Class GoogleCloudMlV1ParameterSpec

Represents a single hyperparameter to optimize.

Inheritance

object

GoogleCloudMlV1ParameterSpec

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.CloudMachineLearningEngine.v1.Data

Assembly: Google.Apis.CloudMachineLearningEngine.v1.dll

Syntax

public class GoogleCloudMlV1ParameterSpec : IDirectResponseSchema

Properties

CategoricalValues

Required if type is CATEGORICAL. The list of possible categories.

Declaration

[JsonProperty("categoricalValues")]
public virtual IList<string> CategoricalValues { get; set; }

Property Value

Type	Description
IList<string>

DiscreteValues

Required if type is DISCRETE. A list of feasible points. The list should be in strictly increasing order. For instance, this parameter might have possible settings of 1.5, 2.5, and 4.0. This list should not contain more than 1,000 values.

Declaration

[JsonProperty("discreteValues")]
public virtual IList<double?> DiscreteValues { get; set; }

Property Value

Type	Description
IList<double?>

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

MaxValue

Required if type is DOUBLE or INTEGER. This field should be unset if type is CATEGORICAL. This value should be integers if type is INTEGER.

Declaration

[JsonProperty("maxValue")]
public virtual double? MaxValue { get; set; }

Property Value

Type	Description
double?

MinValue

Required if type is DOUBLE or INTEGER. This field should be unset if type is CATEGORICAL. This value should be integers if type is INTEGER.

Declaration

[JsonProperty("minValue")]
public virtual double? MinValue { get; set; }

Property Value

Type	Description
double?

ParameterName

Required. The parameter name must be unique amongst all ParameterConfigs in a HyperparameterSpec message. E.g., "learning_rate".

Declaration

[JsonProperty("parameterName")]
public virtual string ParameterName { get; set; }

Property Value

Type	Description
string

ScaleType

Optional. How the parameter should be scaled to the hypercube. Leave unset for categorical parameters. Some kind of scaling is strongly recommended for real or integral parameters (e.g., UNIT_LINEAR_SCALE).

Declaration

[JsonProperty("scaleType")]
public virtual string ScaleType { get; set; }

Property Value

Type	Description
string

Type

Required. The type of the parameter.

Declaration

[JsonProperty("type")]
public virtual string Type { get; set; }

Property Value

Type	Description
string

Implements

IDirectResponseSchema