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. 2022 Jan 10;2022:1070697. doi: 10.1155/2022/1070697

Table 3.

Comparative analysis of the smart healthcare model with metaheuristic-based algorithms.

Measures PSO-CCNN [28] GWO-CCNN [29] WOA-CCNN [30] DHOA-CCNN [31] GSO-CCNN
“Accuracy” 0.9408 0.9366 0.9344 0.9481 0.9499
“Sensitivity” 0.9362 0.9264 0.9208 0.9926 0.93483
“Specificity” 0.9454 0.9468 0.948 0.9036 0.9725
“Precision” 0.94489 0.94569 0.94655 0.91148 0.98077
“FPR” 0.0546 0.0532 0.052 0.0964 0.0275
“FNR” 0.0638 0.0736 0.0792 0.0074 0.065167
“NPV” 0.9454 0.9468 0.948 0.9036 0.9725
“FDR” 0.055107 0.054308 0.053454 0.088522 0.019234
F1-score” 0.94053 0.93595 0.9335 0.95031 0.95725
“MCC” 0.88164 0.87338 0.86912 0.89977 0.89834