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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::Examples.
Example-based explainability that returns the nearest neighbors from the provided dataset.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#example_gcs_source
def example_gcs_source() -> ::Google::Cloud::AIPlatform::V1::Examples::ExampleGcsSource
Returns
- (::Google::Cloud::AIPlatform::V1::Examples::ExampleGcsSource) — The Cloud Storage input instances.
#example_gcs_source=
def example_gcs_source=(value) -> ::Google::Cloud::AIPlatform::V1::Examples::ExampleGcsSource
Parameter
- value (::Google::Cloud::AIPlatform::V1::Examples::ExampleGcsSource) — The Cloud Storage input instances.
Returns
- (::Google::Cloud::AIPlatform::V1::Examples::ExampleGcsSource) — The Cloud Storage input instances.
#nearest_neighbor_search_config
def nearest_neighbor_search_config() -> ::Google::Protobuf::Value
Returns
- (::Google::Protobuf::Value) — The full configuration for the generated index, the semantics are the same as metadata and should match NearestNeighborSearchConfig.
#nearest_neighbor_search_config=
def nearest_neighbor_search_config=(value) -> ::Google::Protobuf::Value
Parameter
- value (::Google::Protobuf::Value) — The full configuration for the generated index, the semantics are the same as metadata and should match NearestNeighborSearchConfig.
Returns
- (::Google::Protobuf::Value) — The full configuration for the generated index, the semantics are the same as metadata and should match NearestNeighborSearchConfig.
#neighbor_count
def neighbor_count() -> ::Integer
Returns
- (::Integer) — The number of neighbors to return when querying for examples.
#neighbor_count=
def neighbor_count=(value) -> ::Integer
Parameter
- value (::Integer) — The number of neighbors to return when querying for examples.
Returns
- (::Integer) — The number of neighbors to return when querying for examples.
#presets
def presets() -> ::Google::Cloud::AIPlatform::V1::Presets
Returns
- (::Google::Cloud::AIPlatform::V1::Presets) — Simplified preset configuration, which automatically sets configuration values based on the desired query speed-precision trade-off and modality.
#presets=
def presets=(value) -> ::Google::Cloud::AIPlatform::V1::Presets
Parameter
- value (::Google::Cloud::AIPlatform::V1::Presets) — Simplified preset configuration, which automatically sets configuration values based on the desired query speed-precision trade-off and modality.
Returns
- (::Google::Cloud::AIPlatform::V1::Presets) — Simplified preset configuration, which automatically sets configuration values based on the desired query speed-precision trade-off and modality.