. 2019 Nov 28;19(23):5219. doi: 10.3390/s19235219

Table 2.

Phase scintillation detection performance comparison in terms of complexity, True Positive Rate (TPR), False Positive Rate (FPR), and Area Under Curve (AUC) under 10-fold cross-validation test.

SVM Method	Kernel Scale	Running Time	Validation Accuracy (%)	Operating Point		AUC (%)
SVM Method	Kernel Scale	Running Time	Validation Accuracy (%)	TPR	FPR	AUC (%)
Linear	1	$t_{p}$	86.01	0.6772	0.0468	91.98
Coarse Gaussian	6.9	1.28 $t_{p}$	86.29	0.6755	0.0482	90.10
Medium Gaussian	1.7	1.55 $t_{p}$	86.16	0.6751	0.0480	90.85
Fine Gaussian	0.43	1.70 $t_{p}$	85.95	0.6890	0.0530	93.16
Polynomial (Order:2)	1	1.37 $t_{p}$	86.26	0.6768	0.0485	89.38
Polynomial (Order:3)	1	3.20 $t_{p}$	86.04	0.6779	0.0488	92.67