%DeepSee.extensions.utils.LDA
persistent class %DeepSee.extensions.utils.LDA extends %Library.Persistent, %DeepSee.extensions.BlackBox
SQL Table Name: %DeepSee_extensions_utils.LDA
This code serves for calculating a linear discriminant analysis (LDA)Property Inventory (Including Private)
- Confusion
- Dim
- GroupMean
- Groups
- NGroups
- Name
- PooledInverseCovariance
- Probability
- UseMahalanobisDistance
Method Inventory (Including Private)
- %OnNew()
- %OnOpen()
- Create()
- GetDF()
- GetMahalanobisDistance()
- GetMajorContributors()
- Test()
- getConfusionMatrixForTestSet()
- getCovector()
- getSensitivity()
- getSpecificity()
- predict()
- printConfusionMatrix()
Properties (Including Private)
property Confusion [ MultiDimensional ];
Property methods: ConfusionDisplayToLogical(), ConfusionGet(), ConfusionIsValid(), ConfusionLogicalToDisplay(), ConfusionLogicalToOdbc(), ConfusionNormalize(), ConfusionSet()
property Dim as %Integer;
Property methods: DimDisplayToLogical(), DimGet(), DimGetStored(), DimIsValid(), DimLogicalToDisplay(), DimNormalize(), DimSet()
property GroupMean as %Double [ MultiDimensional ];
Property methods: GroupMeanDisplayToLogical(), GroupMeanGet(), GroupMeanIsValid(), GroupMeanLogicalToDisplay(), GroupMeanNormalize(), GroupMeanOdbcToLogical(), GroupMeanSet()
property Groups [ MultiDimensional ];
Property methods: GroupsDisplayToLogical(), GroupsGet(), GroupsIsValid(), GroupsLogicalToDisplay(), GroupsLogicalToOdbc(), GroupsNormalize(), GroupsSet()
property NGroups as %Integer;
Property methods: NGroupsDisplayToLogical(), NGroupsGet(), NGroupsGetStored(), NGroupsIsValid(), NGroupsLogicalToDisplay(), NGroupsNormalize(), NGroupsSet()
property Name as %String (MAXLEN = 256) [ Required ];
Property methods: NameDisplayToLogical(), NameGet(), NameGetStored(), NameIdxCheck(), NameIdxCheckUnique(), NameIdxDelete(), NameIdxExists(), NameIdxOpen(), NameIdxSQLCheckUnique(), NameIdxSQLExists(), NameIdxSQLFindPKeyByConstraint(), NameIdxSQLFindRowIDByConstraint(), NameIsValid(), NameLogicalToDisplay(), NameLogicalToOdbc(), NameNormalize(), NameSet()
property PooledInverseCovariance as %Double [ MultiDimensional ];
Property methods: PooledInverseCovarianceDisplayToLogical(), PooledInverseCovarianceGet(), PooledInverseCovarianceIsValid(), PooledInverseCovarianceLogicalToDisplay(), PooledInverseCovarianceNormalize(), PooledInverseCovarianceOdbcToLogical(), PooledInverseCovarianceSet()
property Probability as %Double [ MultiDimensional ];
Property methods: ProbabilityDisplayToLogical(), ProbabilityGet(), ProbabilityIsValid(), ProbabilityLogicalToDisplay(), ProbabilityNormalize(), ProbabilityOdbcToLogical(), ProbabilitySet()
property UseMahalanobisDistance as %Boolean [ InitialExpression = 0 ];
Property methods: UseMahalanobisDistanceDisplayToLogical(), UseMahalanobisDistanceGet(), UseMahalanobisDistanceGetStored(), UseMahalanobisDistanceIsValid(), UseMahalanobisDistanceLogicalToDisplay(), UseMahalanobisDistanceNormalize(), UseMahalanobisDistanceSet()
Methods (Including Private)
This callback method is invoked by the %New() method to
provide notification that a new instance of an object is being created.
If this method returns an error then the object will not be created.
