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. 2022 May 12;12:7810. doi: 10.1038/s41598-022-11731-6

Table 5.

Results in terms of accuracy and other performance metrics.

Model Accuracy (%) AUC Gini Sensitivity Specificity MCC
Decision tree 96.01 0.973 0.969 0.961 0.963 0.921
Neural network 93.98 0.943 0.938 0.956 0.951 0.918
SVM 95.78 0.962 0.946 0.972 0.966 0.896
adaBoost 96.32 0.978 0.939 0.969 0.982 0.901
RandomForest 96.21 0.971 0.976 0.949 0.949 0.927
Proposed model 97.89 0.984 0.981 0.987 0.974 0.948