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. 2019 Jul 18;7:1800507. doi: 10.1109/JTEHM.2019.2923628

TABLE 1. Comparison of Multidimensional Scaling Analysis or MDS [17] and Proposed SVM-Based Method.

Proposed Method MDS Approach
Accuracy 82.43 79.73
Precision 0.82 0.73
F1 Score 0.85 0.83
Recall 0.88 0.97
True positives (TP) 36 38
False positives (FP) 8 14
False negatives (FN) 5 1
True negatives (TN) 25 21
Sensitivity (S) 87.80 97.0
Specificity (E) 83.33 60.0
True-Positive Rate 87.80 -
False-Positive Rate 24.2 -
False-Negative Rate 0.07 -