GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset

import type { GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

Training Dataset information.

interface GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset {

bigquerySource?: GoogleCloudAiplatformV1BigQuerySource;

dataFormat?: string;

dataset?: string;

gcsSource?: GoogleCloudAiplatformV1GcsSource;

loggingSamplingStrategy?: GoogleCloudAiplatformV1SamplingStrategy;

targetField?: string;

}

§Properties

bigquerySource?: GoogleCloudAiplatformV1BigQuerySource

[src]

The BigQuery table of the unmanaged Dataset used to train this Model.

dataFormat?: string

[src]

Data format of the dataset, only applicable if the input is from Google Cloud Storage. The possible formats are: "tf-record" The source file is a TFRecord file. "csv" The source file is a CSV file. "jsonl" The source file is a JSONL file.

dataset?: string

[src]

The resource name of the Dataset used to train this Model.

gcsSource?: GoogleCloudAiplatformV1GcsSource

[src]

The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.

loggingSamplingStrategy?: GoogleCloudAiplatformV1SamplingStrategy

[src]

Strategy to sample data from Training Dataset. If not set, we process the whole dataset.

targetField?: string

[src]

The target field name the model is to predict. This field will be excluded when doing Predict and (or) Explain for the training data.