Table 3.
KNN performance under variable K value with the FFT phase angle
K | Accuracy rate (%) | Computation time (sec) |
---|---|---|
1 | 47.3684 | 0.006459 |
2 | 47.3684 | 0.004232 |
3 | 31.5789 | 0.003207 |
4 | 42.1053 | 0.003746 |
5 | 47.3684 | 0.003096 |
6 | 47.3684 | 0.003887 |
7 | 57.8947 | 0.003187 |
8 | 52.6316 | 0.003562 |
9 | 36.8421 | 0.003119 |
10 | 42.1053 | 0.003630 |
Bold entries specify the highest accuracy rate and lowest computation time