featureSpecificationS3Uri
A URL to the Amazon S3 data source containing additional selected features that complement the target, itemID, timestamp, and grouped columns set in TimeSeriesConfig
. When not provided, the AutoML job V2 includes all the columns from the original dataset that are not already declared in TimeSeriesConfig
. If provided, the AutoML job V2 only considers these additional columns as a complement to the ones declared in TimeSeriesConfig
.
You can input FeatureAttributeNames
(optional) in JSON format as shown below:
{ "FeatureAttributeNames":["col1", "col2", ...] }
.
You can also specify the data type of the feature (optional) in the format shown below:
{ "FeatureDataTypes":{"col1":"numeric", "col2":"categorical" ... } }
Autopilot supports the following data types: numeric
, categorical
, text
, and datetime
.
These column keys must not include any column set in TimeSeriesConfig
.