Novel Stacking Classification and Prediction Algorithm Based Ambient Assisted Living for Elderly

<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">Algorithm</td><td class="align_center">Precision</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">IG-based</td><td class="align_center">0.7035</td></tr><tr><td class="align_left">FS-base</td><td class="align_center">0.7779</td></tr><tr><td class="align_left">MMN-based</td><td class="align_center">0.7471</td></tr><tr><td class="align_left">CC-based</td><td class="align_center">0.7878</td></tr><tr><td class="align_left">MAD-based</td><td class="align_center">0.8227</td></tr><tr><td class="align_left">MCFS</td><td class="align_center">0.8327</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison of precision among IG-based, FS-based, MMN-based, CC-based, MAD-based, and MCFS for fall detection dataset.</div>

Wireless Communications and Mobile Computing

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Table 6

Table 6: Novel Stacking Classification and Prediction Algorithm Based Ambient Assisted Living for Elderly 