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. 2022 Aug 6;22(15):5883. doi: 10.3390/s22155883

Table 9.

Average performance comparison with multiple executions.

Dataset 1 (229 × 229)
Method Execution Times
1 2 3 4 5 6 7 8 9 10 Average
NB 92.14 92.24 92.2 91.99 92.22 92.18 92.24 92.22 92.24 91.98 92.16
SVM 92.12 92.16 92.16 91.99 92.11 91.98 91.92 92.16 92.12 92.14 92.09
DT 98.88 98.94 98.9 98.94 98.44 98.92 98.89 98.72 98.94 98.92 98.85
LR 92.16 92.16 92.14 92.04 92.1 91.99 91.96 92.16 92.13 92.16 92.1
RF 98.97 99.02 98.96 99.02 99.01 98.74 98.91 98.86 99.00 99.02 98.95
Ensemble 98.99 99.00 98.99 99.02 99.02 99.00 99.00 98.98 99.02 99.00 99.01