Intelligent Prediction for Rock Porosity While Drilling Complex Lithology in Real Time

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Parameter</td><td class="align_center">Optimum value</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">N_estimators</td><td class="align_center">100</td></tr><tr><td class="align_left">Max_depth</td><td class="align_center">15</td></tr><tr><td class="align_left">Max_features</td><td class="align_center">Sqrt</td></tr><tr><td class="align_left">Min_samples_split</td><td class="align_center">2</td></tr><tr><td class="align_left">Min_samples_leaf</td><td class="align_center">1</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Optimized RF model parameters.</div>

Computational Intelligence and Neuroscience

tab4

Table 4

Table 4: Intelligent Prediction for Rock Porosity While Drilling Complex Lithology in Real Time 