outliers.md

@wholebuzz/cluster / Exports / outliers

Module: outliers

Table of contents

Enumerations

• ClusterCentralityMeasure
• FindOutliersMethod

Interfaces

• FindOutliersOptions
• FoundCentrality
• FoundOutliers

Functions

• findCentrality
• findOutliers
• findOutliersFromCentrality

Functions

findCentrality

▸ findCentrality(embedding: number[][] | Record<string, number>[], centralityMeasure?: ClusterCentralityMeasure): FoundCentrality

Parameters

Name	Type
embedding	number[][] | Record<string, number>[]
centralityMeasure	ClusterCentralityMeasure

Returns: FoundCentrality

Defined in: outliers.ts:47

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findOutliers

▸ findOutliers(embedding: number[][] | Record<string, number>[], centralityMeasure?: ClusterCentralityMeasure, removal?: FindOutliersMethod): FoundOutliers

Finds outliers by cosine similarity with embedding vector mean or OutRank.

Parameters

Name	Type
embedding	number[][] | Record<string, number>[]
centralityMeasure	ClusterCentralityMeasure
removal	FindOutliersMethod

Returns: FoundOutliers

Defined in: outliers.ts:37

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findOutliersFromCentrality

▸ findOutliersFromCentrality(centrality: number[], removal?: FindOutliersMethod, options?: FindOutliersOptions): boolean[]

Parameters

Name	Type
centrality	number[]
removal	FindOutliersMethod
options?	FindOutliersOptions

Returns: boolean[]

Defined in: outliers.ts:71