A Novel Single Neuron Perceptron with Universal Approximation and XOR Computation Properties

Table 2

Number of learning epoch comparison.

Model	Proposed SNP	GDBP MLP
Diabetes	6091±1973	9500±1046
Heart	3833±2098	10000±0
Pima	6245±2021	10000±0
Ionosphere	2632±1638	10000±0
Sonar	922±1027	9111±2247
Tic-tac	628±576	9952±98
Average	3392	9760