%ML.AutoML.TrainedModel

persistent class %ML.AutoML.TrainedModel extends %ML.TrainedModel

SQL Table Name: %ML_AutoML.TrainedModel

Class for a trained AutoML model instance

Property Inventory

Method Inventory

Properties

property ModelState as %Stream.GlobalCharacter;
Serialized model state
Property methods: ModelStateDelete(), ModelStateGet(), ModelStateGetObject(), ModelStateGetObjectId(), ModelStateGetStored(), ModelStateGetSwizzled(), ModelStateIsValid(), ModelStateNewObject(), ModelStateOid(), ModelStateOpen(), ModelStateSet(), ModelStateSetObject(), ModelStateSetObjectId(), ModelStateUnSwizzle()

Methods

method %Begin() as %Status [ Language = objectscript ]
Begin trained model operations
classmethod %CreateTrainedModel(provider As %ML.AutoML.Provider, trainingrun As %ML.TrainingRun, ByRef trainedmodel As %ML.AutoML.TrainedModel) as %Status [ Language = objectscript ]
Factory method to create a trained model
method %End() as %Status [ Language = objectscript ]
End trained model operations
method %LoadModel() as %Status [ Language = objectscript ]
Load a serialized model
method %Predict(data As %List, ByRef results As %List) as %Status [ Language = objectscript ]
Predict on an ML model
method %PredictAll(tfn As %Integer, argspos As %List, predpos As %List, probpos As %List = "", expr As %String = "") as %Status [ Language = objectscript ]
Bulk Predict arguments: tfn - tempfile index argspos - Positions of the WithColumns in the temp rows, $list(column-positions) predpos - Position of the predicted value, $list(result-column-positions) probpos - Position of the probability value, $list(result-column-positions) expr - expression for probability returns: $$$OK on success, otherwise a $$$ERROR(...)
method %Probability(expr As %String = 1, data As %List, ByRef results As %List) as %Status [ Language = objectscript ]
Predict probability on an ML model Arguments: expr: The argument of PROBABILITY's FOR clause, defaults to 1 data: $List of WITH clause values results: PBR, return value

Inherited Members

Inherited Properties

Inherited Methods

Storage

Gray indicates storage defined by superclasses.

Storage Model: Storage (%ML.TrainedModel)

^IRIS.ML.TrainedModelD(ID,"ModelInfo",n)
=
ModelInfo(n)

Storage Model: Storage (%ML.TrainedModel)

^IRIS.ML.TrainedModelD(ID)
=
%%CLASSNAME
Model
Provider
TrainingRun
TrainedAt
ModelName
ModelType

Storage Model: Storage (%ML.AutoML.TrainedModel)

^IRIS.ML.TrainedModelD(ID,"TrainedModel")
=
ModelState
WithColumnNames
WithColumnTypes
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