GAMA: genetic automated machine learning assistant

Research output: Contribution to journalArticleAcademicpeer-review

87 Downloads (Pure)

Abstract

GAMA is an AutoML package for end-users and AutoML researchers. It uses genetic programming to efficiently generate optimized machine learning pipelines given specific input data and resource constraints. A machine learning pipeline contains data preprocessing as well as a machine learning algorithm, with fine-tuned hyperparameter settings.
Original languageEnglish
Article number1132
Number of pages2
JournalJournal of Open Source Software
Volume4
Issue number33
DOIs
Publication statusPublished - 30 Jan 2019

Fingerprint Dive into the research topics of 'GAMA: genetic automated machine learning assistant'. Together they form a unique fingerprint.

  • Cite this