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 |
\(15 \times 15\) | 33.02 | 25.36 | 7.23 | 6.14 | 47.44 | 33.84 | 7.15 | 5.77 |
\(20 \times 20\) | 11.63 | 10.61 | 3.29 | 2.67 | 18.75 | 16.14 | 4.44 | 3.47 |
\(25 \times 25\) | 6.57 | 6.49 | 1.45 | 1.37 | 6.97 | 6.71 | 1.63 | 1.66 |
\(30 \times 30\) | 5.11 | 5.32 | 1.03 | 1.00 | 4.99 | 7.20 | 0.93 | 0.97 |
\(35 \times 35\) | 3.48 | 3.39 | 0.70 | 0.72 | 3.44 | 7.17 | 0.53 | 0.62 |
\(40 \times 40\) | 2.66 | 2.47 | 0.51 | 0.52 | 2.10 | 1.91 | 0.36 | 0.39 |