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Author(s):
Natekin, Alexey; Knoll, Alois 
Title:
Gradient Boosting Machines, A Tutorial 
Abstract:
Gradient boosting machines are a family of powerful machine-learning techniques that have shown considerable success in a wide range of practical applications. They are highly customizable to the particular needs of the application, like being learned with respect to different loss functions. This article gives a tutorial introduction into the methodology of gradient boosting methods. A theoretical information is complemented with many descriptive examples and illustrations which cover all the s...    »
 
Journal title:
Frontiers in Neurorobotics 
Year:
2013 
Journal volume:
Journal issue:
21 
Print-ISSN:
1662-5218