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. Author manuscript; available in PMC: 2022 Jun 12.
Published in final edited form as: IEEE Trans Ultrason Ferroelectr Freq Control. 2022 Apr 27;69(5):1670–1681. doi: 10.1109/TUFFC.2022.3161719

TABLE IV.

Classification Performance for All Classifiers, Given as Average Over the 20 Repetitions of the Train-Test Procedure. For Each Metric, the Standard Deviation Is Given in Parenthesis

ACC bACC SENS SPEC AUCROC
LR 0.75
(0.07)		 0.82
(0.08)		 0.73
(0.07)		 0.90
(0.15)		 0.82
(0.08)
SVM 0.75
(0.08)		 0.81
(0.09)		 0.73
(0.08)		 0.90
(0.15)		 0.81
(0.09)
RF 0.73
(0.09)		 0.79
(0.09)		 0.72
(0.10)		 0.86
(0.17)		 0.79
(0.09)
kNN 0.75
(0.07)		 0.78
(0.13)		 0.74
(0.08)		 0.82
(0.27)		 0.78
(0.13)
sVC 0.78
(0.07)		 0.84
(0.08)		 0.76
(0.08)		 0.92
(0.15)		 0.84
(0.08)
Naive classifier 0.74 0.42 0.85 0 -