From: Time-varying graph learning from smooth and stationary graph signals with hidden nodes
Datasets | Algorithm | Fscore | Precision | Recall | NMI |
---|---|---|---|---|---|
PM 2.5 | TGSm-St-GL | 0.5011 | 0.5597 | 0.4605 | 0.1249 |
GSm-St-GL | 0.3672 | 0.2268 | 0.9721 | 3.049e−5 | |
TVGL-TS | 0.2268 | 0.5055 | 0.1628 | 0.0409 | |
TVGL-SV | 0.2295 | 0.5257 | 0.1488 | 0.0430 | |
COVID-19 | TGSm-St-GL | 0.2629 | 0.1775 | 0.7890 | 0.0603 |
GSm-St-GL | 0.2546 | 0.1496 | 0.8923 | 0.0410 | |
TVGL-TS | 0.0938 | 0.1494 | 0.2967 | 0.0590 | |
TVGL-SV | 0.1577 | 0.1494 | 0.5627 | 0.0290 |