Table 40 Comparative prediction accuracy metrics for SO\(_1\)–SO\(_6\) using regression analysis.
From: Data-driven regression analysis of amylose using Sombor molecular descriptors
Descriptor | MSE | MAE | \(\hbox {Q}^2\) score |
|---|---|---|---|
SO\(_1\) | \(4.04 \times 10^{-28}\) | \(1.42 \times 10^{-14}\) | 0.8998 |
SO\(_2\) | \(2.35 \times 10^{-28}\) | \(1.51 \times 10^{-14}\) | 0.9969 |
SO\(_3\) | \(1.95 \times 10^{-28}\) | \(1.26 \times 10^{-14}\) | 0.8966 |
SO\(_4\) | \(3.12 \times 10^{-28}\) | \(1.67 \times 10^{-14}\) | 0.9671 |
SO\(_5\) | \(2.81 \times 10^{-28}\) | \(1.48 \times 10^{-14}\) | 0.9831 |
SO\(_6\) | \(3.59 \times 10^{-28}\) | \(1.72 \times 10^{-14}\) | 0.8821 |
