Fire Prediction Based on CatBoost Algorithm

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">Predicted fire point</td><td class="align_center">Predicted nonfire point</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Real fire point</td><td class="align_center">TN (true negative)</td><td class="align_center">FP (false positive)</td></tr><tr><td class="align_left">Real nonfire point</td><td class="align_center">FN (false negative)</td><td class="align_center">TP (true positive)</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr><tr class="table-fn"><td><div>TN: the actual value is the fire point, and it is also predicted as the fire point. FN: the actual value is a nonfire point, but it is predicted to be a fire point. FP: the actual value is a fire point, but it is predicted to be a nonfire point. TP: the actual value is a nonfire point, and it is also predicted as a nonfire point.<br/></div></td></tr></table>

<div>Confusion matrix of fire and nonfire points.</div>

Mathematical Problems in Engineering

tab4

Table 4

Table 4: Fire Prediction Based on CatBoost Algorithm 