GoogleCloudDatalabelingV1beta1Evaluation

import type { GoogleCloudDatalabelingV1beta1Evaluation } from "https://googleapis.deno.dev/v1/datalabeling:v1beta1.ts";

Describes an evaluation between a machine learning model's predictions and ground truth labels. Created when an EvaluationJob runs successfully.

interface GoogleCloudDatalabelingV1beta1Evaluation {

annotationType?:

| "ANNOTATION_TYPE_UNSPECIFIED"

| "IMAGE_CLASSIFICATION_ANNOTATION"

| "IMAGE_BOUNDING_BOX_ANNOTATION"

| "IMAGE_ORIENTED_BOUNDING_BOX_ANNOTATION"

| "IMAGE_BOUNDING_POLY_ANNOTATION"

| "IMAGE_POLYLINE_ANNOTATION"

| "IMAGE_SEGMENTATION_ANNOTATION"

| "VIDEO_SHOTS_CLASSIFICATION_ANNOTATION"

| "VIDEO_OBJECT_TRACKING_ANNOTATION"

| "VIDEO_OBJECT_DETECTION_ANNOTATION"

| "VIDEO_EVENT_ANNOTATION"

| "TEXT_CLASSIFICATION_ANNOTATION"

| "TEXT_ENTITY_EXTRACTION_ANNOTATION"

| "GENERAL_CLASSIFICATION_ANNOTATION";

config?: GoogleCloudDatalabelingV1beta1EvaluationConfig;

createTime?: Date;

evaluatedItemCount?: bigint;

evaluationJobRunTime?: Date;

evaluationMetrics?: GoogleCloudDatalabelingV1beta1EvaluationMetrics;

name?: string;

}

§Properties

[src]

Output only. Type of task that the model version being evaluated performs, as defined in the evaluationJobConfig.inputConfig.annotationType field of the evaluation job that created this evaluation.

config?: GoogleCloudDatalabelingV1beta1EvaluationConfig

[src]

Output only. Options used in the evaluation job that created this evaluation.

createTime?: Date

[src]

Output only. Timestamp for when this evaluation was created.

evaluatedItemCount?: bigint

[src]

Output only. The number of items in the ground truth dataset that were used for this evaluation. Only populated when the evaulation is for certain AnnotationTypes.

evaluationJobRunTime?: Date

[src]

Output only. Timestamp for when the evaluation job that created this evaluation ran.

evaluationMetrics?: GoogleCloudDatalabelingV1beta1EvaluationMetrics

[src]

Output only. Metrics comparing predictions to ground truth labels.

name?: string

[src]

Output only. Resource name of an evaluation. The name has the following format: "projects/{project_id}/datasets/{dataset_id}/evaluations/ {evaluation_id}'