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

Table 3.

Amplitude 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	$t_{a}$	90.44	0.8990	0.0460	95.37
Coarse Gaussian	6.9	1.02 $t_{a}$	90.72	0.9004	0.0487	95.18
Medium Gaussian	1.7	1.18 $t_{a}$	91.65	0.9004	0.0487	95.19
Fine Gaussian	0.43	1.33 $t_{a}$	91.56	0.9018	0.0378	96.01
Polynomial (Order:2)	1	1.08 $t_{a}$	91.42	0.8920	0.0265	95.61
Polynomial (Order:3)	1	1.80 $t_{a}$	91.56	0.8927	0.0292	95.88