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DistrictDataLabs / yellowbrick / 579 / 1
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Ran 15 Sep 2018 04:26PM UTC
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15 Sep 2018 04:20PM UTC coverage: 86.764% (+0.4%) from 86.341%
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Adds Precision-Recall Curves Visualizer (#599)

* Adds Precision-Recall Curves Visualizer

The Precision-Recall curves visualizer plots the precision against the
recall of a classifier for different thresholds produced by a decision
function. This visualizer works both with the binary and multiclass
cases, in the latter case it uses a OneVsRestClassifier strategy to
compose a precision-recall matrix.

The visualizer supports multiple visual modes, including area mode,
iso-f1 curves, micro averages and per-class curves (for the multiclass
case). This means that the PRCurves visualizer has a lot of different
visual expressions depending on the data and what the user is trying to
achieve.

Fixes #596

3258 of 3755 relevant lines covered (86.76%)

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