Validating input output transformation


10-Sep-2019 15:32

validating input output transformation-45

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The only good reason to use Scenario Outlines is to validate the implementation of business rule that behaves differently based on several input parameters.

Validating a business rule through a UI is slow, and when there is a failure it is difficult to pinpoint where the error is.

With thanks to: Joel Nothman, Loic Esteve, Andreas Mueller, Kumar Ashutosh, Vrishank Bhardwaj, Hanmin Qin, Rasul Kerimov, James Bourbeau, Nagarjuna Kumar, Nathaniel Saul, Olivier Grisel, Roman Yurchak, Reiichiro Nakano, Sachin Kelkar, Sam Steingold, Yaroslav Halchenko, diegodlh, felix, goncalo-rodrigues, jkleint, oliblum90, pasbi, Anthony Gitter, Ben Lawson, Charlie Brummitt, Didi Bar-Zev, Gael Varoquaux, Joan Massich, Joris Van den Bossche, nielsenmarkus11 makes grid search over pipelines including slow transformations much more efficient.

And you can predict faster: if you’re sure you know what you’re doing, you can turn off validating that the input is finite using The following estimators and functions, when fit with the same data and parameters, may produce different models from the previous version.

validating input output transformation-44

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This is fast, and errors become easy to diagnose fix.

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