fix typo (scikit-learn#8390)

doc/tutorial/statistical_inference/supervised_learning.rst

@@ -341,7 +341,7 @@ application of Occam's razor: *prefer simpler models*.
  solves the lasso regression problem using a
  `coordinate descent <https://en.wikipedia.org/wiki/Coordinate_descent>`_ method,
  that is efficient on large datasets. However, scikit-learn also
- provides the :class:`LassoLars` object using the *LARS* algorthm,
+ provides the :class:`LassoLars` object using the *LARS* algorithm,
  which is very efficient for problems in which the weight vector estimated
  is very sparse (i.e. problems with very few observations).