Supervised Machine Learning Empowered Multifactorial Genetic Inheritance Disorder Prediction

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2">Instances (1447)</td><td class="align_center" colspan="3">SVM</td><td class="align_center" colspan="3">KNN</td></tr><tr class="thead"><td class="align_center">Dementia</td><td class="align_center">Cancer</td><td class="align_center">Diabetes</td><td class="align_center">Dementia</td><td class="align_center">Cancer</td><td class="align_center">Diabetes</td></tr><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr><td class="align_left">Dementia</td><td class="align_center">5</td><td class="align_center">0</td><td class="align_center">98</td><td class="align_center">2</td><td class="align_center">0</td><td class="align_center">101</td></tr><tr><td class="align_left">Cancer</td><td class="align_center">0</td><td class="align_center">57</td><td class="align_center">10</td><td class="align_center">0</td><td class="align_center">56</td><td class="align_center">11</td></tr><tr><td class="align_left">Diabetes</td><td class="align_center">6</td><td class="align_center">2</td><td class="align_center">1268</td><td class="align_center">2</td><td class="align_center">1</td><td class="align_center">1273</td></tr><tr class="table-tr"><td colspan="7"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Training performance of the proposed three-class SVM and KNN-based model.</div>

Computational Intelligence and Neuroscience

tab2

Table 2

Table 2: Supervised Machine Learning Empowered Multifactorial Genetic Inheritance Disorder Prediction 