Huge gap between result and paper, CSDA

[gavinatthu]

Hi Team,

Thanks for sharing the great work!

I've noticed in offcehome_run.py, CSDA is not provided.

https://github.com/Solacex/Domain-Consensus-Clustering/blob/5a626e1a7b294ed8fa71205bbc549a93b566e864/offcehome_run.py#L28 After I added: elif config.setting=='cda': config.cls_share = 65 config.cls_src = 0 config.cls_total = 65

I noticed there is a huge gap between the result and paper you reported in support material Table C. here is the result I've got: Ar->Pr[best]: 0.6168955022899004 0.6168955022899004 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Ar->Pr[last]: 0.3347919933497906 0.3347919933497906 [H-Score]: 0.0 0.0 0.0 Ar->Cl[best]: 0.4183573762957866 0.4183573762957866 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Ar->Cl[last]: 0.3801841050529709 0.3801841050529709 [H-Score]: 0.0 0.0 0.0 Ar->Re[best]: 0.6801177620887756 0.6801177620887756 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Ar->Re[last]: 0.6801177620887756 0.6801177620887756 [H-Score]: 0.0 0.0 0.0 Pr->Ar[best]: 0.4206200426587692 0.4206200426587692 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Pr->Ar[last]: 0.3828089099090833 0.3828089099090833 [H-Score]: 0.0 0.0 0.0 Pr->Cl[best]: 0.3435283417598559 0.3435283417598559 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Pr->Cl[last]: 0.29526575485674234 0.29526575485674234 [H-Score]: 0.0 0.0 0.0 Pr->Re[best]: 0.6622800114636238 0.6622800114636238 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Pr->Re[last]: 0.6590736272243353 0.6590736272243353 [H-Score]: 0.0 0.0 0.0 Cl->Ar[best]: 0.44268233615618485 0.44268233615618485 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Cl->Ar[last]: 0.32432382525159764 0.32432382525159764 [H-Score]: 0.0 0.0 0.0 Cl->Pr[best]: 0.5993400445924355 0.5993400445924355 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Cl->Pr[last]: 0.5993400445924355 0.5993400445924355 [H-Score]: 0.0 0.0 0.0 Cl->Re[best]: 0.5868140732009823 0.5868140732009823 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Cl->Re[last]: 0.5521672795311763 0.5521672795311763 [H-Score]: 0.0 0.0 0.0 Re->Ar[best]: 0.5438899568067147 0.5438899568067147 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Re->Ar[last]: 0.48911217634494486 0.48911217634494486 [H-Score]: 0.0 0.0 0.0 Re->Pr[best]: 0.7569770986070999 0.7569770986070999 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Re->Pr[last]: 0.7569770986070999 0.7569770986070999 [H-Score]: 0.0 0.0 0.0 Re->Cl[best]: 0.44347345402034427 0.44347345402034427 [H-Score]: 0.0 0.0 0.0 0.0 0.0 Re->Cl[last]: 0.44347345402034427 0.44347345402034427 [H-Score]: 0.0 0.0 0.0

And here is result in the SM you've reported:

Except for this CSDA experiments, the other experiments go well, though a little unstable.

[gavinatthu]

And in SM, you've noticed table C twice as OSDA and CSDA. Could you please confirm which set is table C?

[StruggleAllen]

And in SM, you've noticed table C twice as OSDA and CSDA. Could you please confirm which set is table C?

Hi, I also don't reproduce in the other setting. Do you reproduce the UDA setting? The gap is large.