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数据集介绍
CORA
The Cora dataset consists of 2708 scientific publications classified into one of seven classes. The citation network consists of 5429 links. Each publication in the dataset is described by a 0/1-valued word vector indicating the absence/presence of the corresponding word from the dictionary. The dictionary consists of 1433 unique words.
Reference
数据预览
| 起点 | 终点 | 数值 |
|---|
社团结果
| 社团 | 大小 | 节点 |
|---|
图信息
N and E are the number of nodes and links. 〈k〉 and 〈d〉 are the average degree and the average distance, respectively. C and r are the average clustering coefficient and the assortative coefficient. H is the degree heterogeneity. βc is the epidemic threshold of the SIR model.
| N | 2708 |
|---|---|
| E | 5278 |
| <k> | 3.8981 |
| <d> | 5.3146 |
| <C> | 0.2407 |
| r | -0.0659 |
| H | 2.7986 |
| beta_c | 0.1009 |
结果
社团个数：
模块度 （Q）
运行时间（秒）
平均值
AUC:
准确率
召回率
F值
准确率