MLModel

Represents an AI model that can be used in Einstein Prediction Builder, Einstein Recommendation Builder, and other Einstein features. This object is available in API version 53.0 and later.

This object contains information that represents many types of AI models. Some fields contain information for only a specific type of model.

Supported Calls

describeSObjects(), getDeleted(), getUpdated(), query(), retrieve()

Special Access Rules

Available with Einstein Prediction Builder and Einstein Recommendation Builder.

Fields

Field	Details
ApprovalStatus	Type picklist Properties Defaulted on create, Filter, Group, Nillable, Restricted picklist, Sort Description Indicates whether the model is approved, pending approval, or rejected. Possible values are: `Approved` `Pending` `Rejected` The default value is `Pending`.
Dataset	Type string Properties Filter, Group, Nillable, Sort Description The ID of the dataset used to create the model.
ModelType	Type picklist Properties Filter, Group, Nillable, Restricted picklist, Sort Description Indicates the type of model. Possible values are: `BinaryClassification` `DecisionTree` `DeepLearningIntent` `DeepLearningNER` `GeneralizedLinearModels` `GlobalDeepLearningIntent` `GlobalDeepLearningNER` `GlobalLanguageDetection` `GradientBoostedTrees` `LinearRegression` `LinearSupportVectorClassifiers` `LogisticRegression` `MulticlassClassification` `NaiveBayes` `NeuralNet` `PopularityCount` `RandomForest` `Regression` `XGBoost`
Name	Type string Properties Autonumber, Defaulted on create, Filter, idLookup, Sort Description The automatically generated ID that uniquely identifies the model.
PredictionDefinitionId	Type reference Properties Filter, Group, Nillable, Sort Description The ID of the related prediction definition. This field is a relationship field. Relationship Name PredictionDefinition Relationship Type Lookup Refers To MLPredictionDefinition
RecommendationDefinitionId	Type reference Properties Filter, Group, Nillable, Sort Description The ID of the related recommendation definition. This field is a relationship field. Relationship Name RecommendationDefinition Relationship Type Lookup Refers To MLRecommendationDefinition
ScoringStatus	Type picklist Properties Filter, Group, Restricted picklist, Sort Description Indicates whether scoring is enabled or disabled. Possible values are: `Disabled` `Enabled`
TrainingEndTime	Type dateTime Properties Filter, Nillable, Sort Description Indicates the date and time when the training ended.
TrainingStartTime	Type dateTime Properties Filter, Nillable, Sort Description Indicates the date and time when the training started.