Table 5.
Average ranking (AR) of all models for AgNPs adsorption on ACfCS.
Model | R2 (Rank) | RMSE (Rank) | Emax (Rank) | Emin (Rank) | MAPE (Rank) | MAD (Rank) | AR |
---|---|---|---|---|---|---|---|
First-order | 8 | 4 | 8 | 1 | 8 | 4 | 5.50 |
Second-order | 15 | 15 | 15 | 15 | 15 | 15 | 15.00 |
Pseudo-first-order | 6 | 5 | 6 | 4 | 6 | 5 | 5.33 |
Pseudo-second-order | 3 | 3 | 3 | 8 | 3 | 3 | 3.83 |
Intraparticle diffusion | 14 | 14 | 14 | 14 | 14 | 14 | 14.00 |
Power | 12 | 9 | 12 | 13 | 13 | 9 | 11.33 |
Avrami | 7 | 6 | 7 | 5 | 7 | 6 | 6.33 |
Bangham | 13 | 10 | 13 | 9 | 10 | 10 | 10.83 |
Mixed 1,2-order | 1 | 1 | 1 | 3 | 2 | 1 | 1.50 |
Exponential | 5 | 7 | 5 | 6 | 5 | 7 | 5.83 |
Fractal-like exponential | 9 | 11 | 9 | 10 | 9 | 11 | 9.83 |
Boyd | 4 | 8 | 4 | 7 | 4 | 8 | 5.83 |
Fractal-like pseudo-first-order | 10 | 12 | 10 | 11 | 11 | 12 | 11.00 |
Fractal-like pseudo-second-order | 11 | 13 | 11 | 12 | 12 | 13 | 12.00 |
Fractal-like mixed 1,2-order | 2 | 2 | 2 | 2 | 1 | 2 | 1.83 |