An Improved Artificial Neural Network Model for Effective Diabetes Prediction

Table 2

The performance analysis of the ABP-SCGNN model compared with standard ANNs models using an accuracy measure.

Algorithms	Training accuracy (%)			Validation accuracy (%)
	5 neurons	20 neurons	40 neurons	5 neurons	20 neurons	40 neurons
Multilayer perceptron	91.6	93.6	94.9	90.8	91.9	93.2
Bayesian regularized	77.5	79.6	81	71	76.5	78.7
Proposed ABP-SCGNN	92.94	94.44	95.71	92.073	92.708	93.34