It is passed the arguments provided in the %New call. When customizing this method, override the arguments with whatever variables and types you expect to receive from %New(). For example, if you're going to call %New, passing 2 arguments, %OnNew's signature could be:
Method %OnNew(dob as %Date = "", name as %Name = "") as %Status If instead of returning a %Status code this returns an oref and this oref is a subclass of the current class then this oref will be the one returned to the caller of %New method.
private method %OnOpen() as %Status [ Language = objectscript ]
This callback method is invoked by the %Open() method to
provide notification that the object specified by oid is being opened.
If this method returns an error then the object will not be opened.
method Create(N As %Integer, M As %Integer, ByRef data As %Double, ByRef groups As %Integer, p As %Boolean) as %Status [ Language = objectscript ]
method GetMahalanobisDistance(ByRef x, Output fv, verobse As %Boolean = 0) as %Status [ Language = objectscript ]
method GetMajorContributors(targetPos As %String, targetNeg As %String, margin As %Double, Output listPos As %List, Output listNeg As %List) as %Status [ Language = objectscript ]
classmethod Test() [ Language = objectscript ]
method getConfusionMatrixForTestSet(rs As %ResultSet, i1 As %Integer, dim As %Integer, Output C, Output r As %Double) as %Status [ Language = objectscript ]
method getSensitivity(g, Output sc As %Status, ByRef confusion="") as %Double [ Language = objectscript ]
method getSpecificity(g, Output sc As %Status, ByRef confusion="") as %Double [ Language = objectscript ]
method predict(ByRef x, Output sc As %Status, Output maxf As %Double, Output f) as %String [ Language = objectscript ]
method printConfusionMatrix(ByRef confusion="") as %Status [ Language = objectscript ]
Indexes
index (NameIdx on Name) [PrimaryKey, Unique];
Index methods: NameIdxCheck(), NameIdxCheckUnique(), NameIdxDelete(), NameIdxExists(), NameIdxOpen(), NameIdxSQLCheckUnique(), NameIdxSQLExists(), NameIdxSQLFindPKeyByConstraint(), NameIdxSQLFindRowIDByConstraint()
Inherited Members
Inherited Methods (Including Private)
- %AcquireLock()
- %AddToSaveSet()
- %AddToSyncSet()
- %BMEBuilt()
- %BuildIndicesAsync()
- %BuildIndicesAsyncResponse()
- %CheckConstraints()
- %CheckConstraintsForExtent()
- %ClassIsLatestVersion()
- %ClassName()
- %ComposeOid()
- %ConstructClone()
- %ConstructCloneInit()
- %Delete()
- %DeleteData()
- %DeleteExtent()
- %DeleteId()
- %DispatchClassMethod()
- %DispatchGetModified()
- %DispatchGetProperty()
- %DispatchMethod()
- %DispatchSetModified()
- %DispatchSetMultidimProperty()
- %DispatchSetProperty()
- %Exists()
- %ExistsId()
- %Extends()
- %GUID()
- %GUIDSet()
- %GetLock()
- %GetParameter()
- %GetSwizzleObject()
- %Id()
- %InsertBatch()
- %IsA()
- %IsModified()
- %IsNull()
- %KillExtent()
- %KillExtentData()
- %LoadData()
- %LoadFromMemory()
- %LockExtent()
- %LockId()
- %New()
- %NormalizeObject()
- %ObjectIsNull()
- %ObjectModified()
- %Oid()
- %OnAddToSaveSet()
- %OnAfterBuildIndices()
- %OnAfterDelete()
- %OnAfterPurgeIndices()
- %OnAfterSave()
- %OnBeforeAddToSync()
- %OnBeforeBuildIndices()
- %OnBeforePurgeIndices()
- %OnBeforeSave()
- %OnClose()
- %OnConstructClone()
- %OnDelete()
- %OnDetermineClass()
- %OnJournalObject()
- %OnOpen1()
- %OnReload()
- %OnRollBack()
- %OnValidateObject()
- %Open()
- %OpenId()
- %OriginalNamespace()
- %PackageName()
- %PhysicalAddress()
- %PurgeIndices()
- %ReleaseLock()
- %Reload()
- %RemoveFromSaveSet()
- %ResolveConcurrencyConflict()
- %RollBack()
- %Save()
- %SaveData()
- %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.utils.LDA)
^IRIS.Temp.DSII.Ext.LDA.D(ID) |
= | %%CLASSNAME
Name
NGroups
Dim
UseMahalanobisDistance
|