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

<table class="table-group" id="tab8"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2"></td><td class="align_center" colspan="2">Actual</td></tr><tr class="thead"><td class="align_center">Hypertensive</td><td class="align_center">Normal</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Prediction</td><td class="align_left"></td><td class="align_left"></td></tr><tr><td class="align_left"> Hypertensive</td><td class="align_center">99</td><td class="align_center">44</td></tr><tr><td class="align_left"> Normal</td><td class="align_center">123</td><td class="align_center">472</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Confusion matrix obtained using validation data.</div>

Computational and Mathematical Methods in Medicine

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Table 8

Table 8: A Multilayer Perceptron Neural Network Model to Classify Hypertension in Adolescents Using Anthropometric Measurements: A Cross-Sectional Study in Sarawak, Malaysia 

Table 8 | A Multilayer Perceptron Neural Network Model to Classify Hypertension in Adolescents Using Anthropometric Measurements: A Cross-Sectional Study in Sarawak, Malaysia 