FPGA Accelerator for Gradient Boosting Decision Trees

A decision tree is a well-known machine learning technique. Recently their popularity has increased due to the powerful Gradient Boosting ensemble method that allows to gradually increasing accuracy at the cost of executing a large number of decision trees. In this paper we present an accelerator de...

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Bibliographic Details
Main Authors: Adrián Alcolea, Javier Resano
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/3/314