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Feb, 2017
深林
Deep Forest: Towards An Alternative to Deep Neural Networks
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Zhi-Hua Zhou, Ji Feng
TL;DR
探索基于不可微分模块建立深度模型的可能性,提出了树集成方法gcForest。实验表明,该方法具有很强的鲁棒性,在大多数情况下,即使在不同领域的不同数据中,使用相同的默认设置也能获得出色的性能。
Abstract
In this paper, we propose
gcforest
, a
decision tree
ensemble approach with performance highly competitive to deep
neural networks
. In cont
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