Table 15 The best weight combination for the Eros distance obtained by applying our heuristics on testing data
From: Defining user spectra to classify Ethereum users based on their behavior
Class | Weights |
|---|---|
Token Contract | In-degree: 0.17 |
Out-degree: 0 | |
In-transactions: 0.28 | |
Out-transactions: 0 | |
In-value: 0.28 | |
Out-value: 0 | |
PageRank: 0.14 | |
Clustering-coefficient: 0.13 | |
Exchange | In-degree: 0.13 |
Out-degree: 0.13 | |
In-transactions: 0.13 | |
Out-transactions: 0.13 | |
In-value: 0.13 | |
Out-value: 0.13 | |
PageRank: 0.12 | |
Clustering-coefficient: 0.10 | |
Bancor | In-degree: 0.29 |
Out-degree: 0 | |
In-transactions: 0.29 | |
Out-transactions: 0 | |
In-value: 0.20 | |
Out-value: 0 | |
PageRank: 0.08 | |
Clustering-coefficient: 0.05 | |
Uniswap | In-degree: 0.12 |
Out-degree: 0 | |
In-transactions: 0.12 | |
Out-transactions: 0 | |
In-value: 0.12 | |
Out-value: 0 | |
PageRank: 0.31 | |
Clustering-coefficient: 0.33 |