Table 5 Hyperparameters for the feature selection algorithms.

From: Improved CKD classification based on explainable artificial intelligence with extra trees and BBFS

Algorithm

Hyperparameters

Values

BBFS

Iterations

Number of vertices (V)

Number of edges (E)

100

10

15

BWOA

Iterations

Population size

100

150

BPSO

Iterations

Acceleration constants

Inertia Wmax, Wmin

Particles

100

[8, 8]

[0.6, 0.9]

50

BGWO

Iterations

Wolves

100

50