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Cloud AI Platform v1 API - Enum FeatureView.Types.IndexConfig.Types.DistanceMeasureType (2.28.0)
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Version 2.28.0 keyboard_arrow_down
public enum FeatureView . Types . IndexConfig . Types . DistanceMeasureType
Reference documentation and code samples for the Cloud AI Platform v1 API enum FeatureView.Types.IndexConfig.Types.DistanceMeasureType.
The distance measure used in nearest neighbor search.
Namespace
Google.Cloud.AIPlatform.V1
Assembly
Google.Cloud.AIPlatform.V1.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.
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Last updated 2024-09-26 UTC.
[{
"type": "thumb-down",
"id": "hardToUnderstand",
"label":"Hard to understand"
},{
"type": "thumb-down",
"id": "incorrectInformationOrSampleCode",
"label":"Incorrect information or sample code"
},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
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{"lastModified": "Last updated 2024-09-26 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-09-26 UTC."]]