Probabilistic Evaluation of Hydraulic Fracture Performance Using Ensemble Machine Learning

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Hydraulic fracture performance</td><td class="align_center">Cumulative probability</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Good</td><td class="align_center">&gt;0 .6</td></tr><tr><td class="align_left">Fair</td><td class="align_center">[0.3, 0.6]</td></tr><tr><td class="align_left">Poor</td><td class="align_center">&lt;0.3</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Geofluids

tab5

Table 5

Table 5: Probabilistic Evaluation of Hydraulic Fracture Performance Using Ensemble Machine Learning 