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TuPAQ: An Efficient Planner for Large-scale Predictive Analytic Queries
[article]
2015
arXiv
pre-print
The proliferation of massive datasets combined with the development of sophisticated analytical techniques have enabled a wide variety of novel applications such as improved product recommendations, automatic image tagging, and improved speech-driven interfaces. These and many other applications can be supported by Predictive Analytic Queries (PAQs). A major obstacle to supporting PAQs is the challenging and expensive process of identifying and training an appropriate predictive model. Recent
arXiv:1502.00068v2
fatcat:l5ane47jazgq7cm3w7wh5cmho4