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="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Parameter</td><td class="align_center">Value</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Input dimension</td><td class="align_center">4</td></tr><tr><td class="align_left">Number of output classes</td><td class="align_center">2</td></tr><tr><td class="align_left">Number of hidden layers</td><td class="align_center">1</td></tr><tr><td class="align_left">Hidden layer dimension</td><td class="align_center">50</td></tr><tr><td class="align_left">Hidden layer activation function</td><td class="align_center">tanh</td></tr><tr><td class="align_left">Momentum</td><td class="align_center">0</td></tr><tr><td class="align_left">Learning rate</td><td class="align_center">0.0010</td></tr><tr><td class="align_left">Optimization method</td><td class="align_center">LBFGS (Limited-Memory Broyden Fletcher Goldfarb Shanno)</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Multilayer perceptron parameter settings.</div>

Computational and Mathematical Methods in Medicine

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Table 6

Table 6: A Multilayer Perceptron Neural Network Model to Classify Hypertension in Adolescents Using Anthropometric Measurements: A Cross-Sectional Study in Sarawak, Malaysia 

Table 6 | A Multilayer Perceptron Neural Network Model to Classify Hypertension in Adolescents Using Anthropometric Measurements: A Cross-Sectional Study in Sarawak, Malaysia 