Table 5.
KNN performance under variable K value with the FFT amplitude
K | Accuracy rate (%) | Computation time (sec) |
---|---|---|
1 | 94.7368 | 0.060759 |
2 | 94.7368 | 0.044100 |
3 | 68.4211 | 0.003209 |
4 | 84.2105 | 0.004112 |
5 | 73.6842 | 0.003160 |
6 | 78.9474 | 0.003282 |
7 | 73.6842 | 0.003519 |
8 | 73.6842 | 0.003193 |
9 | 73.6842 | 0.003118 |
10 | 73.6842 | 0.003153 |
Bold entries specify the highest accuracy rate and lowest computation time