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. 2022 Apr 6;22(7):2801. doi: 10.3390/s22072801

Table 3.

Stomach disease classification with proposed feature optimization technique (CV = 15).

Classifier Evaluation Measures
Accuracy (%) Precision (%) FNR (%) Recall (%) F1_Score (%) Time(s)
L-SVM 99.5 98.4 0.5 99.1 98.7 67.271
Q-SVM 99.5 99.1 0.5 98.3 98.7 73.561
C-SVM 99.6 99.2 0.4 99.4 99.3 39.18
MG-SVM 99.4 99.3 0.6 99.5 99.4 286.393
CG-SVM 99.2 99 0.8 99.4 99.2 152.135
GN-Bayes 98.3 98.1 1.7 99.3 98.7 92.112
ESD 99.2 99.1 0.8 99.4 99.2 139.36
C-KNN 99.4 98.6 0.6 99.6 99.1 29.121
LD 98.9 98.4 1.1 99.3 98.8 35.11