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DISTRIB="ubuntu" PYTHON_VERSION="2.7" CYTHON_VERSION="0.23.4" CACHED_BUILD_DIR="$HOME/sklearn_build_ubuntu" COVERAGE=true

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Add labels argument to log_loss to provide labels explicitly when number of classes in y_true and y_pred differ 

Fixes https://github.com/scikit-learn/scikit-learn/issues/4033 , https://github.com/scikit-learn/scikit-learn/issues/4546 , https://github.com/scikit-learn/scikit-learn/issues/6703

* fixed log_loss bug

enhance log_loss labels option feature

log_loss

changed test log_loss case

u

add ValueError in log_loss

* fixed error message when y_pred and y_test labels don't match

fixes as per existing pull request #6714

fixed log_loss bug

enhance log_loss labels option feature

log_loss

changed test log_loss case

u

add ValueError in log_loss

fixes as per existing pull request #6714

fixed error message when y_pred and y_test labels don't match

fixed error message when y_pred and y_test labels don't match

corrected doc/whats_new.rst for syntax and with correct formatting of credits

additional formatting fixes for doc/whats_new.rst

fixed versionadded comment

removed superfluous line

removed superflous line

* Wrap up changes to fix log_loss bug and clean up log_loss

fix a typo in whatsnew

refactor conditional and move dtype check before np.clip

general cleanup of log_loss

remove dtype checks

edit non-regression test and wordings

fix non-regression test

misc doc fixes / clarifications + final touches

fix naming of y_score2 variable

specify log loss is only valid for 2 labels or more

54951 of 58122 relevant lines covered (94.54%)

0.95 hits per line

Source Files on job 19937.1 (DISTRIB="ubuntu" PYTHON_VERSION="2.7" CYTHON_VERSION="0.23.4" CACHED_BUILD_DIR="$HOME/sklearn_build_ubuntu" COVERAGE=true)