A New Model for Building Energy Modeling and Management Using Predictive Analytics: Partitioned Hierarchical Multitask Regression (PHMR)

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2"></td><td class="align_center" colspan="2"># of full recovery out of 100 runs</td><td class="align_center" colspan="2">MSPE</td></tr><tr class="thead"><td class="align_center">Sample size: 2000</td><td class="align_center">Sample size: 1000</td><td class="align_center">Sample size: 2000</td><td class="align_center">Sample size: 1000</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">SPR</td><td class="align_center">69</td><td class="align_center">57</td><td class="align_center">0.54</td><td class="align_center">1.99</td></tr><tr><td class="align_left">Proposed method (PHMR)</td><td class="align_center">94</td><td class="align_center">81</td><td class="align_center">0.45</td><td class="align_center">0.90</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Recovery rate of the true tree structure and MSPE of fully recovered run sizes.</div>

Indoor Air

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Table 2

Table 2: A New Model for Building Energy Modeling and Management Using Predictive Analytics: Partitioned Hierarchical Multitask Regression (PHMR) 