Table 5.

Performance comparison of our proposed AISSO strategy with S. Cerevisiae for diverse scenarios.

Parameter	Proposed with cosine similarity	Proposed without optimization	LSTM	GRU	CNN	SVM	AISSO based	GCN	DL-PPI
MAE	0.166	0.182	0.272	0.429	0.237	0.341	0.175	0.185	0.256
RMSE	0.234	0.248	0.339	0.506	0.275	0.407	0.230	0.2307	0.322
MARE	1.396	1.861	1.892	1.258	2.926	2.783	1.732	1.2867	1.844
MSE	0.054	0.06	0.115	0.256	0.075	0.165	0.053	0.0783	0.102