The code is available for downloading in here.
We present detailed evaluation results here, we refer readers to our paper for more details.
Spatial:
Neighbor preserving property
Boundary distance preserving property
Inverse projection preserving property
Temporal:
Temporal preserving property
k Temporal neighbor preserving property
Temporal neighbor ranking correlation
Efficiency:
Visualization efficiency
The results show that TimeVis is comparable to DVI in terms of spatial properties. We saw a potential compomize
k=10
k=15
k=20
k=10
k=15
k=20
We surpass DVI in terms of Temporal Neighbor Preserving Property. We also observe compromises in temporal preserving property. We leave that as future work.
k=3
k=5
k=7
The time spent for training the visualization models of DVI and TimeVis is also available here .