A Communication-Efficient Parallel Algorithm for Decision Tree

Qi Meng, Guolin Ke, Taifeng Wang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Tie-Yan Liu

Neural Information Processing Systems 

However, most existing attempts along this line suffer from high communication costs. In this paper, we propose a new algorithm, called Parallel V oting Decision Tree (PV-Tree), to tackle this challenge.

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