Search Results for author: Pengfei Ma

Found 2 papers, 0 papers with code

Deep Forest with Hashing Screening and Window Screening

no code implementations25 Jul 2022 Pengfei Ma, Youxi Wu, Yan Li, Lei Guo, He Jiang, Xingquan Zhu, Xindong Wu

To screen out redundant feature vectors, we introduce a hashing screening mechanism for multi-grained scanning and propose a model called HW-Forest which adopts two strategies, hashing screening and window screening.

DBC-Forest: Deep forest with binning confidence screening

no code implementations25 Dec 2021 Pengfei Ma, Youxi Wu, Yan Li, Lei Guo, Zhao Li

As a deep learning model, deep confidence screening forest (gcForestcs) has achieved great success in various applications.

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