Developing a Travel Time Estimation Method of Freeway Based on Floating Car Using Random Forests

<table class="fixed-width table-group" id="tab8"><tr><td><table class="table"><colgroup><col style="width:5.62em"/><col style="width:10.58em"/><col style="width:10.30em"/></colgroup><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">MAD</td><td class="align_center">Random Forests model</td><td class="align_center">model of reference [<a href="/journals/jat/2019/8582761/#B38" target="_blank">38</a>]</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">free-flow</td><td class="align_center">0.5295</td><td class="align_center">0.6556</td></tr><tr><td class="align_left">transition</td><td class="align_center">0.6640</td><td class="align_center">1.2326</td></tr><tr><td class="align_left">congestion</td><td class="align_center">1.7573</td><td class="align_center">6.8407</td></tr><tr><td class="align_left">average</td><td class="align_center">0.8047</td><td class="align_center">5.5113</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The MAD of Random Forests model and reference [<a href="/journals/jat/2019/8582761/#B38" target="_blank">38</a>] model.</div>

Journal of Advanced Transportation

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Table 8

Table 8: Developing a Travel Time Estimation Method of Freeway Based on Floating Car Using Random Forests 