Cloud AI Platform v1 API - Class ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.SliceConfig (2.11.0)

Version 2.11.0

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public sealed class ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.SliceConfig : IMessage<ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.SliceConfig>, IEquatable<ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.SliceConfig>, IDeepCloneable<ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.SliceConfig>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.SliceConfig.

Specification message containing the config for this SliceSpec. When kind is selected as value and/or range, only a single slice will be computed. When all_values is present, a separate slice will be computed for each possible label/value for the corresponding key in config. Examples, with feature zip_code with values 12345, 23334, 88888 and feature country with values "US", "Canada", "Mexico" in the dataset:

Example 1:

{ "zip_code": { "value": { "float_value": 12345.0 } } }

A single slice for any data with zip_code 12345 in the dataset.

Example 2:

{ "zip_code": { "range": { "low": 12345, "high": 20000 } } }

A single slice containing data where the zip_codes between 12345 and 20000 For this example, data with the zip_code of 12345 will be in this slice.

Example 3:

{ "zip_code": { "range": { "low": 10000, "high": 20000 } }, "country": { "value": { "string_value": "US" } } }

A single slice containing data where the zip_codes between 10000 and 20000 has the country "US". For this example, data with the zip_code of 12345 and country "US" will be in this slice.

Example 4:

{ "country": {"all_values": { "value": true } } }

Three slices are computed, one for each unique country in the dataset.

Example 5:

{ "country": { "all_values": { "value": true } }, "zip_code": { "value": { "float_value": 12345.0 } } }

Three slices are computed, one for each unique country in the dataset where the zip_code is also 12345. For this example, data with zip_code 12345 and country "US" will be in one slice, zip_code 12345 and country "Canada" in another slice, and zip_code 12345 and country "Mexico" in another slice, totaling 3 slices.

Inheritance

object > ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.SliceConfig

Implements

IMessageModelEvaluationSliceTypesSliceTypesSliceSpecTypesSliceConfig, IEquatableModelEvaluationSliceTypesSliceTypesSliceSpecTypesSliceConfig, IDeepCloneableModelEvaluationSliceTypesSliceTypesSliceSpecTypesSliceConfig, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

GoogleCloudGoogle.Cloud.AIPlatformV1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

SliceConfig()

public SliceConfig()

SliceConfig(SliceConfig)

public SliceConfig(ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.SliceConfig other)

Parameter
Name	Description
other	ModelEvaluationSliceTypesSliceTypesSliceSpecTypesSliceConfig

Properties

AllValues

public bool? AllValues { get; set; }

If all_values is set to true, then all possible labels of the keyed feature will have another slice computed. Example: {"all_values":{"value":true}}

Property Value
Type	Description
bool

KindCase

public ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.SliceConfig.KindOneofCase KindCase { get; }

Property Value
Type	Description
ModelEvaluationSliceTypesSliceTypesSliceSpecTypesSliceConfigKindOneofCase

Range

public ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.Range Range { get; set; }

A range of values for a numerical feature. Example: {"range":{"low":10000.0,"high":50000.0}} will capture 12345 and 23334 in the slice.

Property Value
Type	Description
ModelEvaluationSliceTypesSliceTypesSliceSpecTypesRange

Value

public ModelEvaluationSlice.Types.Slice.Types.SliceSpec.Types.Value Value { get; set; }

A unique specific value for a given feature. Example: { "value": { "string_value": "12345" } }

Property Value
Type	Description
ModelEvaluationSliceTypesSliceTypesSliceSpecTypesValue