Layered TPOT: Speeding up Tree-based Pipeline Optimization

Pieter Gijsbers, Joaquin Vanschoren, Randal Olson. Layered TPOT: Speeding up Tree-based Pipeline Optimization. In Pavel Brazdil, Joaquin Vanschoren, Frank Hutter, Holger Hoos, editors, Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms co-located with the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML 2017, Skopje, Macedonia, September 22, 2017. Volume 1998 of CEUR Workshop Proceedings, pages 49-68, CEUR-WS.org, 2017. [doi]

Abstract

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