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. 2020 Dec 3;20(23):6900. doi: 10.3390/s20236900

Table 5.

Accuracy testing for different data packet sizes.

Packet Data Size Equivalent Time of Each Packet Number of Train Data Number of Test Data Accuracy in Test Data Training Time
300 6 s 2481 1075 98.14% 48.3 min
250 5 s 2983 1291 97.90% 34.2 min
200 4 s 3735 1613 96.40% 32.7 min
150 3 s 4990 2149 98.09% 35.56 min
100 2 s 7498 3223 95.03% 32.4 min
50 1 s 15,022 6448 93.24% 32.6 min
20 0.4 s 18,797 8063 80.14% 33.1 min
12 0.24 s 31,322 13,440 68.58% 33.3 min