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

Table 7

F-score of all considered models on the four microarray datasets.

Models	Colon	Lung	AML-ALL	St. Jude
PSO + L-MCSVM	0.7572	0.9246	0.9328	0.7870
PSO + P-MCSVM	0.8211	0.7524	0.7733	0.6831
PSO + G-MCSVM	0.8211	0.9306	0.9377	0.8477
PSO + LGP-MCSVM	0.8712	0.9586	0.9377	0.8989

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