基于Cubist模型树的城市不透水面百分比遥感估算模型

戴舒, 付迎春, 赵耀龙

The Remote Sensing Model for Estimating Urban Impervious Surface Percentage Based on the Cubist Model Tree

DAI Shu,FU Yingchun,ZHAO Yaolong

表1 基于模型树的集成学习算法优化前后精度对比

Tab.1 The comparison of accuracy before and after the optimization through ensemble learning algorithm based on the model trees

committees MBE/(%) MAE/(%) RMSE/(%) 1 -0.47 12.51 18.01 100 -0.25 12.19 17.50