%DeepSee.extensions.components.PCA
persistent class %DeepSee.extensions.components.PCA extends %Library.Persistent, %DeepSee.extensions.BlackBox
SQL Table Name: %DeepSee_extensions_components.PCA
Property Inventory
- Count
- InputColumnList
- InputStdDev
- Loadings
- Mean
- OutputColumnList
- OutputStdDev
- Table
- UseSQLUPdate
- UseZScores
- Verbose
Method Inventory
- CalcCovMatrix()
- CalcMean()
- GetAxisMajorContributors()
- GetEffectiveDimensionality()
- GetEigenVector()
- GetModifiedEffectiveDimensionality()
- GetTransformationMatrix()
- GetVectorMajorContributors()
- execute()
- print()
- process()
- setComponents()
- setComponentsCOS()
- setOutputColumns()
Properties
property Count as %Integer;
Property methods: CountDisplayToLogical(), CountGet(), CountGetStored(), CountIsValid(), CountLogicalToDisplay(), CountNormalize(), CountSet()
property InputColumnList as %List;
Property methods: InputColumnListGet(), InputColumnListGetStored(), InputColumnListIsValid(), InputColumnListLogicalToOdbc(), InputColumnListOdbcToLogical(), InputColumnListSet()
property InputStdDev [ MultiDimensional ];
Property methods: InputStdDevDisplayToLogical(), InputStdDevGet(), InputStdDevIsValid(), InputStdDevLogicalToDisplay(), InputStdDevLogicalToOdbc(), InputStdDevNormalize(), InputStdDevSet()
property Loadings [ MultiDimensional ];
Property methods: LoadingsDisplayToLogical(), LoadingsGet(), LoadingsIsValid(), LoadingsLogicalToDisplay(), LoadingsLogicalToOdbc(), LoadingsNormalize(), LoadingsSet()
property Mean [ MultiDimensional ];
Property methods: MeanDisplayToLogical(), MeanGet(), MeanIsValid(), MeanLogicalToDisplay(), MeanLogicalToOdbc(), MeanNormalize(), MeanSet()
property OutputColumnList as %List;
Property methods: OutputColumnListGet(), OutputColumnListGetStored(), OutputColumnListIsValid(), OutputColumnListLogicalToOdbc(), OutputColumnListOdbcToLogical(), OutputColumnListSet()
property OutputStdDev [ MultiDimensional ];
Property methods: OutputStdDevDisplayToLogical(), OutputStdDevGet(), OutputStdDevIsValid(), OutputStdDevLogicalToDisplay(), OutputStdDevLogicalToOdbc(), OutputStdDevNormalize(), OutputStdDevSet()
property Table as %String [ Required ];
Property methods: TableDisplayToLogical(), TableGet(), TableGetStored(), TableIsValid(), TableLogicalToDisplay(), TableLogicalToOdbc(), TableNormalize(), TableSet()
property UseSQLUPdate as %Boolean [ InitialExpression = 0 ];
Property methods: UseSQLUPdateDisplayToLogical(), UseSQLUPdateGet(), UseSQLUPdateGetStored(), UseSQLUPdateIsValid(), UseSQLUPdateLogicalToDisplay(), UseSQLUPdateNormalize(), UseSQLUPdateSet()
property UseZScores as %Boolean;
Property methods: UseZScoresDisplayToLogical(), UseZScoresGet(), UseZScoresGetStored(), UseZScoresIsValid(), UseZScoresLogicalToDisplay(), UseZScoresNormalize(), UseZScoresSet()
property Verbose as %Boolean;
Property methods: VerboseDisplayToLogical(), VerboseGet(), VerboseGetStored(), VerboseIsValid(), VerboseLogicalToDisplay(), VerboseNormalize(), VerboseSet()
Methods
method CalcCovMatrix(Output cov) as %Status
method CalcMean() as %Status
method GetAxisMajorContributors(j As %Integer, margin As %Double, Output listPos As %List, Output listNeg As %List) as %Status
method GetModifiedEffectiveDimensionality(marginalRate As %Double = 0.9, Q As %Integer = "", Output sc As %Status) as %Double
method GetTransformationMatrix(Output W) as %Status
method GetVectorMajorContributors(ByRef V, margin As %Double, Output listPos As %List, Output listNeg As %List) as %Status
method execute() as %Status
method print() as %Status
classmethod process(table As %String, input As %String, out As %String, Output result As PCA, useZScores As %Boolean = 1, verbose As %Boolean = 0) as %Status
method setComponents() as %Status
method setComponentsCOS(ByRef W) as %Status
Indexes
index (PKIdx on Table) [IdKey, PrimaryKey, Type = key, Unique];
Index methods: PKIdxCheck(), PKIdxDelete(), PKIdxExists(), PKIdxOpen(), PKIdxSQLCheckUnique(), PKIdxSQLExists(), PKIdxSQLFindPKeyByConstraint(), PKIdxSQLFindRowIDByConstraint()
Inherited Members
Inherited Methods
- %%CLASSNAMELogicalToStorage()
- %%CLASSNAMEStorageToLogical()
- %AddToSaveSet()
- %AddToSyncSet()
- %BMEBuilt()
- %BuildIndicesAsync()
- %BuildIndicesAsyncResponse()
- %CheckConstraints()
- %CheckConstraintsForExtent()
- %ClassIsLatestVersion()
- %ClassName()
- %ComposeOid()
- %ConstructClone()
- %Delete()
- %DeleteExtent()
- %DeleteId()
- %DispatchClassMethod()
- %DispatchGetModified()
- %DispatchGetProperty()
- %DispatchMethod()
- %DispatchSetModified()
- %DispatchSetMultidimProperty()
- %DispatchSetProperty()
- %Exists()
- %ExistsId()
- %Extends()
- %GUID()
- %GUIDSet()
- %GetLock()
- %GetParameter()
- %GetSwizzleObject()
- %Id()
- %InitExtentData()
- %InsertBatch()
- %IsA()
- %IsModified()
- %IsNull()
- %KillExtent()
- %KillExtentData()
- %LoadFromMemory()
- %LockExtent()
- %LockId()
- %New()
- %NormalizeObject()
- %ObjectIsNull()
- %ObjectModified()
- %Oid()
- %OnBeforeAddToSync()
- %OnDeleteFinally()
- %OnDetermineClass()
- %OnOpenFinally()
- %OnSaveFinally()
- %Open()
- %OpenId()
- %OriginalNamespace()
- %PackageName()
- %PhysicalAddress()
- %PurgeIndices()
- %Reload()
- %RemoveFromSaveSet()
- %ResolveConcurrencyConflict()
- %RollBack()
- %Save()
- %SaveDirect()
- %SaveIndices()
- %SerializeObject()
- %SetModified()
- %SortBegin()
- %SortEnd()
- %SyncObjectIn()
- %SyncTransport()
- %UnlockExtent()
- %UnlockId()
- %ValidateIndices()
- %ValidateObject()
- %ValidateTable()
- GetClassDef()
- GetDataLocation()
Storage
Gray indicates storage defined by superclasses.
Storage Model: Storage (%DeepSee.extensions.components.PCA)
^ISC.DSII.Ext.PCAD(ID) |
= | %%CLASSNAME
Table
InputColumnList
OutputColumnList
Count
Verbose
UseZScores
UseSQLUPdate
|