Table 5.
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 |