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Common test: predict_proba as a monotonic transformation of decision_function #7578

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jnothman opened this issue Oct 5, 2016 · 6 comments · Fixed by #8253
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Common test: predict_proba as a monotonic transformation of decision_function #7578

jnothman opened this issue Oct 5, 2016 · 6 comments · Fixed by #8253
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@jnothman
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jnothman commented Oct 5, 2016

We should have a common test ensuring that, if both decision_function and predict_proba are available on an estimator, their outputs have perfect rank correlation.
@ivallesp
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ivallesp commented Oct 5, 2016

Could I participate here as a contributor?

@amueller
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amueller commented Oct 5, 2016

@ivallesp try one of them at a time ;)

@ivallesp
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ivallesp commented Oct 5, 2016

Cool, good idea. So I choose the other one!

El 5 oct 2016, a las 19:08, Andreas Mueller [email protected] escribió:

@ivallesp try one of them at a time ;)

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@shubham0704
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Hello sir can I work on this one!

@jnothman
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jnothman commented Jan 30, 2017 via email

@shubham0704 shubham0704 mentioned this issue Jan 31, 2017
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I am getting an error while trying to test run the file check_estimators:
File "numpy.pxd", line 86, in init mtrand (numpy/random/mtrand/mtrand.c:42488)
AttributeError: 'module' object has no attribute 'dtype'.

shubham0704 pushed a commit to shubham0704/scikit-learn that referenced this issue Feb 2, 2017
[WIP] Fixes scikit-learn#7578 advised changes added for check_decisio…
d94c892 
…n_proba_consistency
shubham0704 pushed a commit to shubham0704/scikit-learn that referenced this issue Feb 2, 2017
[WIP] Fixes scikit-learn#7578 made recommended changes
45fc811
shubham0704 pushed a commit to shubham0704/scikit-learn that referenced this issue Feb 3, 2017
[WIP] Fixes scikit-learn#7578 reinitiating ci-tests
942ebaa
shubham0704 pushed a commit to shubham0704/scikit-learn that referenced this issue Feb 6, 2017
Fixes scikit-learn#7578 made recommended changes
f1c98c3
lesteve pushed a commit that referenced this issue Mar 7, 2017
@lesteve
[MRG+1] Fixes #7578 added check_decision_proba_consistency in estimat…
02c705e 
…or_checks (#8253)
@Przemo10 Przemo10 mentioned this issue Mar 17, 2017
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herilalaina pushed a commit to herilalaina/scikit-learn that referenced this issue Mar 26, 2017
@herilalaina
[MRG+1] Fixes scikit-learn#7578 added check_decision_proba_consistenc…
150e7c1 
…y in estimator_checks (scikit-learn#8253)
massich pushed a commit to massich/scikit-learn that referenced this issue Apr 26, 2017
[MRG+1] Fixes scikit-learn#7578 added check_decision_proba_consistenc…
cf903c3 
…y in estimator_checks (scikit-learn#8253)
Sundrique pushed a commit to Sundrique/scikit-learn that referenced this issue Jun 14, 2017
@Sundrique
[MRG+1] Fixes scikit-learn#7578 added check_decision_proba_consistenc…
19059a3 
…y in estimator_checks (scikit-learn#8253)
NelleV pushed a commit to NelleV/scikit-learn that referenced this issue Aug 11, 2017
@NelleV
[MRG+1] Fixes scikit-learn#7578 added check_decision_proba_consistenc…
8520357 
…y in estimator_checks (scikit-learn#8253)
paulha pushed a commit to paulha/scikit-learn that referenced this issue Aug 19, 2017
@paulha
[MRG+1] Fixes scikit-learn#7578 added check_decision_proba_consistenc…
544abfb 
…y in estimator_checks (scikit-learn#8253)
maskani-moh pushed a commit to maskani-moh/scikit-learn that referenced this issue Nov 15, 2017
@maskani-moh
[MRG+1] Fixes scikit-learn#7578 added check_decision_proba_consistenc…
e7b7af8 
…y in estimator_checks (scikit-learn#8253)
jwjohnson314 pushed a commit to jwjohnson314/scikit-learn that referenced this issue Dec 18, 2017
[MRG+1] Fixes scikit-learn#7578 added check_decision_proba_consistenc…
f2da612 
…y in estimator_checks (scikit-learn#8253)
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