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. 2022 Jun 18;78(17):19246–19271. doi: 10.1007/s11227-022-04631-z

Table 6.

Performance comparison of the proposed approach with previously published works

Research works Model Precision (%) Recall (%) F1-measure (%) Accuracy (%)
Jaiswal et al. [31] DenseNet-121 96.29 96.29 96.29 96.25
Silva et al. [32] Voting based Approach NS NS NS 87.68
Alshazly et al. [42] Deep CNNs 99.6 NS 66.4 99.4
Angelov et al. [43] GoogleNet 90.2 93.5 91.82 91.73
Angelov et al. [43] AlexNet 94.98 92.28 93.61 93.75
Angelov et al. [43] ResNet 93 97.15 95.03 94.96
Angelov et al. [43] VGG-16 94.02 95.43 94.97 94.96
Angelov et al. [43] xDNN 99.16 95.53 97.31 97.38
Proposed work Ensemble method 99 99 99 98.5