ANN and Fuzzy Logic Based Model to Evaluate Huntington Disease Symptoms

Table 7

Performance comparison of analyzed ANN models.

Neural network model	Mean R	95% confidence intervals of R	Mean MSE	95% confidence intervals of MSE
FFBP	0.9876	[0.9871, 0.9880]	0.0809	[0.0782, 0.0835]
FFTD	0.9861	[0.9855, 0.9867]	0.0906	[0.0865, 0.0948]
CFBP	0.9827	[0.9787, 0.9868]	0.1125	[0.0860, 0.1389]
NARX	0.9868	[0.9868, 0.9869]	0.0858	[0.0855, 0.0860]
Elman	0.9868	[0.9868, 0.9868]	0.0857	[0.0856, 0.0857]
RNN	0.9870	[0.9870, 0.9870]	0.0845	[0.0845, 0.0845]
GRNN	0.9849	[0.9841, 0.9858]	0.0977	[0.0926, 0.1029]