Table 2.

Trade-off between data transfer and model accuracy.

Exp-id	Description	Total Acc	Class 0	Class 1	Balanced Acc
Best on validation
Baseline		75.31	57.34	93.32	75.33
Dc-1e-5t	1 epoch at each node	76.98	75.01	78.95	76.98
Dc-2e-5t	2 epochs at each node	79.91	71.01	88.83	79.92
Best on test
Baseline		83.27	71.06	95.5	83.28
Dc-1e-5t	1 epoch at each node	85.04	73.5	96.61	85.06
Dc-2e-5t	2 epochs at each node	87.75	90.14	85.36	87.75