Table 6.
Inference Time (millisecond) for Machine Learning Algorithms.
Number of Wavelengths | QDA | NN | SVM | RF | CNN |
---|---|---|---|---|---|
53 | 377.99 | 357.57 | >1000 | 322.55 | 504.20 |
5 | 45.96 | 127.61 | >1000 | 307.75 | 170.21 |
4 | 42.29 | 118.73 | >1000 | 303.97 | 163.19 |
3 | 34.99 | 112.87 | >1000 | 271.98 | 161.82 |
2 | 33.65 | 108.06 | >1000 | 248.31 | 157.38 |