@jnothman yes, ``sample_weight`` is used in both the calls to fit and score in ``fit_grid_point``. There is no need for separate ``sample_weight`` arrays since it is treated the same way `X` and `y` are (split according to test and train subarrays). Also, if `refit` is true the sample weights are again used.