HyperParameterSpecification

import type { HyperParameterSpecification } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";

Defines a hyperparameter to be used by an algorithm.

interface HyperParameterSpecification {

DefaultValue?: string | null;

Description?: string | null;

IsRequired?: boolean | null;

IsTunable?: boolean | null;

Name: string;

Range?: ParameterRange | null;

}

§Properties

DefaultValue?: string | null

The default value for this hyperparameter. If a default value is specified, a hyperparameter cannot be required.

Description?: string | null

A brief description of the hyperparameter.

IsRequired?: boolean | null

Indicates whether this hyperparameter is required.

IsTunable?: boolean | null

Indicates whether this hyperparameter is tunable in a hyperparameter tuning job.

Name: string

The name of this hyperparameter. The name must be unique.

Range?: ParameterRange | null

The allowed range for this hyperparameter.

The type of this hyperparameter. The valid types are Integer, Continuous, Categorical, and FreeText.