Table 4.

Experiment 3 - Parkinson's.

			Acc	Acc Federated	Acc Size	Acc Accuracy	Acc Size & acc	Acc Cont	Acc Inv Cont
Part	Size	Pos (%)	(local)	Averaging (Fed)	(Fed)	(Fed)	(Fed)	(Fed)	(Fed)
1	20%	65%	0.4285	0.7142	0.8571	1.0000	1.0000	1.0000	0.8571
2	20%	78%	0.7500	0.8750	1.0000	1.0000	0.8750	1.0000	1.0000
3	20%	75%	0.5000	0.8750	0.8750	0.8750	0.8750	0.8750	0.8750
4	20%	78%	0.7500	0.7500	0.8750	0.8750	0.8750	0.5000	0.7500
5	20%	79%	1.0000	1.0000	0.6250	0.8750	0.8750	0.8750	0.8750
Avg	–	–	0.6857	0.8429	0.8464	0.9250	0.9000	0.8500	0.8714
1	11%	61%	0.6000	0.8000	0.6000	0.7142	0.8000	0.8000	0.6666
2	25%	71%	0.9000	0.9000	0.9000	0.7272	0.8461	0.8000	0.7777
3	27%	87%	0.8181	0.9090	1.0000	0.8750	1.0000	1.0000	0.8000
4	10%	45%	0.5000	0.7500	0.6000	0.7500	1.0000	0.7500	0.8000
5	27%	84%	0.9090	0.9090	0.8000	0.9090	0.8181	0.8333	1.0000
Avg	–	–	0.7454	0.8536	0.7800	0.7951	0.8929	0.8367	0.8089
1	50%	78%	0.8500	0.8500	0.8181	0.8500	0.7894	0.6666	0.8500
2	6%	57%	0.6666	0.3333	1.0000	0.7500	0.6666	0.8000	0.7500
3	13%	84%	0.7142	0.8571	0.7500	1.0000	0.3333	0.7142	0.8571
4	4%	57%	1.0000	0.6666	0.6666	0.6666	0.7500	0.6666	0.3333
5	21%	79%	0.8750	0.8750	0.7777	0.6250	0.7777	0.6250	0.4285
Avg	–	–	0.8212	0.7164	0.8025	0.7783	0.6634	0.6945	0.6438
1	44%	63%	0.9428	0.9428	0.9743	0.9750	0.9736	0.9047	0.9756
2	8%	72%	1.0000	1.0000	1.0000	1.0000	1.0000	1.0000	1.0000
3	6%	43%	0.8000	0.8000	1.0000	1.0000	1.0000	1.0000	1.0000
4	13%	43%	0.9090	0.9090	1.0000	1.0000	1.0000	1.0000	1.0000
5	30%	72%	1.0000	1.0000	0.8571	0.9444	1.0000	1.0000	1.0000
Avg	–	–	0.9304	0.9304	0.9663	0.9839	0.9947	0.9810	0.9951