Class Reference
IRIS for UNIX 2024.1.2
 InterSystems: The power behind what matters   
Documentation  Search
  [USER] >  [%DeepSee] >  [PMML] >  [Definition] >  [Models] >  [NeuralNetwork]
Private  Storage   

class %DeepSee.PMML.Definition.Models.NeuralNetwork extends AbstractModel

Inventory

Parameters Properties Methods Queries Indices ForeignKeys Triggers
17 3


Summary

Properties
Extension Layers LocalTransformations MiningSchema
ModelExplanation ModelStats ModelVerification NeuralInputs
NeuralOutputs Output Targets activationFunction
algorithmName altitude functionName isScorable
modelName normalizationMethod numberOfLayers threshold
width

Methods
%AddToSaveSet %ClassIsLatestVersion %ClassName %ConstructClone
%DispatchClassMethod %DispatchGetModified %DispatchGetProperty %DispatchMethod
%DispatchSetModified %DispatchSetMultidimProperty %DispatchSetProperty %Extends
%GetParameter %IsA %IsModified %New
%NormalizeObject %ObjectModified %OnValidateNames %OriginalNamespace
%PackageName %RemoveFromSaveSet %SerializeObject %SetModified
%ValidateNames %ValidateObject %ValidatePMML XMLDTD
XMLExport XMLExportToStream XMLExportToString XMLNew
XMLSchema XMLSchemaNamespace XMLSchemaType


Properties

• property Extension as list of %DeepSee.PMML.Definition.Extension(XMLPROJECTION="ELEMENT");
• property Layers as list of %DeepSee.PMML.Definition.Models.NeuralNetwork.NeuralLayer(XMLNAME="NeuralLayer",XMLPROJECTION="ELEMENT");
• property LocalTransformations as %DeepSee.PMML.Definition.LocalTransformations(XMLPROJECTION="ELEMENT");
• property MiningSchema as %DeepSee.PMML.Definition.MiningSchema(XMLPROJECTION="ELEMENT") [ Required ];
• property ModelExplanation as %DeepSee.PMML.Definition.ModelExplanation(XMLPROJECTION="ELEMENT");
• property ModelStats as %DeepSee.PMML.Definition.ModelStats(XMLPROJECTION="ELEMENT");
• property ModelVerification as %DeepSee.PMML.Definition.ModelVerification(XMLPROJECTION="ELEMENT");
• property NeuralInputs as %DeepSee.PMML.Definition.Models.NeuralNetwork.NeuralInputs(XMLPROJECTION="ELEMENT");
• property NeuralOutputs as %DeepSee.PMML.Definition.Models.NeuralNetwork.NeuralOutputs(XMLPROJECTION="ELEMENT");
• property Output as %DeepSee.PMML.Definition.Output(XMLPROJECTION="ELEMENT");
• property Targets as %DeepSee.PMML.Definition.Targets(XMLPROJECTION="ELEMENT");
• property activationFunction as %DeepSee.PMML.Datatype.String(VALUELIST=",threshold,logistic,tanh,identity,exponential,reciprocal,square,Gauss,sine,cosine,Elliot,arctan,rectifier,radialBasis",XMLPROJECTION="ATTRIBUTE") [ Required ];
• property altitude as %DeepSee.PMML.Datatype.RealNumber(XMLPROJECTION="ATTRIBUTE") [ InitialExpression = 1 ];
• property normalizationMethod as %DeepSee.PMML.Datatype.String(VALUELIST=",none,simplemax,softmax",XMLPROJECTION="ATTRIBUTE") [ InitialExpression = "none" ];
• property numberOfLayers as %DeepSee.PMML.Datatype.IntNumber(MINVAL=0,XMLPROJECTION="ATTRIBUTE");
• property threshold as %DeepSee.PMML.Datatype.RealNumber(XMLPROJECTION="ATTRIBUTE") [ InitialExpression = 0 ];
• property width as %DeepSee.PMML.Datatype.RealNumber(XMLPROJECTION="ATTRIBUTE");

Methods

• method %OnValidateNames(ByRef pDictionary) as %Status

Copyright (c) 2025 by InterSystems Corporation. Cambridge, Massachusetts, U.S.A. All rights reserved. Confidential property of InterSystems Corporation.