A Dendritic Neuron Model with Adaptive Synapses Trained by Differential Evolution Algorithm

Table 9

Demonstrate on the adaptability of synapse in terms of test accuracy.

Dataset	k = 1	k = 5	k = 10	Adaptive
Iris	80.81  6.66	94.15  2.83	95.11  2.50	96.74  2.78
Liver	69.39  3.57	69.81  4.12	69.39  5.56	73.59  6.66
Cancer	92.76  3.35	92.97  3.38	93.59  2.11	96.12  1.17
Glass	91.04  2.84	93.33  3.23	85.48  2.02	94.42  2.51
ACA	85.44  2.99	85.56  1.70	85.86  2.53	86.18  1.98