How to generate Report.
run
the Report, the resulting my_eval
will contains the computed values for each metric, along with associated metadata and visualizations. (We sometimes refer to this computation result as a snapshot
).
run
it:
eval_data_1
is the current data you evaluate, the second eval_data_2
is the reference dataset you consider as a baseline for drift detection. You can also pass it explicitly:
k
parameter (Required).
GroupyBy
metric as shown below.
Example. This will compute the maximum value of salaries by each label in the “Department” column.