Computational and Mathematical Methods in Medicine / 2012 / Article / Tab 5

Research Article

A Novel Weighted Support Vector Machine Based on Particle Swarm Optimization for Gene Selection and Tumor Classification

Table 5

Classification accuracy of our method with other methods from literature (under LOOCV).

(Authors, year)MethodLeukemiaColon
Acc (%)S. G.Acc (%)S. G.

(Mohamad et al., 2007) [25]IG + NewGASVM94.7120.00N. C.N. C.
(El Akadi et al., 2011) [17]mRMR-GA10015.0085.4815.00
(Abdi et al., 2012) [18]mRMR-PSO-WSVM1003.893.556.2

*S. G. and N. C. denote selected genes and not considered, respectively.

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