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GoogleCloudMlV1_StudyConfig_ParameterSpec

import type { GoogleCloudMlV1_StudyConfig_ParameterSpec } from "https://googleapis.deno.dev/v1/ml:v1.ts";

Represents a single parameter to optimize.

interface GoogleCloudMlV1_StudyConfig_ParameterSpec {
categoricalValueSpec?: GoogleCloudMlV1_StudyConfigParameterSpec_CategoricalValueSpec;
childParameterSpecs?: GoogleCloudMlV1_StudyConfig_ParameterSpec[];
discreteValueSpec?: GoogleCloudMlV1_StudyConfigParameterSpec_DiscreteValueSpec;
doubleValueSpec?: GoogleCloudMlV1_StudyConfigParameterSpec_DoubleValueSpec;
integerValueSpec?: GoogleCloudMlV1_StudyConfigParameterSpec_IntegerValueSpec;
parameter?: string;
parentCategoricalValues?: GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentCategoricalValueSpec;
parentDiscreteValues?: GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentDiscreteValueSpec;
parentIntValues?: GoogleCloudMlV1_StudyConfigParameterSpec_MatchingParentIntValueSpec;
scaleType?:
| "SCALE_TYPE_UNSPECIFIED"
| "UNIT_LINEAR_SCALE"
| "UNIT_LOG_SCALE"
| "UNIT_REVERSE_LOG_SCALE";
type?:
| "PARAMETER_TYPE_UNSPECIFIED"
| "DOUBLE"
| "INTEGER"
| "CATEGORICAL"
| "DISCRETE";
}

§Properties

§
categoricalValueSpec?: GoogleCloudMlV1_StudyConfigParameterSpec_CategoricalValueSpec
[src]

The value spec for a 'CATEGORICAL' parameter.

§
childParameterSpecs?: GoogleCloudMlV1_StudyConfig_ParameterSpec[]
[src]

A child node is active if the parameter's value matches the child node's matching_parent_values. If two items in child_parameter_specs have the same name, they must have disjoint matching_parent_values.

§
discreteValueSpec?: GoogleCloudMlV1_StudyConfigParameterSpec_DiscreteValueSpec
[src]

The value spec for a 'DISCRETE' parameter.

§
doubleValueSpec?: GoogleCloudMlV1_StudyConfigParameterSpec_DoubleValueSpec
[src]

The value spec for a 'DOUBLE' parameter.

§
integerValueSpec?: GoogleCloudMlV1_StudyConfigParameterSpec_IntegerValueSpec
[src]

The value spec for an 'INTEGER' parameter.

§
parameter?: string
[src]

Required. The parameter name must be unique amongst all ParameterSpecs.

§
scaleType?: "SCALE_TYPE_UNSPECIFIED" | "UNIT_LINEAR_SCALE" | "UNIT_LOG_SCALE" | "UNIT_REVERSE_LOG_SCALE"
[src]

How the parameter should be scaled. Leave unset for categorical parameters.

§
type?: "PARAMETER_TYPE_UNSPECIFIED" | "DOUBLE" | "INTEGER" | "CATEGORICAL" | "DISCRETE"
[src]

Required. The type of the parameter.