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DistrictDataLabs / yellowbrick / 393 / 1
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Ran 03 Aug 2018 09:45AM UTC
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03 Aug 2018 09:39AM UTC coverage: 79.685% (+0.09%) from 79.596%
393.1

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Finish up the ROCAUC docs per issue #252 (#540)

This pull request updates the documentation for the ROCAUC Visualizer and resolves the final tasks associated with #252:

* adds documentation and examples of the multi-class ROCAUC plots to the docs
* adds multi-class ROCAUC to gallery
* simplify the ROCAUC example in the docstrings for the ROCAUC class method and quick method, and switch to YB data instead of sklearn.datasets
* adds a warning to the documentation about the decision function bug that we found with binary classification, which has been fixed in develop but won't be in master until the next release.


Actual Commit Headers
--------------------------
* encountering some issues when trying to use the size parameter to set the size of the figure on instantiation of the visualizer

* figured out the sizing issue

* coef shape for logistic regression needs to be flattened

* sklearn logistic regression causing issue for feature importances due to difference coef_ shape

* updates docs with details about multiclass classification and adds a warning about binary decisions

* adds multiclass roc visualizer to gallery

* updates docstring examples to finish last requirement of #252

* clarify that game is an object that holds the win lose or draw game dataset

* updates data load functions to be consistant

* reverts from load_occupancy to load_data in rocauc docs update

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