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. 2022 Nov 6;14(21):5457. doi: 10.3390/cancers14215457

Table 1.

Performance comparison of hybrid models.

Approach Classifier Accuracy (%) Precision (%) Recall (%) F1 Score (%)
Single model SVM 81 93 66 77
DT 72 77 62 69
RF 81 92 68 78
NB 63 65 63 61
CNN 92 93 86 89
CapsNet 82.9 86 78 81.8
Wide ANN 78 88 69 77.3
Hybrid model DT + CNN 89 89 88.5 88.5
RF + CNN 90 91.5 90 90
NB + CNN 86 86 86 86
SVM + CNN (Proposed) 94 95 94.5 94.5