Table 2.

Statistics of different guide star catalogues (GSCs) for a ${12}^{\circ }\times {12}^{\circ }$ FOV, tested in 10,000 random boresight directions.

Classifier	Total Guide Stars	Min	Max	Mean	Std	$\mathit{n}\le 16\left({1.05}^{″}\right)$	$\mathit{n}\le 17\left({1.02}^{″}\right)$	$\mathit{n}\ge$ 18 (<1${}^{″}$)
MFM	38,562	40	337	106.79	41.09	0	0	10,000
SVM	18,627	15	163	50.92	19.38	1	1	9999
DC	19,315	19	163	53.18	20.34	0	0	10,000
GBC	19,315	19	163	53.18	20.34	0	0	10,000
KNN	16,689	15	143	44.73	15.62	3	3	9997
NN	38,562	40	337	106.73	41.09	0	0	10,000
RF	19,315	19	163	53.18	20.34	0	0	10,000
SGD	27,190	19	253	75.50	29.29	0	0	10,000