GoogleCloudAiplatformV1SampleConfig

import type { GoogleCloudAiplatformV1SampleConfig } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

Active learning data sampling config. For every active learning labeling iteration, it will select a batch of data based on the sampling strategy.

interface GoogleCloudAiplatformV1SampleConfig {

followingBatchSamplePercentage?: number;

initialBatchSamplePercentage?: number;

sampleStrategy?: "SAMPLE_STRATEGY_UNSPECIFIED" | "UNCERTAINTY";

}

§Properties

followingBatchSamplePercentage?: number

The percentage of data needed to be labeled in each following batch (except the first batch).

initialBatchSamplePercentage?: number

The percentage of data needed to be labeled in the first batch.

sampleStrategy?: "SAMPLE_STRATEGY_UNSPECIFIED" | "UNCERTAINTY"

Field to choose sampling strategy. Sampling strategy will decide which data should be selected for human labeling in every batch.