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. 2021 Jul 8;11:14133. doi: 10.1038/s41598-021-93658-y

Table 6.

Comparison of popular ensemble techniques with the proposed Gompertz function based ensemble method.

Ensemble technique Accuracy (%)
SARS-COV-2 Harvard dataverse
Multiplication Rule 95.82 98.24
Maximum 96.78 98.47
Majority Voting 97.65 97.54
Average 97.83 97.91
Weighted Average 98.12 98.64
Choquet Integral 98.52 98.48
Sugeno Integral 98.52 98.48
Proposed Gompertz function based ensemble 98.93 98.80