A Methylation Diagnostic Model Based on Random Forests and Neural Networks for Asthma Identification

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">CpGs</td><td class="align_center">MeanDecreaseGini</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">cg05075579</td><td class="align_center">1.427152626</td></tr><tr><td class="align_left">cg20434422</td><td class="align_center">1.421703772</td></tr><tr><td class="align_left">cg03907390</td><td class="align_center">1.395149582</td></tr><tr><td class="align_left">cg00712106</td><td class="align_center">1.355657539</td></tr><tr><td class="align_left">cg05696969</td><td class="align_center">1.099293192</td></tr><tr><td class="align_left">cg22862094</td><td class="align_center">0.981588017</td></tr><tr><td class="align_left">cg11733958</td><td class="align_center">0.933543882</td></tr><tr><td class="align_left">cg00328720</td><td class="align_center">0.897459032</td></tr><tr><td class="align_left">cg13570892</td><td class="align_center">0.880545548</td></tr><tr><td class="align_left">cg03325522</td><td class="align_center">0.879691331</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr><tr class="table-fn"><td><div>DECs: differentially expressed CpGs.<br/></div></td></tr></table>

<div>MeanDecreaseGini of 10 DECs by random forest process.</div>

Computational and Mathematical Methods in Medicine

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Table 1

Table 1: A Methylation Diagnostic Model Based on Random Forests and Neural Networks for Asthma Identification 