DOC Remove space in "cross-entropy"
@@ -1204,8 +1204,8 @@ class LogisticRegression(BaseEstimator, LinearClassifierMixin,
"""Logistic Regression (aka logit, MaxEnt) classifier.
In the multiclass case, the training algorithm uses the one-vs-rest (OvR)
- scheme if the 'multi_class' option is set to 'ovr', and uses the cross-
- entropy loss if the 'multi_class' option is set to 'multinomial'.
+ scheme if the 'multi_class' option is set to 'ovr', and uses the
+ cross-entropy loss if the 'multi_class' option is set to 'multinomial'.
(Currently the 'multinomial' option is supported only by the 'lbfgs',
'sag', 'saga' and 'newton-cg' solvers.)
