Research Article

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

Table 6

Accuracy of all considered models on the four microarray datasets.

ModelsColonLungAML-ALLSt. Jude

PSO + L-MCSVM0.76470.95960.94120.9422
PSO + P-MCSVM0.82350.95920.82350.9395
PSO + G-MCSVM0.82350.96080.94120.9572
PSO + LGP-MCSVM0.88240.97290.94120.9603

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