Regression trees for multivalued numerical response variables

作者：

Highlights：

• A regression tree for multivalued numerical response is provided.

• A distance-based impurity criterion is defined.

• A real world case study is presented.

摘要

•A regression tree for multivalued numerical response is provided.•A distance-based impurity criterion is defined.•A real world case study is presented.

论文关键词：Regression trees,Multivalued variables,Modal variables,Earth mover distance,Mallows distance

论文评审过程：Received 3 May 2016, Revised 10 October 2016, Accepted 11 October 2016, Available online 15 October 2016, Version of Record 24 October 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.10.021