Class BinaryConfusionMatrix

Confusion matrix for binary classification models.

Inheritance

System.Object

BinaryConfusionMatrix

Implements

IDirectResponseSchema

Inherited Members

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: Google.Apis.Bigquery.v2.Data

Assembly: Google.Apis.Bigquery.v2.dll

Syntax

public class BinaryConfusionMatrix : IDirectResponseSchema

Properties

Accuracy

The fraction of predictions given the correct label.

Declaration

[JsonProperty("accuracy")]
public virtual double? Accuracy { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
System.String

F1Score

The equally weighted average of recall and precision.

Declaration

[JsonProperty("f1Score")]
public virtual double? F1Score { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

FalseNegatives

Number of false samples predicted as false.

Declaration

[JsonProperty("falseNegatives")]
public virtual long? FalseNegatives { get; set; }

Property Value

Type	Description
System.Nullable<System.Int64>

FalsePositives

Number of false samples predicted as true.

Declaration

[JsonProperty("falsePositives")]
public virtual long? FalsePositives { get; set; }

Property Value

Type	Description
System.Nullable<System.Int64>

PositiveClassThreshold

Threshold value used when computing each of the following metric.

Declaration

[JsonProperty("positiveClassThreshold")]
public virtual double? PositiveClassThreshold { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

Precision

The fraction of actual positive predictions that had positive actual labels.

Declaration

[JsonProperty("precision")]
public virtual double? Precision { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

Recall

The fraction of actual positive labels that were given a positive prediction.

Declaration

[JsonProperty("recall")]
public virtual double? Recall { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

TrueNegatives

Number of true samples predicted as false.

Declaration

[JsonProperty("trueNegatives")]
public virtual long? TrueNegatives { get; set; }

Property Value

Type	Description
System.Nullable<System.Int64>

TruePositives

Number of true samples predicted as true.

Declaration

[JsonProperty("truePositives")]
public virtual long? TruePositives { get; set; }

Property Value

Type	Description
System.Nullable<System.Int64>

Implements

IDirectResponseSchema