Official Journal of the Asia Oceania Geosciences Society (AOGS)
Num. of neurons | Mean absolute percentage error (MAPE) | |||||||
---|---|---|---|---|---|---|---|---|
VQTAM | VQTAM-LLE | |||||||
\(\rho ^{a}_{xy}\) | \(\rho ^{a}_{yx}\) | \(\phi _{xy}\) | \(\phi _{yx}\) | \(\rho ^{a}_{xy}\) | \(\rho ^{a}_{yx}\) | \(\phi _{xy}\) | \(\phi _{yx}\) | |
\(10 \times 10\) | 92.55 | 148.30 | 26.69 | 43.12 | 231.71 | 738.93 | 110.63 | 52.74 |
\(15 \times 15\) | 80.73 | 113.26 | 25.48 | 41.87 | 101.59 | 314.23 | 51.80 | 41.05 |
\(20 \times 20\) | 64.59 | 160.79 | 20.91 | 33.97 | 128.26 | 369.00 | 21.09 | 29.86 |
\(25 \times 25\) | 56.86 | 89.80 | 23.29 | 37.18 | 66.54 | 262.35 | 23.48 | 35.49 |
\(30 \times 30\) | 38.51 | 30.71 | 7.24 | 6.72 | 38.51 | 39.93 | 6.16 | 5.61 |
\(35 \times 35\) | 26.65 | 32.48 | 4.62 | 3.68 | 32.82 | 47.60 | 4.25 | 3.65 |
\(40 \times 40\) | 3.40 | 2.90 | 0.54 | 0.55 | 2.53 | 2.51 | 0.38 | 0.43 |