Table 2.

Hyperparameters of the SS-EMERGE Model.

Phase	Parameter	Value
SSL Phase	Learning Rate
	Momentum	0.1
	Batch Size	64
	Epochs	3288
	Meiosis Augmentation - P	16 (video clips per iteration) (SGMC18)
	Meiosis Augmentation - Q	2 (samples per group) (SGMC18)
Classification Phase	Learning Rate
	Batch Size	256
	Epochs	100
	Optimization	Adam with learning rate scheduling
	Loss Function	Cross-entropy
	Dropout	0.5