Table 5 Results of ablation studies.

From: Fusing temporal and structural information via subgraph sampling and multi-head attention for information cascade prediction

 

Weibo

DBLP

Synthetic

1 h

2 h

3 h

1 year

2 years

3 years

1 step

2 steps

3 steps

CasSubTS

1.987

1.817

1.801

0.188

0.275

0.339

0.148

0.156

0.243

A1

2.073

1.848

1.878

0.196

0.315

0.344

0.178

0.228

0.251

A2

2.078

1.851

1.892

0.338

0.298

0.345

0.169

0.185

0.266

A3

2.032

1.834

1.822

0.349

0.361

0.341

0.281

0.165

0.318

A4

2.100

1.880

1.959

0.201

0.287

0.359

0.313

0.256

0.349

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