Google Cloud Datalabeling V1beta1 Client - Class PrCurve (0.6.3)

Reference documentation and code samples for the Google Cloud Datalabeling V1beta1 Client class PrCurve.

Generated from protobuf message google.cloud.datalabeling.v1beta1.PrCurve

Namespace

Google \ Cloud \ DataLabeling \ V1beta1

Methods

__construct

Constructor.

Parameters
Name
Description
data
array

Optional. Data for populating the Message object.

↳ annotation_spec
AnnotationSpec

The annotation spec of the label for which the precision-recall curve calculated. If this field is empty, that means the precision-recall curve is an aggregate curve for all labels.

↳ area_under_curve
float

Area under the precision-recall curve. Not to be confused with area under a receiver operating characteristic (ROC) curve.

↳ confidence_metrics_entries
array< PrCurve\ConfidenceMetricsEntry >

Entries that make up the precision-recall graph. Each entry is a "point" on the graph drawn for a different confidence_threshold .

↳ mean_average_precision
float

Mean average prcision of this curve.

getAnnotationSpec

The annotation spec of the label for which the precision-recall curve calculated. If this field is empty, that means the precision-recall curve is an aggregate curve for all labels.

Returns
Type
Description

hasAnnotationSpec

clearAnnotationSpec

setAnnotationSpec

The annotation spec of the label for which the precision-recall curve calculated. If this field is empty, that means the precision-recall curve is an aggregate curve for all labels.

Parameter
Name
Description
Returns
Type
Description
$this

getAreaUnderCurve

Area under the precision-recall curve. Not to be confused with area under a receiver operating characteristic (ROC) curve.

Returns
Type
Description
float

setAreaUnderCurve

Area under the precision-recall curve. Not to be confused with area under a receiver operating characteristic (ROC) curve.

Parameter
Name
Description
var
float
Returns
Type
Description
$this

getConfidenceMetricsEntries

Entries that make up the precision-recall graph. Each entry is a "point" on the graph drawn for a different confidence_threshold .

Returns
Type
Description

setConfidenceMetricsEntries

Entries that make up the precision-recall graph. Each entry is a "point" on the graph drawn for a different confidence_threshold .

Parameter
Name
Description
Returns
Type
Description
$this

getMeanAveragePrecision

Mean average prcision of this curve.

Returns
Type
Description
float

setMeanAveragePrecision

Mean average prcision of this curve.

Parameter
Name
Description
var
float
Returns
Type
Description
$this
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