Fire Prediction Based on CatBoost Algorithm

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Iterations</td><td class="align_center">Learning_rate</td><td class="align_center">Max_depth</td><td class="align_center">Criterion</td><td class="align_center">Feature importance</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">1000</td><td class="align_center">0.05</td><td class="align_center">9</td><td class="align_center">Gini</td><td class="align_center">0.3</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Best hyperparameters of the fire prediction model.</div>

Mathematical Problems in Engineering

tab3

Table 3

Table 3: Fire Prediction Based on CatBoost Algorithm 