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. 2017 Aug 16;12(8):e0182652. doi: 10.1371/journal.pone.0182652

Table 5. Accuracy of five classification models on nine kinematic attributes selected using the proposed feature selection method.

Classifier Sensitivity Specificity Accuracy
Naive Bayes 78.6% 81.3% 80.0%
SVM (RBF) 78.6% 87.5% 83.3%
SVM (Linear) 85.7% 87.5% 86.7%
Decision Tree 57.1% 75.0% 66.7%
Random Forest 71.4% 68.8% 70.0%
Avg. 74.3% 80.0% 77.3%