hyper_parameters.md

Model hyper-parameters are reported in the following table.

Politifact

model	feature	epoch	lr	emb_size	batch_num
GNN-CL	profile	60	0.001	128	128
GCNFN	content	100	0.001	128	128
BiGCN	bert	50	0.001	128	128
UPFD-GAT	bert	50	0.001	128	128
UPFD-GCN	spacy, profile	60	0.001	128	128
UPFD-GCN	bert	100	0.001	128	128
UPFD-SAGE	profile	70	0.01	128	128
UPFD-SAGE	spacy	45	0.01	128	128
UPFD-SAGE	bert	30	0.01	128	128
UPFD-GCNFN	profile	80	0.001	128	128
UPFD-GCNFN	spacy	50	0.001	128	128
UPFD-GCNFN	bert	60	0.001	128	128

Gossipcop

model	feature	epoch	lr	emb_size	batch_num
GNN-CL	profile	40	0.001	128	128
GCNFN	content	50	0.001	128	128
BiGCN	bert	35	0.001	128	128
UPFD-GAT	bert	30	0.001	128	128
UPFD-GCN	profile	50	0.01	128	128
UPFD-GCN	spacy, bert	50	0.001	128	128
UPFD-SAGE	profile	50	0.01	128	128
UPFD-SAGE	spacy bert	80	0.001	128	128
UPFD-GCNFN	profile, spacy, bert	50	0.001	128	128