Class %DeepSee.PMML.Definition.Models.NeuralNetwork

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

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


[USER] > [%DeepSee] > [PMML] > [Definition] > [Models] > [NeuralNetwork]		Private Storage