Table 5 Comparison of predicted and actual values with relative errors for PINN.
From: Analysis of a mathematical model for malaria using data-driven approach
Parameter | Predicted Value | Actual Value | Relative Error (%) |
|---|---|---|---|
Birth rate of humans | 0.39200 | 0.40000 | 2.00 |
Transmission rate of humans | 0.28186 | 0.30000 | 6.05 |
Death rate of humans | 0.09793 | 0.10000 | 2.07 |
Recovery rate of humans | 0.00949 | 0.01000 | 5.07 |
Birth rate of mosquitoes | 0.04593 | 0.05000 | 8.14 |
Transmission rate of mosquitoes | 0.01969 | 0.02000 | 1.56 |
Death rate of mosquitoes | 0.03600 | 0.04000 | 10.01 |
