Table 6.

Evaluation metrics for federated learning.

Models
	96.5	0.182	0.426	92	0.316	0.562
	92.5	0.299	0.546	90.6	0.455	0.674
ResNet50	96.5	0.130	0.360	95.6	0.172	0.414
	95.6	0.113	0.336	91.0	0.298	0.545
Inception V3	97.5	0.029	0.170	95.8	0.055	0.234
VGG-19	94.5	0.223	0.472	92.4	0.313	0.559

[*bold value refers to the best values obtained by the model].