consistency

On the Consistency Rate of Decision Tree Learning Algorithms
Decision tree learning algorithms such as CART are generally based on heuristics that maximizes the impurity gain greedily. Though …
Qin-Cheng Zheng, Shen-Huan Lyu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou
PDF Cite DOI
Depth is More Powerful than Width
This is an oral representation related to the paper “Depth is More Powerful than Width with Prediction Concatenation in Deep Forest”.
Dec 8, 2022 1:00 PM — 3:00 PM New Orleans Convention Center, Online
Lyu Shen-Huan
Depth is More Powerful than Width
Depth is More Powerful than Width with Prediction Concatenation in Deep Forests
This paper presents a consistency theory for deep forests.
Shen-Huan Lyu, Yi-Xiao He, Zhi-Hua Zhou
PDF Cite DOI