README.md

Large-scle Dataset

Data Source

• LIBSVM epsilon, build by sampling with replacement from

DSL&Conf

• HeteroLR

• HomoLR

• HeteroSBT

• HomoSBT

Deployment

Role	Amount	Operating System	Host Configuration	Storage	Deployment Module
Exchange	1	CentOS 7.2	4C8G	100G	Exchange
Host	1	CentOS 7.2	16C32G	500G	clustermanager, rollsite, mysql
Host	1	CentOS 7.2	16C32G	500G	fate_flow, fateboard
Host	18	CentOS 7.2	16C32G	500G	nodemanger
Guest	1	CentOS 7.2	16C32G	500G	clustermanager, rollsite, mysql
Guest	1	CentOS 7.2	16C32G	500G	fate_flow, fateboard
Guest	18	CentOS 7.2	16C32G	500G	nodemanger

Performance

Algorithm	Time	AUC	KS	Precision	Recall
HeteroLR	13:36:28	0.769	0.381	0.788	0.789
HomoLR	0:33:56	0.783	0.395	0.687	0.688
HeteroSBT	42:35:27	0.654	0.357	0.776	0.777
HomoSBT	09:08:40	0.631	0.343	0.696	0.695