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(lib docs) Mention heatmap is part of TargetExplanation
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@teabolt
teabolt committed Jul 8, 2019
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4 changes: 2 additions & 2 deletions docs/source/libraries/keras.rst
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Expand Up @@ -19,11 +19,11 @@ explain_prediction
Currently ELI5 supports :func:`eli5.explain_prediction` for Keras image classifiers.
:func:`eli5.explain_prediction` explains image classifications through `Grad-CAM <https://arxiv.org/pdf/1610.02391.pdf>`_.

The returned :class:`eli5.base.Explanation` object has some important properties:
The returned :class:`eli5.base.Explanation` object contains some important objects:

* ``image`` represents the image that is inputted into the model.

* ``heatmap`` is a grayscale "localization map", roughly indicating regions of importance in the image for the predicted class.
* ``heatmap`` (property of each :class:`eli5.base.TargetExplanation` in ``targets``) is a grayscale "localization map", roughly indicating regions of importance in the image for the predicted class.


Important arguments to :func:`eli5.explain_prediction` for ``Model`` and ``Sequential``:
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