Google Cloud Recommendation Engine V1beta1 Client - Class FeatureMap (0.7.5)

Version 0.7.5

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Beta

This library is covered by the Pre-GA Offerings Terms of the Terms of Service. Pre-GA libraries might have limited support, and changes to pre-GA libraries might not be compatible with other pre-GA versions. For more information, see the launch stage descriptions.

Reference documentation and code samples for the Google Cloud Recommendation Engine V1beta1 Client class FeatureMap.

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

Generated from protobuf message google.cloud.recommendationengine.v1beta1.FeatureMap

Namespace

Google \ Cloud \ RecommendationEngine \ V1beta1

Methods

__construct

Constructor.

Parameters
Name	Description
data	array Optional. Data for populating the Message object.
↳ categorical_features	array|Google\Protobuf\Internal\MapField 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"]}
↳ numerical_features	array|Google\Protobuf\Internal\MapField 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]} }

getCategoricalFeatures

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"]}

Returns
Type	Description
Google\Protobuf\Internal\MapField

setCategoricalFeatures

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"]}

Parameter
Name	Description
var	array|Google\Protobuf\Internal\MapField

Returns
Type	Description
$this

getNumericalFeatures

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]} }

Returns
Type	Description
Google\Protobuf\Internal\MapField

setNumericalFeatures

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]} }

Parameter
Name	Description
var	array|Google\Protobuf\Internal\MapField

Returns
Type	Description
$this