Table 4 Comparison of predicted and actual values with relative errors for RNN.

From: Analysis of a mathematical model for malaria using data-driven approach

Parameter

Predicted Value

Actual Value

Relative Error (%)

Birth rate of humans

0.19740

0.40000

50.65

Transmission rate of humans

0.18619

0.30000

37.94

Death rate of humans

0.34348

0.10000

243.48

Recovery rate of humans

0.21954

0.01000

2095.38

Birth rate of mosquitoes

0.18898

0.05000

277.96

Transmission rate of mosquitoes

0.24995

0.02000

1149.77

Death rate of mosquitoes

0.38605

0.04000

865.13