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Performance plot for regression models #450

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mmastand opened this issue Dec 5, 2017 · 0 comments
Open

Performance plot for regression models #450

mmastand opened this issue Dec 5, 2017 · 0 comments

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@mmastand
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mmastand commented Dec 5, 2017

Add a plot to regression models that plots actual value (x) vs. predicted value (y) and the line y=x.

User Experience

  • Given I am a user that has a TrainedSupervisedModel of type regression
  • When I call a method named something like .performance_plot() (or anything better)
  • Then I should see a plot as described above.
  • If I pass an optional save=True argument, then I should see a message saying that a file named regression_performance_plot_2017-12-10T05-33-53.png was saved. And of course the file should be saved. (png/jpg doesn't matter, just whatever is the default).

Notes

  • Plots are hard to test, so test whatever you can that is reasonable (that a plot was saved?)
  • Add documentation to the training document with an example plot.
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