Missing Data Interpolation of Alzheimer’s Disease Based on Column-by-Column Mixed Mode

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td class="align_left">Evaluation</td><td class="align_center">Mean value interpolation</td><td class="align_center">Regression interpolation</td><td class="align_center">SVM interpolation</td><td class="align_center">Multiple interpolation</td><td class="align_center">Mixed interpolation</td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td class="align_left">Error rate</td><td class="align_center">31.37</td><td class="align_center">32.56</td><td class="align_center">31.24</td><td class="align_center">29.57</td><td class="align_center">28.49</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Error rate of five interpolation methods under 5% data missing rate.</div>

Complexity

tab2

Table 2

Table 2: Missing Data Interpolation of Alzheimer’s Disease Based on Column-by-Column Mixed Mode 