ConfusionMatrixConfusionMatrixValuesTable Method

Function [table] ConfusionMatrixValuesTable([bigint] TP, [bigint] FP, [bigint] FN, [bigint] TN, [bigint] NL)
(Confusion Matrix)

Namespace: sqx
Assembly: SQX (in SQX.dll) Version: 1.0.2.6 (1.0.2.6)

Syntax

Copy

public static IEnumerator ConfusionMatrixValuesTable(
	SqlInt64 TP,
	SqlInt64 FP,
	SqlInt64 FN,
	SqlInt64 TN,
	SqlInt64 NL
)

Parameters

TP: Type: System.Data.SqlTypesSqlInt64
[bigint]
FP: Type: System.Data.SqlTypesSqlInt64
[bigint]
FN: Type: System.Data.SqlTypesSqlInt64
[bigint]
TN: Type: System.Data.SqlTypesSqlInt64
[bigint]
NL: Type: System.Data.SqlTypesSqlInt64
[bigint]

Return Value

Type: IEnumerator
[table]

Remarks

Confusion matrix values table.

TP - True Positive
FP - False Positive, Type I error
FN - False Negative, Type II error
TN - True Negative
NL - Predicted Nulls when Observed is not NULL

Attributes

IsDeterministic = true, IsPrecise = true, DataAccess = DataAccessKind.None, SystemDataAccess = SystemDataAccessKind.None, TableDefinition = "TP bigint,FP bigint,FN bigint,TN bigint,N bigint,POS bigint,NEG bigint,AUC float,CSI float,PPV float,TPR float,FPR float,MCC float,ACC float,BA float,ERRR float,YoudensJ float,F1Score float,Markedness float,Informedness float,BIAS float,Prevalence float,NPV float,TNR float,FNR float,FDR float,[FOR] float,PLR float,NLR float,DOR float,[DOR_SE] float"