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@graphty/algorithms / index / compareAdamicAdarWithCommonNeighbors

Function: compareAdamicAdarWithCommonNeighbors() ​

compareAdamicAdarWithCommonNeighbors(graph, testEdges, nonEdges, options): object

Defined in: link-prediction/adamic-adar.ts:269

Compare Adamic-Adar with Common Neighbors for the same dataset

Parameters ​

graph ​

Graph

The input graph

testEdges ​

[NodeId, NodeId][]

Array of node pairs that are actual edges

nonEdges ​

[NodeId, NodeId][]

Array of node pairs that are not edges

options ​

LinkPredictionOptions = {}

Link prediction options

Returns ​

object

Comparison of evaluation metrics for both algorithms

adamicAdar ​

adamicAdar: object

adamicAdar.auc ​

auc: number

adamicAdar.f1Score ​

f1Score: number

adamicAdar.precision ​

precision: number

adamicAdar.recall ​

recall: number

commonNeighbors ​

commonNeighbors: object

commonNeighbors.auc ​

auc: number

commonNeighbors.f1Score ​

f1Score: number

commonNeighbors.precision ​

precision: number

commonNeighbors.recall ​

recall: number