Class protos.google.cloud.automl.v1beta1.ClassificationEvaluationMetrics

Represents a ClassificationEvaluationMetrics.

Package

@google-cloud/automl

Constructors

(constructor)(properties)

constructor(properties?: google.cloud.automl.v1beta1.IClassificationEvaluationMetrics);

Constructs a new ClassificationEvaluationMetrics.

Parameter
NameDescription
properties IClassificationEvaluationMetrics

Properties to set

Properties

annotationSpecId

public annotationSpecId: string[];

ClassificationEvaluationMetrics annotationSpecId.

auPrc

public auPrc: number;

ClassificationEvaluationMetrics auPrc.

auRoc

public auRoc: number;

ClassificationEvaluationMetrics auRoc.

baseAuPrc

public baseAuPrc: number;

ClassificationEvaluationMetrics baseAuPrc.

confidenceMetricsEntry

public confidenceMetricsEntry: google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.IConfidenceMetricsEntry[];

ClassificationEvaluationMetrics confidenceMetricsEntry.

confusionMatrix

public confusionMatrix?: (google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.IConfusionMatrix|null);

ClassificationEvaluationMetrics confusionMatrix.

logLoss

public logLoss: number;

ClassificationEvaluationMetrics logLoss.

Methods

create(properties)

public static create(properties?: google.cloud.automl.v1beta1.IClassificationEvaluationMetrics): google.cloud.automl.v1beta1.ClassificationEvaluationMetrics;

Creates a new ClassificationEvaluationMetrics instance using the specified properties.

Parameter
NameDescription
properties IClassificationEvaluationMetrics

Properties to set

Returns
TypeDescription
google.cloud.automl.v1beta1.ClassificationEvaluationMetrics

ClassificationEvaluationMetrics instance

decode(reader, length)

public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.automl.v1beta1.ClassificationEvaluationMetrics;

Decodes a ClassificationEvaluationMetrics message from the specified reader or buffer.

Parameters
NameDescription
reader ($protobuf.Reader|Uint8Array)

Reader or buffer to decode from

length number

Message length if known beforehand

Returns
TypeDescription
google.cloud.automl.v1beta1.ClassificationEvaluationMetrics

ClassificationEvaluationMetrics

decodeDelimited(reader)

public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.automl.v1beta1.ClassificationEvaluationMetrics;

Decodes a ClassificationEvaluationMetrics message from the specified reader or buffer, length delimited.

Parameter
NameDescription
reader ($protobuf.Reader|Uint8Array)

Reader or buffer to decode from

Returns
TypeDescription
google.cloud.automl.v1beta1.ClassificationEvaluationMetrics

ClassificationEvaluationMetrics

encode(message, writer)

public static encode(message: google.cloud.automl.v1beta1.IClassificationEvaluationMetrics, writer?: $protobuf.Writer): $protobuf.Writer;

Encodes the specified ClassificationEvaluationMetrics message. Does not implicitly messages.

Parameters
NameDescription
message IClassificationEvaluationMetrics

ClassificationEvaluationMetrics message or plain object to encode

writer $protobuf.Writer

Writer to encode to

Returns
TypeDescription
$protobuf.Writer

Writer

encodeDelimited(message, writer)

public static encodeDelimited(message: google.cloud.automl.v1beta1.IClassificationEvaluationMetrics, writer?: $protobuf.Writer): $protobuf.Writer;

Encodes the specified ClassificationEvaluationMetrics message, length delimited. Does not implicitly messages.

Parameters
NameDescription
message IClassificationEvaluationMetrics

ClassificationEvaluationMetrics message or plain object to encode

writer $protobuf.Writer

Writer to encode to

Returns
TypeDescription
$protobuf.Writer

Writer

fromObject(object)

public static fromObject(object: { [k: string]: any }): google.cloud.automl.v1beta1.ClassificationEvaluationMetrics;

Creates a ClassificationEvaluationMetrics message from a plain object. Also converts values to their respective internal types.

Parameter
NameDescription
object { [k: string]: any }

Plain object

Returns
TypeDescription
google.cloud.automl.v1beta1.ClassificationEvaluationMetrics

ClassificationEvaluationMetrics

toJSON()

public toJSON(): { [k: string]: any };

Converts this ClassificationEvaluationMetrics to JSON.

Returns
TypeDescription
{ [k: string]: any }

JSON object

toObject(message, options)

public static toObject(message: google.cloud.automl.v1beta1.ClassificationEvaluationMetrics, options?: $protobuf.IConversionOptions): { [k: string]: any };

Creates a plain object from a ClassificationEvaluationMetrics message. Also converts values to other types if specified.

Parameters
NameDescription
message google.cloud.automl.v1beta1.ClassificationEvaluationMetrics

ClassificationEvaluationMetrics

options $protobuf.IConversionOptions

Conversion options

Returns
TypeDescription
{ [k: string]: any }

Plain object

verify(message)

public static verify(message: { [k: string]: any }): (string|null);

Verifies a ClassificationEvaluationMetrics message.

Parameter
NameDescription
message { [k: string]: any }

Plain object to verify

Returns
TypeDescription
(string|null)

null if valid, otherwise the reason why it is not