AIFeatureExtractor

Represents information about the feature extractor that’s used to extract the data required by the machine learning model for making predictions. This object is available in API version 55.0 and later.

Where possible, we changed noninclusive terms to align with our company value of Equality. We maintained certain terms to avoid any effect on customer implementations.

Important

Supported SOAP API Calls

create(), delete(), describeSObjects(), query(), retrieve(), update(), upsert()

Supported REST API Methods

DELETE, GET, HEAD, PATCH, POST, Query

Fields

Field Details
AiUsecaseModelId
Type
reference
Properties
Create, Filter, Group, Nillable, Sort, Update
Description
The use case model that’s related to the feature extractor.
This is a relationship field.
Relationship Name
AiUsecaseModel
Relationship Type
Lookup
Refers To
AIUsecaseModel
BatchInputSourceIdentifier
Type
string
Properties
Create, Filter, Group, Nillable, Sort, Update
Description
The identifier of the input source containing batch job-computed features that a model can use to generate predictions. Available in API version 57.0 and later.
ClassName
Type
string
Properties
Create, Filter, Group, Nillable, Sort, Update
Description
The Apex class name of the feature extractor.
DeveloperName
Type
string
Properties
Create, Filter, Group, Sort, Update
Description
The developer name of the feature extractor.

Only users with View DeveloperName OR View Setup and Configuration permission can view, group, sort, and filter this field.

Note

FeatureInputType
Type
picklist
Properties
Create, Defaulted on create, Filter, Group, Restricted picklist, Sort, Update
Description
The type of feature input that’s used in generating predictions. Available in API version 57.0 and later.
Possible values are:
  • Batch_And_Realtime_Input
  • Batch_Input
  • Realtime_Input
  • Sample_Input
The default value is Realtime_Input.
InputContext
Type
textarea
Properties
Create, Nillable, Update
Description
The features that serve as the context for the feature extractor in the JSON or CSV file. Available in API version 57.0 and later.
Language
Type
picklist
Properties
Create, Defaulted on create, Filter, Group, Nillable, Restricted picklist, Sort, Update
Description
The language of the feature extractor.
ManageableState
Type
picklist
Properties
Filter, Group, Nillable, Restricted picklist, Sort
Description
Indicates the manageable state of the specified component that is contained in a package.
Possible values are:
  • beta—Managed-Beta
  • deleted—Managed-Proposed-Deleted
  • deprecated—Managed-Proposed-Deprecated
  • deprecatedEditable—SecondGen-Installed-Deprecated
  • installed—Managed-Installed
  • installedEditable—SecondGen-Installed-Editable
  • released—Managed-Released
  • unmanaged—Unmanaged
MasterLabel
Type
string
Properties
Create, Filter, Group, Sort, Update
Description
The label for the feature extractor.
NamespacePrefix
Type
string
Properties
Filter, Group, Nillable, Sort
Description
Namespace prefix associated with this object. Each Developer Edition org that creates a managed package has a unique namespace prefix.
Type
Type
picklist
Properties
Create, Defaulted on create, Filter, Group, Nillable, Restricted picklist, Sort, Update
Description
The type of the feature extractor.
Valid values are:
  • APEX
  • HYBRID
  • JAVA
The default value is APEX.