Table 1 List of models’ statistics.

From: Advancing computational evaluation of adsorption via porous materials by artificial intelligence and computational fluid dynamics

Model

R2 Score

RMSE

AARD%

Gaussian process regression

0.966

3.022

18.732

Multi-layer perceptron

0.999

0.583

2.564

Polynomial regression

0.980

2.370

11.327