TrainedModel Class Reference

Class for a trained AutoML model instance. More...

Inheritance diagram for TrainedModel:

Collaboration diagram for TrainedModel:

Public Attributes
	ModelState
	Serialized model state. More...
Public Attributes inherited from TrainedModel
	Model
	Base model we trained on. More...
	ModelInfo
	Model information. More...
	ModelName
	Trained Model name, same as the name for the cooresponding Training Run. More...
	ModelType
	Model type. More...
	Provider
	ML Provider that did the training. More...
	TrainedAt
	Timestamp for when the model was trained (UTC) More...
	TrainingRun
	Training run. More...

Private Member Functions
_.Library.Status	Begin ()
	Begin trained model operations.
_.Library.Status	End ()
	End trained model operations.
_.Library.Status	LoadModel ()
	Load a serialized model.
_.Library.Status	Predict (_.Library.List data, _.Library.List results)
	Predict on an ML model.
_.Library.Status	PredictAll (_.Library.Integer tfn, _.Library.List argspos, _.Library.List predpos, _.Library.List probpos, _.Library.String expr, _.Library.List mtorder, _.Library.List mtunary)
	Bulk Predict. More...
_.Library.Status	Probability (_.Library.String expr, _.Library.List data, _.Library.List results)
	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.

Static Private Member Functions
_.Library.Status	CreateTrainedModel (_.ML.AutoML.Provider provider, _.ML.TrainingRun trainingrun, _.ML.AutoML.TrainedModel trainedmodel)
	Factory method to create a trained model.

