Table 5.

Comparison of number of parameters between STL and MTL across various models. “4STLs” represents the total parameters required to predict heart disease, diabetes mellitus, stroke, and hypertension using four separate STL models.

Model	Parameters
	STL	4 STLs	MTL
MAND-LR18	178,782	715,128	178,860
MAND-MLP18	402,117	1,608,468	419,784
MAND-LSTM18	187,333	749,332	195,784
MAND-MHSA18	181,445	725,780	187,208
FM19	402,345	1,609,380	402,385
DCN22	416,441	1,665,764	421,196