Class XPSClassificationEvaluationMetrics
Model evaluation metrics for classification problems. It can be used for image and video classification. Next tag: 9.
Implements
Inherited Members
Namespace: Google.Apis.CloudNaturalLanguage.v2.Data
Assembly: Google.Apis.CloudNaturalLanguage.v2.dll
Syntax
public class XPSClassificationEvaluationMetrics : IDirectResponseSchema
Properties
AuPrc
The Area under precision recall curve metric.
Declaration
[JsonProperty("auPrc")]
public virtual float? AuPrc { get; set; }
Property Value
Type | Description |
---|---|
float? |
AuRoc
The Area Under Receiver Operating Characteristic curve metric. Micro-averaged for the overall evaluation.
Declaration
[JsonProperty("auRoc")]
public virtual float? AuRoc { get; set; }
Property Value
Type | Description |
---|---|
float? |
BaseAuPrc
The Area under precision recall curve metric based on priors.
Declaration
[JsonProperty("baseAuPrc")]
public virtual float? BaseAuPrc { get; set; }
Property Value
Type | Description |
---|---|
float? |
ConfidenceMetricsEntries
Metrics that have confidence thresholds. Precision-recall curve can be derived from it.
Declaration
[JsonProperty("confidenceMetricsEntries")]
public virtual IList<XPSConfidenceMetricsEntry> ConfidenceMetricsEntries { get; set; }
Property Value
Type | Description |
---|---|
IList<XPSConfidenceMetricsEntry> |
ConfusionMatrix
Confusion matrix of the evaluation. Only set for MULTICLASS classification problems where number of annotation specs is no more than 10. Only set for model level evaluation, not for evaluation per label.
Declaration
[JsonProperty("confusionMatrix")]
public virtual XPSConfusionMatrix ConfusionMatrix { get; set; }
Property Value
Type | Description |
---|---|
XPSConfusionMatrix |
ETag
The ETag of the item.
Declaration
public virtual string ETag { get; set; }
Property Value
Type | Description |
---|---|
string |
EvaluatedExamplesCount
The number of examples used for model evaluation.
Declaration
[JsonProperty("evaluatedExamplesCount")]
public virtual int? EvaluatedExamplesCount { get; set; }
Property Value
Type | Description |
---|---|
int? |
LogLoss
The Log Loss metric.
Declaration
[JsonProperty("logLoss")]
public virtual float? LogLoss { get; set; }
Property Value
Type | Description |
---|---|
float? |