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

<table class="table-group" id="tab15"><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">F-measure</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">RIPPER</td><td class="align_center">0.80</td></tr><tr><td class="align_left">MLR</td><td class="align_center">0.88</td></tr><tr><td class="align_left">Dl4jMlpClassifier</td><td class="align_center">0.92</td></tr><tr><td class="align_left">NSCP</td><td class="align_center">0.98</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>F-Measure comparison of RIPPER, MLR, Dl4jMlpClassifier, and NSCP algorithms.</div>

Wireless Communications and Mobile Computing

tab15

Table 15

Table 15: Novel Stacking Classification and Prediction Algorithm Based Ambient Assisted Living for Elderly 