DOC typo simple present singular for SGDClassifier in linear model docs
@@ -820,7 +820,7 @@ The following table summarizes the penalties supported by each solver:
The "lbfgs" solver is used by default for its robustness. For large datasets
the "saga" solver is usually faster.
For large dataset, you may also consider using :class:`SGDClassifier`
-with 'log' loss, which might be even faster but require more tuning.
+with 'log' loss, which might be even faster but requires more tuning.
.. topic:: Examples:
