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%ML.DR.Provider

Class %ML.DR.Provider Extends %ML.Provider

Implements the QuickML provider

Parameters​

PROVIDERNAME​

Parameter PROVIDERNAME As %String = "DR";

Provider name

SQLTYPE​

Parameter SQLTYPE As %String [ Constraint = "resultset,query", Flags = ENUM ] = "query";

Properties​

datarobot​

Property datarobot As %Net.Remote.Object;

Java objects:

Methods​

%GetDefaultSettings​

ClassMethod %GetDefaultSettings(ByRef settings As %DynamicObject)

Adds the default settings for DR to the settings dynamic object

%OnInit​

Method %OnInit() As %Status

Opens JavaGateway and creates the Java objects for H2O

%CreateModel​

Method %CreateModel(modelName As %String, ByRef model As %ML.Model, ByRef params) As %Status

Create a ML model

%GetTrainStatement​

Method %GetTrainStatement() As %SQL.Statement

Returns an instance of %SQL.Statement to be used for the training query

%BeginTraining​

Method %BeginTraining(model As %ML.Model, data As %SQL.StatementResult, trainingrun As %ML.TrainingRun, ByRef name As %String = "", ByRef trainkey) As %Status

Train a DR model data argument is not used for IoC providers name is no longer used. trainingrun.name is already defined

%WaitForTraining​

Method %WaitForTraining(ByRef trainkey, trainingrun As %ML.TrainingRun, ByRef trainedmodel As %ML.TrainedModel, timeoutMS As %Integer = -1) As %Status

Check for training complete