Table 1 Detail information of optimized ANFIS models.

From: Intelligent route to design efficient CO2 reduction electrocatalysts using ANFIS optimized by GA and PSO

ANFIS–PSO

ANFIS–GA

No. of inputs

258

No. of inputs

258

No. of output

1

No. of output

1

Membership function

Gaussian

Membership function

Gaussian

No. of cluster

5

No. of cluster

5

No. of tuneing variables

140

No. of tuneing variables

140

Population size

45

Population size

45

Iteration

1500

Iteration

1500

C1

1

  

C2

2

 Â