Class protos.google.cloud.automl.v1.ClassificationEvaluationMetrics (2.4.5)

Represents a ClassificationEvaluationMetrics.

Package

@google-cloud/automl!

Constructors

(constructor)(properties)

constructor(properties?: google.cloud.automl.v1.IClassificationEvaluationMetrics);

Constructs a new ClassificationEvaluationMetrics.

Parameter

Name	Description
properties	`IClassificationEvaluationMetrics` Properties to set

Properties

annotationSpecId

public annotationSpecId: string[];

ClassificationEvaluationMetrics annotationSpecId.

Property Value

Type	Description
string[]

auPrc

public auPrc: number;

ClassificationEvaluationMetrics auPrc.

Property Value

Type	Description
number

auRoc

public auRoc: number;

ClassificationEvaluationMetrics auRoc.

Property Value

Type	Description
number

confidenceMetricsEntry

public confidenceMetricsEntry: google.cloud.automl.v1.ClassificationEvaluationMetrics.IConfidenceMetricsEntry[];

ClassificationEvaluationMetrics confidenceMetricsEntry.

Property Value

Type	Description
google.cloud.automl.v1.ClassificationEvaluationMetrics.IConfidenceMetricsEntry[]

confusionMatrix

public confusionMatrix?: (google.cloud.automl.v1.ClassificationEvaluationMetrics.IConfusionMatrix|null);

ClassificationEvaluationMetrics confusionMatrix.

Property Value

Type	Description
(google.cloud.automl.v1.ClassificationEvaluationMetrics.IConfusionMatrix\|null)

logLoss

public logLoss: number;

ClassificationEvaluationMetrics logLoss.

Property Value

Type	Description
number

Methods

create(properties)

public static create(properties?: google.cloud.automl.v1.IClassificationEvaluationMetrics): google.cloud.automl.v1.ClassificationEvaluationMetrics;

Creates a new ClassificationEvaluationMetrics instance using the specified properties.

Parameter

Name	Description
properties	`IClassificationEvaluationMetrics` Properties to set

Returns

Type	Description
google.cloud.automl.v1.ClassificationEvaluationMetrics	ClassificationEvaluationMetrics instance

decode(reader, length)

public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.automl.v1.ClassificationEvaluationMetrics;

Decodes a ClassificationEvaluationMetrics message from the specified reader or buffer.

Parameters

Name	Description
reader	`($protobuf.Reader\|Uint8Array)` Reader or buffer to decode from
length	`number` Message length if known beforehand

Returns

Type	Description
google.cloud.automl.v1.ClassificationEvaluationMetrics	ClassificationEvaluationMetrics

decodeDelimited(reader)

public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.automl.v1.ClassificationEvaluationMetrics;

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

Parameter

Name	Description
reader	`($protobuf.Reader\|Uint8Array)` Reader or buffer to decode from

Returns

Type	Description
google.cloud.automl.v1.ClassificationEvaluationMetrics	ClassificationEvaluationMetrics

encode(message, writer)

public static encode(message: google.cloud.automl.v1.IClassificationEvaluationMetrics, writer?: $protobuf.Writer): $protobuf.Writer;

Encodes the specified ClassificationEvaluationMetrics message. Does not implicitly messages.

Parameters

Name	Description
message	`IClassificationEvaluationMetrics` ClassificationEvaluationMetrics message or plain object to encode
writer	`$protobuf.Writer` Writer to encode to

Returns

Type	Description
$protobuf.Writer	Writer

encodeDelimited(message, writer)

public static encodeDelimited(message: google.cloud.automl.v1.IClassificationEvaluationMetrics, writer?: $protobuf.Writer): $protobuf.Writer;

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

Parameters

Name	Description
message	`IClassificationEvaluationMetrics` ClassificationEvaluationMetrics message or plain object to encode
writer	`$protobuf.Writer` Writer to encode to

Returns

Type	Description
$protobuf.Writer	Writer

fromObject(object)

public static fromObject(object: { [k: string]: any }): google.cloud.automl.v1.ClassificationEvaluationMetrics;

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

Parameter

Name	Description
object	`{ [k: string]: any }` Plain object

Returns

Type	Description
google.cloud.automl.v1.ClassificationEvaluationMetrics	ClassificationEvaluationMetrics

toJSON()

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

Converts this ClassificationEvaluationMetrics to JSON.

Returns

Type	Description
{ [k: string]: any }	JSON object

toObject(message, options)

public static toObject(message: google.cloud.automl.v1.ClassificationEvaluationMetrics, options?: $protobuf.IConversionOptions): { [k: string]: any };

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

Parameters

Name	Description
message	`google.cloud.automl.v1.ClassificationEvaluationMetrics` ClassificationEvaluationMetrics
options	`$protobuf.IConversionOptions` Conversion options

Returns

Type	Description
{ [k: string]: any }	Plain object

verify(message)

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

Verifies a ClassificationEvaluationMetrics message.

Parameter

Name	Description
message	`{ [k: string]: any }` Plain object to verify

Returns

Type	Description
(string\|null)	`null` if valid, otherwise the reason why it is not