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sqx

ConfusionMatrix Class

Confusion Matrix functions
Inheritance Hierarchy
SystemObject
  sqxConfusionMatrix

Namespace:  sqx
Assembly:  SQX (in SQX.dll) Version: 1.0.2.6 (1.0.2.6)
Syntax
C#
public class ConfusionMatrix

The ConfusionMatrix type exposes the following members.

Methods
  NameDescription
Public methodStatic memberACC
Function [float] ACC([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberAUC
Function [float] AUC([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberCode exampleAUCLogistic
Function [float] AUCLogistic([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberBA
Function [float] BA([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberBIAS
Function [float] BIAS([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberCohenK
Function [float] CohenK([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberCode exampleConfusionMatrixTable
Function [table] ConfusionMatrixTable([ContingencyData] Summary)
(Confusion Matrix)
Public methodStatic memberConfusionMatrixValuesTable
Function [table] ConfusionMatrixValuesTable([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN, [bigint] NL)
(Confusion Matrix)
Public methodStatic memberContingencyTable
Function [table] ContingencyTable([ContingencyData] Summary)
Public methodStatic memberCSI
Function [float] CSI([bigint] TP, [bigint] FP, [bigint] FN)
(Confusion Matrix)
Public methodStatic memberDOR
Function [float] DOR([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberDOR_SE
Function [float] DOR_SE([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberERRR
Function [float] ERRR([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberFDR
Function [float] FDR([bigint] TP, [bigint] FP)
(Confusion Matrix)
Public methodStatic memberFNR
Function [float] FNR([bigint] TP, [bigint] FN)
(Confusion Matrix)
Public methodStatic memberFOR
Function [float] FOR([bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberFPR
Function [float] FPR([bigint] FP, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberFScore
Function [float] FScore([float] B, [bigint] TP, [bigint] FP, [bigint] FN)
(Confusion Matrix)
Public methodStatic memberInformedness
Function [float] Informedness([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberMarkedness
Function [float] Markedness([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberMCC
Function [float] MCC([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberNLR
Function [float] NLR([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberNPV
Function [float] NPV([bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberPLR
Function [float] PLR([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberPPV
Function [float] PPV([bigint] TP, [bigint] FP)
(Confusion Matrix)
Public methodStatic memberPrevalence
Function [float] Prevalence([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberTNR
Function [float] TNR([bigint] FP, [bigint] TN)
(Confusion Matrix)
Public methodStatic memberTPR
Function [float] TPR([bigint] TP, [bigint] FN)
(Confusion Matrix)
Public methodStatic memberYoudensJ
Function [float] YoudensJ([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN)
(Confusion Matrix)
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See Also