BriefGPT.xyz
Aug, 2018
自动机器学习框架的基准测试
Benchmarking Automatic Machine Learning Frameworks
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Adithya Balaji, Alexander Allen
TL;DR
本研究比较了多种 AutoML 工具在开源数据集上的表现，发现 auto-sklearn 在分类数据集上表现最佳，而 TPOT 在回归数据集上表现最佳。
Abstract
automl
serves as the bridge between varying levels of expertise when designing
machine learning systems
and expedites the
data science process
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