基于 Stacking 模型的采空区稳定性预测

王牧帆,罗周全,于琦

Stability Prediction of Goaf Based on Stacking Model

Mufan WANG,Zhouquan LUO,Qi YU

表5 Stacking 模型与各个初级学习器的效果对比

Table 5 Effect comparison between Stacking model and each primary learners

模型 准确率 召回率 F1 值 Random Frost 0.911 0.866 0.868 Adaboost 0.946 0.933 0.934 ExtraTrees 0.927 0.900 0.901 LightGBM 0.927 0.900 0.901 Stacking 0.970 0.966 0.967