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. 2021 Oct 26;11(11):1990. doi: 10.3390/diagnostics11111990

Table 6.

Results of proposed and existing prediction models on test dataset.

Model Accuracy (%) AUC Gini Sensitivity Specificity F-Score Precision
Neural Network 95.66 0.981 0.980 0.959 0.971 0.910 0.929
Decision Tree 94.81 0.978 0.929 0.979 0.959 0.979 0.939
SVM 96.32 0.982 0.932 0.981 0.946 0.957 0.948
RandomForest 97.11 0.963 0.910 0.961 0.941 0.964 0.971
adaBoost 95.87 0.989 0.978 0.961 0.957 0.959 0.976
Proposed Model 98.20 0.991 0.994 0.982 0.971 0.990 0.981