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Visualizations for training set distributions by class #9

@shaycrk

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@shaycrk

The method _mean_of_feature_by_class provides a means for getting information on training set feature distributions by known class, but isn't currently used to provide a visualization for (1) how much separation there is in the training set on this feature and (2) whether the current example looks more like the distribution for its predicted class.

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