Class: Google::Cloud::AIPlatform::V1::NearestNeighborQuery::Parameters

Inherits:

Object

• Object
• Google::Cloud::AIPlatform::V1::NearestNeighborQuery::Parameters

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/aiplatform/v1/feature_online_store_service.rb

Overview

Parameters that can be overrided in each query to tune query latency and recall.

Instance Attribute Summary

• #approximate_neighbor_candidates ⇒ ::Integer

  Optional.

• #leaf_nodes_search_fraction ⇒ ::Float

  Optional.

Instance Attribute Details

#approximate_neighbor_candidates ⇒ ::Integer

Returns Optional. The number of neighbors to find via approximate search before exact reordering is performed; if set, this value must be > neighbor_count.

Returns:

• (::Integer) —

  Optional. The number of neighbors to find via approximate search before exact reordering is performed; if set, this value must be > neighbor_count.

# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store_service.rb', line 237

class Parameters
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#leaf_nodes_search_fraction ⇒ ::Float

Returns Optional. The fraction of the number of leaves to search, set at query time allows user to tune search performance. This value increase result in both search accuracy and latency increase. The value should be between 0.0 and 1.0.

Returns:

• (::Float) —

  Optional. The fraction of the number of leaves to search, set at query time allows user to tune search performance. This value increase result in both search accuracy and latency increase. The value should be between 0.0 and 1.0.

# File 'proto_docs/google/cloud/aiplatform/v1/feature_online_store_service.rb', line 237

class Parameters
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end