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. 2022 Apr 27;29(43):64871–64885. doi: 10.1007/s11356-022-20428-2

Table 2.

The descriptive statistics on accuracy and loss functions

Algorithm Accuracy (%) Accuracy Loss (%) Loss
Mean Standard deviation SE of mean Mean Standard deviation SE of mean
CNN using ResNet 94.44 0.93497 0.01086 0.00154 9.26 0.12608 0.04368 0.00618
CNN 87.99 0.85796 0.02237 0.00316 16.98 0.20768 0.04942 0.00699
ANN 81.22 0.79062 0.02136 0.00302 28.40 0.32704 0.04803 0.00679
SVM 79.51 0.77296 0.02304 0.00326 33.72 0.37668 0.04886 0.00691
KNN 75.36 0.73024 0.02628 0.00372 41.31 0.45811 0.04473 0.00633
DT 78.80 0.75393 0.03687 0.00521 38.29 0.41814 0.04519 0.00639
NB 76.27 0.73671 0.02975 0.00421 44.23 0.47876 0.04497 0.00636