Postearthquake Casualty Prediction Based on Heatmaps and Wavelet Supporting Vector Machines

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Optimization tool</td><td class="align_center">Average forecasting deviation /%</td><td class="align_center">Average run time /s</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Improved SVM</td><td class="align_center">6.741</td><td class="align_center">1.357</td></tr><tr><td class="align_left">Standard SVM</td><td class="align_center">14.275</td><td class="align_center">26.732</td></tr><tr><td class="align_left">BPNN</td><td class="align_center">22.186</td><td class="align_center">189.366</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Prediction error for the casualty rate and a comparison of efficiency.</div>

Mathematical Problems in Engineering

tab5

Table 5

Table 5: Postearthquake Casualty Prediction Based on Heatmaps and Wavelet Supporting Vector Machines 