Smart Healthcare: Disease Prediction Using the Cuckoo-Enabled Deep Classifier in IoT Framework

Table 1

Comparative analysis.

Method/Metrics		MSSO-ANFIS	MDCNN	ANN	CNN	Deep-conv LSTM	Proposed cuckoo-based deep-conv LSTM
Training percentage	Accuracy (%)	92.70	96.17	85.15	87.80	94.74	97.59
	Sensitivity (%)	90.47	94.92	81.92	85.08	93.97	95.87
	Specificity (%)	94.07	96.13	89.14	91.04	95.17	97.09
K-fold	Accuracy (%)	83.95	84.67	80.03	82.72	84.17	85.18
	Sensitivity (%)	80.86	81.12	77.78	79.97	80.50	81.74
	Specificity (%)	88.53	88.63	86.80	87.85	88.04	89.22