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Table 2 Comparison of the performance of different kernel functions (tenfold cross validation)

From: A decision support system based on support vector machine for diagnosis of periodontal disease

Kernel Accuracy HUM value
Linear 0.817 0.831
Polynomial 0.811 0.839
Radial 0.887 0.912
Sigmoid 0.875 0.892
  1. HUM hypervolume under the manifold