Recommendations AI v1beta1 API - Class FeatureMap (2.0.0-beta06)

Version latest

• 2.0.0-beta06 (latest)
• 2.0.0-beta05
• 1.0.0-beta03

public sealed class FeatureMap : IMessage<FeatureMap>, IEquatable<FeatureMap>, IDeepCloneable<FeatureMap>, IBufferMessage, IMessage

Reference documentation and code samples for the Recommendations AI v1beta1 API class FeatureMap.

FeatureMap represents extra features that customers want to include in the recommendation model for catalogs/user events as categorical/numerical features.

Inheritance

object > FeatureMap

Implements

IMessageFeatureMap, IEquatableFeatureMap, IDeepCloneableFeatureMap, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.RecommendationEngine.V1Beta1

Assembly

Google.Cloud.RecommendationEngine.V1Beta1.dll

Constructors

FeatureMap()

public FeatureMap()

FeatureMap(FeatureMap)

public FeatureMap(FeatureMap other)

Parameter
Name	Description
other	FeatureMap

Properties

CategoricalFeatures

public MapField<string, FeatureMap.Types.StringList> CategoricalFeatures { get; }

Categorical features that can take on one of a limited number of possible values. Some examples would be the brand/maker of a product, or country of a customer.

Feature names and values must be UTF-8 encoded strings.

For example: { "colors": {"value": ["yellow", "green"]}, "sizes": {"value":["S", "M"]}

Property Value
Type	Description
MapFieldstringFeatureMapTypesStringList

NumericalFeatures

public MapField<string, FeatureMap.Types.FloatList> NumericalFeatures { get; }

Numerical features. Some examples would be the height/weight of a product, or age of a customer.

Feature names must be UTF-8 encoded strings.

For example: { "lengths_cm": {"value":[2.3, 15.4]}, "heights_cm": {"value":[8.1, 6.4]} }

Property Value
Type	Description
MapFieldstringFeatureMapTypesFloatList