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. 2021 Aug 19;137:104771. doi: 10.1016/j.compbiomed.2021.104771

Table 4.

SVM performance results using all features (without feature selection).

Methods (Features) Recall
Precision
Specificity
Accuracy
F1-score
SVM Type
(%) (%) (%) (%) (%)
ResNet50 94.52 99.04 99.93 99.52 96.73 SVM Quadratic
ResNet101 93.15 99.51 99.96 99.45 96.23 SVM Cubic
IncResNetV2 94.06 97.63 99.81 99.38 95.81 SVM Cubic
Combined 97.72 100 100 99.83 98.85 SVM Quadratic