The Scientific World Journal / 2014 / Article / Fig 7

Research Article

Density-Based Penalty Parameter Optimization on C-SVM

Figure 7

Comparison of the -measure among traditional C-SVM (M-1), number proportion-based optimization (M-2), and density-based optimization (M-3) via datasets in which the size of the negative instances was far greater than that of the positive instances.

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