Research Article

Particle Swarm Optimized Hybrid Kernel-Based Multiclass Support Vector Machine for Microarray Cancer Data Analysis

Table 8

G-mean of all considered models on the four microarray datasets.

ModelsColonLungAML-ALLSt. Jude

PSO + L-MCSVM0.76760.97910.94120.9557
PSO + P-MCSVM0.82350.75240.82350.9512
PSO + G-MCSVM0.82350.97920.94120.9661
PSO + LGP-MCSVM0.88240.98610.94120.9709

Values in bold represent the best result and values in italic denote the worst in each column, respectively.