Canada) LSTM (Canada) Relative error percentage (LSTM) SEIAQRDT (Canada) Relative error percentage (SEIAQRDT)
Apr 14, 20 27,063 26,475 2.1727 26,696 1.356
Apr 15, 20 28,379 27,954 1.4975 28,023 1.2544
Apr 16, 20 30,106 29,342 2.5377 29,754 1.1692
Apr 17, 20 31,927 30,976 2.9786 31,600 1.0242
Apr 18, 20 33,383 32,499 2.648 33,057 0.9765
Apr 19, 20 35,056 34,008 2.9895 34,744 0.89
Apr 20, 20 36,829 35,545 3.4863 36,514 0.8553
Apr 21, 20 38,422 37,079 3.4953 38,111 0.8094
Apr 22, 20 40,190 38,592 3.9761 39,894 0.7365
Apr 23, 20 42,110 40,127 4.709 41,827 0.672
Apr 24, 20 43,888 41,670 5.0537 43,666 0.5058
Apr 25, 20 45,354 43,200 4.7493 45,127 0.5005
Apr 26, 20 46,895 44,716 4.6465 46,729 0.3539
Apr 27, 20 48,500 46,342 4.4494 48,342 0.3257
Apr 28, 20 50,026 47,814 4.4217 49,897 0.2578
Average Relative Error 3.5874 0.7791