Cloud AI Platform v1beta1 API - Enum FeatureView.Types.IndexConfig.Types.DistanceMeasureType (1.0.0-beta03) 

public enum FeatureView.Types.IndexConfig.Types.DistanceMeasureType

Reference documentation and code samples for the Cloud AI Platform v1beta1 API enum FeatureView.Types.IndexConfig.Types.DistanceMeasureType.

The distance measure used in nearest neighbor search.

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Fields

Name Description
CosineDistance

Cosine Distance. Defined as 1 - cosine similarity.

We strongly suggest using DOT_PRODUCT_DISTANCE + UNIT_L2_NORM instead of COSINE distance. Our algorithms have been more optimized for DOT_PRODUCT distance which, when combined with UNIT_L2_NORM, is mathematically equivalent to COSINE distance and results in the same ranking.
DotProductDistance

Dot Product Distance. Defined as a negative of the dot product.
SquaredL2Distance

Euclidean (L_2) Distance.
Unspecified

Should not be set.