Research Article

Biomedical Text Categorization Based on Ensemble Pruning and Optimized Topic Modelling

Table 4

Parameters of the metaheuristics algorithms utilized in ensemble pruning.

Metaheuristic algorithmParameter Values

Genetic clusteringCrossover probability= 0.6, The number of generations to evaluate= 20, Mutation probability= 0.033, Population size= 20, Seed: 1, k:20

Particle swarm clusteringIndividual weight: 0.70, c1: 1.5, c2: 1.5, k: 20

Firefly clusteringα= 0.6, γ= 0.3, δ=0.95, k: 20

Cuckoo clusteringPa= 0.3, k: 20

Bat clusteringLd=0.5, pr=0.5, fqmin=0, fqmax=2, k:20