Generalised Random Forest Space Overview

Autor:	Kursa, Miron B.
Rok vydání:	2015
Předmět:	Computer Science - Learning
Druh dokumentu:	Working Paper
Popis:	Assuming a view of the Random Forest as a special case of a nested ensemble of interchangeable modules, we construct a generalisation space allowing one to easily develop novel methods based on this algorithm. We discuss the role and required properties of modules at each level, especially in context of some already proposed RF generalisations.
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1501.04244 Zobrazit plný text záznamu View this record from Arxiv