Research Article

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

Table 19

Cross-validation for ACA.

ModelCV10CV5CV4CV2

DE-DMAS84.983.9586.792.7085.592.8185.781.39
BP-DNM83.09  8.5282.00  10.6283.06  10.5182.07  10.36
BPNN185.944.3485.20  2.6685.042.6385.39  1.61
BPNN284.12  3.9785.11  2.6083.51  3.4186.131.28
BPNN383.51  4.6485.48  2.7984.00  3.4985.35  1.18
BPNN484.16  4.4886.112.1583.51  33.3085.09  1.55