10000 Univariate fast_mcd: np.reshape(X, (-1, 1)) by ThatGeoGuy · Pull Request #4517 · scikit-learn/scikit-learn · GitHub
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Univariate fast_mcd: np.reshape(X, (-1, 1)) #4517

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Univariate fast_mcd: np.reshape(X, (-1, 1)) #4517

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ThatGeoGuy
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Fix issue #4512 as stated

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Code Health
Code quality remained the same when pulling 71d016f on ThatGeoGuy:master into f8102e5 on scikit-learn:master.

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Coverage Status

Coverage remained the same at 95.15% when pulling 71d016f on ThatGeoGuy:master into f8102e5 on scikit-learn:master.

@agramfort
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hum nothing breaks... it suggests that a test is missing...

@amueller don't we have common test for this?

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amueller commented Apr 5, 2015

#4511 should fix that for everything and introduce a common test.

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amueller commented Apr 5, 2015

I am planning to work on that today / tomorrow. I haven't looked at the issue yet, I'm 150 mails behind on sklearn today.

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Code Health
Code quality remained the same when pulling 2226a65 on ThatGeoGuy:master into f8102e5 on scikit-learn:master.

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Coverage Status

Coverage remained the same at 95.15% when pulling 2226a65 on ThatGeoGuy:master into f8102e5 on scikit-learn:master.

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As per issue #3367 I've made some modifications to allow MinCovDet to work in the "exact-fit" scenario. While the above shows that the code quality and coverage don't drop, I do notice some issues where the determinant of the final iteration ends up being significantly larger than the determinant from the previous iteration, spurring some warnings from the code.

For the time being, this PR can likely just be closed while I continue to iron this out.

@ThatGeoGuy ThatGeoGuy closed this Apr 6, 2015
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amueller commented Apr 6, 2015

Ok, thanks. Any help on #3367 would be appreciated.

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