Optical Biosensor Based on Microbendings Technique: An Optimized Mean to Measure the Bone Strength

Table 2

Performance analysis of neural network based biosensor with varying layers.

Serial number	Number of layers	Mean square error (mse)	Percentage accuracy	Number of epochs
1	1	0.043231	93.859649%	27
2	2	0.045623	92.543860%	19
3	4	0.049959	94.298246%	6
4	5	0.025603	96.929825%	31
5	6	0.035499	95.175439%	28
6	8	0.034076	93.421053%	10
7	10	0.029338	96.929825%	10
8	12	0.032027	95.614035%	21