Research Article

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

Table 17

Cross-validation for cancer.

ModelCV10CV5CV4CV2

DE-DMAS96.382.3696.05  1.7496.111.1295.900.70
BP-DNM95.71  2.1796.02  1.8495.75  1.6495.70  1.06
BPNN191.48  11.6592.26  11.8096.291.6794.29  1.08
BPNN296.572.5196.281.5494.33  1.5293.71  2.44
BPNN393.45  12.0095.52  1.4595.73  1.3593.53  11.54
BPNN494.05  12.5396.301.3496.10  1.7596.071.04