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 |
\(15 \times 15\) | 43.06 | 30.02 | 6.13 | 5.06 | 61.65 | 40.44 | 7.01 | 5.50 |
\(20 \times 20\) | 11.41 | 10.31 | 2.66 | 2.22 | 15.93 | 12.52 | 3.97 | 3.22 |
\(25 \times 25\) | 6.34 | 6.64 | 1.44 | 1.30 | 6.60 | 6.38 | 1.54 | 1.47 |
\(30 \times 30\) | 4.45 | 4.44 | 0.87 | 0.87 | 4.87 | 4.46 | 0.72 | 0.80 |
\(35 \times 35\) | 3.63 | 3.56 | 0.66 | 0.69 | 3.32 | 3.14 | 0.50 | 0.58 |
\(40 \times 40\) | 2.50 | 2.85 | 0.56 | 0.57 | 1.83 | 1.85 | 0.35 | 0.39 |