Table 11. Deep learning models results for thyroid disease classification.

Classifier	Original Data				Down-Sampled Data
	Accuracy	Precision	Recall	F1	Accuracy	Precision	Recall	F1
LSTM	0.92	0.76	0.73	0.73	0.84	0.83	0.84	0.83
CNN	0.95	0.89	0.81	0.84	0.90	0.91	0.90	0.90
CNN-LSTM	0.93	0.84	0.76	0.79	0.79	0.79	0.79	0.79