Class BinaryConfusionMatrix
Confusion matrix for binary classification models.
Inheritance
System.Object
BinaryConfusionMatrix
Implements
Google.Apis.Requests.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
Google.Apis.Requests.IDirectResponseSchema