A Multilayer Perceptron Neural Network Model to Classify Hypertension in Adolescents Using Anthropometric Measurements: A Cross-Sectional Study in Sarawak, Malaysia

Table 13

Model reliability testing using Bayes’ Theorem for different prevalence and sensitivity levels. The model reliability on current hypertension prevalence in Sarawak adolescents is highlighted.

Prevalence	Sensitivity	Specificity	TTP	TFP	TP
10%	41%	91%	8205	16210	24415	0.1220	33.6%
50%	41%	91%	41026	9005	50031	0.2500	82.0%
30.1%	65%	91%	39155	12590	51745	0.2586	75.7%
30.1%	90%	91%	54215	12590	66805	0.3338	81.2%
30.1%	41%	91%	24698	12590	37288	0.1863	66.2%