Random forest regression, and its variant bagging tree regression, suffer from a bit of disrespect in the research community. Random forest models are so simple, they can't generate many ideas for ...

Among these three regression models, random forest regression has the best prediction effect with a model score of 0.8564, which is the best prediction effect among the three models.