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. 2013 Oct 22;14(Suppl 16):S12. doi: 10.1186/1471-2105-14-S16-S12

Table 8.

Classification performance comparisons between the neuron feature descriptor and generic feature descriptors

Feature Name 10-CV Accuracy Testing Accuracy
Zernike Moment 72.92% 70.83%
Legendre Moment 69.44% 62.50%
Tchebichef Moment 72.29% 62.50%
Generic Fourier 72.22% 55.55%
Haralick Texture 84.03% 86.11%
Gabor 78.47% 81.94%
Daubechies4 75.70% 75.00%
NeurphologyJ [3] 85.42% 80.56%
NFD (extended from NeurphologyJ [3]) 84.72% 86.11%