Computational and Mathematical Methods in Medicine / 2012 / Article / Tab 3

Research Article

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

Table 3

The values of the statistical parameters of the classifiers.

Methods/datasetsLeukemiaColon
Acc (%)Selected genesAcc (%)Selected genes

SVM90.28712983.872000
mRMR-SVM97.225083.8750
PSO-SVM194.4422.585.4820.1
PSO-SVM293.06712987.012000
mRMR-PSO-SVM10017.790.3210.3
mRMR-PSO-WSVM1003.893.556.2

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