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Added DET curve to classification metrics. #4980

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jkarnows
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@ogrisel
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ogrisel commented Jul 24, 2015

Can you please add a test, update the ROC curve example to compare the two and add a new section in the narrative documentation after the ROC curve section:

http://scikit-learn.org/stable/modules/model_evaluation.html#receiver-operating-characteristic-roc

It would be great to teach the user how to "read" the curve and give the pro and cons of the DET curve vs ROC curve and PR curve.

@@ -176,6 +177,83 @@ def _binary_average_precision(y_true, y_score, sample_weight=None):
return _average_binary_score(_binary_average_precision, y_true, y_score,
average, sample_weight=sample_weight)

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pep8: 2 blank lines to separate top level blocks.

@jucor
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jucor commented Apr 9, 2017

Hi @jkarnows , @ogrisel : is there any plan to bring that to a state ready to merge, please? I realise it's quite old by now, so I'm not too hopeful, but asking just in case :)

@dmohns
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dmohns commented Dec 10, 2017

Hello @jkarnows @jucor Is anyone still working on this? If not, I might give it a shot.

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jucor commented Dec 10, 2017 via email

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5 participants