Additional Inherited Members
Public Member Functions inherited from TrainedModel
_.Library.Status	OnBeforeSave (_.Library.Boolean insert)
	This callback method is invoked by the <METHOD>Save</METHOD> method to. More...
Public Member Functions inherited from Persistent
_.Library.Status	AcquireLock (_.Library.String locktype)
	Acquires a lock for the current instance. More...
_.Library.Status	LoadData (_.Library.String id)
	LoadData() - loads an object from storage. More...
_.Library.Status	OnAfterSave (_.Library.Boolean insert)
	This callback method is invoked by the <METHOD>Save</METHOD> method to. More...
_.Library.Status	OnBeforeSave (_.Library.Boolean insert)
	This callback method is invoked by the <METHOD>Save</METHOD> method to. More...
_.Library.Status	OnOpen ()
	This callback method is invoked by the <METHOD>Open</METHOD> method to. More...
_.Library.Status	OnReload ()
	This callback method is invoked by the <METHOD>Reload</METHOD> method to. More...
_.Library.Status	OnRollBack ()
	This callback method is invoked by the <METHOD>Save</METHOD> method to. More...
_.Library.Status	ReleaseLock (_.Library.String locktype)
	Releases a lock for the current instance. More...
_.Library.Status	SaveData (_.Library.String id)
	SaveData() - saves an object to disk, checks uniqueness and referential More...
Public Member Functions inherited from SwizzleObject
_.Library.Status	OnJournalObject (_.Library.Integer tranid, _.Library.Integer jrnid, _.Library.String filter)
	This callback method is invoked by the <METHOD>JournalObject</METHOD> method to. More...
Public Member Functions inherited from RegisteredObject
_.Library.Status	OnAddToSaveSet (_.Library.Integer depth, _.Library.Integer insert, _.Library.Integer callcount)
	This callback method is invoked when the current object is added to the SaveSet,. More...
_.Library.Status	OnClose ()
	This callback method is invoked by the <METHOD>Close</METHOD> method to. More...
_.Library.Status	OnConstructClone (_.Library.RegisteredObject object, _.Library.Boolean deep, _.Library.String cloned)
	This callback method is invoked by the <METHOD>ConstructClone</METHOD> method to. More...
_.Library.Status	OnNew ()
	This callback method is invoked by the <METHOD>New</METHOD> method to. More...
_.Library.Status	OnValidateObject ()
	This callback method is invoked by the <METHOD>ValidateObject</METHOD> method to. More...
Static Public Member Functions inherited from Persistent
_.Library.Status	DeleteData (_.Library.String id, _.Library.Integer concurrency)
	This method is normally generated by the storage class for persistent classes using. More...
_.Library.Status	KillExtentData (_.Library.Boolean killstreams)
	KillExtentData() - kills extent data in storage. More...
_.Library.Status	OnAfterBuildIndices (_.Library.String indexlist)
	This callback method is invoked by the <METHOD>BuildIndices</METHOD> method after all work is completed. More...
_.Library.Status	OnAfterDelete (_.Library.ObjectIdentity oid)
	This callback method is invoked by the <METHOD>Delete</METHOD> method to. More...
_.Library.Status	OnAfterPurgeIndices (_.Library.String indexlist)
	This callback method is invoked by the <METHOD>PurgeIndices</METHOD> method after all work is completed. More...
_.Library.Status	OnBeforeBuildIndices (_.Library.String indexlist)
_.Library.Status	OnBeforePurgeIndices (_.Library.String indexlist)
_.Library.Status	OnDelete (_.Library.ObjectIdentity oid)
	This callback method is invoked by the <METHOD>Delete</METHOD> method to. More...
Static Public Attributes inherited from Persistent
	XCOMPACTANCESTRY
	XCOMPACTANCESTRY can be set to a string to replace the value of the %CLASSNAME property (x__classname field) More...
	DATALOCATIONGLOBAL = None
	Global name containing master map data for this class. More...
	DEFAULTGLOBAL = None
	DSCONDITION = None
	DSCONDITION is the expression that will be evaluated before deciding whether certain actions must be taken. More...
	DSINTERVAL = None
	DSINTERVAL is the number of seconds between one DSTIME value and the next. More...
	DSTIME = None
	If the DSTIME parameter is set to AUTO then the most recent filing operation in the current DSTIME value. More...
	EXTENTQUERYSPEC = None
	The EXTENTQUERYSPEC parameter defines the properties to be retrieved in. More...
	EXTENTSIZE = None
	The EXTENTSIZE parameter is used to inform the SQL Query Optimizer More...
	GUIDENABLED = None
	If this parameter is set to 1 then a GUID will be assigned (to the GUID property) to each new object. More...
	IDENTIFIEDBY = None
	The IDENTIFIEDBY parameter can optionally be set to the name. More...
	MANAGEDEXTENT = None
	The MANAGEDEXTENT parameter can be set to 0 (zero) to cause the Extent Manager. More...
	READONLY = None
	READONLY = 1 means that objects can be created, opened but not saved or deleted. More...
	ROWLEVELSECURITY = None
	ROWLEVELSECURITY = 1 | <property> means that row level security is active and the list More...
	SQLPREVENTFULLSCAN = None
	SQLPREVENTFULLSCAN = 1 means an attempt to prepare a query that will result in a full scan More...
	STORAGEDEFAULT = None
	STORAGEDEFAULT defines the default storage allocation to use for properties in this class. More...
	USEEXTENTSET = None
	VERSIONCLIENTNAME = None
	VERSIONCLIENTNAME can be set to a valid CLIENTNAME (see property CLIENTNAME) value. More...
	VERSIONPROPERTY = None
	VERSIONPROPERTY = <property> means that the <property> in memory will be compared to. More...
Static Public Attributes inherited from SwizzleObject
	DEFAULTCONCURRENCY = None
	DEFAULTCONCURRENCY is the default value for the concurrency formal argument. More...
	JOURNALSTREAM = None
	If OBJJOURNAL is true then the value of the JOURNALSTREAM parameter defines whether or not. More...
	OBJJOURNAL = None
	if OBJJOURNAL is TRUE then inserts, updates and deletes will be logged in ^OBJ.JournalT More...
Static Public Attributes inherited from RegisteredObject
	CAPTION = None
	Optional name used by the Form Wizard for a class when generating forms. More...
	JAVATYPE = None
	The Java type to be used when exported.
	PROPERTYVALIDATION = None
	This parameter controls the default validation behavior for the object. More...

Detailed Description

Class for a trained AutoML model instance.

Member Function Documentation

PredictAll()

_.Library.Status PredictAll ( _.Library.Integer  tfn, _.Library.List  argspos, _.Library.List  predpos, _.Library.List  probpos, _.Library.String  expr, _.Library.List  mtorder, _.Library.List  mtunary  )

private

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(...)

Member Data Documentation

ModelState

ModelState

Serialized model state.