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

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