Yongxin Yang, Irene Garcia Morillo, Timothy M. Hospedales
TL;DR本研究提出了 Deep Neural Decision Trees(DNDT)—— 由神经网络实现的树模型,可以用于处理表格数据,DNDT 具有自解释性和自剪枝功能。
Abstract
Deep neural networks have been proven powerful at processing perceptual data,
such as images and audio. However for tabular data, tree-based models are more
popular. A nice property of tree-based models is their