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Guided automation for machine learning

https://www.infoworld.com/article/3334964/machine-learning/guided-automation-for-machine-learning.html
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Jan 23, 2019 6:00 AM 3+ mon ago

Guided automation for machine learning

By Paolo Tamagnini, Simon Schmid, and Christian Dietz, InfoWorld |

Implementing a web-based blueprint for semi-automated machine learning, using the open source Knime Analytics Platform

Paolo Tamagnini, Simon Schmid, and Christian Dietz are data scientists and software engineers at Knime.

We propose here a blueprint solution for the automation of the machine learning lifecycle.

The price to pay for automated machine learning (aka AutoML) is the loss of control to a black box kind of model. While such a price might be acceptable for circumscribed data science problems on well-defined domains, it might prove a limitation for more complex problems on a wider variety of domains. In these cases, ...

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