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Table 2 Base features of nodes

From: CT-GCN+: a high-performance cryptocurrency transaction graph convolutional model for phishing node classification

Feature representation

Feature meaning

degree_in/to/total_sum

Incoming/outgoing/total transaction volume

neighbor_in/to/total

Incoming/outgoing/total neighbors

Inverse_frequency

Ratio of total number of transactions to number of neighbors

Amount_0_percentage

Percentage of neighbors with all 0 transactions

degree_total_max

The maximum value of the total transaction volume