Medical Text Classification Using Hybrid Deep Learning Models with Multihead Attention

Table 10

Analysis of results with different learning rates.

Learning rate	Dataset	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
0.1	Hallmarks	63.85	56.16	55.81	55.98
	AIM	88.17	82.36	81.28	81.81
0.01	Hallmarks	74.18	73.58	72.93	73.25
	AIM	95.12	87.87	87.27	87.56
0.001	Hallmarks	74.41	69.91	69.98	69.94
	AIM	82.64	77.09	76.91	76.99
0.0001	Hallmarks	70.71	64.71	65.91	65.30
	AIM	61.36	55.16	57.73	56.41