columns
or fields
in your files to fields of a model. The dynamic mapping of fields in your data to model fields in the Arize platform is captured in the form of a schema.1650125707
and 2022-04-16T16:15:00Z
are both valid)score_categorical
score_categorical
modelsprefix
and capture_group
regex combination (delineated by a /
) that describes a set of columns.
For example to describe a set of columns that describe features, you might use feature/.*
. This means that all columns that start with feature
will be ingested as features and the capture group will be used as the feature name (e.x. feature/bank
would be captured as a feature named bank
.
Features must be sent in the same file as predictions.prefix
and capture_group
regex combination (delineated by a /
) that describes a set of columns.
For example to describe a set of columns that describe tags, you might use tag/.*
. This means that all columns that start with tag
will be ingested as tags and the capture group will be used as the tag name (e.x. tag/season
would be captured as a feature named season
prefix
and capture_group
regex combination (delineated by a /
) that describes a set of columns.
For example to describe a set of columns that describe feature importances for your features, you might use shap/.*
. This means that all columns that start with shap
will be ingested as tags and the capture group will be used as the tag name (e.x. shap/season
would be captured as a feature named season